diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_0/index_tensor([7446, 7446])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_0/index_tensor([7446, 7446])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6c8b472b4d4b3e2472257f240ab37a1cf40825dc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_0/index_tensor([7446, 7446])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, deliberate, low-angle tracking shot slides from left to right across a meticulously displayed custom chopper motorcycle on a sun-drenched lawn at an outdoor motorcycle show. The camera first captures the tall, spoked front wheel, its chrome spokes gleaming in the bright sunlight. As it moves, it reveals the heart of the machine: a massive, gleaming chrome V-twin engine with polished cooling fins and intricate brass hardware. The camera continues along the bike's low-slung, sleek black hardtail frame, lingering on the custom teardrop fuel tank, painted a deep Candy Apple Red with a high-gloss finish and embellished with delicate hand-painted gold leaf pinstripe. The light captures the rich texture of the handcrafted brown leather solo seat before sweeping over the fat rear tire and the long, upward-sweeping chrome fishtail exhaust. In the background, the vibrant yet softly blurred scene of the Born-Free Motorcycle Show unfolds, with the distant crowd of enthusiasts and the tops of vendor tents visible against the clear blue sky. The blazing midday sun cast sharp black shadows on the dry grass beneath the bike and created brilliant mirror highlights on every polished surface, creating an atmosphere of reverence and admiration for the motorcycle as a pristine work of mechanical art.", + "seed": 6033, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_0/index_7446_seed_6033_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015227176062762738, + "vlm_logprob": -0.015227176062762738, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.015227176062762738, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015110784210264683 + ], + "opposite_logprob_tokens": [ + -4.265110969543457 + ], + "logprob_reward": -0.015110784210264683, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015110784210264683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1589362770318985, + 0.14401178061962128, + 0.09515661001205444, + 0.027854064479470253, + 0.08544132113456726, + 0.1525149792432785, + 0.11036841571331024, + 0.09606877714395523, + 0.05329883098602295, + 0.0763489156961441 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.015110784210264683 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546301819384098 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546301819384098, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546301819384098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09390243142843246, + 0.32595908641815186, + 0.13630437850952148, + 0.035537347197532654, + 0.10188467800617218, + 0.1365066021680832, + 0.07679934054613113, + 0.029218755662441254, + 0.02918115444481373, + 0.0347062349319458 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.012546301819384098 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072265915572643 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072265915572643, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072265915572643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2894594073295593, + 0.08686739206314087, + 0.11087461560964584, + 0.018853474408388138, + 0.07413303852081299, + 0.09301190823316574, + 0.12245843559503555, + 0.08269955962896347, + 0.058515764772892, + 0.06312645971775055 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.011072265915572643 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026332493871450424 + ], + "opposite_logprob_tokens": [ + -3.651332378387451 + ], + "logprob_reward": -0.026332493871450424, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026332493871450424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06008811667561531, + 0.14512526988983154, + 0.06592155992984772, + 0.039964016526937485, + 0.06149249151349068, + 0.046711474657058716, + 0.35094329714775085, + 0.09890446811914444, + 0.11818548291921616, + 0.01266383659094572 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.026332493871450424 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074034497141838 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.011074034497141838, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074034497141838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25545981526374817, + 0.3756145238876343, + 0.07145017385482788, + 0.03346002846956253, + 0.0704554095864296, + 0.017621995881199837, + 0.053804922848939896, + 0.07914549857378006, + 0.022739265114068985, + 0.020248431712388992 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.011074034497141838 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate, low-angle tracking shot slides from left to right across a meticulously displayed custom chopper motorcycle on a sun-drenched lawn at an outdoor motorcycle show. The camera first captures the tall, spoked front wheel, its chrome spokes gleaming in the bright sunlight. As it moves, it reveals the heart of the machine: a massive, gleaming chrome V-twin engine with polished cooling fins and intricate brass hardware. The camera continues along the bike's low-slung, sleek black hardtail frame, lingering on the custom teardrop fuel tank, painted a deep Candy Apple Red with a high-gloss finish and embellished with delicate hand-painted gold leaf pinstripe. The light captures the rich texture of the handcrafted brown leather solo seat before sweeping over the fat rear tire and the long, upward-sweeping chrome fishtail exhaust. In the background, the vibrant yet softly blurred scene of the Born-Free Motorcycle Show unfolds, with the distant crowd of enthusiasts and the tops of vendor tents visible against the clear blue sky. The blazing midday sun cast sharp black shadows on the dry grass beneath the bike and created brilliant mirror highlights on every polished surface, creating an atmosphere of reverence and admiration for the motorcycle as a pristine work of mechanical art.", + "seed": 6034, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_0/index_7446_seed_6034_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02802703883498907, + "vlm_logprob": -0.02802703883498907, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.02802703883498907, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04954981803894043 + ], + "opposite_logprob_tokens": [ + -3.0495498180389404 + ], + "logprob_reward": -0.04954981803894043, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04954981803894043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11162987351417542, + 0.10498423874378204, + 0.13768839836120605, + 0.14557193219661713, + 0.11038147658109665, + 0.05782618373632431, + 0.08654647320508957, + 0.07314109057188034, + 0.09692536294460297, + 0.07530498504638672 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.04954981803894043 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551834806799889 + ], + "opposite_logprob_tokens": [ + -4.387551784515381 + ], + "logprob_reward": -0.012551834806799889, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551834806799889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05341292917728424, + 0.08131611347198486, + 0.06851283460855484, + 0.06062224879860878, + 0.08335433155298233, + 0.17845827341079712, + 0.2237943857908249, + 0.08744797110557556, + 0.08343163132667542, + 0.07964923977851868 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.012551834806799889 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863721314817667 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.00863721314817667, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863721314817667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07138149440288544, + 0.31156763434410095, + 0.0450221449136734, + 0.05462131276726723, + 0.03156055882573128, + 0.0747707411646843, + 0.16459256410598755, + 0.06263507157564163, + 0.09216354787349701, + 0.09168490022420883 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.00863721314817667 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633795142173767 + ], + "opposite_logprob_tokens": [ + -3.6513378620147705 + ], + "logprob_reward": -0.02633795142173767, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633795142173767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0748821571469307, + 0.06679962575435638, + 0.0896790623664856, + 0.06837580353021622, + 0.16996897757053375, + 0.12352970987558365, + 0.15235403180122375, + 0.08070587366819382, + 0.05576501041650772, + 0.11793971061706543 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.02633795142173767 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043058376759290695 + ], + "opposite_logprob_tokens": [ + -3.168058395385742 + ], + "logprob_reward": -0.043058376759290695, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043058376759290695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12619835138320923, + 0.06425550580024719, + 0.1460837870836258, + 0.09906728565692902, + 0.03648485988378525, + 0.06572278589010239, + 0.09293943643569946, + 0.09413633495569229, + 0.20135173201560974, + 0.07375994324684143 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.043058376759290695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate, low-angle tracking shot slides from left to right across a meticulously displayed custom chopper motorcycle on a sun-drenched lawn at an outdoor motorcycle show. The camera first captures the tall, spoked front wheel, its chrome spokes gleaming in the bright sunlight. As it moves, it reveals the heart of the machine: a massive, gleaming chrome V-twin engine with polished cooling fins and intricate brass hardware. The camera continues along the bike's low-slung, sleek black hardtail frame, lingering on the custom teardrop fuel tank, painted a deep Candy Apple Red with a high-gloss finish and embellished with delicate hand-painted gold leaf pinstripe. The light captures the rich texture of the handcrafted brown leather solo seat before sweeping over the fat rear tire and the long, upward-sweeping chrome fishtail exhaust. In the background, the vibrant yet softly blurred scene of the Born-Free Motorcycle Show unfolds, with the distant crowd of enthusiasts and the tops of vendor tents visible against the clear blue sky. The blazing midday sun cast sharp black shadows on the dry grass beneath the bike and created brilliant mirror highlights on every polished surface, creating an atmosphere of reverence and admiration for the motorcycle as a pristine work of mechanical art.", + "seed": 6035, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_0/index_7446_seed_6035_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03842586688697338, + "vlm_logprob": -0.03842586688697338, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.03842586688697338, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011789645068347454 + ], + "opposite_logprob_tokens": [ + -4.511789798736572 + ], + "logprob_reward": -0.011789645068347454, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011789645068347454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05269278213381767, + 0.029024697840213776, + 0.023994898423552513, + 0.03095330484211445, + 0.02858678065240383, + 0.032647017389535904, + 0.75531405210495, + 0.018393520265817642, + 0.015014993026852608, + 0.013377957977354527 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.011789645068347454 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547243386507034 + ], + "opposite_logprob_tokens": [ + -4.387547016143799 + ], + "logprob_reward": -0.012547243386507034, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547243386507034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030650660395622253, + 0.048945967108011246, + 0.020313246175646782, + 0.05535230413079262, + 0.07850181311368942, + 0.029229238629341125, + 0.703558087348938, + 0.015110006555914879, + 0.007750998716801405, + 0.010587720200419426 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.012547243386507034 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536413036286831 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536413036286831, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536413036286831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040836531668901443, + 0.04759019613265991, + 0.027020005509257317, + 0.015419291332364082, + 0.01709938235580921, + 0.04337190464138985, + 0.7691404223442078, + 0.014687961898744106, + 0.011364043690264225, + 0.013470245525240898 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.012536413036286831 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493330955505371 + ], + "opposite_logprob_tokens": [ + -2.9299333095550537 + ], + "logprob_reward": -0.05493330955505371, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493330955505371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04947751760482788, + 0.042071301490068436, + 0.03467021882534027, + 0.06737913936376572, + 0.04010819271206856, + 0.07981379330158234, + 0.44533422589302063, + 0.0685766264796257, + 0.12744258344173431, + 0.0451262965798378 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.05493330955505371 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032272338867188 + ], + "opposite_logprob_tokens": [ + -2.350322723388672 + ], + "logprob_reward": -0.10032272338867188, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032272338867188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02488757111132145, + 0.015919174998998642, + 0.03897892311215401, + 0.019311929121613503, + 0.05197741091251373, + 0.04561353847384453, + 0.7725241780281067, + 0.00925588421523571, + 0.01077357865869999, + 0.010757891461253166 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.10032272338867188 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate, low-angle tracking shot slides from left to right across a meticulously displayed custom chopper motorcycle on a sun-drenched lawn at an outdoor motorcycle show. The camera first captures the tall, spoked front wheel, its chrome spokes gleaming in the bright sunlight. As it moves, it reveals the heart of the machine: a massive, gleaming chrome V-twin engine with polished cooling fins and intricate brass hardware. The camera continues along the bike's low-slung, sleek black hardtail frame, lingering on the custom teardrop fuel tank, painted a deep Candy Apple Red with a high-gloss finish and embellished with delicate hand-painted gold leaf pinstripe. The light captures the rich texture of the handcrafted brown leather solo seat before sweeping over the fat rear tire and the long, upward-sweeping chrome fishtail exhaust. In the background, the vibrant yet softly blurred scene of the Born-Free Motorcycle Show unfolds, with the distant crowd of enthusiasts and the tops of vendor tents visible against the clear blue sky. The blazing midday sun cast sharp black shadows on the dry grass beneath the bike and created brilliant mirror highlights on every polished surface, creating an atmosphere of reverence and admiration for the motorcycle as a pristine work of mechanical art.", + "seed": 6036, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_0/index_7446_seed_6036_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.028268577344715596, + "vlm_logprob": -0.028268577344715596, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.028268577344715596, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015113250352442265 + ], + "opposite_logprob_tokens": [ + -4.265113353729248 + ], + "logprob_reward": -0.015113250352442265, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015113250352442265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4461408257484436, + 0.20046177506446838, + 0.043361153453588486, + 0.1302996128797531, + 0.03355509787797928, + 0.01493279542773962, + 0.01686025597155094, + 0.06212928146123886, + 0.027765542268753052, + 0.02449365332722664 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.015113250352442265 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007637348957359791 + ], + "opposite_logprob_tokens": [ + -4.8826375007629395 + ], + "logprob_reward": -0.007637348957359791, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007637348957359791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3814748525619507, + 0.07861018180847168, + 0.0587603822350502, + 0.26232099533081055, + 0.024532854557037354, + 0.04230784252285957, + 0.02524443157017231, + 0.052355777472257614, + 0.04293341562151909, + 0.03145933523774147 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.007637348957359791 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059457337483763695 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.0059457337483763695, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059457337483763695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4848644435405731, + 0.07037805020809174, + 0.18418511748313904, + 0.0911642387509346, + 0.035088855773210526, + 0.017929090186953545, + 0.03309093788266182, + 0.0345970019698143, + 0.024745523929595947, + 0.023956768214702606 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0059457337483763695 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895110547542572 + ], + "opposite_logprob_tokens": [ + -2.578951120376587 + ], + "logprob_reward": -0.07895110547542572, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895110547542572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35345718264579773, + 0.14248928427696228, + 0.06644417345523834, + 0.0419778898358345, + 0.060721732676029205, + 0.0830841138958931, + 0.02996923215687275, + 0.16078588366508484, + 0.03537574037909508, + 0.025694765150547028 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.07895110547542572 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom chopper motorcycle with a low-slung black hardtail frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle's fuel tank painted a deep Candy Apple Red with gold leaf pinstripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a massive chrome V-twin engine with polished cooling fins and brass hardware?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, deliberate low-angle tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sun-drenched outdoor motorcycle show with a blurred crowd and vendor tents under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369544818997383 + ], + "opposite_logprob_tokens": [ + -3.4086954593658447 + ], + "logprob_reward": -0.03369544818997383, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369544818997383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24997249245643616, + 0.37640300393104553, + 0.10707992315292358, + 0.08088408410549164, + 0.021346991881728172, + 0.00807803962379694, + 0.051573801785707474, + 0.06154067441821098, + 0.018358340486884117, + 0.024762621149420738 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.03369544818997383 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_1/index_tensor([9023, 9023])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_1/index_tensor([9023, 9023])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..051862b09d4165493a7494dd489d8fb0dc8f1ce9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_1/index_tensor([9023, 9023])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extremely low-angle wide-angle shot captures the raw power of a massive steam locomotive as it roars relentlessly forward along a straight track, directly approaching the viewer's perspective. The train's massive form is rendered as a stark, imposing black silhouette, dramatically illuminated by a blazing sunset that fills the horizon with gradients of fiery red, crimson, and deep purple. The intense light from behind perfectly outlines the locomotive's massive boiler, tall smokestack, and the sharp, industrial edges of its heavy metal structure. A single, piercingly bright headlight in front of the engine cuts through the deepening dusk, casting a concentrated, brilliant white beam straight down the gleaming steel rails. Thick plumes of black smoke and white steam billow violently from the smokestack, catching the last rays of sunlight as they pour into the cool night air. The massive driving wheels are a blur of unstoppable motion, conveying incredible speed and force, creating a breathtaking and tense atmosphere of raw mechanical power against the vast, empty landscape.", + "seed": 382, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_1/index_9023_seed_382_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0917353120399639, + "vlm_logprob": -0.0917353120399639, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.0917353120399639, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006512134335935116 + ], + "opposite_logprob_tokens": [ + -5.13151216506958 + ], + "logprob_reward": -0.006512134335935116, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006512134335935116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07024505734443665, + 0.02494378201663494, + 0.03223065659403801, + 0.05168040096759796, + 0.05841819941997528, + 0.022699348628520966, + 0.3599463701248169, + 0.25696977972984314, + 0.060633473098278046, + 0.062232982367277145 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.006512134335935116 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794038720428944 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794038720428944, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794038720428944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.144753098487854, + 0.14519527554512024, + 0.05017007142305374, + 0.07667088508605957, + 0.06476058810949326, + 0.07526146620512009, + 0.14710795879364014, + 0.07860047370195389, + 0.16535624861717224, + 0.05212387815117836 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.009794038720428944 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019437245791777968 + ], + "opposite_logprob_tokens": [ + -6.251943588256836 + ], + "logprob_reward": -0.0019437245791777968, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019437245791777968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15226027369499207, + 0.10597261041402817, + 0.027813676744699478, + 0.09158828854560852, + 0.11271659284830093, + 0.06408309191465378, + 0.14928726851940155, + 0.1011650487780571, + 0.11378684639930725, + 0.08132629841566086 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.0019437245791777968 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270260065793991 + ], + "opposite_logprob_tokens": [ + -2.127026081085205 + ], + "logprob_reward": -0.1270260065793991, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270260065793991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13819824159145355, + 0.05136721953749657, + 0.06866630166769028, + 0.12233448773622513, + 0.07672733813524246, + 0.13805224001407623, + 0.09178409725427628, + 0.05030032619833946, + 0.17000119388103485, + 0.09256859123706818 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.1270260065793991 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31340065598487854 + ], + "opposite_logprob_tokens": [ + -1.3134006261825562 + ], + "logprob_reward": -0.31340065598487854, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31340065598487854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07803041487932205, + 0.050560999661684036, + 0.02463129349052906, + 0.1357455998659134, + 0.12912459671497345, + 0.07799967378377914, + 0.10659008473157883, + 0.07187682390213013, + 0.2503742575645447, + 0.07506617903709412 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.31340065598487854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extremely low-angle wide-angle shot captures the raw power of a massive steam locomotive as it roars relentlessly forward along a straight track, directly approaching the viewer's perspective. The train's massive form is rendered as a stark, imposing black silhouette, dramatically illuminated by a blazing sunset that fills the horizon with gradients of fiery red, crimson, and deep purple. The intense light from behind perfectly outlines the locomotive's massive boiler, tall smokestack, and the sharp, industrial edges of its heavy metal structure. A single, piercingly bright headlight in front of the engine cuts through the deepening dusk, casting a concentrated, brilliant white beam straight down the gleaming steel rails. Thick plumes of black smoke and white steam billow violently from the smokestack, catching the last rays of sunlight as they pour into the cool night air. The massive driving wheels are a blur of unstoppable motion, conveying incredible speed and force, creating a breathtaking and tense atmosphere of raw mechanical power against the vast, empty landscape.", + "seed": 383, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_1/index_9023_seed_383_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04465767669025809, + "vlm_logprob": -0.04465767669025809, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.04465767669025809, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07988207042217255 + ], + "opposite_logprob_tokens": [ + -2.5798821449279785 + ], + "logprob_reward": -0.07988207042217255, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07988207042217255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04312228411436081, + 0.03431763872504234, + 0.061284396797418594, + 0.20321635901927948, + 0.06489744782447815, + 0.1445971131324768, + 0.14838911592960358, + 0.08289284259080887, + 0.1501040905714035, + 0.06717872619628906 + ], + "top_frames": [ + 3, + 8, + 6 + ], + "selected_reward": -0.07988207042217255 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019487215904518962 + ], + "opposite_logprob_tokens": [ + -6.251948833465576 + ], + "logprob_reward": -0.0019487215904518962, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019487215904518962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0861319825053215, + 0.053978756070137024, + 0.09276529401540756, + 0.03463774546980858, + 0.02547205612063408, + 0.0319378636777401, + 0.06980407238006592, + 0.07384098321199417, + 0.21886813640594482, + 0.31256312131881714 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.0019487215904518962 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002202229807153344 + ], + "opposite_logprob_tokens": [ + -6.127202033996582 + ], + "logprob_reward": -0.002202229807153344, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002202229807153344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17708900570869446, + 0.2013104259967804, + 0.1551336944103241, + 0.08683624863624573, + 0.09140587598085403, + 0.043168336153030396, + 0.02336612343788147, + 0.05898284912109375, + 0.06280367821455002, + 0.09990383684635162 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.002202229807153344 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634398825466633 + ], + "opposite_logprob_tokens": [ + -3.651344060897827 + ], + "logprob_reward": -0.02634398825466633, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634398825466633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03371968865394592, + 0.01972282864153385, + 0.05471209064126015, + 0.06352824717760086, + 0.012094572186470032, + 0.016791503876447678, + 0.04183116555213928, + 0.05664018541574478, + 0.1602732539176941, + 0.5406864881515503 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.02634398825466633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291137337684631 + ], + "opposite_logprob_tokens": [ + -2.2379114627838135 + ], + "logprob_reward": -0.11291137337684631, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291137337684631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1033606082201004, + 0.15453289449214935, + 0.034795280545949936, + 0.11515817046165466, + 0.02520338073372841, + 0.06574902683496475, + 0.03251144662499428, + 0.11407085508108139, + 0.2160869985818863, + 0.1385313719511032 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.11291137337684631 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extremely low-angle wide-angle shot captures the raw power of a massive steam locomotive as it roars relentlessly forward along a straight track, directly approaching the viewer's perspective. The train's massive form is rendered as a stark, imposing black silhouette, dramatically illuminated by a blazing sunset that fills the horizon with gradients of fiery red, crimson, and deep purple. The intense light from behind perfectly outlines the locomotive's massive boiler, tall smokestack, and the sharp, industrial edges of its heavy metal structure. A single, piercingly bright headlight in front of the engine cuts through the deepening dusk, casting a concentrated, brilliant white beam straight down the gleaming steel rails. Thick plumes of black smoke and white steam billow violently from the smokestack, catching the last rays of sunlight as they pour into the cool night air. The massive driving wheels are a blur of unstoppable motion, conveying incredible speed and force, creating a breathtaking and tense atmosphere of raw mechanical power against the vast, empty landscape.", + "seed": 384, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_1/index_9023_seed_384_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03447040382307023, + "vlm_logprob": -0.03447040382307023, + "vlm_yes_no_margin": 4.4499999523162845, + "vlm_token_credit": -0.03447040382307023, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021079668775200844 + ], + "opposite_logprob_tokens": [ + -3.8960797786712646 + ], + "logprob_reward": -0.021079668775200844, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021079668775200844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18836873769760132, + 0.11931685358285904, + 0.03469502180814743, + 0.024070797488093376, + 0.038858942687511444, + 0.04221430420875549, + 0.05570764094591141, + 0.14927077293395996, + 0.030751386657357216, + 0.3167455792427063 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.021079668775200844 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257945042103529 + ], + "opposite_logprob_tokens": [ + -5.255258083343506 + ], + "logprob_reward": -0.005257945042103529, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257945042103529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06218510493636131, + 0.09820126742124557, + 0.026845840737223625, + 0.028400259092450142, + 0.02969367615878582, + 0.07801130414009094, + 0.07243891805410385, + 0.062332961708307266, + 0.12846878170967102, + 0.4134218394756317 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.005257945042103529 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008166077313944697 + ], + "opposite_logprob_tokens": [ + -7.125816822052002 + ], + "logprob_reward": -0.0008166077313944697, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008166077313944697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10919308662414551, + 0.10709013789892197, + 0.07361683994531631, + 0.09445306658744812, + 0.040916573256254196, + 0.0788002759218216, + 0.03476763889193535, + 0.11343753337860107, + 0.11483349651098251, + 0.23289136588573456 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.0008166077313944697 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182504922151566 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.018182504922151566, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018182504922151566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05699377879500389, + 0.06554897874593735, + 0.015080672688782215, + 0.02455267496407032, + 0.014774820767343044, + 0.05442909151315689, + 0.02602417767047882, + 0.0485820472240448, + 0.04475611820816994, + 0.6492576599121094 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.018182504922151566 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701529264450073 + ], + "opposite_logprob_tokens": [ + -2.1270153522491455 + ], + "logprob_reward": -0.12701529264450073, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701529264450073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06689613312482834, + 0.11959598958492279, + 0.04029557481408119, + 0.015846051275730133, + 0.0252126082777977, + 0.05020005255937576, + 0.020054295659065247, + 0.02785220555961132, + 0.12684142589569092, + 0.5072056651115417 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.12701529264450073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extremely low-angle wide-angle shot captures the raw power of a massive steam locomotive as it roars relentlessly forward along a straight track, directly approaching the viewer's perspective. The train's massive form is rendered as a stark, imposing black silhouette, dramatically illuminated by a blazing sunset that fills the horizon with gradients of fiery red, crimson, and deep purple. The intense light from behind perfectly outlines the locomotive's massive boiler, tall smokestack, and the sharp, industrial edges of its heavy metal structure. A single, piercingly bright headlight in front of the engine cuts through the deepening dusk, casting a concentrated, brilliant white beam straight down the gleaming steel rails. Thick plumes of black smoke and white steam billow violently from the smokestack, catching the last rays of sunlight as they pour into the cool night air. The massive driving wheels are a blur of unstoppable motion, conveying incredible speed and force, creating a breathtaking and tense atmosphere of raw mechanical power against the vast, empty landscape.", + "seed": 385, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_1/index_9023_seed_385_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08310853107832372, + "vlm_logprob": -0.08310853107832372, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.08310853107832372, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011716716922819614 + ], + "opposite_logprob_tokens": [ + -4.511716842651367 + ], + "logprob_reward": -0.011716716922819614, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011716716922819614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2904020845890045, + 0.14734305441379547, + 0.09420094639062881, + 0.03969553858041763, + 0.03895311802625656, + 0.014361919835209846, + 0.04853927344083786, + 0.023602882400155067, + 0.2736521065235138, + 0.029249142855405807 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.011716716922819614 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260079633444548 + ], + "opposite_logprob_tokens": [ + -5.255259990692139 + ], + "logprob_reward": -0.005260079633444548, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260079633444548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2205233871936798, + 0.27840498089790344, + 0.09241808205842972, + 0.04647387936711311, + 0.05138365179300308, + 0.027580726891756058, + 0.04953339323401451, + 0.039160337299108505, + 0.04107825085520744, + 0.1534433513879776 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.005260079633444548 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013394916895776987 + ], + "opposite_logprob_tokens": [ + -6.626339435577393 + ], + "logprob_reward": -0.0013394916895776987, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013394916895776987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34778982400894165, + 0.11791736632585526, + 0.10373497754335403, + 0.06195315718650818, + 0.055580999702215195, + 0.02265108935534954, + 0.09532058984041214, + 0.038967471569776535, + 0.10061724483966827, + 0.05546729266643524 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0013394916895776987 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486394502222538 + ], + "opposite_logprob_tokens": [ + -3.0486395359039307 + ], + "logprob_reward": -0.0486394502222538, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486394502222538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33665165305137634, + 0.12586568295955658, + 0.16539359092712402, + 0.07446077466011047, + 0.05659010261297226, + 0.039227236062288284, + 0.04713987931609154, + 0.03582790121436119, + 0.07684948295354843, + 0.041993673890829086 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0486394502222538 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive steam locomotive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the locomotive rendered as a stark black silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a blazing sunset with fiery red, crimson, and deep purple gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the locomotive have a single bright headlight casting a white beam down the rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34858691692352295 + ], + "opposite_logprob_tokens": [ + -1.223586916923523 + ], + "logprob_reward": -0.34858691692352295, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34858691692352295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4790091812610626, + 0.16066648066043854, + 0.08733260631561279, + 0.03997490927577019, + 0.06642720848321915, + 0.02771609090268612, + 0.02235567755997181, + 0.03812746703624725, + 0.04016266390681267, + 0.03822770342230797 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.34858691692352295 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_10/index_tensor([5505, 5505])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_10/index_tensor([5505, 5505])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..46962d78eb452f3744ed87ecce164868d8eef3a5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_10/index_tensor([5505, 5505])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly zooming wide-angle shot initially focuses on a portion of a vast gray planet. Ancient, massive craters loom in shadow on its rocky surface, their edges softened by age. The planet rotates at a majestic, almost imperceptible pace, suspended within a swirling, luminous nebula of deep purple, fiery magenta, and brilliant cyan particles. As the camera steadily pans backward, the planet's full presence gradually emerges in the center of the frame, surrounded by colorful particles that float, swirl, and intertwine like living dust. These self-luminous particles, the sole source of light in the scene, cast a vibrant, flowing hue across the planet's gray surface, outlining its majestic contours. Light and shadow slowly shift across the vast, sunken features, creating a dynamic play of light and dark. The entire scene is imbued with a sense of cosmic tranquility and grandeur, evoking an atmosphere of mysterious and epic proportions.", + "seed": 9829, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_10/index_5505_seed_9829_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1543543352279812, + "vlm_logprob": -0.1543543352279812, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.1543543352279812, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16121737658977509 + ], + "opposite_logprob_tokens": [ + -1.9112173318862915 + ], + "logprob_reward": -0.16121737658977509, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16121737658977509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1717391014099121, + 0.08829431235790253, + 0.13436047732830048, + 0.14012612402439117, + 0.33892154693603516, + 0.04754200577735901, + 0.02584807574748993, + 0.0240006223320961, + 0.016719115898013115, + 0.012448611669242382 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.16121737658977509 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28139594197273254 + ], + "opposite_logprob_tokens": [ + -1.4063959121704102 + ], + "logprob_reward": -0.28139594197273254, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28139594197273254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12939931452274323, + 0.042393870651721954, + 0.20973928272724152, + 0.17026232182979584, + 0.31937116384506226, + 0.025616634637117386, + 0.034263502806425095, + 0.019505340605974197, + 0.030421853065490723, + 0.01902678795158863 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.28139594197273254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003195420140400529 + ], + "opposite_logprob_tokens": [ + -5.753195285797119 + ], + "logprob_reward": -0.003195420140400529, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003195420140400529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09681227058172226, + 0.058841411024332047, + 0.3502960503101349, + 0.22713014483451843, + 0.11789491027593613, + 0.06347190588712692, + 0.037694599479436874, + 0.02410745993256569, + 0.012376965954899788, + 0.011374212801456451 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.003195420140400529 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550539337098598 + ], + "opposite_logprob_tokens": [ + -4.387550354003906 + ], + "logprob_reward": -0.012550539337098598, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550539337098598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11615128070116043, + 0.0721057653427124, + 0.2751600742340088, + 0.23687443137168884, + 0.1367526352405548, + 0.037977177649736404, + 0.03692135587334633, + 0.022416146472096443, + 0.0408867709338665, + 0.024754388257861137 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.012550539337098598 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134123980998993 + ], + "opposite_logprob_tokens": [ + -1.3134124279022217 + ], + "logprob_reward": -0.3134123980998993, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134123980998993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11715609580278397, + 0.02983785606920719, + 0.20296882092952728, + 0.3069823980331421, + 0.16194747388362885, + 0.016866790130734444, + 0.0393344983458519, + 0.030018111690878868, + 0.0831470713019371, + 0.01174079068005085 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.3134123980998993 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly zooming wide-angle shot initially focuses on a portion of a vast gray planet. Ancient, massive craters loom in shadow on its rocky surface, their edges softened by age. The planet rotates at a majestic, almost imperceptible pace, suspended within a swirling, luminous nebula of deep purple, fiery magenta, and brilliant cyan particles. As the camera steadily pans backward, the planet's full presence gradually emerges in the center of the frame, surrounded by colorful particles that float, swirl, and intertwine like living dust. These self-luminous particles, the sole source of light in the scene, cast a vibrant, flowing hue across the planet's gray surface, outlining its majestic contours. Light and shadow slowly shift across the vast, sunken features, creating a dynamic play of light and dark. The entire scene is imbued with a sense of cosmic tranquility and grandeur, evoking an atmosphere of mysterious and epic proportions.", + "seed": 9830, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_10/index_5505_seed_9830_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.6089108809828758, + "vlm_logprob": -0.6089108809828758, + "vlm_yes_no_margin": 1.575, + "vlm_token_credit": -0.6089108809828758, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.464383125305176 + ], + "opposite_logprob_tokens": [ + -0.08938303589820862 + ], + "logprob_reward": -2.464383125305176, + "yes_no_margin_reward": -2.375, + "token_credit_reward": -2.464383125305176, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2458103597164154, + 0.233856663107872, + 0.058374375104904175, + 0.0935770645737648, + 0.03876904770731926, + 0.15420103073120117, + 0.027219820767641068, + 0.06364817172288895, + 0.06447357684373856, + 0.020069943740963936 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -2.464383125305176 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31388935446739197 + ], + "opposite_logprob_tokens": [ + -1.3138893842697144 + ], + "logprob_reward": -0.31388935446739197, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31388935446739197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20265401899814606, + 0.15637464821338654, + 0.10432233661413193, + 0.0708264485001564, + 0.08402962237596512, + 0.13772141933441162, + 0.09535792469978333, + 0.04020456224679947, + 0.0796944722533226, + 0.028814608231186867 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.31388935446739197 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014238197356462479 + ], + "opposite_logprob_tokens": [ + -4.264238357543945 + ], + "logprob_reward": -0.014238197356462479, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014238197356462479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.256979763507843, + 0.21521443128585815, + 0.06136365607380867, + 0.07177677750587463, + 0.09435821324586868, + 0.10662072151899338, + 0.027153050526976585, + 0.06638872623443604, + 0.0744890421628952, + 0.02565561607480049 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.014238197356462479 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026410285383462906 + ], + "opposite_logprob_tokens": [ + -3.6514103412628174 + ], + "logprob_reward": -0.026410285383462906, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026410285383462906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23129723966121674, + 0.20965918898582458, + 0.05758993327617645, + 0.062288086861371994, + 0.11608633399009705, + 0.10531159490346909, + 0.02354433201253414, + 0.075768381357193, + 0.08522433787584305, + 0.03323056548833847 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.026410285383462906 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.225633442401886 + ], + "opposite_logprob_tokens": [ + -1.6006333827972412 + ], + "logprob_reward": -0.225633442401886, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.225633442401886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06690014153718948, + 0.04325869679450989, + 0.05697161331772804, + 0.054448872804641724, + 0.25498291850090027, + 0.4268668293952942, + 0.01100639533251524, + 0.011532191187143326, + 0.060742493718862534, + 0.013289807364344597 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.225633442401886 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly zooming wide-angle shot initially focuses on a portion of a vast gray planet. Ancient, massive craters loom in shadow on its rocky surface, their edges softened by age. The planet rotates at a majestic, almost imperceptible pace, suspended within a swirling, luminous nebula of deep purple, fiery magenta, and brilliant cyan particles. As the camera steadily pans backward, the planet's full presence gradually emerges in the center of the frame, surrounded by colorful particles that float, swirl, and intertwine like living dust. These self-luminous particles, the sole source of light in the scene, cast a vibrant, flowing hue across the planet's gray surface, outlining its majestic contours. Light and shadow slowly shift across the vast, sunken features, creating a dynamic play of light and dark. The entire scene is imbued with a sense of cosmic tranquility and grandeur, evoking an atmosphere of mysterious and epic proportions.", + "seed": 9831, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_10/index_5505_seed_9831_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.26067407708615065, + "vlm_logprob": -0.26067407708615065, + "vlm_yes_no_margin": 2.575000011920929, + "vlm_token_credit": -0.26067407708615065, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10090914368629456 + ], + "opposite_logprob_tokens": [ + -2.3509092330932617 + ], + "logprob_reward": -0.10090914368629456, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10090914368629456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2623912990093231, + 0.026300961151719093, + 0.011280355975031853, + 0.05326307937502861, + 0.2539168894290924, + 0.11634939908981323, + 0.02069195546209812, + 0.020200341939926147, + 0.052120015025138855, + 0.18348576128482819 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.10090914368629456 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42894071340560913 + ], + "opposite_logprob_tokens": [ + -1.053940773010254 + ], + "logprob_reward": -0.42894071340560913, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42894071340560913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08082108199596405, + 0.05486491322517395, + 0.009450066834688187, + 0.01224848534911871, + 0.10746650397777557, + 0.04367145523428917, + 0.010545909404754639, + 0.019971998408436775, + 0.011914079077541828, + 0.6490455269813538 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.42894071340560913 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003193756565451622 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.003193756565451622, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003193756565451622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07157964259386063, + 0.037084244191646576, + 0.009247714653611183, + 0.017563559114933014, + 0.4362765848636627, + 0.046091362833976746, + 0.011973373591899872, + 0.019090699031949043, + 0.025603150948882103, + 0.3254896104335785 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.003193756565451622 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012548067606985569 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.012548067606985569, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012548067606985569, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04403432086110115, + 0.07681696861982346, + 0.014406592585146427, + 0.016312576830387115, + 0.33277180790901184, + 0.06977317482233047, + 0.02101743035018444, + 0.029953809455037117, + 0.017129138112068176, + 0.3777841031551361 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.012548067606985569 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577787041664124 + ], + "opposite_logprob_tokens": [ + -0.6327787041664124 + ], + "logprob_reward": -0.7577787041664124, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577787041664124, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.010678036138415337, + 0.034911032766103745, + 0.004231116268783808, + 0.004997124895453453, + 0.1568707674741745, + 0.029860828071832657, + 0.026333879679441452, + 0.036350104957818985, + 0.017113830894231796, + 0.6786531805992126 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.7577787041664124 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slowly zooming wide-angle shot initially focuses on a portion of a vast gray planet. Ancient, massive craters loom in shadow on its rocky surface, their edges softened by age. The planet rotates at a majestic, almost imperceptible pace, suspended within a swirling, luminous nebula of deep purple, fiery magenta, and brilliant cyan particles. As the camera steadily pans backward, the planet's full presence gradually emerges in the center of the frame, surrounded by colorful particles that float, swirl, and intertwine like living dust. These self-luminous particles, the sole source of light in the scene, cast a vibrant, flowing hue across the planet's gray surface, outlining its majestic contours. Light and shadow slowly shift across the vast, sunken features, creating a dynamic play of light and dark. The entire scene is imbued with a sense of cosmic tranquility and grandeur, evoking an atmosphere of mysterious and epic proportions.", + "seed": 9832, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_10/index_5505_seed_9832_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20263978224247695, + "vlm_logprob": -0.20263978224247695, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.20263978224247695, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04356465861201286 + ], + "opposite_logprob_tokens": [ + -3.168564558029175 + ], + "logprob_reward": -0.04356465861201286, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04356465861201286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16424980759620667, + 0.14497840404510498, + 0.23311614990234375, + 0.14949004352092743, + 0.07364952564239502, + 0.06674517691135406, + 0.05705726519227028, + 0.03456847369670868, + 0.03357598930597305, + 0.04256918281316757 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.04356465861201286 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42892876267433167 + ], + "opposite_logprob_tokens": [ + -1.0539287328720093 + ], + "logprob_reward": -0.42892876267433167, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42892876267433167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.067839115858078, + 0.09101839363574982, + 0.07771161198616028, + 0.090898297727108, + 0.25607720017433167, + 0.041090838611125946, + 0.21137748658657074, + 0.07366544008255005, + 0.048000019043684006, + 0.04232165217399597 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.42892876267433167 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013375869020819664 + ], + "opposite_logprob_tokens": [ + -6.62633752822876 + ], + "logprob_reward": -0.0013375869020819664, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013375869020819664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13985575735569, + 0.07899990677833557, + 0.31462594866752625, + 0.10591080039739609, + 0.08735360950231552, + 0.049628134816884995, + 0.08388419449329376, + 0.04974349960684776, + 0.024539649486541748, + 0.06545847654342651 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0013375869020819664 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078222543001175 + ], + "opposite_logprob_tokens": [ + -4.141077995300293 + ], + "logprob_reward": -0.016078222543001175, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078222543001175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1691027581691742, + 0.12469474971294403, + 0.14674417674541473, + 0.057351019233465195, + 0.11024247854948044, + 0.06550581008195877, + 0.11067009717226028, + 0.04592901095747948, + 0.03456639498472214, + 0.13519351184368134 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.016078222543001175 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast gray planet with ancient, massive craters visible on its rocky surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the planet rotating at a slow, almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a swirling nebula containing deep purple, fiery magenta, and brilliant cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles act as the sole source of light, casting vibrant hues and outlining the planet's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle focus on a portion of the planet and then steadily pan backward to reveal the full planet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.523289680480957 + ], + "opposite_logprob_tokens": [ + -0.898289680480957 + ], + "logprob_reward": -0.523289680480957, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.523289680480957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1620642989873886, + 0.2037006914615631, + 0.1212584525346756, + 0.10970861464738846, + 0.06557909399271011, + 0.051333870738744736, + 0.07163099944591522, + 0.025121938437223434, + 0.06806820631027222, + 0.12153385579586029 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.523289680480957 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_11/index_tensor([3672, 3672])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_11/index_tensor([3672, 3672])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2ac37e0241e7aa4164c3f00f6068e7585adcc437 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_11/index_tensor([3672, 3672])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up macro lens, employing an extremely shallow depth of field, slowly tilts the camera downward, precisely tracking a magnificent, branching snowflake. The snowflake displays a perfectly hexagonal symmetry, its six main branches sprouting countless finer, fern-like arms of ice crystals. Covered in a microscopic frost texture, its edges are outlined by a soft, cold backlight, creating an ethereal halo that shimmers like a diamond against a deep, completely out-of-focus background. It descends with a slow, graceful ballet-like movement, gently rotating around its central axis, revealing intricate detail from every angle. As it approaches, the dark ground beneath the lens—perhaps a rough, textured dark wool fabric or a patch of frozen black soil—gradually comes into focus. Finally, with feather-lightness, the snowflake silently touches the ground, its intricate crystalline structure miraculously intact at the moment of contact. The entire image evokes a magical atmosphere of utter tranquility, a focus on the beauty of the microcosm, framed by a cool, pure palette.", + "seed": 32785, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_11/index_3672_seed_32785_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03809796730056405, + "vlm_logprob": -0.03809796730056405, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.03809796730056405, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004254932049661875 + ], + "opposite_logprob_tokens": [ + -5.6292548179626465 + ], + "logprob_reward": -0.004254932049661875, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004254932049661875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08185604214668274, + 0.15734681487083435, + 0.17078743875026703, + 0.10564874112606049, + 0.045806288719177246, + 0.0903833732008934, + 0.05218059942126274, + 0.11477263271808624, + 0.05252771079540253, + 0.12869033217430115 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.004254932049661875 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009799232706427574 + ], + "opposite_logprob_tokens": [ + -4.634799003601074 + ], + "logprob_reward": -0.009799232706427574, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009799232706427574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1961759775876999, + 0.07258329540491104, + 0.07666383683681488, + 0.07327932864427567, + 0.09034061431884766, + 0.1283033788204193, + 0.06205403059720993, + 0.11736132204532623, + 0.08326862007379532, + 0.09996960312128067 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.009799232706427574 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980538085103035 + ], + "opposite_logprob_tokens": [ + -3.5298054218292236 + ], + "logprob_reward": -0.02980538085103035, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980538085103035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1003134548664093, + 0.08369334042072296, + 0.20488864183425903, + 0.1704208105802536, + 0.0613190159201622, + 0.050201378762722015, + 0.09710066765546799, + 0.047714296728372574, + 0.0887778177857399, + 0.09557057172060013 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.02980538085103035 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293703317642212 + ], + "opposite_logprob_tokens": [ + -2.2379369735717773 + ], + "logprob_reward": -0.11293703317642212, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293703317642212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12397502362728119, + 0.07474533468484879, + 0.0897204652428627, + 0.09192176163196564, + 0.07281692326068878, + 0.12866954505443573, + 0.21141238510608673, + 0.056163594126701355, + 0.055755820125341415, + 0.09481914341449738 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.11293703317642212 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033693257719278336 + ], + "opposite_logprob_tokens": [ + -3.408693313598633 + ], + "logprob_reward": -0.033693257719278336, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033693257719278336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024574728682637215, + 0.08743517845869064, + 0.05167802423238754, + 0.020667148754000664, + 0.08445799350738525, + 0.12128990888595581, + 0.07097351551055908, + 0.06875815242528915, + 0.1487513780593872, + 0.32141396403312683 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.033693257719278336 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up macro lens, employing an extremely shallow depth of field, slowly tilts the camera downward, precisely tracking a magnificent, branching snowflake. The snowflake displays a perfectly hexagonal symmetry, its six main branches sprouting countless finer, fern-like arms of ice crystals. Covered in a microscopic frost texture, its edges are outlined by a soft, cold backlight, creating an ethereal halo that shimmers like a diamond against a deep, completely out-of-focus background. It descends with a slow, graceful ballet-like movement, gently rotating around its central axis, revealing intricate detail from every angle. As it approaches, the dark ground beneath the lens—perhaps a rough, textured dark wool fabric or a patch of frozen black soil—gradually comes into focus. Finally, with feather-lightness, the snowflake silently touches the ground, its intricate crystalline structure miraculously intact at the moment of contact. The entire image evokes a magical atmosphere of utter tranquility, a focus on the beauty of the microcosm, framed by a cool, pure palette.", + "seed": 32786, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_11/index_3672_seed_32786_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.023616184107959272, + "vlm_logprob": -0.023616184107959272, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.023616184107959272, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007802958600223064 + ], + "opposite_logprob_tokens": [ + -5.007802963256836 + ], + "logprob_reward": -0.007802958600223064, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007802958600223064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040757931768894196, + 0.07460223883390427, + 0.23183514177799225, + 0.06137404218316078, + 0.223227858543396, + 0.04865548014640808, + 0.046783581376075745, + 0.03385902941226959, + 0.07557380199432373, + 0.16333089768886566 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.007802958600223064 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008658722043037415 + ], + "opposite_logprob_tokens": [ + -4.7586588859558105 + ], + "logprob_reward": -0.008658722043037415, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008658722043037415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02751186676323414, + 0.022569796070456505, + 0.3080732822418213, + 0.059031881392002106, + 0.10154172033071518, + 0.023531373590230942, + 0.027749553322792053, + 0.05047788843512535, + 0.1252274513244629, + 0.25428512692451477 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.008658722043037415 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038116004317998886 + ], + "opposite_logprob_tokens": [ + -3.288115978240967 + ], + "logprob_reward": -0.038116004317998886, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038116004317998886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044307298958301544, + 0.023344513028860092, + 0.14517715573310852, + 0.07330217957496643, + 0.4006474018096924, + 0.03910226747393608, + 0.051415376365184784, + 0.020275088027119637, + 0.07481934875249863, + 0.12760937213897705 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.038116004317998886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370167315006256 + ], + "opposite_logprob_tokens": [ + -3.4087016582489014 + ], + "logprob_reward": -0.03370167315006256, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370167315006256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04073697328567505, + 0.041149724274873734, + 0.11033675819635391, + 0.06463976204395294, + 0.21887171268463135, + 0.1450061947107315, + 0.06529629975557327, + 0.06437058746814728, + 0.17390571534633636, + 0.0756862536072731 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.03370167315006256 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801562428474426 + ], + "opposite_logprob_tokens": [ + -3.529801607131958 + ], + "logprob_reward": -0.029801562428474426, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801562428474426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027392679825425148, + 0.014349275268614292, + 0.0294716265052557, + 0.022336889058351517, + 0.19429300725460052, + 0.05837382376194, + 0.056380800902843475, + 0.11645416915416718, + 0.10497679561376572, + 0.37597090005874634 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.029801562428474426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up macro lens, employing an extremely shallow depth of field, slowly tilts the camera downward, precisely tracking a magnificent, branching snowflake. The snowflake displays a perfectly hexagonal symmetry, its six main branches sprouting countless finer, fern-like arms of ice crystals. Covered in a microscopic frost texture, its edges are outlined by a soft, cold backlight, creating an ethereal halo that shimmers like a diamond against a deep, completely out-of-focus background. It descends with a slow, graceful ballet-like movement, gently rotating around its central axis, revealing intricate detail from every angle. As it approaches, the dark ground beneath the lens—perhaps a rough, textured dark wool fabric or a patch of frozen black soil—gradually comes into focus. Finally, with feather-lightness, the snowflake silently touches the ground, its intricate crystalline structure miraculously intact at the moment of contact. The entire image evokes a magical atmosphere of utter tranquility, a focus on the beauty of the microcosm, framed by a cool, pure palette.", + "seed": 32787, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_11/index_3672_seed_32787_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016384508088231088, + "vlm_logprob": -0.016384508088231088, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.016384508088231088, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0048258500173687935 + ], + "opposite_logprob_tokens": [ + -5.504826068878174 + ], + "logprob_reward": -0.0048258500173687935, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0048258500173687935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2061702311038971, + 0.09113434702157974, + 0.08342202007770538, + 0.09092492610216141, + 0.06970833986997604, + 0.06093081459403038, + 0.06922922283411026, + 0.0503627248108387, + 0.13323545455932617, + 0.14488187432289124 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0048258500173687935 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009801003150641918 + ], + "opposite_logprob_tokens": [ + -4.634800910949707 + ], + "logprob_reward": -0.009801003150641918, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009801003150641918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33859601616859436, + 0.06001775711774826, + 0.05459032580256462, + 0.07616529613733292, + 0.06860695034265518, + 0.06211945042014122, + 0.09010956436395645, + 0.08279604464769363, + 0.07048316299915314, + 0.09651542454957962 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.009801003150641918 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029810817912220955 + ], + "opposite_logprob_tokens": [ + -3.529810905456543 + ], + "logprob_reward": -0.029810817912220955, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029810817912220955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17512506246566772, + 0.06215982511639595, + 0.03726678714156151, + 0.3006031811237335, + 0.04218876734375954, + 0.02823306992650032, + 0.057235829532146454, + 0.05567826330661774, + 0.18542993068695068, + 0.05607924982905388 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.029810817912220955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291684687137604 + ], + "opposite_logprob_tokens": [ + -3.77329158782959 + ], + "logprob_reward": -0.023291684687137604, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291684687137604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11398730427026749, + 0.05004914104938507, + 0.052813414484262466, + 0.2822822034358978, + 0.028995783999562263, + 0.028955353423953056, + 0.10476832091808319, + 0.028120316565036774, + 0.26238736510276794, + 0.04764081537723541 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.023291684687137604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193184673786163 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014193184673786163, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193184673786163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06860986351966858, + 0.03336090222001076, + 0.02634512074291706, + 0.19650793075561523, + 0.04513794928789139, + 0.03331342712044716, + 0.06035376340150833, + 0.09525918960571289, + 0.29646942019462585, + 0.1446424424648285 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.014193184673786163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up macro lens, employing an extremely shallow depth of field, slowly tilts the camera downward, precisely tracking a magnificent, branching snowflake. The snowflake displays a perfectly hexagonal symmetry, its six main branches sprouting countless finer, fern-like arms of ice crystals. Covered in a microscopic frost texture, its edges are outlined by a soft, cold backlight, creating an ethereal halo that shimmers like a diamond against a deep, completely out-of-focus background. It descends with a slow, graceful ballet-like movement, gently rotating around its central axis, revealing intricate detail from every angle. As it approaches, the dark ground beneath the lens—perhaps a rough, textured dark wool fabric or a patch of frozen black soil—gradually comes into focus. Finally, with feather-lightness, the snowflake silently touches the ground, its intricate crystalline structure miraculously intact at the moment of contact. The entire image evokes a magical atmosphere of utter tranquility, a focus on the beauty of the microcosm, framed by a cool, pure palette.", + "seed": 32788, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_11/index_3672_seed_32788_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03403760399669409, + "vlm_logprob": -0.03403760399669409, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.03403760399669409, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006078210659325123 + ], + "opposite_logprob_tokens": [ + -5.256078243255615 + ], + "logprob_reward": -0.006078210659325123, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006078210659325123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12986929714679718, + 0.23845548927783966, + 0.062103915959596634, + 0.05656307190656662, + 0.16332688927650452, + 0.051875676959753036, + 0.05240308865904808, + 0.08837985247373581, + 0.08138860762119293, + 0.07563403248786926 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.006078210659325123 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016087254509329796 + ], + "opposite_logprob_tokens": [ + -4.141087055206299 + ], + "logprob_reward": -0.016087254509329796, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016087254509329796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08918353170156479, + 0.12447194755077362, + 0.06482098996639252, + 0.23066288232803345, + 0.023981014266610146, + 0.03818792477250099, + 0.07420500367879868, + 0.14048388600349426, + 0.08152084052562714, + 0.13248202204704285 + ], + "top_frames": [ + 3, + 7, + 9 + ], + "selected_reward": -0.016087254509329796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810843080282211 + ], + "opposite_logprob_tokens": [ + -3.2881083488464355 + ], + "logprob_reward": -0.03810843080282211, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810843080282211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02802564762532711, + 0.07609506696462631, + 0.05265635624527931, + 0.028955839574337006, + 0.058836594223976135, + 0.016025841236114502, + 0.12116822600364685, + 0.3562600314617157, + 0.11654413491487503, + 0.14543235301971436 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.03810843080282211 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496298521757126 + ], + "opposite_logprob_tokens": [ + -2.9299628734588623 + ], + "logprob_reward": -0.05496298521757126, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496298521757126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026625042781233788, + 0.03449540212750435, + 0.04180929809808731, + 0.07558421790599823, + 0.09371915459632874, + 0.015383029356598854, + 0.10847379267215729, + 0.2741144001483917, + 0.07861149311065674, + 0.2511841952800751 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.05496298521757126 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowflake with perfect hexagonal symmetry and fern-like ice crystal arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake covered in a microscopic frost texture with edges outlined by a soft, cold backlight creating an ethereal halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snowflake descend with a slow, graceful movement while gently rotating around its central axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and extremely shallow depth of field, then slowly tilt downward to track the snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the snowflake touching a dark, textured ground (like wool fabric or frozen soil) while remaining intact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495113879442215 + ], + "opposite_logprob_tokens": [ + -2.9299511909484863 + ], + "logprob_reward": -0.05495113879442215, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495113879442215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044660620391368866, + 0.06485114246606827, + 0.0466032549738884, + 0.054664790630340576, + 0.13586841523647308, + 0.025400297716259956, + 0.06970927864313126, + 0.31335559487342834, + 0.08777774125337601, + 0.1571088284254074 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.05495113879442215 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_12/index_tensor([6514, 6514])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_12/index_tensor([6514, 6514])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..22b51bd704986356ad1a1d487372e743bd5738aa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_12/index_tensor([6514, 6514])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning macro close-up, captured from a slightly overhead angle, captures a thick, white ceramic coffee cup resting on a deeply textured wooden desk. A soft, morning light slants down from a side window, casting a bright spot on the surface of the rich, almost black coffee in the cup. Initially, the surface is as calm as a mirror. Suddenly, a subtle vibration begins to transmit, and the desk begins to shake slightly but steadily. This tremor instantly shatters the tranquility, completely disrupting the smooth, mirror-like surface of the coffee. Concentric, fine ripples radiate rapidly and rhythmically from the center. The sidelight precisely captures the undulating edges of each ripple, giving them a fleeting golden highlight that contrasts sharply with the dark liquid. The cup slides ever so slightly across the tabletop, emitting a barely audible scraping sound. The entire image, in exquisite detail, conveys a sense of tension and suspense, a tranquility shattered by an external force, creating an atmosphere of intense concentration and tension.", + "seed": 27365, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_12/index_6514_seed_27365_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1888461620081216, + "vlm_logprob": -0.1888461620081216, + "vlm_yes_no_margin": 2.849999952316284, + "vlm_token_credit": -0.1888461620081216, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02100391313433647 + ], + "opposite_logprob_tokens": [ + -4.021003723144531 + ], + "logprob_reward": -0.02100391313433647, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.02100391313433647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30428895354270935, + 0.1481306254863739, + 0.05221023038029671, + 0.08618996292352676, + 0.09398774802684784, + 0.04867181181907654, + 0.10800421983003616, + 0.11461348831653595, + 0.032586392015218735, + 0.011316545307636261 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.02100391313433647 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933193206787109 + ], + "opposite_logprob_tokens": [ + -0.6933193206787109 + ], + "logprob_reward": -0.6933193206787109, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933193206787109, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3267311155796051, + 0.21401022374629974, + 0.058005038648843765, + 0.12637121975421906, + 0.06044594570994377, + 0.04157489165663719, + 0.05130051076412201, + 0.062382157891988754, + 0.020635798573493958, + 0.038543082773685455 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.6933193206787109 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024990777019411325 + ], + "opposite_logprob_tokens": [ + -6.002499103546143 + ], + "logprob_reward": -0.0024990777019411325, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024990777019411325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2169867753982544, + 0.11578807234764099, + 0.11143667250871658, + 0.17463700473308563, + 0.18089458346366882, + 0.029616905376315117, + 0.06518226116895676, + 0.07247695326805115, + 0.01795649714767933, + 0.015024350956082344 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.0024990777019411325 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033954679965973 + ], + "opposite_logprob_tokens": [ + -2.350339651107788 + ], + "logprob_reward": -0.10033954679965973, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033954679965973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3928428590297699, + 0.16188663244247437, + 0.1496899127960205, + 0.1095740795135498, + 0.02472679503262043, + 0.016843022778630257, + 0.04966574162244797, + 0.04702964425086975, + 0.023802760988473892, + 0.02393854223191738 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.10033954679965973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706895172595978 + ], + "opposite_logprob_tokens": [ + -2.1270689964294434 + ], + "logprob_reward": -0.12706895172595978, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706895172595978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3250545263290405, + 0.30339711904525757, + 0.09198914468288422, + 0.08653514087200165, + 0.045993298292160034, + 0.05821344628930092, + 0.02533620595932007, + 0.025186410173773766, + 0.023001480847597122, + 0.015293262898921967 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.12706895172595978 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, captured from a slightly overhead angle, captures a thick, white ceramic coffee cup resting on a deeply textured wooden desk. A soft, morning light slants down from a side window, casting a bright spot on the surface of the rich, almost black coffee in the cup. Initially, the surface is as calm as a mirror. Suddenly, a subtle vibration begins to transmit, and the desk begins to shake slightly but steadily. This tremor instantly shatters the tranquility, completely disrupting the smooth, mirror-like surface of the coffee. Concentric, fine ripples radiate rapidly and rhythmically from the center. The sidelight precisely captures the undulating edges of each ripple, giving them a fleeting golden highlight that contrasts sharply with the dark liquid. The cup slides ever so slightly across the tabletop, emitting a barely audible scraping sound. The entire image, in exquisite detail, conveys a sense of tension and suspense, a tranquility shattered by an external force, creating an atmosphere of intense concentration and tension.", + "seed": 27366, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_12/index_6514_seed_27366_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09279570998623968, + "vlm_logprob": -0.09279570998623968, + "vlm_yes_no_margin": 3.200000023841858, + "vlm_token_credit": -0.09279570998623968, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013726013712584972 + ], + "opposite_logprob_tokens": [ + -4.388726234436035 + ], + "logprob_reward": -0.013726013712584972, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013726013712584972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10898328572511673, + 0.03149202838540077, + 0.20802448689937592, + 0.29677191376686096, + 0.018313005566596985, + 0.05811615288257599, + 0.06760130822658539, + 0.042740218341350555, + 0.13650457561016083, + 0.0314529687166214 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.013726013712584972 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22560177743434906 + ], + "opposite_logprob_tokens": [ + -1.6006017923355103 + ], + "logprob_reward": -0.22560177743434906, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22560177743434906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020707864314317703, + 0.01543668657541275, + 0.6459165215492249, + 0.21049904823303223, + 0.031036747619509697, + 0.024121323600411415, + 0.013435366563498974, + 0.014954978600144386, + 0.016004178673028946, + 0.007887285202741623 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.22560177743434906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028288844041526318 + ], + "opposite_logprob_tokens": [ + -5.877829074859619 + ], + "logprob_reward": -0.0028288844041526318, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028288844041526318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037950724363327026, + 0.06713777035474777, + 0.106838658452034, + 0.35172557830810547, + 0.023444145917892456, + 0.10584479570388794, + 0.07659245282411575, + 0.03211639076471329, + 0.1584525853395462, + 0.03989684209227562 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.0028288844041526318 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899516820907593 + ], + "opposite_logprob_tokens": [ + -2.5789952278137207 + ], + "logprob_reward": -0.07899516820907593, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899516820907593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.008138935081660748, + 0.004738396033644676, + 0.10915669798851013, + 0.5905784964561462, + 0.08492825925350189, + 0.05803501605987549, + 0.011775897815823555, + 0.023061322048306465, + 0.101251021027565, + 0.008335959166288376 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.07899516820907593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282670617103577 + ], + "opposite_logprob_tokens": [ + -2.017826795578003 + ], + "logprob_reward": -0.14282670617103577, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14282670617103577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030999917536973953, + 0.03094957210123539, + 0.07479673624038696, + 0.4141753911972046, + 0.03548704460263252, + 0.12448200583457947, + 0.12793390452861786, + 0.031326401978731155, + 0.10276966542005539, + 0.027079325169324875 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.14282670617103577 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, captured from a slightly overhead angle, captures a thick, white ceramic coffee cup resting on a deeply textured wooden desk. A soft, morning light slants down from a side window, casting a bright spot on the surface of the rich, almost black coffee in the cup. Initially, the surface is as calm as a mirror. Suddenly, a subtle vibration begins to transmit, and the desk begins to shake slightly but steadily. This tremor instantly shatters the tranquility, completely disrupting the smooth, mirror-like surface of the coffee. Concentric, fine ripples radiate rapidly and rhythmically from the center. The sidelight precisely captures the undulating edges of each ripple, giving them a fleeting golden highlight that contrasts sharply with the dark liquid. The cup slides ever so slightly across the tabletop, emitting a barely audible scraping sound. The entire image, in exquisite detail, conveys a sense of tension and suspense, a tranquility shattered by an external force, creating an atmosphere of intense concentration and tension.", + "seed": 27367, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_12/index_6514_seed_27367_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.30977020955178886, + "vlm_logprob": -0.30977020955178886, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.30977020955178886, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028280334547162056 + ], + "opposite_logprob_tokens": [ + -3.653280258178711 + ], + "logprob_reward": -0.028280334547162056, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028280334547162056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17135395109653473, + 0.08047164231538773, + 0.04962792247533798, + 0.12600894272327423, + 0.11365737020969391, + 0.07611270993947983, + 0.1783478558063507, + 0.0725044459104538, + 0.06688643991947174, + 0.06502879410982132 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.028280334547162056 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370761394500732 + ], + "opposite_logprob_tokens": [ + -0.38707616925239563 + ], + "logprob_reward": -1.1370761394500732, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370761394500732, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08971604704856873, + 0.0887402594089508, + 0.08369200676679611, + 0.15873150527477264, + 0.10461018979549408, + 0.1487673670053482, + 0.15513983368873596, + 0.06704191118478775, + 0.030056975781917572, + 0.07350391149520874 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -1.1370761394500732 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019509821431711316 + ], + "opposite_logprob_tokens": [ + -6.251951217651367 + ], + "logprob_reward": -0.0019509821431711316, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019509821431711316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10591811686754227, + 0.07521171122789383, + 0.06672079116106033, + 0.13651634752750397, + 0.15065157413482666, + 0.12570074200630188, + 0.09883002936840057, + 0.06474843621253967, + 0.050546735525131226, + 0.1251554936170578 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.0019509821431711316 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160405337810516 + ], + "opposite_logprob_tokens": [ + -1.7016040086746216 + ], + "logprob_reward": -0.20160405337810516, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160405337810516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08923095464706421, + 0.07097399979829788, + 0.058497149497270584, + 0.07544447481632233, + 0.3227841556072235, + 0.15881480276584625, + 0.043356940150260925, + 0.059647999703884125, + 0.054519303143024445, + 0.06673019379377365 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.20160405337810516 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17993953824043274 + ], + "opposite_logprob_tokens": [ + -1.8049395084381104 + ], + "logprob_reward": -0.17993953824043274, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17993953824043274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0706648975610733, + 0.027523066848516464, + 0.03946928679943085, + 0.07323367148637772, + 0.24517351388931274, + 0.400959849357605, + 0.06641950458288193, + 0.019620642066001892, + 0.016978759318590164, + 0.03995686024427414 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.17993953824043274 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, captured from a slightly overhead angle, captures a thick, white ceramic coffee cup resting on a deeply textured wooden desk. A soft, morning light slants down from a side window, casting a bright spot on the surface of the rich, almost black coffee in the cup. Initially, the surface is as calm as a mirror. Suddenly, a subtle vibration begins to transmit, and the desk begins to shake slightly but steadily. This tremor instantly shatters the tranquility, completely disrupting the smooth, mirror-like surface of the coffee. Concentric, fine ripples radiate rapidly and rhythmically from the center. The sidelight precisely captures the undulating edges of each ripple, giving them a fleeting golden highlight that contrasts sharply with the dark liquid. The cup slides ever so slightly across the tabletop, emitting a barely audible scraping sound. The entire image, in exquisite detail, conveys a sense of tension and suspense, a tranquility shattered by an external force, creating an atmosphere of intense concentration and tension.", + "seed": 27368, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_12/index_6514_seed_27368_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02575063353870064, + "vlm_logprob": -0.02575063353870064, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.02575063353870064, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03470956161618233 + ], + "opposite_logprob_tokens": [ + -3.4097094535827637 + ], + "logprob_reward": -0.03470956161618233, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03470956161618233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06077404320240021, + 0.014954148791730404, + 0.023425569757819176, + 0.022190680727362633, + 0.21358108520507812, + 0.10450515151023865, + 0.1228790208697319, + 0.35474929213523865, + 0.061129048466682434, + 0.02181193232536316 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.03470956161618233 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059555694460868835 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.0059555694460868835, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059555694460868835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04655817523598671, + 0.04923408105969429, + 0.017102206125855446, + 0.018427513539791107, + 0.09022530168294907, + 0.19424504041671753, + 0.1616714745759964, + 0.23392418026924133, + 0.04959425330162048, + 0.139017716050148 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.0059555694460868835 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013388964580371976 + ], + "opposite_logprob_tokens": [ + -6.626338958740234 + ], + "logprob_reward": -0.0013388964580371976, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013388964580371976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14540454745292664, + 0.052600257098674774, + 0.056897081434726715, + 0.28059399127960205, + 0.06810916215181351, + 0.05776888132095337, + 0.06646609306335449, + 0.05490964651107788, + 0.10715270042419434, + 0.11009768396615982 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.0013388964580371976 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809856250882149 + ], + "opposite_logprob_tokens": [ + -3.2880985736846924 + ], + "logprob_reward": -0.03809856250882149, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809856250882149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08517555147409439, + 0.02187964878976345, + 0.019350938498973846, + 0.03158905357122421, + 0.131645068526268, + 0.12848436832427979, + 0.06218017265200615, + 0.11246462166309357, + 0.1574477106332779, + 0.24978281557559967 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.03809856250882149 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a thick, white ceramic coffee cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cup resting on a deeply textured wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coffee in the cup appear rich and almost black with a bright spot from sidelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the desk shake slightly and steadily, causing concentric ripples to radiate from the coffee surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cup slide slightly across the tabletop while the camera maintains a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048650577664375305 + ], + "opposite_logprob_tokens": [ + -3.0486505031585693 + ], + "logprob_reward": -0.048650577664375305, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048650577664375305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037205539643764496, + 0.013456339947879314, + 0.013415857218205929, + 0.033165834844112396, + 0.04206700623035431, + 0.06056808680295944, + 0.0775129646062851, + 0.22929225862026215, + 0.1091434434056282, + 0.3841727077960968 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.048650577664375305 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_13/index_tensor([3387, 3387])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_13/index_tensor([3387, 3387])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9bf43c2286539e662c2e1f871f6c4e836baff3d0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_13/index_tensor([3387, 3387])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic close-up shot from a slightly overhead angle locks the viewer's gaze firmly on a cauldron of bubbling Sichuan hot pot. The vibrant, scalding broth is coated in a layer of shimmering, alluring red oil. Countless giant bubbles surge upward from the bottom, violently bursting on the surface, sending up tiny droplets of oil and releasing wisps of white steam. Freshly sliced, tender, tender beef rolls, freshly simmered in the broth, unfurl and tumble, their edges rapidly transforming from raw red to off-white. A few emerald green leaves, slightly wilting in the heat, join golden, saturated tofu and sliced shiitake mushrooms, bobbing and colliding with each surge of the broth, as if engaging in a passionate and chaotic dance. Warm lighting from above casts bright highlights on the glossy broth, imbuing the scene with a warm, rich, and earthy atmosphere, creating a mouth-watering and deeply impactful sensory experience.", + "seed": 27190, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_13/index_3387_seed_27190_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.009740930213592947, + "vlm_logprob": -0.009740930213592947, + "vlm_yes_no_margin": 5.525, + "vlm_token_credit": -0.009740930213592947, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0026905073318630457 + ], + "opposite_logprob_tokens": [ + -6.127690315246582 + ], + "logprob_reward": -0.0026905073318630457, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0026905073318630457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2050190269947052, + 0.2296385020017624, + 0.07821287214756012, + 0.0705001950263977, + 0.11661121994256973, + 0.02080334909260273, + 0.05715259909629822, + 0.022357607260346413, + 0.030694572255015373, + 0.16901002824306488 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0026905073318630457 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006389960180968046 + ], + "opposite_logprob_tokens": [ + -7.375638961791992 + ], + "logprob_reward": -0.0006389960180968046, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006389960180968046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21827250719070435, + 0.22745411098003387, + 0.06240930035710335, + 0.09886013716459274, + 0.07911361008882523, + 0.03702060133218765, + 0.03817662224173546, + 0.03783022612333298, + 0.06491642445325851, + 0.13594643771648407 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0006389960180968046 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328725904226303 + ], + "opposite_logprob_tokens": [ + -3.773287296295166 + ], + "logprob_reward": -0.02328725904226303, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328725904226303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08928823471069336, + 0.07664808630943298, + 0.041794419288635254, + 0.1243918165564537, + 0.261053204536438, + 0.06617849320173264, + 0.042647670954465866, + 0.0338294580578804, + 0.04232126101851463, + 0.22184740006923676 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.02328725904226303 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574599504470825 + ], + "opposite_logprob_tokens": [ + -3.8955745697021484 + ], + "logprob_reward": -0.020574599504470825, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574599504470825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16372697055339813, + 0.17774496972560883, + 0.10545895248651505, + 0.08636463433504105, + 0.11447340995073318, + 0.04378776624798775, + 0.07226953655481339, + 0.0967322289943695, + 0.025809282436966896, + 0.1136322095990181 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.020574599504470825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015132891712710261 + ], + "opposite_logprob_tokens": [ + -6.501513481140137 + ], + "logprob_reward": -0.0015132891712710261, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015132891712710261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1842142641544342, + 0.14159521460533142, + 0.13946670293807983, + 0.06046162545681, + 0.08093750476837158, + 0.041595637798309326, + 0.0627581775188446, + 0.05741534009575844, + 0.08256670087575912, + 0.14898879826068878 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0015132891712710261 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic close-up shot from a slightly overhead angle locks the viewer's gaze firmly on a cauldron of bubbling Sichuan hot pot. The vibrant, scalding broth is coated in a layer of shimmering, alluring red oil. Countless giant bubbles surge upward from the bottom, violently bursting on the surface, sending up tiny droplets of oil and releasing wisps of white steam. Freshly sliced, tender, tender beef rolls, freshly simmered in the broth, unfurl and tumble, their edges rapidly transforming from raw red to off-white. A few emerald green leaves, slightly wilting in the heat, join golden, saturated tofu and sliced shiitake mushrooms, bobbing and colliding with each surge of the broth, as if engaging in a passionate and chaotic dance. Warm lighting from above casts bright highlights on the glossy broth, imbuing the scene with a warm, rich, and earthy atmosphere, creating a mouth-watering and deeply impactful sensory experience.", + "seed": 27191, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_13/index_3387_seed_27191_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.004576740064658224, + "vlm_logprob": -0.004576740064658224, + "vlm_yes_no_margin": 5.675, + "vlm_token_credit": -0.004576740064658224, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004248284734785557 + ], + "opposite_logprob_tokens": [ + -5.629248142242432 + ], + "logprob_reward": -0.004248284734785557, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004248284734785557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09726067632436752, + 0.5060561299324036, + 0.04705074056982994, + 0.046960003674030304, + 0.027030624449253082, + 0.08762046694755554, + 0.0647873654961586, + 0.06728533655405045, + 0.035169459879398346, + 0.02077925018966198 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.004248284734785557 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001520311925560236 + ], + "opposite_logprob_tokens": [ + -6.501520156860352 + ], + "logprob_reward": -0.001520311925560236, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001520311925560236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2887897789478302, + 0.14804412424564362, + 0.11302052438259125, + 0.06055913493037224, + 0.15521705150604248, + 0.06568954139947891, + 0.04163036495447159, + 0.07196580618619919, + 0.033333130180835724, + 0.021750595420598984 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.001520311925560236 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081226170063019 + ], + "opposite_logprob_tokens": [ + -4.511081218719482 + ], + "logprob_reward": -0.011081226170063019, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081226170063019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27997690439224243, + 0.06651685386896133, + 0.07370495051145554, + 0.09847906976938248, + 0.04174618422985077, + 0.0963524803519249, + 0.12372967600822449, + 0.05410345271229744, + 0.10088134557008743, + 0.0645090788602829 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.011081226170063019 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092651419341564 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092651419341564, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092651419341564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10688827186822891, + 0.1759798675775528, + 0.3547900319099426, + 0.07379511743783951, + 0.06419436633586884, + 0.0755285918712616, + 0.028989654034376144, + 0.04477999359369278, + 0.05722521245479584, + 0.0178288035094738 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.004092651419341564 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019412260735407472 + ], + "opposite_logprob_tokens": [ + -6.251941204071045 + ], + "logprob_reward": -0.0019412260735407472, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019412260735407472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13406004011631012, + 0.3699501156806946, + 0.14021873474121094, + 0.019993329420685768, + 0.07273153215646744, + 0.09919328987598419, + 0.04552749916911125, + 0.04130943492054939, + 0.02817648835480213, + 0.04883957281708717 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0019412260735407472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic close-up shot from a slightly overhead angle locks the viewer's gaze firmly on a cauldron of bubbling Sichuan hot pot. The vibrant, scalding broth is coated in a layer of shimmering, alluring red oil. Countless giant bubbles surge upward from the bottom, violently bursting on the surface, sending up tiny droplets of oil and releasing wisps of white steam. Freshly sliced, tender, tender beef rolls, freshly simmered in the broth, unfurl and tumble, their edges rapidly transforming from raw red to off-white. A few emerald green leaves, slightly wilting in the heat, join golden, saturated tofu and sliced shiitake mushrooms, bobbing and colliding with each surge of the broth, as if engaging in a passionate and chaotic dance. Warm lighting from above casts bright highlights on the glossy broth, imbuing the scene with a warm, rich, and earthy atmosphere, creating a mouth-watering and deeply impactful sensory experience.", + "seed": 27192, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_13/index_3387_seed_27192_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0042025289498269554, + "vlm_logprob": -0.0042025289498269554, + "vlm_yes_no_margin": 5.975, + "vlm_token_credit": -0.0042025289498269554, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028288844041526318 + ], + "opposite_logprob_tokens": [ + -6.127829074859619 + ], + "logprob_reward": -0.0028288844041526318, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0028288844041526318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3929254412651062, + 0.09335660934448242, + 0.0831175446510315, + 0.043765824288129807, + 0.05752670019865036, + 0.06582365185022354, + 0.05948043614625931, + 0.06924958527088165, + 0.09141158312559128, + 0.04334256425499916 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0028288844041526318 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001046586548909545 + ], + "opposite_logprob_tokens": [ + -6.876046657562256 + ], + "logprob_reward": -0.001046586548909545, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001046586548909545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26085060834884644, + 0.09249138087034225, + 0.05804838240146637, + 0.06319547444581985, + 0.03172474354505539, + 0.08169160783290863, + 0.041840557008981705, + 0.31416964530944824, + 0.024944178760051727, + 0.03104339726269245 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.001046586548909545 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075684800744057 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075684800744057, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075684800744057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3853623569011688, + 0.03018670156598091, + 0.0548991821706295, + 0.03060636669397354, + 0.11834898591041565, + 0.1587969958782196, + 0.031846556812524796, + 0.15055981278419495, + 0.022363223135471344, + 0.017029842361807823 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.011075684800744057 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249288398772478 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249288398772478, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249288398772478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.473840594291687, + 0.02916453778743744, + 0.025678539648652077, + 0.1608707308769226, + 0.03588176891207695, + 0.08198796212673187, + 0.02645379677414894, + 0.08789804577827454, + 0.023700321093201637, + 0.05452367290854454 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.005249288398772478 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008122005965560675 + ], + "opposite_logprob_tokens": [ + -7.12581205368042 + ], + "logprob_reward": -0.0008122005965560675, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008122005965560675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5928182601928711, + 0.03480517119169235, + 0.02981453947722912, + 0.014724365435540676, + 0.033867958933115005, + 0.05081916227936745, + 0.018055299296975136, + 0.15795381367206573, + 0.010776546783745289, + 0.056364867836236954 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0008122005965560675 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic close-up shot from a slightly overhead angle locks the viewer's gaze firmly on a cauldron of bubbling Sichuan hot pot. The vibrant, scalding broth is coated in a layer of shimmering, alluring red oil. Countless giant bubbles surge upward from the bottom, violently bursting on the surface, sending up tiny droplets of oil and releasing wisps of white steam. Freshly sliced, tender, tender beef rolls, freshly simmered in the broth, unfurl and tumble, their edges rapidly transforming from raw red to off-white. A few emerald green leaves, slightly wilting in the heat, join golden, saturated tofu and sliced shiitake mushrooms, bobbing and colliding with each surge of the broth, as if engaging in a passionate and chaotic dance. Warm lighting from above casts bright highlights on the glossy broth, imbuing the scene with a warm, rich, and earthy atmosphere, creating a mouth-watering and deeply impactful sensory experience.", + "seed": 27193, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_13/index_3387_seed_27193_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.009528400306589902, + "vlm_logprob": -0.009528400306589902, + "vlm_yes_no_margin": 5.325, + "vlm_token_credit": -0.009528400306589902, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007663730066269636 + ], + "opposite_logprob_tokens": [ + -5.132663726806641 + ], + "logprob_reward": -0.007663730066269636, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.007663730066269636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7465359568595886, + 0.03918621689081192, + 0.012117031030356884, + 0.011076836846768856, + 0.013198279775679111, + 0.04126505181193352, + 0.01768733747303486, + 0.0381094366312027, + 0.061655834317207336, + 0.019168047234416008 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.007663730066269636 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010487301042303443 + ], + "opposite_logprob_tokens": [ + -6.876048564910889 + ], + "logprob_reward": -0.0010487301042303443, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010487301042303443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4879009425640106, + 0.11246029287576675, + 0.022950680926442146, + 0.06368386000394821, + 0.02846067026257515, + 0.06454286724328995, + 0.032969724386930466, + 0.03356941416859627, + 0.08792401105165482, + 0.06553757190704346 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0010487301042303443 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344221085309982 + ], + "opposite_logprob_tokens": [ + -3.6513442993164062 + ], + "logprob_reward": -0.026344221085309982, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344221085309982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7339960336685181, + 0.041410479694604874, + 0.00925329327583313, + 0.03272727131843567, + 0.018441317602992058, + 0.022268865257501602, + 0.02101568691432476, + 0.01842772588133812, + 0.06660232692956924, + 0.035857055336236954 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.026344221085309982 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107191201299429 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.01107191201299429, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107191201299429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6131370067596436, + 0.024952344596385956, + 0.01434930507093668, + 0.021487178280949593, + 0.014651683159172535, + 0.05226733908057213, + 0.04241050407290459, + 0.016925955191254616, + 0.14918369054794312, + 0.050634995102882385 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.01107191201299429 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle focused on a cauldron of Sichuan hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth vibrant red with a layer of shimmering oil and countless giant bubbles bursting on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tender beef rolls visible unfurling and changing color from raw red to off-white in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green leaves, golden tofu, and sliced shiitake mushrooms visible bobbing in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with warm lighting from above casting bright highlights on the glossy broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001513408264145255 + ], + "opposite_logprob_tokens": [ + -6.501513481140137 + ], + "logprob_reward": -0.001513408264145255, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001513408264145255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6190500855445862, + 0.05569235235452652, + 0.02141055464744568, + 0.030427170917391777, + 0.018933234736323357, + 0.020503800362348557, + 0.025787167251110077, + 0.031059736385941505, + 0.11809185892343521, + 0.059043943881988525 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.001513408264145255 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_14/index_tensor([8459, 8459])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_14/index_tensor([8459, 8459])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7e24222742a68c34ce420b035875b422bf71961e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_14/index_tensor([8459, 8459])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic low-angle shot captures an iconic coupe, its sleek metallic silver body accented by bold, geometric racing vinyl in a vibrant electric blue, executing a flawless, tight spin on rain-slicked, well-lit black asphalt. The entire scene is rendered in a vibrant urbane art style, defined by sharp outlines that imbue every element with a crisp graphic quality and a highly saturated color palette. As the car spins with controlled violence, its tires explode with dramatic sprays of water that capture the kaleidoscopic glow of holographic advertising, atomizing into a shimmering mist. The camera then begins to smoothly pull back and forth, seamlessly transitioning to a wide-angle shot, revealing a vast, multi-layered futuristic cityscape. Its densely packed buildings and glowing light paths are beautifully reflected in the mirror-like puddles covering the streets below, creating a stunning and vibrant cityscape.", + "seed": 9742, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_14/index_8459_seed_9742_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04089729693951085, + "vlm_logprob": -0.04089729693951085, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.04089729693951085, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023674197494983673 + ], + "opposite_logprob_tokens": [ + -3.773674249649048 + ], + "logprob_reward": -0.023674197494983673, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023674197494983673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18275369703769684, + 0.19470946490764618, + 0.08392782509326935, + 0.15639717876911163, + 0.037276338785886765, + 0.01946886070072651, + 0.047294050455093384, + 0.17603354156017303, + 0.05430461838841438, + 0.04783448949456215 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.023674197494983673 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002848386764526 + ], + "opposite_logprob_tokens": [ + -2.69502854347229 + ], + "logprob_reward": -0.07002848386764526, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002848386764526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08945102244615555, + 0.06648698449134827, + 0.049613844603300095, + 0.1112041249871254, + 0.08273448050022125, + 0.054810598492622375, + 0.11008115112781525, + 0.24417704343795776, + 0.09463690966367722, + 0.09680382162332535 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.07002848386764526 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784713387489319 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784713387489319, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784713387489319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1385464072227478, + 0.09652926027774811, + 0.061238981783390045, + 0.13619793951511383, + 0.0693562850356102, + 0.01739107072353363, + 0.12328090518712997, + 0.1851990520954132, + 0.06000685691833496, + 0.11225320398807526 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.009784713387489319 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007180972606875002 + ], + "opposite_logprob_tokens": [ + -7.250718116760254 + ], + "logprob_reward": -0.0007180972606875002, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007180972606875002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14812368154525757, + 0.08219673484563828, + 0.06401389092206955, + 0.06157347932457924, + 0.08821123838424683, + 0.033122871071100235, + 0.11267408728599548, + 0.06921472400426865, + 0.26345568895339966, + 0.07741356641054153 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.0007180972606875002 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1002809926867485 + ], + "opposite_logprob_tokens": [ + -2.350281000137329 + ], + "logprob_reward": -0.1002809926867485, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1002809926867485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08197616785764694, + 0.07987003028392792, + 0.07442006468772888, + 0.10388161242008209, + 0.07311557978391647, + 0.05313101410865784, + 0.22388722002506256, + 0.2526355981826782, + 0.02217395417392254, + 0.034908752888441086 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.1002809926867485 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle shot captures an iconic coupe, its sleek metallic silver body accented by bold, geometric racing vinyl in a vibrant electric blue, executing a flawless, tight spin on rain-slicked, well-lit black asphalt. The entire scene is rendered in a vibrant urbane art style, defined by sharp outlines that imbue every element with a crisp graphic quality and a highly saturated color palette. As the car spins with controlled violence, its tires explode with dramatic sprays of water that capture the kaleidoscopic glow of holographic advertising, atomizing into a shimmering mist. The camera then begins to smoothly pull back and forth, seamlessly transitioning to a wide-angle shot, revealing a vast, multi-layered futuristic cityscape. Its densely packed buildings and glowing light paths are beautifully reflected in the mirror-like puddles covering the streets below, creating a stunning and vibrant cityscape.", + "seed": 9743, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_14/index_8459_seed_9743_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020960956637281924, + "vlm_logprob": -0.020960956637281924, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.020960956637281924, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023518532514572144 + ], + "opposite_logprob_tokens": [ + -3.7735185623168945 + ], + "logprob_reward": -0.023518532514572144, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023518532514572144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3356952369213104, + 0.06501631438732147, + 0.10190965235233307, + 0.16478976607322693, + 0.10466248542070389, + 0.04707084223628044, + 0.05414596572518349, + 0.03910334035754204, + 0.03948303684592247, + 0.04812329262495041 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.023518532514572144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981058694422245 + ], + "opposite_logprob_tokens": [ + -3.529810667037964 + ], + "logprob_reward": -0.02981058694422245, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981058694422245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06936359405517578, + 0.0720394104719162, + 0.0686078891158104, + 0.1272481381893158, + 0.10024106502532959, + 0.19129160046577454, + 0.06244029477238655, + 0.11087211966514587, + 0.12255556881427765, + 0.0753403827548027 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.02981058694422245 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626938167959452 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007626938167959452, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626938167959452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06242110952734947, + 0.059471216052770615, + 0.08651835471391678, + 0.03546074405312538, + 0.05156907066702843, + 0.07220916450023651, + 0.11177843809127808, + 0.21892906725406647, + 0.1447756588459015, + 0.1568671464920044 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.007626938167959452 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008112476789392531 + ], + "opposite_logprob_tokens": [ + -7.1258111000061035 + ], + "logprob_reward": -0.0008112476789392531, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008112476789392531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04466914013028145, + 0.04998530447483063, + 0.05837106704711914, + 0.04565905034542084, + 0.06603381037712097, + 0.1127314493060112, + 0.12981142103672028, + 0.2941901981830597, + 0.13594359159469604, + 0.0626048892736435 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.0008112476789392531 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043037477880716324 + ], + "opposite_logprob_tokens": [ + -3.1680374145507812 + ], + "logprob_reward": -0.043037477880716324, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043037477880716324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08885378390550613, + 0.04051664471626282, + 0.08974945545196533, + 0.04059324041008949, + 0.02740723267197609, + 0.044424425810575485, + 0.09304111450910568, + 0.11464425921440125, + 0.13044749200344086, + 0.33032235503196716 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.043037477880716324 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle shot captures an iconic coupe, its sleek metallic silver body accented by bold, geometric racing vinyl in a vibrant electric blue, executing a flawless, tight spin on rain-slicked, well-lit black asphalt. The entire scene is rendered in a vibrant urbane art style, defined by sharp outlines that imbue every element with a crisp graphic quality and a highly saturated color palette. As the car spins with controlled violence, its tires explode with dramatic sprays of water that capture the kaleidoscopic glow of holographic advertising, atomizing into a shimmering mist. The camera then begins to smoothly pull back and forth, seamlessly transitioning to a wide-angle shot, revealing a vast, multi-layered futuristic cityscape. Its densely packed buildings and glowing light paths are beautifully reflected in the mirror-like puddles covering the streets below, creating a stunning and vibrant cityscape.", + "seed": 9744, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_14/index_8459_seed_9744_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.043590035650413486, + "vlm_logprob": -0.043590035650413486, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.043590035650413486, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008010405115783215 + ], + "opposite_logprob_tokens": [ + -4.883010387420654 + ], + "logprob_reward": -0.008010405115783215, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008010405115783215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14382167160511017, + 0.11327469348907471, + 0.05590914562344551, + 0.12876632809638977, + 0.051150932908058167, + 0.11015398055315018, + 0.1324574202299118, + 0.048451464623212814, + 0.08782254904508591, + 0.1281917840242386 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.008010405115783215 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292446404695511 + ], + "opposite_logprob_tokens": [ + -2.237924575805664 + ], + "logprob_reward": -0.11292446404695511, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292446404695511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16648569703102112, + 0.08720062673091888, + 0.055581994354724884, + 0.07328862696886063, + 0.04235422611236572, + 0.10796914994716644, + 0.2339998334646225, + 0.06310364603996277, + 0.10198123753070831, + 0.06803499162197113 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.11292446404695511 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11071520298719406, + 0.2007277011871338, + 0.03340500593185425, + 0.20892508327960968, + 0.03726732358336449, + 0.09259220212697983, + 0.052076831459999084, + 0.10015520453453064, + 0.08773943036794662, + 0.07639600336551666 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.007628831081092358 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003861635341309011 + ], + "opposite_logprob_tokens": [ + -7.8753862380981445 + ], + "logprob_reward": -0.0003861635341309011, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.0003861635341309011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09412754327058792, + 0.06463934481143951, + 0.026397716253995895, + 0.04877052083611488, + 0.03657543659210205, + 0.06228804215788841, + 0.06514443457126617, + 0.24541938304901123, + 0.18140959739685059, + 0.1752280294895172 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.0003861635341309011 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900031447410583 + ], + "opposite_logprob_tokens": [ + -2.4640002250671387 + ], + "logprob_reward": -0.08900031447410583, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900031447410583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15240353345870972, + 0.15282461047172546, + 0.07478272169828415, + 0.0686023160815239, + 0.08184338361024857, + 0.09013790637254715, + 0.15938247740268707, + 0.06784003973007202, + 0.08741895109415054, + 0.06476408243179321 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.08900031447410583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle shot captures an iconic coupe, its sleek metallic silver body accented by bold, geometric racing vinyl in a vibrant electric blue, executing a flawless, tight spin on rain-slicked, well-lit black asphalt. The entire scene is rendered in a vibrant urbane art style, defined by sharp outlines that imbue every element with a crisp graphic quality and a highly saturated color palette. As the car spins with controlled violence, its tires explode with dramatic sprays of water that capture the kaleidoscopic glow of holographic advertising, atomizing into a shimmering mist. The camera then begins to smoothly pull back and forth, seamlessly transitioning to a wide-angle shot, revealing a vast, multi-layered futuristic cityscape. Its densely packed buildings and glowing light paths are beautifully reflected in the mirror-like puddles covering the streets below, creating a stunning and vibrant cityscape.", + "seed": 9745, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_14/index_8459_seed_9745_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025140141509473322, + "vlm_logprob": -0.025140141509473322, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.025140141509473322, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03847602754831314 + ], + "opposite_logprob_tokens": [ + -3.28847599029541 + ], + "logprob_reward": -0.03847602754831314, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03847602754831314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.170183464884758, + 0.3007183074951172, + 0.06119931861758232, + 0.07175012677907944, + 0.0719851553440094, + 0.057876672595739365, + 0.04252916947007179, + 0.06996180862188339, + 0.06989775598049164, + 0.08389817923307419 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.03847602754831314 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583707839250565 + ], + "opposite_logprob_tokens": [ + -3.8955836296081543 + ], + "logprob_reward": -0.020583707839250565, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583707839250565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0700509250164032, + 0.09163844585418701, + 0.033959440886974335, + 0.02120540291070938, + 0.04306550696492195, + 0.4105518162250519, + 0.052112676203250885, + 0.11873117834329605, + 0.11959470808506012, + 0.039089810103178024 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.020583707839250565 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626465056091547 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626465056091547, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626465056091547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08708310127258301, + 0.13363923132419586, + 0.049264777451753616, + 0.023089393973350525, + 0.06451797485351562, + 0.10047097504138947, + 0.03772933408617973, + 0.264024943113327, + 0.10082216560840607, + 0.13935817778110504 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.007626465056091547 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091464448720217 + ], + "opposite_logprob_tokens": [ + -5.504091262817383 + ], + "logprob_reward": -0.004091464448720217, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091464448720217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13897760212421417, + 0.18070140480995178, + 0.05610659345984459, + 0.09244923293590546, + 0.039623428136110306, + 0.07121724635362625, + 0.07041803002357483, + 0.051982760429382324, + 0.07051485031843185, + 0.22800883650779724 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.004091464448720217 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an iconic coupe with a metallic silver body and electric blue racing vinyl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car executing a tight spin on rain-slicked black asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature water sprays from the tires reflecting holographic advertising lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and urbane with sharp outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull back and forth to reveal a wide-angle view of a futuristic cityscape with glowing light paths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05492304265499115 + ], + "opposite_logprob_tokens": [ + -2.9299230575561523 + ], + "logprob_reward": -0.05492304265499115, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05492304265499115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17254403233528137, + 0.08717919886112213, + 0.04987248405814171, + 0.13495580852031708, + 0.047238077968358994, + 0.0869099497795105, + 0.11544860899448395, + 0.09447341412305832, + 0.061997510492801666, + 0.1493809074163437 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.05492304265499115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_15/index_tensor([7559, 7559])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_15/index_tensor([7559, 7559])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..920a0dbeaed8fb3394a5f923ec8c7ce2004c343b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_15/index_tensor([7559, 7559])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion close-up focuses on a medical certificate, printed in black ink, gripped tightly by a pair of bony hands, their knuckles turning slightly white from the pressure. With a resounding, drawn-out, crisp tearing sound, the paper is decisively and violently split in two, then torn again, instantly shattering into countless fragments of varying sizes. The hands then release, and the camera tilts slightly upward, capturing the pieces of paper drifting through the air as if weightless. The warm, slanting afternoon sun streams through the window, creating a distinct Tyndall beam in the air, shimmering with tiny particles of dust. As each swirling, tumbling scrap of paper passes through the light, its jagged white edges momentarily illuminated, shimmering with a fleeting, soft glow. The background is a completely out-of-focus, soft-toned corner of the room. All visual focus is on these fragments fluttering like butterflies, falling in an elegant and slow posture. The whole picture is full of strong symbolic meaning, conveying a heavy yet relieved tranquil atmosphere in an almost silent dynamic.", + "seed": 13215, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_15/index_7559_seed_13215_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.690661708265543, + "vlm_logprob": -0.690661708265543, + "vlm_yes_no_margin": 1.7, + "vlm_token_credit": -0.690661708265543, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.1682822704315186 + ], + "opposite_logprob_tokens": [ + -0.04328238219022751 + ], + "logprob_reward": -3.1682822704315186, + "yes_no_margin_reward": -3.125, + "token_credit_reward": -3.1682822704315186, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14927005767822266, + 0.08146576583385468, + 0.03710401803255081, + 0.024616766721010208, + 0.11342629045248032, + 0.15916027128696442, + 0.08986051380634308, + 0.16800828278064728, + 0.04815622791647911, + 0.12893186509609222 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -3.1682822704315186 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16060498356819153 + ], + "opposite_logprob_tokens": [ + -1.9106049537658691 + ], + "logprob_reward": -0.16060498356819153, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16060498356819153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1548077017068863, + 0.1491858810186386, + 0.03869786858558655, + 0.06780815869569778, + 0.07664963603019714, + 0.21549078822135925, + 0.037590425461530685, + 0.10799366235733032, + 0.03787544369697571, + 0.11390043795108795 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.16060498356819153 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033762987703084946 + ], + "opposite_logprob_tokens": [ + -3.4087629318237305 + ], + "logprob_reward": -0.033762987703084946, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033762987703084946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10642530024051666, + 0.052672840654850006, + 0.029828276485204697, + 0.03709898516535759, + 0.13754284381866455, + 0.0874049961566925, + 0.15172596275806427, + 0.17919932305812836, + 0.0674469843506813, + 0.15065445005893707 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.033762987703084946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020613253116607666 + ], + "opposite_logprob_tokens": [ + -3.895613193511963 + ], + "logprob_reward": -0.020613253116607666, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020613253116607666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10917627811431885, + 0.059836238622665405, + 0.03508458286523819, + 0.02134874276816845, + 0.08304181694984436, + 0.2429012954235077, + 0.08178449422121048, + 0.13794879615306854, + 0.04322859272360802, + 0.18564912676811218 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.020613253116607666 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004504650831223 + ], + "opposite_logprob_tokens": [ + -2.695044994354248 + ], + "logprob_reward": -0.07004504650831223, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004504650831223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1686335653066635, + 0.07186965644359589, + 0.03309929370880127, + 0.06097967550158501, + 0.09668369591236115, + 0.12972380220890045, + 0.09782405197620392, + 0.1773638129234314, + 0.04116543382406235, + 0.12265704572200775 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.07004504650831223 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion close-up focuses on a medical certificate, printed in black ink, gripped tightly by a pair of bony hands, their knuckles turning slightly white from the pressure. With a resounding, drawn-out, crisp tearing sound, the paper is decisively and violently split in two, then torn again, instantly shattering into countless fragments of varying sizes. The hands then release, and the camera tilts slightly upward, capturing the pieces of paper drifting through the air as if weightless. The warm, slanting afternoon sun streams through the window, creating a distinct Tyndall beam in the air, shimmering with tiny particles of dust. As each swirling, tumbling scrap of paper passes through the light, its jagged white edges momentarily illuminated, shimmering with a fleeting, soft glow. The background is a completely out-of-focus, soft-toned corner of the room. All visual focus is on these fragments fluttering like butterflies, falling in an elegant and slow posture. The whole picture is full of strong symbolic meaning, conveying a heavy yet relieved tranquil atmosphere in an almost silent dynamic.", + "seed": 13216, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_15/index_7559_seed_13216_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2392289090901613, + "vlm_logprob": -0.2392289090901613, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.2392289090901613, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8995933532714844 + ], + "opposite_logprob_tokens": [ + -0.5245933532714844 + ], + "logprob_reward": -0.8995933532714844, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8995933532714844, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04349775239825249, + 0.05315160006284714, + 0.06079668179154396, + 0.02605147287249565, + 0.20222331583499908, + 0.03814147412776947, + 0.30417126417160034, + 0.03869966045022011, + 0.020147893577814102, + 0.21311894059181213 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.8995933532714844 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17994432151317596 + ], + "opposite_logprob_tokens": [ + -1.8049442768096924 + ], + "logprob_reward": -0.17994432151317596, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17994432151317596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1343226432800293, + 0.28478294610977173, + 0.14415289461612701, + 0.046252913773059845, + 0.1001911535859108, + 0.08696494251489639, + 0.07080783694982529, + 0.03916759788990021, + 0.01938544027507305, + 0.07397161424160004 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.17994432151317596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029821811243891716 + ], + "opposite_logprob_tokens": [ + -3.5298218727111816 + ], + "logprob_reward": -0.029821811243891716, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029821811243891716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08346253633499146, + 0.058660298585891724, + 0.06455846130847931, + 0.06753678619861603, + 0.11499563604593277, + 0.2568298876285553, + 0.1878024935722351, + 0.06908787786960602, + 0.028901835903525352, + 0.0681641548871994 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.029821811243891716 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048682596534490585 + ], + "opposite_logprob_tokens": [ + -3.048682689666748 + ], + "logprob_reward": -0.048682596534490585, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048682596534490585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048038311302661896, + 0.027590256184339523, + 0.056825436651706696, + 0.23122864961624146, + 0.2212042659521103, + 0.050603557378053665, + 0.3169398903846741, + 0.0224191565066576, + 0.00962690357118845, + 0.015523572452366352 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.048682596534490585 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810246288776398 + ], + "opposite_logprob_tokens": [ + -3.288102388381958 + ], + "logprob_reward": -0.03810246288776398, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810246288776398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07572828233242035, + 0.11138208210468292, + 0.03622850030660629, + 0.09089235216379166, + 0.08511587232351303, + 0.07719442248344421, + 0.36823487281799316, + 0.0689665824174881, + 0.026680074632167816, + 0.05957704409956932 + ], + "top_frames": [ + 6, + 1, + 3 + ], + "selected_reward": -0.03810246288776398 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion close-up focuses on a medical certificate, printed in black ink, gripped tightly by a pair of bony hands, their knuckles turning slightly white from the pressure. With a resounding, drawn-out, crisp tearing sound, the paper is decisively and violently split in two, then torn again, instantly shattering into countless fragments of varying sizes. The hands then release, and the camera tilts slightly upward, capturing the pieces of paper drifting through the air as if weightless. The warm, slanting afternoon sun streams through the window, creating a distinct Tyndall beam in the air, shimmering with tiny particles of dust. As each swirling, tumbling scrap of paper passes through the light, its jagged white edges momentarily illuminated, shimmering with a fleeting, soft glow. The background is a completely out-of-focus, soft-toned corner of the room. All visual focus is on these fragments fluttering like butterflies, falling in an elegant and slow posture. The whole picture is full of strong symbolic meaning, conveying a heavy yet relieved tranquil atmosphere in an almost silent dynamic.", + "seed": 13217, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_15/index_7559_seed_13217_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.6367409609258174, + "vlm_logprob": -0.6367409609258174, + "vlm_yes_no_margin": 1.525, + "vlm_token_credit": -0.6367409609258174, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.8125648498535156 + ], + "opposite_logprob_tokens": [ + -0.06256486475467682 + ], + "logprob_reward": -2.8125648498535156, + "yes_no_margin_reward": -2.75, + "token_credit_reward": -2.8125648498535156, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22985753417015076, + 0.0541805624961853, + 0.08449408411979675, + 0.13615700602531433, + 0.030979890376329422, + 0.03309604153037071, + 0.02520575001835823, + 0.051819078624248505, + 0.04067716374993324, + 0.3135329484939575 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -2.8125648498535156 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10049933195114136 + ], + "opposite_logprob_tokens": [ + -2.350499391555786 + ], + "logprob_reward": -0.10049933195114136, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10049933195114136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19718298316001892, + 0.07947257906198502, + 0.20923767983913422, + 0.0885569378733635, + 0.02994854561984539, + 0.03256433457136154, + 0.026992566883563995, + 0.07785970717668533, + 0.02923698164522648, + 0.2289476990699768 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.10049933195114136 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17997907102108002 + ], + "opposite_logprob_tokens": [ + -1.8049790859222412 + ], + "logprob_reward": -0.17997907102108002, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17997907102108002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1527271419763565, + 0.07211142778396606, + 0.11622965335845947, + 0.08017374575138092, + 0.027532972395420074, + 0.02897743694484234, + 0.04982631653547287, + 0.2298964411020279, + 0.0478631854057312, + 0.1946617215871811 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.17997907102108002 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020613837987184525 + ], + "opposite_logprob_tokens": [ + -3.8956139087677 + ], + "logprob_reward": -0.020613837987184525, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020613837987184525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16692255437374115, + 0.06762594729661942, + 0.22838567197322845, + 0.1200927272439003, + 0.017242008820176125, + 0.05396362766623497, + 0.03639621660113335, + 0.036269411444664, + 0.06731314957141876, + 0.2057887315750122 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.020613837987184525 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004771381616592 + ], + "opposite_logprob_tokens": [ + -2.695047616958618 + ], + "logprob_reward": -0.07004771381616592, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004771381616592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08605780452489853, + 0.049485478550195694, + 0.07013288885354996, + 0.03863230347633362, + 0.03311840072274208, + 0.04683418944478035, + 0.13701440393924713, + 0.12233508378267288, + 0.11886387318372726, + 0.297525554895401 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.07004771381616592 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion close-up focuses on a medical certificate, printed in black ink, gripped tightly by a pair of bony hands, their knuckles turning slightly white from the pressure. With a resounding, drawn-out, crisp tearing sound, the paper is decisively and violently split in two, then torn again, instantly shattering into countless fragments of varying sizes. The hands then release, and the camera tilts slightly upward, capturing the pieces of paper drifting through the air as if weightless. The warm, slanting afternoon sun streams through the window, creating a distinct Tyndall beam in the air, shimmering with tiny particles of dust. As each swirling, tumbling scrap of paper passes through the light, its jagged white edges momentarily illuminated, shimmering with a fleeting, soft glow. The background is a completely out-of-focus, soft-toned corner of the room. All visual focus is on these fragments fluttering like butterflies, falling in an elegant and slow posture. The whole picture is full of strong symbolic meaning, conveying a heavy yet relieved tranquil atmosphere in an almost silent dynamic.", + "seed": 13218, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_15/index_7559_seed_13218_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.39807242527604103, + "vlm_logprob": -0.39807242527604103, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.39807242527604103, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8056261539459229 + ], + "opposite_logprob_tokens": [ + -0.18062609434127808 + ], + "logprob_reward": -1.8056261539459229, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8056261539459229, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0720822736620903, + 0.558178722858429, + 0.08744724839925766, + 0.07179855555295944, + 0.04128943756222725, + 0.023641346022486687, + 0.07119638472795486, + 0.014438446611166, + 0.014129568822681904, + 0.04579801857471466 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -1.8056261539459229 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07904991507530212 + ], + "opposite_logprob_tokens": [ + -2.579049825668335 + ], + "logprob_reward": -0.07904991507530212, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07904991507530212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04329470172524452, + 0.4457314908504486, + 0.17667117714881897, + 0.04638605937361717, + 0.05140267685055733, + 0.02067655697464943, + 0.05844905599951744, + 0.06461931765079498, + 0.051970288157463074, + 0.040798723697662354 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.07904991507530212 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868509620428085 + ], + "opposite_logprob_tokens": [ + -3.048685073852539 + ], + "logprob_reward": -0.04868509620428085, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868509620428085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0706019327044487, + 0.18214291334152222, + 0.06693458557128906, + 0.08054861426353455, + 0.09707999974489212, + 0.04503962770104408, + 0.15404100716114044, + 0.10100565105676651, + 0.039005573838949203, + 0.1636001020669937 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.04868509620428085 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330239862203598 + ], + "opposite_logprob_tokens": [ + -3.7733023166656494 + ], + "logprob_reward": -0.02330239862203598, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330239862203598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028386728838086128, + 0.21971683204174042, + 0.03904859721660614, + 0.09209609031677246, + 0.03487745672464371, + 0.02940567582845688, + 0.08033983409404755, + 0.08014315366744995, + 0.022317245602607727, + 0.3736684024333954 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.02330239862203598 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a medical certificate printed in black ink visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bony hands gripping the paper with knuckles turning white from pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper torn into countless fragments of varying sizes that drift through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm slanting afternoon sun creating a distinct Tyndall beam with dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slightly upward to capture the paper fragments drifting in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033698562532663345 + ], + "opposite_logprob_tokens": [ + -3.408698558807373 + ], + "logprob_reward": -0.033698562532663345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033698562532663345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09054038673639297, + 0.30988001823425293, + 0.07169729471206665, + 0.11618325859308243, + 0.05295687913894653, + 0.0414641909301281, + 0.1407240629196167, + 0.03918205946683884, + 0.07659344375133514, + 0.0607784129679203 + ], + "top_frames": [ + 1, + 6, + 3 + ], + "selected_reward": -0.033698562532663345 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_2/index_tensor([7369, 7369])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_2/index_tensor([7369, 7369])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..64edf8b1653c978479223e5caa0a51cdbd0238db --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_2/index_tensor([7369, 7369])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot, perched high above the sidewalk, follows a sleek, modern black-and-white police interceptor car as it speeds through rain-soaked city streets at night. A relentless downpour has slicked the asphalt to a black mirror, and the car's wide tires kick up a torrent of spray, barely maintaining traction as it hurtles forward. A discreet LED light bar atop the car's roof flickers silently, painting the wet street, the sleek car body, and the towering, dark skyscraper facades into a frenzied, pulsating flash of intense red and blue. The car's own powerful headlights carve a sharp white cone into the darkness, while the glow of distant neon signs and streetlights distorts and ripples across the wet surface and the puddles it carves, creating a palpable atmosphere imbued with a high-stakes sense of urgency and relentless pursuit.", + "seed": 31263, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_2/index_7369_seed_31263_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24110338576138018, + "vlm_logprob": -0.24110338576138018, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.24110338576138018, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7179917693138123 + ], + "opposite_logprob_tokens": [ + -0.7179917693138123 + ], + "logprob_reward": -0.7179917693138123, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7179917693138123, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12351222336292267, + 0.06253425776958466, + 0.05318739637732506, + 0.4755191206932068, + 0.06087162345647812, + 0.05309196189045906, + 0.055377230048179626, + 0.043821919709444046, + 0.023905349895358086, + 0.048179030418395996 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.7179917693138123 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006850093603134 + ], + "opposite_logprob_tokens": [ + -2.695068597793579 + ], + "logprob_reward": -0.07006850093603134, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006850093603134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06909765303134918, + 0.09370671212673187, + 0.036924757063388824, + 0.35319608449935913, + 0.042193979024887085, + 0.10926113277673721, + 0.07368317246437073, + 0.0915508046746254, + 0.0830983892083168, + 0.0472872294485569 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.07006850093603134 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486633002758026 + ], + "opposite_logprob_tokens": [ + -1.223663330078125 + ], + "logprob_reward": -0.3486633002758026, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486633002758026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04934299737215042, + 0.3739728331565857, + 0.02491886168718338, + 0.0799294114112854, + 0.054960668087005615, + 0.05793435871601105, + 0.06460130214691162, + 0.0966796949505806, + 0.10588237643241882, + 0.09177746623754501 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.3486633002758026 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743056699633598 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006743056699633598, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743056699633598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045303598046302795, + 0.05026744306087494, + 0.023155339062213898, + 0.33350589871406555, + 0.05942525714635849, + 0.09507620334625244, + 0.11878757923841476, + 0.21016409993171692, + 0.023166997358202934, + 0.04114760458469391 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.006743056699633598 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205030158162117 + ], + "opposite_logprob_tokens": [ + -2.8120503425598145 + ], + "logprob_reward": -0.06205030158162117, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205030158162117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09283826500177383, + 0.09151092916727066, + 0.027406800538301468, + 0.2168266624212265, + 0.18600602447986603, + 0.09900067746639252, + 0.07755891233682632, + 0.041870661079883575, + 0.031271085143089294, + 0.1357099413871765 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.06205030158162117 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot, perched high above the sidewalk, follows a sleek, modern black-and-white police interceptor car as it speeds through rain-soaked city streets at night. A relentless downpour has slicked the asphalt to a black mirror, and the car's wide tires kick up a torrent of spray, barely maintaining traction as it hurtles forward. A discreet LED light bar atop the car's roof flickers silently, painting the wet street, the sleek car body, and the towering, dark skyscraper facades into a frenzied, pulsating flash of intense red and blue. The car's own powerful headlights carve a sharp white cone into the darkness, while the glow of distant neon signs and streetlights distorts and ripples across the wet surface and the puddles it carves, creating a palpable atmosphere imbued with a high-stakes sense of urgency and relentless pursuit.", + "seed": 31264, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_2/index_7369_seed_31264_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1834628378972411, + "vlm_logprob": -0.1834628378972411, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.1834628378972411, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5325566530227661 + ], + "opposite_logprob_tokens": [ + -1.0325566530227661 + ], + "logprob_reward": -0.5325566530227661, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.5325566530227661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17788568139076233, + 0.22446712851524353, + 0.043399661779403687, + 0.01845525950193405, + 0.1327528953552246, + 0.055395908653736115, + 0.16720780730247498, + 0.04919745400547981, + 0.06999172270298004, + 0.06124651059508324 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.5325566530227661 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31349316239356995 + ], + "opposite_logprob_tokens": [ + -1.3134931325912476 + ], + "logprob_reward": -0.31349316239356995, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31349316239356995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12216848134994507, + 0.2557840943336487, + 0.05163083225488663, + 0.05106288939714432, + 0.10294097661972046, + 0.05945230647921562, + 0.15808066725730896, + 0.0707065761089325, + 0.05756818503141403, + 0.07060500234365463 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.31349316239356995 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020608816295862198 + ], + "opposite_logprob_tokens": [ + -3.895608901977539 + ], + "logprob_reward": -0.020608816295862198, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020608816295862198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4972623884677887, + 0.16135533154010773, + 0.030561646446585655, + 0.039151426404714584, + 0.05065267160534859, + 0.03339003399014473, + 0.09838010370731354, + 0.018754437565803528, + 0.027322066947817802, + 0.04316992312669754 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.020608816295862198 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556190602481365 + ], + "opposite_logprob_tokens": [ + -4.387556076049805 + ], + "logprob_reward": -0.012556190602481365, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556190602481365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17997407913208008, + 0.1995304673910141, + 0.026603030040860176, + 0.06403390318155289, + 0.2054494470357895, + 0.031909286975860596, + 0.16135954856872559, + 0.02779165469110012, + 0.05233345180749893, + 0.051015205681324005 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.012556190602481365 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038099367171525955 + ], + "opposite_logprob_tokens": [ + -3.2880992889404297 + ], + "logprob_reward": -0.038099367171525955, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038099367171525955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07968065142631531, + 0.20934231579303741, + 0.01965297758579254, + 0.04935559257864952, + 0.11056319624185562, + 0.04350604861974716, + 0.32371264696121216, + 0.0551360547542572, + 0.0761360451579094, + 0.032914452254772186 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.038099367171525955 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot, perched high above the sidewalk, follows a sleek, modern black-and-white police interceptor car as it speeds through rain-soaked city streets at night. A relentless downpour has slicked the asphalt to a black mirror, and the car's wide tires kick up a torrent of spray, barely maintaining traction as it hurtles forward. A discreet LED light bar atop the car's roof flickers silently, painting the wet street, the sleek car body, and the towering, dark skyscraper facades into a frenzied, pulsating flash of intense red and blue. The car's own powerful headlights carve a sharp white cone into the darkness, while the glow of distant neon signs and streetlights distorts and ripples across the wet surface and the puddles it carves, creating a palpable atmosphere imbued with a high-stakes sense of urgency and relentless pursuit.", + "seed": 31265, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_2/index_7369_seed_31265_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13515989929437638, + "vlm_logprob": -0.13515989929437638, + "vlm_yes_no_margin": 2.925000011920929, + "vlm_token_credit": -0.13515989929437638, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5058884024620056 + ], + "opposite_logprob_tokens": [ + -1.0058884620666504 + ], + "logprob_reward": -0.5058884024620056, + "yes_no_margin_reward": 0.5000000596046448, + "token_credit_reward": -0.5058884024620056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1633373647928238, + 0.07139939814805984, + 0.10671961307525635, + 0.05807879567146301, + 0.0951632484793663, + 0.08720666170120239, + 0.11470472812652588, + 0.12797191739082336, + 0.117930568754673, + 0.05748771131038666 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.5058884024620056 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08910336345434189 + ], + "opposite_logprob_tokens": [ + -2.4641034603118896 + ], + "logprob_reward": -0.08910336345434189, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08910336345434189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09130153059959412, + 0.10817915201187134, + 0.05122416466474533, + 0.06428869068622589, + 0.12383255362510681, + 0.11326447129249573, + 0.0674455538392067, + 0.16647714376449585, + 0.14399966597557068, + 0.06998711079359055 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.08910336345434189 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007642081007361412 + ], + "opposite_logprob_tokens": [ + -4.8826422691345215 + ], + "logprob_reward": -0.007642081007361412, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007642081007361412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41648629307746887, + 0.12202487885951996, + 0.041294876486063004, + 0.03517881780862808, + 0.151535764336586, + 0.02257991023361683, + 0.031736019998788834, + 0.07152125239372253, + 0.07333563268184662, + 0.03430652245879173 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.007642081007361412 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018203342333436012 + ], + "opposite_logprob_tokens": [ + -4.018203258514404 + ], + "logprob_reward": -0.018203342333436012, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018203342333436012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21448233723640442, + 0.0510573536157608, + 0.06623900681734085, + 0.07737468183040619, + 0.1346893608570099, + 0.1857931762933731, + 0.05102263391017914, + 0.08106233924627304, + 0.05700141564011574, + 0.08127764612436295 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.018203342333436012 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496230721473694 + ], + "opposite_logprob_tokens": [ + -2.929962396621704 + ], + "logprob_reward": -0.05496230721473694, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496230721473694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1663658171892166, + 0.09549690783023834, + 0.06276433169841766, + 0.04077186807990074, + 0.28972071409225464, + 0.06516440957784653, + 0.05759286507964134, + 0.08482881635427475, + 0.09325158596038818, + 0.044042669236660004 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.05496230721473694 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot, perched high above the sidewalk, follows a sleek, modern black-and-white police interceptor car as it speeds through rain-soaked city streets at night. A relentless downpour has slicked the asphalt to a black mirror, and the car's wide tires kick up a torrent of spray, barely maintaining traction as it hurtles forward. A discreet LED light bar atop the car's roof flickers silently, painting the wet street, the sleek car body, and the towering, dark skyscraper facades into a frenzied, pulsating flash of intense red and blue. The car's own powerful headlights carve a sharp white cone into the darkness, while the glow of distant neon signs and streetlights distorts and ripples across the wet surface and the puddles it carves, creating a palpable atmosphere imbued with a high-stakes sense of urgency and relentless pursuit.", + "seed": 31266, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_2/index_7369_seed_31266_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06871807388961315, + "vlm_logprob": -0.06871807388961315, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.06871807388961315, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.24568328261375427 + ], + "opposite_logprob_tokens": [ + -1.6206833124160767 + ], + "logprob_reward": -0.24568328261375427, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.24568328261375427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18052315711975098, + 0.09997659921646118, + 0.05154143273830414, + 0.13817210495471954, + 0.10389687865972519, + 0.07316102832555771, + 0.11931414902210236, + 0.08035987615585327, + 0.03982233628630638, + 0.11323248594999313 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.24568328261375427 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0487031489610672 + ], + "opposite_logprob_tokens": [ + -3.048703193664551 + ], + "logprob_reward": -0.0487031489610672, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0487031489610672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06919028609991074, + 0.09070611745119095, + 0.07340258359909058, + 0.07456193119287491, + 0.03838982805609703, + 0.05381142348051071, + 0.15867607295513153, + 0.12072072178125381, + 0.11378400772809982, + 0.20675697922706604 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.0487031489610672 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651631884276867 + ], + "opposite_logprob_tokens": [ + -4.7586517333984375 + ], + "logprob_reward": -0.008651631884276867, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651631884276867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25741201639175415, + 0.06554602831602097, + 0.06581097841262817, + 0.022769136354327202, + 0.04669433459639549, + 0.13946890830993652, + 0.07002905756235123, + 0.1058071106672287, + 0.13190887868404388, + 0.09455358237028122 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.008651631884276867 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0142059950158 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.0142059950158, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0142059950158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11917824298143387, + 0.08388369530439377, + 0.07417120039463043, + 0.12555304169654846, + 0.07585085928440094, + 0.08088265359401703, + 0.17572170495986938, + 0.053252190351486206, + 0.07254953682422638, + 0.13895688951015472 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.0142059950158 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot that follows a black-and-white police interceptor car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving through rain-soaked city streets at night with a downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car have a flickering LED light bar on the roof emitting red and blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's headlights carving a sharp white cone of light into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634631097316742 + ], + "opposite_logprob_tokens": [ + -3.651346206665039 + ], + "logprob_reward": -0.02634631097316742, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634631097316742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1270933598279953, + 0.05404196307063103, + 0.04605679586529732, + 0.06356115639209747, + 0.06840656697750092, + 0.05829441174864769, + 0.10212669521570206, + 0.17894789576530457, + 0.1407373994588852, + 0.16073369979858398 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.02634631097316742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_3/index_tensor([2578, 2578])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_3/index_tensor([2578, 2578])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2fe84302d33501d6c9d5e34d549b45a42532645f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_3/index_tensor([2578, 2578])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle, high-speed chase shot follows a young man on rollerblades as he engages a massive, fire-breathing dragon covered in obsidian scales. The young man's long, raven hair, tied in a high ponytail, whips wildly in the wind, his eyes piercing his steely face. He wears a sleeveless, bright red silk battle armor embroidered with golden flames, his bare arms muscular and defined. Beneath his feet, two rollerblades of bronze and flame spin at high speed, emitting dazzling sparks and allowing him to nimbly pivot and hover in the air. Just as the dragon coils around the serpentine's body, its maw opens, unleashing a devastating torrent of blazing orange-yellow flames. The young man reacts swiftly, leaning sideways and performing a breathtaking acrobatic maneuver to avoid the blaze. His immensely swift movements left a trail of faintly transparent afterimages of red clothing and golden flames in the twilight sky, a blend of deep purple and indigo, perfectly illustrating the ultimate sense of speed. The entire battlefield was situated atop a precipitous mountain range, with a mist-shrouded abyss below. The distant horizon burned with the afterglow of the setting sun, casting long, dramatic shadows over this epic confrontation. The air was filled with the tense atmosphere of scorching heat and clashing energy.", + "seed": 17560, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_3/index_2578_seed_17560_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10743305617943406, + "vlm_logprob": -0.10743305617943406, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.10743305617943406, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16110201179981232 + ], + "opposite_logprob_tokens": [ + -1.911102056503296 + ], + "logprob_reward": -0.16110201179981232, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16110201179981232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11726109683513641, + 0.07428933680057526, + 0.19854764640331268, + 0.14979666471481323, + 0.16571980714797974, + 0.041861578822135925, + 0.07566913962364197, + 0.07144280523061752, + 0.06083473935723305, + 0.04457706958055496 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.16110201179981232 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28134700655937195 + ], + "opposite_logprob_tokens": [ + -1.4063470363616943 + ], + "logprob_reward": -0.28134700655937195, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28134700655937195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10720185190439224, + 0.045499976724386215, + 0.3134036362171173, + 0.11110047250986099, + 0.07453083992004395, + 0.0725327879190445, + 0.03424456715583801, + 0.04436410591006279, + 0.039748191833496094, + 0.15737353265285492 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.28134700655937195 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900761812925339 + ], + "opposite_logprob_tokens": [ + -2.579007625579834 + ], + "logprob_reward": -0.07900761812925339, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900761812925339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09842120110988617, + 0.034610405564308167, + 0.3798348903656006, + 0.08157306164503098, + 0.07560879737138748, + 0.09256564825773239, + 0.12878678739070892, + 0.03183828294277191, + 0.04354646056890488, + 0.0332145057618618 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.07900761812925339 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637557547539473 + ], + "opposite_logprob_tokens": [ + -5.379637718200684 + ], + "logprob_reward": -0.004637557547539473, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637557547539473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2425253689289093, + 0.07424388825893402, + 0.1870783418416977, + 0.1411704123020172, + 0.05027346685528755, + 0.04412422329187393, + 0.03394484147429466, + 0.05145684629678726, + 0.06349515169858932, + 0.11168751120567322 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.004637557547539473 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107108686119318 + ], + "opposite_logprob_tokens": [ + -4.51107120513916 + ], + "logprob_reward": -0.01107108686119318, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107108686119318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18115860223770142, + 0.0797608494758606, + 0.12737685441970825, + 0.08016279339790344, + 0.06369012594223022, + 0.069847472012043, + 0.15608209371566772, + 0.12602239847183228, + 0.036064326763153076, + 0.0798344686627388 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.01107108686119318 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle, high-speed chase shot follows a young man on rollerblades as he engages a massive, fire-breathing dragon covered in obsidian scales. The young man's long, raven hair, tied in a high ponytail, whips wildly in the wind, his eyes piercing his steely face. He wears a sleeveless, bright red silk battle armor embroidered with golden flames, his bare arms muscular and defined. Beneath his feet, two rollerblades of bronze and flame spin at high speed, emitting dazzling sparks and allowing him to nimbly pivot and hover in the air. Just as the dragon coils around the serpentine's body, its maw opens, unleashing a devastating torrent of blazing orange-yellow flames. The young man reacts swiftly, leaning sideways and performing a breathtaking acrobatic maneuver to avoid the blaze. His immensely swift movements left a trail of faintly transparent afterimages of red clothing and golden flames in the twilight sky, a blend of deep purple and indigo, perfectly illustrating the ultimate sense of speed. The entire battlefield was situated atop a precipitous mountain range, with a mist-shrouded abyss below. The distant horizon burned with the afterglow of the setting sun, casting long, dramatic shadows over this epic confrontation. The air was filled with the tense atmosphere of scorching heat and clashing energy.", + "seed": 17561, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_3/index_2578_seed_17561_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08031609719619155, + "vlm_logprob": -0.08031609719619155, + "vlm_yes_no_margin": 3.100000023841858, + "vlm_token_credit": -0.08031609719619155, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12738604843616486 + ], + "opposite_logprob_tokens": [ + -2.1273860931396484 + ], + "logprob_reward": -0.12738604843616486, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12738604843616486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11590897291898727, + 0.1448376625776291, + 0.12239766120910645, + 0.06385627388954163, + 0.09698896110057831, + 0.11674503982067108, + 0.15012165904045105, + 0.08573451638221741, + 0.046078283339738846, + 0.05733100324869156 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.12738604843616486 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291733384132385 + ], + "opposite_logprob_tokens": [ + -2.237917423248291 + ], + "logprob_reward": -0.11291733384132385, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291733384132385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0765371099114418, + 0.11105179041624069, + 0.2100483477115631, + 0.07248927652835846, + 0.1149921864271164, + 0.025933342054486275, + 0.026325862854719162, + 0.056772224605083466, + 0.27703139185905457, + 0.028818482533097267 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.11291733384132385 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428002566099167 + ], + "opposite_logprob_tokens": [ + -2.0178003311157227 + ], + "logprob_reward": -0.1428002566099167, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1428002566099167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1316203624010086, + 0.18398375809192657, + 0.09873650968074799, + 0.05365516617894173, + 0.13728570938110352, + 0.06045074015855789, + 0.0355575755238533, + 0.060843583196401596, + 0.167434424161911, + 0.0704321339726448 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.1428002566099167 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594549672678113 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.00594549672678113, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594549672678113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13134530186653137, + 0.08643340319395065, + 0.15252003073692322, + 0.1134478747844696, + 0.07461846619844437, + 0.02718941681087017, + 0.05230611935257912, + 0.20332841575145721, + 0.12664484977722168, + 0.03216605633497238 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.00594549672678113 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531350366771221 + ], + "opposite_logprob_tokens": [ + -4.387531280517578 + ], + "logprob_reward": -0.012531350366771221, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531350366771221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17098809778690338, + 0.18040470778942108, + 0.07019960880279541, + 0.08864637464284897, + 0.11294473707675934, + 0.11161098629236221, + 0.04568089544773102, + 0.04701415076851845, + 0.1111149936914444, + 0.061395443975925446 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.012531350366771221 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle, high-speed chase shot follows a young man on rollerblades as he engages a massive, fire-breathing dragon covered in obsidian scales. The young man's long, raven hair, tied in a high ponytail, whips wildly in the wind, his eyes piercing his steely face. He wears a sleeveless, bright red silk battle armor embroidered with golden flames, his bare arms muscular and defined. Beneath his feet, two rollerblades of bronze and flame spin at high speed, emitting dazzling sparks and allowing him to nimbly pivot and hover in the air. Just as the dragon coils around the serpentine's body, its maw opens, unleashing a devastating torrent of blazing orange-yellow flames. The young man reacts swiftly, leaning sideways and performing a breathtaking acrobatic maneuver to avoid the blaze. His immensely swift movements left a trail of faintly transparent afterimages of red clothing and golden flames in the twilight sky, a blend of deep purple and indigo, perfectly illustrating the ultimate sense of speed. The entire battlefield was situated atop a precipitous mountain range, with a mist-shrouded abyss below. The distant horizon burned with the afterglow of the setting sun, casting long, dramatic shadows over this epic confrontation. The air was filled with the tense atmosphere of scorching heat and clashing energy.", + "seed": 17562, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_3/index_2578_seed_17562_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11711358353495598, + "vlm_logprob": -0.11711358353495598, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.11711358353495598, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2259075790643692 + ], + "opposite_logprob_tokens": [ + -1.600907564163208 + ], + "logprob_reward": -0.2259075790643692, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2259075790643692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07969179004430771, + 0.18960709869861603, + 0.044949647039175034, + 0.0786588117480278, + 0.23187455534934998, + 0.06323818117380142, + 0.09968419373035431, + 0.08502701669931412, + 0.06898581236600876, + 0.05828285589814186 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.2259075790643692 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28133243322372437 + ], + "opposite_logprob_tokens": [ + -1.4063324928283691 + ], + "logprob_reward": -0.28133243322372437, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28133243322372437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17884373664855957, + 0.10670901089906693, + 0.05251365900039673, + 0.09927768260240555, + 0.10472214221954346, + 0.09095162898302078, + 0.16506215929985046, + 0.042840376496315, + 0.07714350521564484, + 0.08193613588809967 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.28133243322372437 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206576153635979 + ], + "opposite_logprob_tokens": [ + -2.812065839767456 + ], + "logprob_reward": -0.06206576153635979, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206576153635979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13377244770526886, + 0.2925468683242798, + 0.08470052480697632, + 0.05101621150970459, + 0.09304676204919815, + 0.07561760395765305, + 0.13983406126499176, + 0.05524592846632004, + 0.02117999643087387, + 0.05303960293531418 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.06206576153635979 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628121413290501 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.007628121413290501, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628121413290501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2704591751098633, + 0.07817094027996063, + 0.029130645096302032, + 0.04370126500725746, + 0.05415741354227066, + 0.20817388594150543, + 0.034257203340530396, + 0.14783760905265808, + 0.06256768107414246, + 0.07154413312673569 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.007628121413290501 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634022437036037 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.008634022437036037, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634022437036037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17485857009887695, + 0.1641266644001007, + 0.10240533202886581, + 0.08813884109258652, + 0.11939188838005066, + 0.0992356538772583, + 0.07623093575239182, + 0.07254081964492798, + 0.0284796804189682, + 0.07459168881177902 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.008634022437036037 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle, high-speed chase shot follows a young man on rollerblades as he engages a massive, fire-breathing dragon covered in obsidian scales. The young man's long, raven hair, tied in a high ponytail, whips wildly in the wind, his eyes piercing his steely face. He wears a sleeveless, bright red silk battle armor embroidered with golden flames, his bare arms muscular and defined. Beneath his feet, two rollerblades of bronze and flame spin at high speed, emitting dazzling sparks and allowing him to nimbly pivot and hover in the air. Just as the dragon coils around the serpentine's body, its maw opens, unleashing a devastating torrent of blazing orange-yellow flames. The young man reacts swiftly, leaning sideways and performing a breathtaking acrobatic maneuver to avoid the blaze. His immensely swift movements left a trail of faintly transparent afterimages of red clothing and golden flames in the twilight sky, a blend of deep purple and indigo, perfectly illustrating the ultimate sense of speed. The entire battlefield was situated atop a precipitous mountain range, with a mist-shrouded abyss below. The distant horizon burned with the afterglow of the setting sun, casting long, dramatic shadows over this epic confrontation. The air was filled with the tense atmosphere of scorching heat and clashing energy.", + "seed": 17563, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_3/index_2578_seed_17563_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1119829229079187, + "vlm_logprob": -0.1119829229079187, + "vlm_yes_no_margin": 3.0999999761581423, + "vlm_token_credit": -0.1119829229079187, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14314205944538116 + ], + "opposite_logprob_tokens": [ + -2.018141984939575 + ], + "logprob_reward": -0.14314205944538116, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14314205944538116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10777798295021057, + 0.07518929988145828, + 0.014611313119530678, + 0.06680766493082047, + 0.3934924006462097, + 0.08898073434829712, + 0.024618446826934814, + 0.05755088850855827, + 0.07378687709569931, + 0.09718438237905502 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.14314205944538116 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31346485018730164 + ], + "opposite_logprob_tokens": [ + -1.313464879989624 + ], + "logprob_reward": -0.31346485018730164, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31346485018730164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19321654736995697, + 0.08811111748218536, + 0.020445244386792183, + 0.053661245852708817, + 0.25218966603279114, + 0.06963860988616943, + 0.07190945744514465, + 0.03216848894953728, + 0.06751907616853714, + 0.15114057064056396 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.31346485018730164 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904960751533508 + ], + "opposite_logprob_tokens": [ + -2.4640495777130127 + ], + "logprob_reward": -0.08904960751533508, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904960751533508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1761622577905655, + 0.08488181978464127, + 0.07291851192712784, + 0.04957414045929909, + 0.09291841089725494, + 0.06434211879968643, + 0.03824634104967117, + 0.04721110314130783, + 0.20578445494174957, + 0.16796085238456726 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.08904960751533508 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003190429415553808 + ], + "opposite_logprob_tokens": [ + -5.753190517425537 + ], + "logprob_reward": -0.003190429415553808, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003190429415553808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2469320148229599, + 0.09147098660469055, + 0.03464756906032562, + 0.06657762825489044, + 0.25581181049346924, + 0.06393280625343323, + 0.024473465979099274, + 0.04420218989253044, + 0.0826486274600029, + 0.08930284529924393 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.003190429415553808 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing sleeveless bright red silk battle armor with golden flame embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the antagonist a massive dragon covered in obsidian scales that is breathing fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the young man's rollerblades bronze-colored and emitting sparks while he performs acrobatic maneuvers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a precipitous mountain range with a mist-shrouded abyss below and a twilight sky of deep purple and indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle, high-speed perspective following the young man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011067667976021767 + ], + "opposite_logprob_tokens": [ + -4.511067867279053 + ], + "logprob_reward": -0.011067667976021767, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011067667976021767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19550594687461853, + 0.06543081998825073, + 0.03249584138393402, + 0.057174570858478546, + 0.12916333973407745, + 0.10238086432218552, + 0.07112659513950348, + 0.08491238206624985, + 0.17130087316036224, + 0.09050875902175903 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.011067667976021767 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_4/index_tensor([2553, 2553])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_4/index_tensor([2553, 2553])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0b16f7926fa5726eea03266bef92ab280da9f665 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_4/index_tensor([2553, 2553])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "subsequent low-angle, close-up tracking shot focuses on a chubby, orange cat gliding uncontrollably across a polished, dark hardwood floor. Its fluffy orange tabby fur glows warmly in the soft natural light streaming in from the side windows. Its emerald green eyes widen in pure surprise at the sudden gliding motion, its ears tilted to the sides in a comical, airplane-like formation, and its mouth parted slightly, as if in a silent exclamation of surprise. The camera precisely captures its fully extended front paws, their pink pads scraping against the floor in a futile attempt to regain a sliver of grip, only to continue its gliding motion. As its body hurtles forward, almost flat on the ground, the smooth floor texture stretches across the frame into a dynamic blur. The blurred legs and feet of furniture in the background flash by, further heightening the sense of speed. The scene is imbued with warm tones and a sudden, comical sense of panic, perfectly capturing this endearing moment brimming with life.", + "seed": 32620, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_4/index_2553_seed_32620_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20931710759177805, + "vlm_logprob": -0.20931710759177805, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.20931710759177805, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010816161520779133 + ], + "opposite_logprob_tokens": [ + -4.6358160972595215 + ], + "logprob_reward": -0.010816161520779133, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010816161520779133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1265021562576294, + 0.10304681211709976, + 0.16174398362636566, + 0.2580900192260742, + 0.13237741589546204, + 0.033043548464775085, + 0.08294703811407089, + 0.02781756781041622, + 0.022264963015913963, + 0.052166491746902466 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.010816161520779133 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742111563682556 + ], + "opposite_logprob_tokens": [ + -0.4742111563682556 + ], + "logprob_reward": -0.9742111563682556, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742111563682556, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11709428578615189, + 0.22871696949005127, + 0.10029646009206772, + 0.12703000009059906, + 0.04246325045824051, + 0.07447343319654465, + 0.1555175632238388, + 0.030594151467084885, + 0.02532164193689823, + 0.09849218279123306 + ], + "top_frames": [ + 1, + 6, + 3 + ], + "selected_reward": -0.9742111563682556 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043076418340206146 + ], + "opposite_logprob_tokens": [ + -3.168076515197754 + ], + "logprob_reward": -0.043076418340206146, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043076418340206146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11256337910890579, + 0.2200223207473755, + 0.07144822180271149, + 0.30382171273231506, + 0.04569842293858528, + 0.05983130261301994, + 0.1048574447631836, + 0.02521418407559395, + 0.01900213025510311, + 0.037540968507528305 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.043076418340206146 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947037134319544 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.005947037134319544, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947037134319544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12211398035287857, + 0.244916632771492, + 0.08376820385456085, + 0.08924277126789093, + 0.044549647718667984, + 0.16852904856204987, + 0.12117237597703934, + 0.04256680607795715, + 0.020196162164211273, + 0.06294436752796173 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.005947037134319544 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534764595329762 + ], + "opposite_logprob_tokens": [ + -4.3875346183776855 + ], + "logprob_reward": -0.012534764595329762, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534764595329762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14603228867053986, + 0.1527096927165985, + 0.11157087981700897, + 0.100543312728405, + 0.05141594260931015, + 0.09884265810251236, + 0.1447301208972931, + 0.05273030698299408, + 0.05052725970745087, + 0.09089750796556473 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.012534764595329762 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "subsequent low-angle, close-up tracking shot focuses on a chubby, orange cat gliding uncontrollably across a polished, dark hardwood floor. Its fluffy orange tabby fur glows warmly in the soft natural light streaming in from the side windows. Its emerald green eyes widen in pure surprise at the sudden gliding motion, its ears tilted to the sides in a comical, airplane-like formation, and its mouth parted slightly, as if in a silent exclamation of surprise. The camera precisely captures its fully extended front paws, their pink pads scraping against the floor in a futile attempt to regain a sliver of grip, only to continue its gliding motion. As its body hurtles forward, almost flat on the ground, the smooth floor texture stretches across the frame into a dynamic blur. The blurred legs and feet of furniture in the background flash by, further heightening the sense of speed. The scene is imbued with warm tones and a sudden, comical sense of panic, perfectly capturing this endearing moment brimming with life.", + "seed": 32621, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_4/index_2553_seed_32621_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04852990019135177, + "vlm_logprob": -0.04852990019135177, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.04852990019135177, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007458104752004147 + ], + "opposite_logprob_tokens": [ + -5.132458209991455 + ], + "logprob_reward": -0.007458104752004147, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.007458104752004147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06743786484003067, + 0.061066433787345886, + 0.1014101505279541, + 0.06159036234021187, + 0.056805092841386795, + 0.4715387523174286, + 0.10025689005851746, + 0.028128210455179214, + 0.02738024853169918, + 0.024385975673794746 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.007458104752004147 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.179875910282135 + ], + "opposite_logprob_tokens": [ + -1.8048758506774902 + ], + "logprob_reward": -0.179875910282135, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.179875910282135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08399137109518051, + 0.08337312191724777, + 0.19723981618881226, + 0.1084827184677124, + 0.02415684051811695, + 0.12070557475090027, + 0.120222307741642, + 0.14273346960544586, + 0.06847422569990158, + 0.05062054470181465 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.179875910282135 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306773841381073 + ], + "opposite_logprob_tokens": [ + -3.168067693710327 + ], + "logprob_reward": -0.04306773841381073, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306773841381073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11674588918685913, + 0.022848518565297127, + 0.12002222239971161, + 0.03791211545467377, + 0.014339673332870007, + 0.5229563117027283, + 0.028333628550171852, + 0.02890450321137905, + 0.009044615551829338, + 0.09889253228902817 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.04306773841381073 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036128980573266745 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.0036128980573266745, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036128980573266745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060029227286577225, + 0.041574008762836456, + 0.29762378334999084, + 0.0646362155675888, + 0.06734646111726761, + 0.2960505783557892, + 0.03261502459645271, + 0.04807649180293083, + 0.06834134459495544, + 0.023706896230578423 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.0036128980573266745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634849451482296 + ], + "opposite_logprob_tokens": [ + -4.7586350440979 + ], + "logprob_reward": -0.008634849451482296, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634849451482296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10537654906511307, + 0.02580804005265236, + 0.07336795330047607, + 0.03928873687982559, + 0.1866706907749176, + 0.41280338168144226, + 0.03643830120563507, + 0.06145568937063217, + 0.030975988134741783, + 0.02781461551785469 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.008634849451482296 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "subsequent low-angle, close-up tracking shot focuses on a chubby, orange cat gliding uncontrollably across a polished, dark hardwood floor. Its fluffy orange tabby fur glows warmly in the soft natural light streaming in from the side windows. Its emerald green eyes widen in pure surprise at the sudden gliding motion, its ears tilted to the sides in a comical, airplane-like formation, and its mouth parted slightly, as if in a silent exclamation of surprise. The camera precisely captures its fully extended front paws, their pink pads scraping against the floor in a futile attempt to regain a sliver of grip, only to continue its gliding motion. As its body hurtles forward, almost flat on the ground, the smooth floor texture stretches across the frame into a dynamic blur. The blurred legs and feet of furniture in the background flash by, further heightening the sense of speed. The scene is imbued with warm tones and a sudden, comical sense of panic, perfectly capturing this endearing moment brimming with life.", + "seed": 32622, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_4/index_2553_seed_32622_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13188297366723417, + "vlm_logprob": -0.13188297366723417, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.13188297366723417, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007779301609843969 + ], + "opposite_logprob_tokens": [ + -5.007779121398926 + ], + "logprob_reward": -0.007779301609843969, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007779301609843969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1876981258392334, + 0.17340533435344696, + 0.08318696916103363, + 0.09024573862552643, + 0.06079285591840744, + 0.09612582623958588, + 0.04417712613940239, + 0.05236032232642174, + 0.06426116824150085, + 0.1477465182542801 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.007779301609843969 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761457681655884 + ], + "opposite_logprob_tokens": [ + -0.8261457681655884 + ], + "logprob_reward": -0.5761457681655884, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761457681655884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09218789637088776, + 0.09676075726747513, + 0.05217689275741577, + 0.15650774538516998, + 0.08344265073537827, + 0.2415963113307953, + 0.03379930555820465, + 0.10569866001605988, + 0.05567186325788498, + 0.0821579247713089 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.5761457681655884 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867396876215935 + ], + "opposite_logprob_tokens": [ + -3.0486738681793213 + ], + "logprob_reward": -0.04867396876215935, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867396876215935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15172605216503143, + 0.35578957200050354, + 0.05525927245616913, + 0.08621957153081894, + 0.047600582242012024, + 0.055690035223960876, + 0.030114702880382538, + 0.046798594295978546, + 0.056920502334833145, + 0.1138811707496643 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.04867396876215935 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634494617581367 + ], + "opposite_logprob_tokens": [ + -4.758634567260742 + ], + "logprob_reward": -0.008634494617581367, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634494617581367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07116357982158661, + 0.07410945743322372, + 0.04412104934453964, + 0.16635388135910034, + 0.06722832471132278, + 0.10373325645923615, + 0.04874511808156967, + 0.16146501898765564, + 0.033925119787454605, + 0.22915522754192352 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.008634494617581367 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818133518099785 + ], + "opposite_logprob_tokens": [ + -4.018181324005127 + ], + "logprob_reward": -0.01818133518099785, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818133518099785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08595564216375351, + 0.10336976498365402, + 0.07512697577476501, + 0.15166603028774261, + 0.14098790287971497, + 0.06975911557674408, + 0.027484774589538574, + 0.08254171907901764, + 0.036602526903152466, + 0.2265055626630783 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.01818133518099785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "subsequent low-angle, close-up tracking shot focuses on a chubby, orange cat gliding uncontrollably across a polished, dark hardwood floor. Its fluffy orange tabby fur glows warmly in the soft natural light streaming in from the side windows. Its emerald green eyes widen in pure surprise at the sudden gliding motion, its ears tilted to the sides in a comical, airplane-like formation, and its mouth parted slightly, as if in a silent exclamation of surprise. The camera precisely captures its fully extended front paws, their pink pads scraping against the floor in a futile attempt to regain a sliver of grip, only to continue its gliding motion. As its body hurtles forward, almost flat on the ground, the smooth floor texture stretches across the frame into a dynamic blur. The blurred legs and feet of furniture in the background flash by, further heightening the sense of speed. The scene is imbued with warm tones and a sudden, comical sense of panic, perfectly capturing this endearing moment brimming with life.", + "seed": 32623, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_4/index_2553_seed_32623_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08042881013825535, + "vlm_logprob": -0.08042881013825535, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.08042881013825535, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023910969495773315 + ], + "opposite_logprob_tokens": [ + -3.7739109992980957 + ], + "logprob_reward": -0.023910969495773315, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023910969495773315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20076040923595428, + 0.03939284384250641, + 0.19136881828308105, + 0.13236574828624725, + 0.04230372607707977, + 0.04544088616967201, + 0.12237907946109772, + 0.09238772094249725, + 0.025938434526324272, + 0.10766229778528214 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.023910969495773315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3485890328884125 + ], + "opposite_logprob_tokens": [ + -1.2235890626907349 + ], + "logprob_reward": -0.3485890328884125, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3485890328884125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09269455820322037, + 0.059083838015794754, + 0.09335093945264816, + 0.23358960449695587, + 0.020135516300797462, + 0.05764639750123024, + 0.06437820196151733, + 0.11386827379465103, + 0.13761234283447266, + 0.12764033675193787 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.3485890328884125 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075875610113144 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.016075875610113144, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075875610113144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08139292150735855, + 0.10098911076784134, + 0.17101384699344635, + 0.07947682589292526, + 0.0342855304479599, + 0.04596354439854622, + 0.10995699465274811, + 0.2529328763484955, + 0.04710518196225166, + 0.07688315957784653 + ], + "top_frames": [ + 7, + 2, + 6 + ], + "selected_reward": -0.016075875610113144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943600554019213 + ], + "opposite_logprob_tokens": [ + -5.130943775177002 + ], + "logprob_reward": -0.005943600554019213, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943600554019213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0716017633676529, + 0.12610216438770294, + 0.06650999933481216, + 0.1291116625070572, + 0.017769651487469673, + 0.0425085723400116, + 0.15003034472465515, + 0.10674241930246353, + 0.1883545219898224, + 0.10126892477273941 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.005943600554019213 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat gliding uncontrollably across a polished dark hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cat's emerald green eyes wide and its ears tilted to the sides in an airplane-like formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low angle in a close-up tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background furniture legs and feet visible as blurred shapes indicating speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624572142958641 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624572142958641, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624572142958641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11804891377687454, + 0.10161686688661575, + 0.23990032076835632, + 0.07742658257484436, + 0.02162695676088333, + 0.036692019551992416, + 0.13735908269882202, + 0.052982330322265625, + 0.09940912574529648, + 0.11493786424398422 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.007624572142958641 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_5/index_tensor([8218, 8218])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_5/index_tensor([8218, 8218])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e7cffe57069f6ea1661660b7ca606d206af16b9e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_5/index_tensor([8218, 8218])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, long shot, shot from a slightly upward angle, first focuses on a weathered beacon tower on the ancient Great Wall. Four soldiers clad in dark iron plate armor are at the height of their triumphant ecstasy. Their armor, composed of thousands of plates, is etched with scratches and dents from battle, its leather straps rustling in the strong wind. The bright red tassels of their iron helmets dance wildly in the biting mountain breeze. Their weathered faces, stained with sweat and dust, are now filled with undisguised, heartfelt joy, their mouths open in a silent roar. Steadily and powerfully, they raise their spears and ring-handled swords high into the sky, the sharp metal tips gleaming blindingly in the golden afternoon sun that pierces the clouds. As the camera steadily and deliberately pulls back, the image gradually reveals the beacon towers built of massive gray stones beneath their feet, and the entire Great Wall, winding and undulating like a giant dragon, disappearing into the vast mountains in the distance. Thick clouds swirl across the sky, and beams of light pouring through the torn rifts cast vast, shifting shadows across the mountain ranges. The entire scene, a stark palette of gray, brown, and iron black, is infused with vitality by the touch of sunlight and the red of the helmet tassels, creating a sense of epic grandeur, primal power, and the powerful emotion of a hard-won victory in a harsh environment.", + "seed": 33471, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_5/index_8218_seed_33471_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.37638703882694247, + "vlm_logprob": -0.37638703882694247, + "vlm_yes_no_margin": 1.55, + "vlm_token_credit": -0.37638703882694247, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9746695756912231 + ], + "opposite_logprob_tokens": [ + -0.47466954588890076 + ], + "logprob_reward": -0.9746695756912231, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9746695756912231, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2453182190656662, + 0.036852795630693436, + 0.02553844079375267, + 0.06015883758664131, + 0.22770965099334717, + 0.061764564365148544, + 0.06312502175569534, + 0.11447802931070328, + 0.10835310816764832, + 0.05670139193534851 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.9746695756912231 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708301842212677 + ], + "opposite_logprob_tokens": [ + -2.1270830631256104 + ], + "logprob_reward": -0.12708301842212677, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708301842212677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13619586825370789, + 0.19618432223796844, + 0.06660440564155579, + 0.06649570912122726, + 0.10598450899124146, + 0.04602617397904396, + 0.06138304993510246, + 0.17138484120368958, + 0.06430484354496002, + 0.08543624728918076 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.12708301842212677 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868350550532341 + ], + "opposite_logprob_tokens": [ + -3.0486834049224854 + ], + "logprob_reward": -0.04868350550532341, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868350550532341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18524987995624542, + 0.09123595058917999, + 0.11109533905982971, + 0.07921137660741806, + 0.057190269231796265, + 0.02285221591591835, + 0.047159094363451004, + 0.14190338551998138, + 0.19726793467998505, + 0.06683449447154999 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.04868350550532341 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812231495976448 + ], + "opposite_logprob_tokens": [ + -3.2881224155426025 + ], + "logprob_reward": -0.03812231495976448, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812231495976448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08431866019964218, + 0.07992430031299591, + 0.23595811426639557, + 0.03330640122294426, + 0.23159749805927277, + 0.04321640729904175, + 0.07450263947248459, + 0.05293571949005127, + 0.040065884590148926, + 0.12417437881231308 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.03812231495976448 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933767795562744 + ], + "opposite_logprob_tokens": [ + -0.6933767795562744 + ], + "logprob_reward": -0.6933767795562744, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933767795562744, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06119222193956375, + 0.044377896934747696, + 0.044844530522823334, + 0.09258543699979782, + 0.1186506375670433, + 0.024744683876633644, + 0.06637151539325714, + 0.25078216195106506, + 0.07495468854904175, + 0.22149619460105896 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.6933767795562744 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, long shot, shot from a slightly upward angle, first focuses on a weathered beacon tower on the ancient Great Wall. Four soldiers clad in dark iron plate armor are at the height of their triumphant ecstasy. Their armor, composed of thousands of plates, is etched with scratches and dents from battle, its leather straps rustling in the strong wind. The bright red tassels of their iron helmets dance wildly in the biting mountain breeze. Their weathered faces, stained with sweat and dust, are now filled with undisguised, heartfelt joy, their mouths open in a silent roar. Steadily and powerfully, they raise their spears and ring-handled swords high into the sky, the sharp metal tips gleaming blindingly in the golden afternoon sun that pierces the clouds. As the camera steadily and deliberately pulls back, the image gradually reveals the beacon towers built of massive gray stones beneath their feet, and the entire Great Wall, winding and undulating like a giant dragon, disappearing into the vast mountains in the distance. Thick clouds swirl across the sky, and beams of light pouring through the torn rifts cast vast, shifting shadows across the mountain ranges. The entire scene, a stark palette of gray, brown, and iron black, is infused with vitality by the touch of sunlight and the red of the helmet tassels, creating a sense of epic grandeur, primal power, and the powerful emotion of a hard-won victory in a harsh environment.", + "seed": 33472, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_5/index_8218_seed_33472_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16617940217256547, + "vlm_logprob": -0.16617940217256547, + "vlm_yes_no_margin": 2.3749999940395354, + "vlm_token_credit": -0.16617940217256547, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4751620590686798 + ], + "opposite_logprob_tokens": [ + -0.9751620292663574 + ], + "logprob_reward": -0.4751620590686798, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4751620590686798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3485442101955414, + 0.1269887089729309, + 0.04238426685333252, + 0.08157117664813995, + 0.034992218017578125, + 0.08869966119527817, + 0.09903555363416672, + 0.0462326817214489, + 0.10105074942111969, + 0.03050069883465767 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.4751620590686798 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160259306430817 + ], + "opposite_logprob_tokens": [ + -1.701602578163147 + ], + "logprob_reward": -0.20160259306430817, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160259306430817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15248660743236542, + 0.17691634595394135, + 0.08889619261026382, + 0.14456920325756073, + 0.04074116051197052, + 0.09039508551359177, + 0.09919176250696182, + 0.04237213358283043, + 0.10461598634719849, + 0.05981561541557312 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.20160259306430817 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020602509379386902 + ], + "opposite_logprob_tokens": [ + -3.8956024646759033 + ], + "logprob_reward": -0.020602509379386902, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020602509379386902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07820180058479309, + 0.11607985943555832, + 0.06005048379302025, + 0.25135141611099243, + 0.0583542175590992, + 0.05728906765580177, + 0.04878499358892441, + 0.06099846959114075, + 0.25206175446510315, + 0.016827963292598724 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.020602509379386902 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059398591518402 + ], + "opposite_logprob_tokens": [ + -3.8955938816070557 + ], + "logprob_reward": -0.02059398591518402, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059398591518402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11393444985151291, + 0.13340085744857788, + 0.08158468455076218, + 0.2767493724822998, + 0.11826670914888382, + 0.07268854975700378, + 0.035594601184129715, + 0.025361282750964165, + 0.10703746974468231, + 0.03538208454847336 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.02059398591518402 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129358634352684 + ], + "opposite_logprob_tokens": [ + -2.237935781478882 + ], + "logprob_reward": -0.1129358634352684, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129358634352684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09847123175859451, + 0.060878343880176544, + 0.036546818912029266, + 0.2160564810037613, + 0.06245989724993706, + 0.10654876381158829, + 0.047636616975069046, + 0.1348293572664261, + 0.18326765298843384, + 0.05330485850572586 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.1129358634352684 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, long shot, shot from a slightly upward angle, first focuses on a weathered beacon tower on the ancient Great Wall. Four soldiers clad in dark iron plate armor are at the height of their triumphant ecstasy. Their armor, composed of thousands of plates, is etched with scratches and dents from battle, its leather straps rustling in the strong wind. The bright red tassels of their iron helmets dance wildly in the biting mountain breeze. Their weathered faces, stained with sweat and dust, are now filled with undisguised, heartfelt joy, their mouths open in a silent roar. Steadily and powerfully, they raise their spears and ring-handled swords high into the sky, the sharp metal tips gleaming blindingly in the golden afternoon sun that pierces the clouds. As the camera steadily and deliberately pulls back, the image gradually reveals the beacon towers built of massive gray stones beneath their feet, and the entire Great Wall, winding and undulating like a giant dragon, disappearing into the vast mountains in the distance. Thick clouds swirl across the sky, and beams of light pouring through the torn rifts cast vast, shifting shadows across the mountain ranges. The entire scene, a stark palette of gray, brown, and iron black, is infused with vitality by the touch of sunlight and the red of the helmet tassels, creating a sense of epic grandeur, primal power, and the powerful emotion of a hard-won victory in a harsh environment.", + "seed": 33473, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_5/index_8218_seed_33473_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2541338637471199, + "vlm_logprob": -0.2541338637471199, + "vlm_yes_no_margin": 1.925, + "vlm_token_credit": -0.2541338637471199, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8987082242965698 + ], + "opposite_logprob_tokens": [ + -0.5237082242965698 + ], + "logprob_reward": -0.8987082242965698, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8987082242965698, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14891795814037323, + 0.03657377138733864, + 0.056880272924900055, + 0.073715940117836, + 0.21431614458560944, + 0.048830367624759674, + 0.10949503630399704, + 0.056384503841400146, + 0.12190572172403336, + 0.13298021256923676 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.8987082242965698 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032908618450165 + ], + "opposite_logprob_tokens": [ + -2.3503291606903076 + ], + "logprob_reward": -0.10032908618450165, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032908618450165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09917230904102325, + 0.32532018423080444, + 0.05613163858652115, + 0.05432853475213051, + 0.09311026334762573, + 0.09641090035438538, + 0.0988675057888031, + 0.07515083253383636, + 0.0656004324555397, + 0.03590736910700798 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.10032908618450165 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867305979132652 + ], + "opposite_logprob_tokens": [ + -3.048673152923584 + ], + "logprob_reward": -0.04867305979132652, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867305979132652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08393965661525726, + 0.21312583982944489, + 0.056422702968120575, + 0.032329920679330826, + 0.1511538326740265, + 0.1005508080124855, + 0.1719856709241867, + 0.06747877597808838, + 0.0366671085357666, + 0.08634563535451889 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.04867305979132652 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307287558913231 + ], + "opposite_logprob_tokens": [ + -3.1680729389190674 + ], + "logprob_reward": -0.04307287558913231, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307287558913231, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1120515838265419, + 0.24237914383411407, + 0.09813468903303146, + 0.18956559896469116, + 0.05989811196923256, + 0.03449493646621704, + 0.05512868985533714, + 0.03612465038895607, + 0.034312207251787186, + 0.137910395860672 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.04307287558913231 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798860728740692 + ], + "opposite_logprob_tokens": [ + -1.8048861026763916 + ], + "logprob_reward": -0.1798860728740692, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798860728740692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06204766035079956, + 0.07529003918170929, + 0.03811655938625336, + 0.044300347566604614, + 0.27467095851898193, + 0.205657958984375, + 0.1142595112323761, + 0.0759335309267044, + 0.051298368722200394, + 0.05842502787709236 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.1798860728740692 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, long shot, shot from a slightly upward angle, first focuses on a weathered beacon tower on the ancient Great Wall. Four soldiers clad in dark iron plate armor are at the height of their triumphant ecstasy. Their armor, composed of thousands of plates, is etched with scratches and dents from battle, its leather straps rustling in the strong wind. The bright red tassels of their iron helmets dance wildly in the biting mountain breeze. Their weathered faces, stained with sweat and dust, are now filled with undisguised, heartfelt joy, their mouths open in a silent roar. Steadily and powerfully, they raise their spears and ring-handled swords high into the sky, the sharp metal tips gleaming blindingly in the golden afternoon sun that pierces the clouds. As the camera steadily and deliberately pulls back, the image gradually reveals the beacon towers built of massive gray stones beneath their feet, and the entire Great Wall, winding and undulating like a giant dragon, disappearing into the vast mountains in the distance. Thick clouds swirl across the sky, and beams of light pouring through the torn rifts cast vast, shifting shadows across the mountain ranges. The entire scene, a stark palette of gray, brown, and iron black, is infused with vitality by the touch of sunlight and the red of the helmet tassels, creating a sense of epic grandeur, primal power, and the powerful emotion of a hard-won victory in a harsh environment.", + "seed": 33474, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_5/index_8218_seed_33474_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1114506296813488, + "vlm_logprob": -0.1114506296813488, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.1114506296813488, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2525607943534851 + ], + "opposite_logprob_tokens": [ + -1.5025608539581299 + ], + "logprob_reward": -0.2525607943534851, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2525607943534851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1536952257156372, + 0.11731526255607605, + 0.07676192373037338, + 0.1588476300239563, + 0.053615156561136246, + 0.05167231336236, + 0.04360700771212578, + 0.057251859456300735, + 0.05603022500872612, + 0.23120340704917908 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.2525607943534851 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157872140407562 + ], + "opposite_logprob_tokens": [ + -1.7015787363052368 + ], + "logprob_reward": -0.20157872140407562, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157872140407562, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2081773728132248, + 0.1982365995645523, + 0.12313900887966156, + 0.11679375916719437, + 0.06868267059326172, + 0.06646966189146042, + 0.027945561334490776, + 0.056407663971185684, + 0.053863175213336945, + 0.08028454333543777 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.20157872140407562 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033710088580846786 + ], + "opposite_logprob_tokens": [ + -3.40871000289917 + ], + "logprob_reward": -0.033710088580846786, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033710088580846786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12422455102205276, + 0.1428087204694748, + 0.09385332465171814, + 0.1322428584098816, + 0.10846668481826782, + 0.08342261612415314, + 0.05190189182758331, + 0.0993937999010086, + 0.03459658846259117, + 0.12908895313739777 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.033710088580846786 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635304629802704 + ], + "opposite_logprob_tokens": [ + -3.651353120803833 + ], + "logprob_reward": -0.02635304629802704, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635304629802704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15925876796245575, + 0.11635112017393112, + 0.3086872100830078, + 0.08616755157709122, + 0.037353407591581345, + 0.03527944162487984, + 0.024938223883509636, + 0.041810378432273865, + 0.040179912000894547, + 0.1499740332365036 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.02635304629802704 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the ancient Great Wall featuring a weathered beacon tower made of massive gray stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are four soldiers visible wearing dark iron plate armor composed of thousands of plates with scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldiers raising spears and ring-handled swords high into the sky with sharp metal tips gleaming in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the soldiers' iron helmets have bright red tassels that are dancing wildly in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily pull back to reveal the winding Great Wall disappearing into the vast mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305049777030945 + ], + "opposite_logprob_tokens": [ + -3.168050527572632 + ], + "logprob_reward": -0.04305049777030945, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305049777030945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1664707213640213, + 0.056833766400814056, + 0.09350308775901794, + 0.07367822527885437, + 0.0537014976143837, + 0.07515472918748856, + 0.10999247431755066, + 0.07843304425477982, + 0.04215522110462189, + 0.25007718801498413 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.04305049777030945 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_6/index_tensor([9033, 9033])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_6/index_tensor([9033, 9033])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aae255f34b0e1ba49f75cea96128a9d121238611 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_6/index_tensor([9033, 9033])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a black-and-white world of thick film grain and high-contrast lighting, a rapidly rotating, circling camera closely follows a black cat as it performs an astonishing feat on the parallel bars. The cat's body is pitch black, its fur smooth as satin, its silver highlights reflecting off the single, harsh spotlight cast from above. The definition of its muscles is clearly visible with every thrust. Its eyes, narrowed slightly, gleam with a cunning and cold light, as if enjoying this dark performance all its own. With its front paws firmly grasping the cold metal bars, it smoothly executes a series of complex swings and twists with a gesture that blends the grace of a ballerina with the strength of a top athlete. Its body carves perfect arcs through the air, its long tail acting as a precise rudder, maintaining its incredible balance. The camera's rapid rotation blurs the background, focusing entirely on the cat's sinisterly beautiful movements. Deep shadows dance wildly on the ground as it moves, creating a surreal atmosphere that is both dizzying and slightly unsettling.", + "seed": 29279, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_6/index_9033_seed_29279_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.005254107422661036, + "vlm_logprob": -0.005254107422661036, + "vlm_yes_no_margin": 5.7, + "vlm_token_credit": -0.005254107422661036, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004701512400060892 + ], + "opposite_logprob_tokens": [ + -5.754701614379883 + ], + "logprob_reward": -0.004701512400060892, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.004701512400060892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03373290225863457, + 0.018138188868761063, + 0.01943991705775261, + 0.00795077346265316, + 0.0053614960052073, + 0.01675262115895748, + 0.03954528272151947, + 0.014620179310441017, + 0.82832932472229, + 0.016129247844219208 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.004701512400060892 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082758195698261 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.011082758195698261, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082758195698261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.149400532245636, + 0.4507366716861725, + 0.06016743555665016, + 0.013458886183798313, + 0.013688948936760426, + 0.04138542339205742, + 0.011809843592345715, + 0.01332593709230423, + 0.2195185422897339, + 0.026507733389735222 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.011082758195698261 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031931623816490173 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031931623816490173, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031931623816490173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09738103300333023, + 0.0789376050233841, + 0.08856872469186783, + 0.02348986826837063, + 0.019490644335746765, + 0.04603175073862076, + 0.06702470034360886, + 0.02186168171465397, + 0.48081186413764954, + 0.07640217244625092 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.0031931623816490173 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735360249876976 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.006735360249876976, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735360249876976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05680836737155914, + 0.12853489816188812, + 0.268968403339386, + 0.029046272858977318, + 0.06353511661291122, + 0.058340348303318024, + 0.10270800441503525, + 0.10337266325950623, + 0.13784539699554443, + 0.05084051564335823 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.006735360249876976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005577438860200346 + ], + "opposite_logprob_tokens": [ + -7.500557899475098 + ], + "logprob_reward": -0.0005577438860200346, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005577438860200346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033023037016391754, + 0.06652604043483734, + 0.5773714780807495, + 0.024136364459991455, + 0.10254654288291931, + 0.023761192336678505, + 0.02220078371465206, + 0.03124185837805271, + 0.08296461403369904, + 0.03622801601886749 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.0005577438860200346 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a black-and-white world of thick film grain and high-contrast lighting, a rapidly rotating, circling camera closely follows a black cat as it performs an astonishing feat on the parallel bars. The cat's body is pitch black, its fur smooth as satin, its silver highlights reflecting off the single, harsh spotlight cast from above. The definition of its muscles is clearly visible with every thrust. Its eyes, narrowed slightly, gleam with a cunning and cold light, as if enjoying this dark performance all its own. With its front paws firmly grasping the cold metal bars, it smoothly executes a series of complex swings and twists with a gesture that blends the grace of a ballerina with the strength of a top athlete. Its body carves perfect arcs through the air, its long tail acting as a precise rudder, maintaining its incredible balance. The camera's rapid rotation blurs the background, focusing entirely on the cat's sinisterly beautiful movements. Deep shadows dance wildly on the ground as it moves, creating a surreal atmosphere that is both dizzying and slightly unsettling.", + "seed": 29280, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_6/index_9033_seed_29280_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1730463013984263, + "vlm_logprob": -0.1730463013984263, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.1730463013984263, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006430765613913536 + ], + "opposite_logprob_tokens": [ + -5.631430625915527 + ], + "logprob_reward": -0.006430765613913536, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.006430765613913536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07877181470394135, + 0.0921311303973198, + 0.03157499432563782, + 0.03173341974616051, + 0.019361520186066628, + 0.03994148224592209, + 0.5984570384025574, + 0.040109504014253616, + 0.04751346632838249, + 0.020405657589435577 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.006430765613913536 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639951538294554 + ], + "opposite_logprob_tokens": [ + -4.8826398849487305 + ], + "logprob_reward": -0.007639951538294554, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639951538294554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06659059971570969, + 0.09517411887645721, + 0.02310112491250038, + 0.06381745636463165, + 0.027296969667077065, + 0.03650708869099617, + 0.42228779196739197, + 0.05842074006795883, + 0.08887296915054321, + 0.11793114244937897 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.007639951538294554 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537471950054169 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537471950054169, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537471950054169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048449136316776276, + 0.10110778361558914, + 0.011918304488062859, + 0.01872030831873417, + 0.019935743883252144, + 0.02770422026515007, + 0.6575185060501099, + 0.07062262296676636, + 0.018372824415564537, + 0.025650516152381897 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.012537471950054169 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8260890245437622 + ], + "opposite_logprob_tokens": [ + -0.5760890245437622 + ], + "logprob_reward": -0.8260890245437622, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8260890245437622, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09304586797952652, + 0.29359275102615356, + 0.04510118439793587, + 0.025412755087018013, + 0.07450761646032333, + 0.029266037046909332, + 0.344572514295578, + 0.022294018417596817, + 0.018293017521500587, + 0.05391427502036095 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.8260890245437622 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534293346107006 + ], + "opposite_logprob_tokens": [ + -4.387534141540527 + ], + "logprob_reward": -0.012534293346107006, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534293346107006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10096249729394913, + 0.1709936112165451, + 0.03779922053217888, + 0.04053032398223877, + 0.0569436252117157, + 0.15212853252887726, + 0.284859299659729, + 0.07033517956733704, + 0.03674167022109032, + 0.048706017434597015 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.012534293346107006 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In a black-and-white world of thick film grain and high-contrast lighting, a rapidly rotating, circling camera closely follows a black cat as it performs an astonishing feat on the parallel bars. The cat's body is pitch black, its fur smooth as satin, its silver highlights reflecting off the single, harsh spotlight cast from above. The definition of its muscles is clearly visible with every thrust. Its eyes, narrowed slightly, gleam with a cunning and cold light, as if enjoying this dark performance all its own. With its front paws firmly grasping the cold metal bars, it smoothly executes a series of complex swings and twists with a gesture that blends the grace of a ballerina with the strength of a top athlete. Its body carves perfect arcs through the air, its long tail acting as a precise rudder, maintaining its incredible balance. The camera's rapid rotation blurs the background, focusing entirely on the cat's sinisterly beautiful movements. Deep shadows dance wildly on the ground as it moves, creating a surreal atmosphere that is both dizzying and slightly unsettling.", + "seed": 29281, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_6/index_9033_seed_29281_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18474246757104992, + "vlm_logprob": -0.18474246757104992, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.18474246757104992, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006005220115184784 + ], + "opposite_logprob_tokens": [ + -5.75600528717041 + ], + "logprob_reward": -0.006005220115184784, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.006005220115184784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1863805055618286, + 0.08484974503517151, + 0.12655214965343475, + 0.10475631803274155, + 0.04656481742858887, + 0.06999938935041428, + 0.07147188484668732, + 0.03800690919160843, + 0.07603370398283005, + 0.19538450241088867 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.006005220115184784 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067496877163648605 + ], + "opposite_logprob_tokens": [ + -5.006749629974365 + ], + "logprob_reward": -0.0067496877163648605, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067496877163648605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07897578924894333, + 0.06585106998682022, + 0.1509058028459549, + 0.23899728059768677, + 0.05950957536697388, + 0.05134323611855507, + 0.07474415004253387, + 0.07382369041442871, + 0.08980679512023926, + 0.1160426214337349 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.0067496877163648605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734886672347784 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734886672347784, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734886672347784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08550992608070374, + 0.0634579211473465, + 0.09242140501737595, + 0.0383208729326725, + 0.04853707179427147, + 0.06867808103561401, + 0.043132882565259933, + 0.05591858923435211, + 0.05560905113816261, + 0.4484142065048218 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.006734886672347784 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8982774019241333 + ], + "opposite_logprob_tokens": [ + -0.5232774019241333 + ], + "logprob_reward": -0.8982774019241333, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8982774019241333, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10298614203929901, + 0.024686181917786598, + 0.04229721054434776, + 0.07948122918605804, + 0.0724542886018753, + 0.029793059453368187, + 0.038586683571338654, + 0.1276877522468567, + 0.054669156670570374, + 0.4273582994937897 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.8982774019241333 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005945141427218914 + ], + "opposite_logprob_tokens": [ + -5.130945205688477 + ], + "logprob_reward": -0.005945141427218914, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005945141427218914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10969571024179459, + 0.03246515616774559, + 0.05946807563304901, + 0.08101833611726761, + 0.06444285809993744, + 0.04381650686264038, + 0.05062855780124664, + 0.18140915036201477, + 0.05459975451231003, + 0.32245588302612305 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.005945141427218914 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In a black-and-white world of thick film grain and high-contrast lighting, a rapidly rotating, circling camera closely follows a black cat as it performs an astonishing feat on the parallel bars. The cat's body is pitch black, its fur smooth as satin, its silver highlights reflecting off the single, harsh spotlight cast from above. The definition of its muscles is clearly visible with every thrust. Its eyes, narrowed slightly, gleam with a cunning and cold light, as if enjoying this dark performance all its own. With its front paws firmly grasping the cold metal bars, it smoothly executes a series of complex swings and twists with a gesture that blends the grace of a ballerina with the strength of a top athlete. Its body carves perfect arcs through the air, its long tail acting as a precise rudder, maintaining its incredible balance. The camera's rapid rotation blurs the background, focusing entirely on the cat's sinisterly beautiful movements. Deep shadows dance wildly on the ground as it moves, creating a surreal atmosphere that is both dizzying and slightly unsettling.", + "seed": 29282, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_6/index_9033_seed_29282_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0070245540235191585, + "vlm_logprob": -0.0070245540235191585, + "vlm_yes_no_margin": 5.275, + "vlm_token_credit": -0.0070245540235191585, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046884603798389435 + ], + "opposite_logprob_tokens": [ + -6.129688262939453 + ], + "logprob_reward": -0.0046884603798389435, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0046884603798389435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11958199739456177, + 0.055981460958719254, + 0.30224740505218506, + 0.05993673950433731, + 0.07327525317668915, + 0.07641053944826126, + 0.060671936720609665, + 0.046778637915849686, + 0.0982804000377655, + 0.10683562606573105 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0046884603798389435 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088889092206955 + ], + "opposite_logprob_tokens": [ + -4.511088848114014 + ], + "logprob_reward": -0.011088889092206955, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088889092206955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11901101469993591, + 0.05214431881904602, + 0.15174201130867004, + 0.05398616939783096, + 0.07314389944076538, + 0.15963473916053772, + 0.1431555151939392, + 0.05776558816432953, + 0.10026998072862625, + 0.08914671838283539 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.011088889092206955 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003617530455812812 + ], + "opposite_logprob_tokens": [ + -5.628617763519287 + ], + "logprob_reward": -0.003617530455812812, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003617530455812812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10782869160175323, + 0.1113816425204277, + 0.09076786786317825, + 0.04877119138836861, + 0.0456438846886158, + 0.18361613154411316, + 0.03956267610192299, + 0.11003115028142929, + 0.15747115015983582, + 0.10492565482854843 + ], + "top_frames": [ + 5, + 8, + 1 + ], + "selected_reward": -0.003617530455812812 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538649141788483 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538649141788483, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538649141788483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04207119345664978, + 0.03398725017905235, + 0.20857179164886475, + 0.04053010791540146, + 0.062142133712768555, + 0.24914690852165222, + 0.019041571766138077, + 0.019294384866952896, + 0.0897265300154686, + 0.2354881316423416 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.012538649141788483 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with thick film grain and high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a black cat with smooth fur and silver highlights performing on parallel bars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cat execute complex swings and twists while maintaining balance with its tail acting as a rudder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera rapidly rotating and circling to closely follow the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred due to the camera's rapid rotation while a single harsh spotlight shines from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189241047948599 + ], + "opposite_logprob_tokens": [ + -5.7531890869140625 + ], + "logprob_reward": -0.003189241047948599, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189241047948599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1412910372018814, + 0.09143947809934616, + 0.15073175728321075, + 0.07897500693798065, + 0.038252584636211395, + 0.073789082467556, + 0.16533759236335754, + 0.08710422366857529, + 0.08495733886957169, + 0.0881219282746315 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.003189241047948599 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_7/index_tensor([1435, 1435])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_7/index_tensor([1435, 1435])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0ed433beb1aeb777fd11e220bb1c77e6b47e38a1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_7/index_tensor([1435, 1435])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "super-slow-motion overhead shot, perfectly still, focuses on a massive, vintage Baroque-style crystal chandelier suspended in the center of the majestic opera house's dome. This magnificent fixture, composed of layered brass frames and hundreds of intricately carved crystal pendants, radiates a warm, dazzling golden light, casting intricate shadows on the empty red velvet seats below. Suddenly, with a powerful, silent tremor, the entire chandelier begins to shake violently, the crystal pendants clashing with each other, producing an increasingly rapid and crisp tinkling sound. As the tremor reaches its peak, the chandelier's main metal frame suddenly bends and breaks painfully under the unbearable stress, leading to a catastrophic structural collapse. Countless crystal fragments and glass beads exploded violently from the center outward, then poured down like a deadly yet beautiful flash rain. In slow motion, each irregular fragment slowly rolled and rotated in the air, its sharp cross-section capturing and madly refracting the last flicker of light before the chandelier went out, drawing short and sharp arcs of cold light against the gradually darkening background. The whole picture was full of sudden destructiveness and a heart-pounding tragic beauty.", + "seed": 11862, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_7/index_1435_seed_11862_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5065770662389696, + "vlm_logprob": -0.5065770662389696, + "vlm_yes_no_margin": 2.249999988079071, + "vlm_token_credit": -0.5065770662389696, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011121544986963272 + ], + "opposite_logprob_tokens": [ + -4.63612174987793 + ], + "logprob_reward": -0.011121544986963272, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011121544986963272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24151812493801117, + 0.3733551502227783, + 0.14742347598075867, + 0.009785434231162071, + 0.04766695946455002, + 0.028712589293718338, + 0.02913542091846466, + 0.08788006752729416, + 0.014482546597719193, + 0.020040204748511314 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.011121544986963272 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036376039497554302 + ], + "opposite_logprob_tokens": [ + -5.628637790679932 + ], + "logprob_reward": -0.0036376039497554302, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036376039497554302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48566123843193054, + 0.1832500547170639, + 0.12164356559515, + 0.02337545156478882, + 0.03363361209630966, + 0.03117978572845459, + 0.025223324075341225, + 0.0420810841023922, + 0.01851901039481163, + 0.0354328490793705 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0036376039497554302 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.0177853107452393 + ], + "opposite_logprob_tokens": [ + -0.14278537034988403 + ], + "logprob_reward": -2.0177853107452393, + "yes_no_margin_reward": -1.875, + "token_credit_reward": -2.0177853107452393, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3468785881996155, + 0.10296934098005295, + 0.10069840401411057, + 0.03103671595454216, + 0.0752803236246109, + 0.13038673996925354, + 0.06329621374607086, + 0.07440123707056046, + 0.02585691213607788, + 0.049195535480976105 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -2.0177853107452393 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11310993880033493 + ], + "opposite_logprob_tokens": [ + -2.238109827041626 + ], + "logprob_reward": -0.11310993880033493, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11310993880033493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2968269884586334, + 0.13144704699516296, + 0.1874832659959793, + 0.03206140547990799, + 0.06582425534725189, + 0.10149560123682022, + 0.05157569795846939, + 0.05623553320765495, + 0.031167570501565933, + 0.04588266834616661 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.11310993880033493 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38723093271255493 + ], + "opposite_logprob_tokens": [ + -1.1372308731079102 + ], + "logprob_reward": -0.38723093271255493, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.38723093271255493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08206204324960709, + 0.2111261785030365, + 0.3973257541656494, + 0.023476144298911095, + 0.09515338391065598, + 0.03938516601920128, + 0.01744687370955944, + 0.07210405170917511, + 0.027653802186250687, + 0.03426656126976013 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.38723093271255493 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "super-slow-motion overhead shot, perfectly still, focuses on a massive, vintage Baroque-style crystal chandelier suspended in the center of the majestic opera house's dome. This magnificent fixture, composed of layered brass frames and hundreds of intricately carved crystal pendants, radiates a warm, dazzling golden light, casting intricate shadows on the empty red velvet seats below. Suddenly, with a powerful, silent tremor, the entire chandelier begins to shake violently, the crystal pendants clashing with each other, producing an increasingly rapid and crisp tinkling sound. As the tremor reaches its peak, the chandelier's main metal frame suddenly bends and breaks painfully under the unbearable stress, leading to a catastrophic structural collapse. Countless crystal fragments and glass beads exploded violently from the center outward, then poured down like a deadly yet beautiful flash rain. In slow motion, each irregular fragment slowly rolled and rotated in the air, its sharp cross-section capturing and madly refracting the last flicker of light before the chandelier went out, drawing short and sharp arcs of cold light against the gradually darkening background. The whole picture was full of sudden destructiveness and a heart-pounding tragic beauty.", + "seed": 11863, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_7/index_1435_seed_11863_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3084615470841527, + "vlm_logprob": -0.3084615470841527, + "vlm_yes_no_margin": 2.4750000119209288, + "vlm_token_credit": -0.3084615470841527, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016386928036808968 + ], + "opposite_logprob_tokens": [ + -4.266386985778809 + ], + "logprob_reward": -0.016386928036808968, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.016386928036808968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2511104643344879, + 0.17524196207523346, + 0.06842532753944397, + 0.07386909425258636, + 0.03275144472718239, + 0.30212050676345825, + 0.02837567962706089, + 0.016242802143096924, + 0.026780281215906143, + 0.025082480162382126 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.016386928036808968 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005275732837617397 + ], + "opposite_logprob_tokens": [ + -5.255275726318359 + ], + "logprob_reward": -0.005275732837617397, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005275732837617397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1631639152765274, + 0.37875479459762573, + 0.04962562024593353, + 0.009018681943416595, + 0.012072253972291946, + 0.31978678703308105, + 0.01125179510563612, + 0.018518632277846336, + 0.016349531710147858, + 0.021458031609654427 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.005275732837617397 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370642185211182 + ], + "opposite_logprob_tokens": [ + -0.38706427812576294 + ], + "logprob_reward": -1.1370642185211182, + "yes_no_margin_reward": -0.7499999403953552, + "token_credit_reward": -1.1370642185211182, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2240140736103058, + 0.3892579972743988, + 0.0568229965865612, + 0.04018249362707138, + 0.015997203066945076, + 0.1856994926929474, + 0.021935464814305305, + 0.011638914234936237, + 0.024400275200605392, + 0.030051138252019882 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -1.1370642185211182 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007261365652084 + ], + "opposite_logprob_tokens": [ + -2.695072650909424 + ], + "logprob_reward": -0.07007261365652084, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007261365652084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40194177627563477, + 0.08093783259391785, + 0.07347758859395981, + 0.06206109747290611, + 0.021853672340512276, + 0.18658122420310974, + 0.06005559489130974, + 0.029831817373633385, + 0.04307551309466362, + 0.040183864533901215 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.07007261365652084 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135082423686981 + ], + "opposite_logprob_tokens": [ + -1.3135082721710205 + ], + "logprob_reward": -0.3135082423686981, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135082423686981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.215331569314003, + 0.3729245960712433, + 0.02921954169869423, + 0.04889918863773346, + 0.03776402026414871, + 0.0936785563826561, + 0.06504562497138977, + 0.03148605674505234, + 0.05168873444199562, + 0.0539621040225029 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.3135082423686981 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "super-slow-motion overhead shot, perfectly still, focuses on a massive, vintage Baroque-style crystal chandelier suspended in the center of the majestic opera house's dome. This magnificent fixture, composed of layered brass frames and hundreds of intricately carved crystal pendants, radiates a warm, dazzling golden light, casting intricate shadows on the empty red velvet seats below. Suddenly, with a powerful, silent tremor, the entire chandelier begins to shake violently, the crystal pendants clashing with each other, producing an increasingly rapid and crisp tinkling sound. As the tremor reaches its peak, the chandelier's main metal frame suddenly bends and breaks painfully under the unbearable stress, leading to a catastrophic structural collapse. Countless crystal fragments and glass beads exploded violently from the center outward, then poured down like a deadly yet beautiful flash rain. In slow motion, each irregular fragment slowly rolled and rotated in the air, its sharp cross-section capturing and madly refracting the last flicker of light before the chandelier went out, drawing short and sharp arcs of cold light against the gradually darkening background. The whole picture was full of sudden destructiveness and a heart-pounding tragic beauty.", + "seed": 11864, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_7/index_1435_seed_11864_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.42365965256467464, + "vlm_logprob": -0.42365965256467464, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.42365965256467464, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013897672295570374 + ], + "opposite_logprob_tokens": [ + -4.513897895812988 + ], + "logprob_reward": -0.013897672295570374, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013897672295570374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06498763710260391, + 0.05097099021077156, + 0.01640423573553562, + 0.04882492497563362, + 0.04449024051427841, + 0.36889249086380005, + 0.27664270997047424, + 0.07343269139528275, + 0.02706018090248108, + 0.0282939150929451 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.013897672295570374 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004665323067456484 + ], + "opposite_logprob_tokens": [ + -5.379665374755859 + ], + "logprob_reward": -0.004665323067456484, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004665323067456484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08166534453630447, + 0.06553184986114502, + 0.015691181644797325, + 0.03464862331748009, + 0.020159397274255753, + 0.49411213397979736, + 0.09669017791748047, + 0.12378023564815521, + 0.024821843951940536, + 0.042899277061223984 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.004665323067456484 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.600560188293457 + ], + "opposite_logprob_tokens": [ + -0.22556020319461823 + ], + "logprob_reward": -1.600560188293457, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.600560188293457, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03578150272369385, + 0.019113682210445404, + 0.0174801517277956, + 0.011517777107656002, + 0.022398313507437706, + 0.34689635038375854, + 0.26186850666999817, + 0.21011260151863098, + 0.05667717754840851, + 0.01815393567085266 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -1.600560188293457 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07012895494699478 + ], + "opposite_logprob_tokens": [ + -2.695128917694092 + ], + "logprob_reward": -0.07012895494699478, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07012895494699478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0520656518638134, + 0.026518285274505615, + 0.023798495531082153, + 0.017372513189911842, + 0.08689691871404648, + 0.216380313038826, + 0.301529198884964, + 0.13038745522499084, + 0.10470051318407059, + 0.04035065695643425 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.07012895494699478 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4290461242198944 + ], + "opposite_logprob_tokens": [ + -1.0540461540222168 + ], + "logprob_reward": -0.4290461242198944, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4290461242198944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09902235120534897, + 0.026116998866200447, + 0.02044048346579075, + 0.025357911363244057, + 0.0872693881392479, + 0.4799636900424957, + 0.054564036428928375, + 0.11830448359251022, + 0.03166933357715607, + 0.05729126185178757 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.4290461242198944 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "super-slow-motion overhead shot, perfectly still, focuses on a massive, vintage Baroque-style crystal chandelier suspended in the center of the majestic opera house's dome. This magnificent fixture, composed of layered brass frames and hundreds of intricately carved crystal pendants, radiates a warm, dazzling golden light, casting intricate shadows on the empty red velvet seats below. Suddenly, with a powerful, silent tremor, the entire chandelier begins to shake violently, the crystal pendants clashing with each other, producing an increasingly rapid and crisp tinkling sound. As the tremor reaches its peak, the chandelier's main metal frame suddenly bends and breaks painfully under the unbearable stress, leading to a catastrophic structural collapse. Countless crystal fragments and glass beads exploded violently from the center outward, then poured down like a deadly yet beautiful flash rain. In slow motion, each irregular fragment slowly rolled and rotated in the air, its sharp cross-section capturing and madly refracting the last flicker of light before the chandelier went out, drawing short and sharp arcs of cold light against the gradually darkening background. The whole picture was full of sudden destructiveness and a heart-pounding tragic beauty.", + "seed": 11865, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_7/index_1435_seed_11865_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.18350575128570198, + "vlm_logprob": -0.18350575128570198, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.18350575128570198, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009137479588389397 + ], + "opposite_logprob_tokens": [ + -5.1341376304626465 + ], + "logprob_reward": -0.009137479588389397, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.009137479588389397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13714499771595, + 0.09149381518363953, + 0.10105341672897339, + 0.08215869963169098, + 0.07595855742692947, + 0.04238763079047203, + 0.14804935455322266, + 0.1398746818304062, + 0.1358799785375595, + 0.04599886015057564 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.009137479588389397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052771554328501225 + ], + "opposite_logprob_tokens": [ + -5.255277156829834 + ], + "logprob_reward": -0.0052771554328501225, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052771554328501225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13336503505706787, + 0.09134748578071594, + 0.11224003881216049, + 0.06811223924160004, + 0.13718800246715546, + 0.18422643840312958, + 0.06489734351634979, + 0.06333685666322708, + 0.1002560406923294, + 0.045030537992715836 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.0052771554328501225 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25208598375320435 + ], + "opposite_logprob_tokens": [ + -1.5020859241485596 + ], + "logprob_reward": -0.25208598375320435, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25208598375320435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05768465995788574, + 0.023737497627735138, + 0.2467026710510254, + 0.11229084432125092, + 0.13446451723575592, + 0.18151280283927917, + 0.06433511525392532, + 0.08752810955047607, + 0.04970036819577217, + 0.04204341396689415 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.25208598375320435 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819268986582756 + ], + "opposite_logprob_tokens": [ + -4.018192768096924 + ], + "logprob_reward": -0.01819268986582756, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819268986582756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043059755116701126, + 0.03305370733141899, + 0.0971284806728363, + 0.12457956373691559, + 0.12112594395875931, + 0.16099730134010315, + 0.06342146545648575, + 0.2773129940032959, + 0.048013344407081604, + 0.03130745515227318 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.01819268986582756 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead view of a massive vintage Baroque-style crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chandelier composed of layered brass frames and hundreds of intricately carved crystal pendants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chandelier shake violently, with crystal pendants clashing and the main metal frame bending and breaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless crystal fragments explode outward and pour down like rain in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in super-slow motion with a perfectly still camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328354477882385 + ], + "opposite_logprob_tokens": [ + -0.7578354477882385 + ], + "logprob_reward": -0.6328354477882385, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328354477882385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08316966146230698, + 0.04811086133122444, + 0.1380023956298828, + 0.1302749067544937, + 0.17867612838745117, + 0.13421447575092316, + 0.0842561349272728, + 0.05483187362551689, + 0.11596950888633728, + 0.03249409422278404 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.6328354477882385 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_8/index_tensor([1534, 1534])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_8/index_tensor([1534, 1534])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..16f917befb4655df05b3824f7d6e417fb05ccab5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_8/index_tensor([1534, 1534])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static medium shot from a horizontal angle reveals a gloomy environment with virtually no external light. A strange, feathery creature slowly and gracefully unfurls from a deep, almost black sand. Composed of countless delicate, translucent filaments, the creature forms an elegant structure resembling the feathers of a fern. Its entire surface is evenly distributed with tiny bioluminescent points emitting a steady, cool white glow, providing the sole source of light in the darkness. At the moment of full extension, the entire organism suddenly and violently contracts inward, as if in a silent, energetic howl. Simultaneously, all the light points on its body transform from a steady shimmer into a frantic, high-frequency pulse, with drastic changes in intensity and rhythm. The stark contrast of black and white creates a whimsical atmosphere that is both eerie and vibrant, imbued with a sense of mystery and awe.", + "seed": 7618, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_8/index_1534_seed_7618_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08363751592114568, + "vlm_logprob": -0.08363751592114568, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.08363751592114568, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22911249101161957 + ], + "opposite_logprob_tokens": [ + -1.6041125059127808 + ], + "logprob_reward": -0.22911249101161957, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22911249101161957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16112416982650757, + 0.2162409871816635, + 0.15823127329349518, + 0.1119125559926033, + 0.0698249563574791, + 0.029878387227654457, + 0.04451119527220726, + 0.028979746624827385, + 0.07034669071435928, + 0.10895004868507385 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.22911249101161957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794864803552628 + ], + "opposite_logprob_tokens": [ + -4.63479471206665 + ], + "logprob_reward": -0.009794864803552628, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794864803552628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08932767808437347, + 0.04449932277202606, + 0.19847923517227173, + 0.04645578935742378, + 0.07312402129173279, + 0.0729319229722023, + 0.14409098029136658, + 0.16593322157859802, + 0.11237447708845139, + 0.05278335139155388 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.009794864803552628 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607716642320156 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.01607716642320156, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607716642320156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3146857023239136, + 0.042840663343667984, + 0.08251643925905228, + 0.052376292645931244, + 0.07483021914958954, + 0.0332321897149086, + 0.11110551655292511, + 0.06788672506809235, + 0.1760963648557663, + 0.04442991688847542 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.01607716642320156 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028259125538170338 + ], + "opposite_logprob_tokens": [ + -5.877825736999512 + ], + "logprob_reward": -0.0028259125538170338, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028259125538170338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1062372699379921, + 0.0708569660782814, + 0.08797938376665115, + 0.07643149048089981, + 0.07243750244379044, + 0.027014784514904022, + 0.05030135437846184, + 0.2051542103290558, + 0.13123220205307007, + 0.17235489189624786 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.0028259125538170338 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603771448135376 + ], + "opposite_logprob_tokens": [ + -1.9103771448135376 + ], + "logprob_reward": -0.1603771448135376, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603771448135376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08676055818796158, + 0.126832976937294, + 0.10806046426296234, + 0.19954106211662292, + 0.07857286930084229, + 0.04134756326675415, + 0.019588449969887733, + 0.08219710737466812, + 0.10075121372938156, + 0.15634773671627045 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.1603771448135376 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot from a horizontal angle reveals a gloomy environment with virtually no external light. A strange, feathery creature slowly and gracefully unfurls from a deep, almost black sand. Composed of countless delicate, translucent filaments, the creature forms an elegant structure resembling the feathers of a fern. Its entire surface is evenly distributed with tiny bioluminescent points emitting a steady, cool white glow, providing the sole source of light in the darkness. At the moment of full extension, the entire organism suddenly and violently contracts inward, as if in a silent, energetic howl. Simultaneously, all the light points on its body transform from a steady shimmer into a frantic, high-frequency pulse, with drastic changes in intensity and rhythm. The stark contrast of black and white creates a whimsical atmosphere that is both eerie and vibrant, imbued with a sense of mystery and awe.", + "seed": 7619, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_8/index_1534_seed_7619_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12230942714959384, + "vlm_logprob": -0.12230942714959384, + "vlm_yes_no_margin": 3.174999988079071, + "vlm_token_credit": -0.12230942714959384, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1313987821340561 + ], + "opposite_logprob_tokens": [ + -2.1313986778259277 + ], + "logprob_reward": -0.1313987821340561, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1313987821340561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39798980951309204, + 0.10248763859272003, + 0.14402608573436737, + 0.087753064930439, + 0.037458859384059906, + 0.08548689633607864, + 0.03451064974069595, + 0.0314752534031868, + 0.027631103992462158, + 0.05118061602115631 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.1313987821340561 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029827479273080826 + ], + "opposite_logprob_tokens": [ + -3.52982759475708 + ], + "logprob_reward": -0.029827479273080826, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029827479273080826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31780320405960083, + 0.419521301984787, + 0.05744112655520439, + 0.06522224098443985, + 0.012143414467573166, + 0.01698891445994377, + 0.053691115230321884, + 0.02088351361453533, + 0.02622785046696663, + 0.010077284649014473 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.029827479273080826 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819608360528946 + ], + "opposite_logprob_tokens": [ + -4.018196105957031 + ], + "logprob_reward": -0.01819608360528946, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819608360528946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09849992394447327, + 0.27898240089416504, + 0.08712076395750046, + 0.09321188181638718, + 0.054315898567438126, + 0.03865071386098862, + 0.12554748356342316, + 0.06822953373193741, + 0.04238927736878395, + 0.11305218935012817 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.01819608360528946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032010050490498543 + ], + "opposite_logprob_tokens": [ + -5.753201007843018 + ], + "logprob_reward": -0.0032010050490498543, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032010050490498543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09882339090108871, + 0.5059451460838318, + 0.07938095182180405, + 0.07886844873428345, + 0.046023011207580566, + 0.021488945931196213, + 0.02393294684588909, + 0.044597238302230835, + 0.06745407730340958, + 0.03348589688539505 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0032010050490498543 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289237856864929 + ], + "opposite_logprob_tokens": [ + -1.0539238452911377 + ], + "logprob_reward": -0.4289237856864929, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4289237856864929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08439940959215164, + 0.15570786595344543, + 0.07435223460197449, + 0.07088539004325867, + 0.04429822787642479, + 0.04319259896874428, + 0.057112645357847214, + 0.08760911971330643, + 0.3029807209968567, + 0.07946174591779709 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.4289237856864929 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot from a horizontal angle reveals a gloomy environment with virtually no external light. A strange, feathery creature slowly and gracefully unfurls from a deep, almost black sand. Composed of countless delicate, translucent filaments, the creature forms an elegant structure resembling the feathers of a fern. Its entire surface is evenly distributed with tiny bioluminescent points emitting a steady, cool white glow, providing the sole source of light in the darkness. At the moment of full extension, the entire organism suddenly and violently contracts inward, as if in a silent, energetic howl. Simultaneously, all the light points on its body transform from a steady shimmer into a frantic, high-frequency pulse, with drastic changes in intensity and rhythm. The stark contrast of black and white creates a whimsical atmosphere that is both eerie and vibrant, imbued with a sense of mystery and awe.", + "seed": 7620, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_8/index_1534_seed_7620_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1361170955467969, + "vlm_logprob": -0.1361170955467969, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.1361170955467969, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4319176971912384 + ], + "opposite_logprob_tokens": [ + -1.056917667388916 + ], + "logprob_reward": -0.4319176971912384, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4319176971912384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6847659945487976, + 0.03807162493467331, + 0.020759230479598045, + 0.027792420238256454, + 0.02332494407892227, + 0.026542365550994873, + 0.038755472749471664, + 0.08598463237285614, + 0.031354110687971115, + 0.022649265825748444 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.4319176971912384 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060040831565857 + ], + "opposite_logprob_tokens": [ + -3.8956003189086914 + ], + "logprob_reward": -0.02060040831565857, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060040831565857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3769376277923584, + 0.025185907259583473, + 0.03077598102390766, + 0.018523404374718666, + 0.049557577818632126, + 0.05657563731074333, + 0.14993445575237274, + 0.20548085868358612, + 0.04879162833094597, + 0.03823697939515114 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.02060040831565857 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023293664678931236 + ], + "opposite_logprob_tokens": [ + -3.7732937335968018 + ], + "logprob_reward": -0.023293664678931236, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023293664678931236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31063970923423767, + 0.015467706136405468, + 0.03573710471391678, + 0.06355553865432739, + 0.026801010593771935, + 0.1033019945025444, + 0.1079481989145279, + 0.17532487213611603, + 0.12723499536514282, + 0.033988915383815765 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.023293664678931236 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00320064858533442 + ], + "opposite_logprob_tokens": [ + -5.753200531005859 + ], + "logprob_reward": -0.00320064858533442, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00320064858533442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3966628909111023, + 0.02176719717681408, + 0.009053735062479973, + 0.03361186385154724, + 0.03680993989109993, + 0.061316803097724915, + 0.017694760113954544, + 0.33440685272216797, + 0.07044735550880432, + 0.01822863705456257 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.00320064858533442 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157305896282196 + ], + "opposite_logprob_tokens": [ + -1.7015730142593384 + ], + "logprob_reward": -0.20157305896282196, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157305896282196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39047592878341675, + 0.03247813135385513, + 0.012677163816988468, + 0.04513154178857803, + 0.025865480303764343, + 0.06893225014209747, + 0.07308667153120041, + 0.2335660457611084, + 0.08937633782625198, + 0.028410451486706734 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.20157305896282196 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot from a horizontal angle reveals a gloomy environment with virtually no external light. A strange, feathery creature slowly and gracefully unfurls from a deep, almost black sand. Composed of countless delicate, translucent filaments, the creature forms an elegant structure resembling the feathers of a fern. Its entire surface is evenly distributed with tiny bioluminescent points emitting a steady, cool white glow, providing the sole source of light in the darkness. At the moment of full extension, the entire organism suddenly and violently contracts inward, as if in a silent, energetic howl. Simultaneously, all the light points on its body transform from a steady shimmer into a frantic, high-frequency pulse, with drastic changes in intensity and rhythm. The stark contrast of black and white creates a whimsical atmosphere that is both eerie and vibrant, imbued with a sense of mystery and awe.", + "seed": 7621, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_8/index_1534_seed_7621_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04336984548717737, + "vlm_logprob": -0.04336984548717737, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.04336984548717737, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13201281428337097 + ], + "opposite_logprob_tokens": [ + -2.1320128440856934 + ], + "logprob_reward": -0.13201281428337097, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13201281428337097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16184097528457642, + 0.07250294089317322, + 0.10514141619205475, + 0.0707140788435936, + 0.06438525021076202, + 0.05460838973522186, + 0.1258774995803833, + 0.07094906270503998, + 0.09150382876396179, + 0.18247662484645844 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.13201281428337097 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009798170067369938 + ], + "opposite_logprob_tokens": [ + -4.634798049926758 + ], + "logprob_reward": -0.009798170067369938, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009798170067369938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4211116433143616, + 0.12518946826457977, + 0.09376982599496841, + 0.06245166063308716, + 0.05814214423298836, + 0.029700245708227158, + 0.08231209218502045, + 0.024890394881367683, + 0.04131805896759033, + 0.061114419251680374 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.009798170067369938 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792503900825977 + ], + "opposite_logprob_tokens": [ + -4.634792327880859 + ], + "logprob_reward": -0.009792503900825977, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792503900825977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23398873209953308, + 0.17402245104312897, + 0.11718343198299408, + 0.07660301774740219, + 0.1677648276090622, + 0.03147595003247261, + 0.05201609432697296, + 0.01636936515569687, + 0.06970687210559845, + 0.06086927652359009 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.009792503900825977 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003201599232852459 + ], + "opposite_logprob_tokens": [ + -5.753201484680176 + ], + "logprob_reward": -0.003201599232852459, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003201599232852459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.153171107172966, + 0.0922059714794159, + 0.09131138771772385, + 0.07461853325366974, + 0.12634766101837158, + 0.06071311980485916, + 0.1981462985277176, + 0.0276055708527565, + 0.09636999666690826, + 0.07951030880212784 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.003201599232852459 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment gloomy with virtually no external light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a strange, feathery creature composed of translucent filaments unfurl from deep black sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature's surface emit a steady cool white bioluminescent glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature suddenly contract inward while its light points transform into a frantic, high-frequency pulse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062044139951467514 + ], + "opposite_logprob_tokens": [ + -2.812044143676758 + ], + "logprob_reward": -0.062044139951467514, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062044139951467514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0698818787932396, + 0.061505235731601715, + 0.05371204763650894, + 0.04844815284013748, + 0.0659482479095459, + 0.06397168338298798, + 0.13349232077598572, + 0.0424371175467968, + 0.21907733380794525, + 0.24152593314647675 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.062044139951467514 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_9/index_tensor([3801, 3801])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_9/index_tensor([3801, 3801])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f243f5b152948cfee7327b9d3faded5e4c7c7e00 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_9/index_tensor([3801, 3801])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, sweeping 360-degree shot, shot from a slightly upward angle, focuses on an eagle perched atop a precarious cliff. The golden late afternoon sun illuminates the jagged, weathered gray rock face. Below, a vast, bottomless canyon stretches, and distant mountains loom through the mist. The eagle's plumage is dark brown, almost black, and its crest on the back of its neck gleams golden-brown in the light. Its powerful yellow talons grip the rock, while its sharp amber eyes warily survey its territory. As the camera steadily rotates around it, the eagle suddenly unfurls its massive wings, each feather visible, its wingspan nearly obscuring a corner of the sky. With its head held high and its sharp, hooked yellow beak extended, it lets out a piercing cry that echoes through the empty canyon. The sunlight outlines a dazzling golden edge on the dark feathers of the eagle, and also makes the rough texture of the rock become three-dimensional and distinct. The whole picture, in warm tones, through slow and continuous circular motion, fully displays the majestic posture of this bird of prey and the magnificent natural scenery around it, creating an epic feeling of grandeur, aloofness and primitive vitality.", + "seed": 3228, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_9/index_3801_seed_3228_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3933575890958309, + "vlm_logprob": -0.3933575890958309, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.3933575890958309, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011792119592428207 + ], + "opposite_logprob_tokens": [ + -4.511792182922363 + ], + "logprob_reward": -0.011792119592428207, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011792119592428207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06290480494499207, + 0.11705652624368668, + 0.13326391577720642, + 0.09933756291866302, + 0.02501712553203106, + 0.06729380786418915, + 0.24098214507102966, + 0.027953023090958595, + 0.02533620223402977, + 0.20085489749908447 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.011792119592428207 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016087723895907402 + ], + "opposite_logprob_tokens": [ + -4.141087532043457 + ], + "logprob_reward": -0.016087723895907402, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016087723895907402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10116618871688843, + 0.10833020508289337, + 0.18494875729084015, + 0.08552053570747375, + 0.027999721467494965, + 0.03543781116604805, + 0.06095021218061447, + 0.08271524310112, + 0.04209999367594719, + 0.2708313465118408 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.016087723895907402 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545006349682808 + ], + "opposite_logprob_tokens": [ + -4.387545108795166 + ], + "logprob_reward": -0.012545006349682808, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545006349682808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043308552354574203, + 0.0495600663125515, + 0.12772880494594574, + 0.052154671400785446, + 0.010560426861047745, + 0.04409623146057129, + 0.016210241243243217, + 0.03403547406196594, + 0.09454846382141113, + 0.5277971029281616 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.012545006349682808 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9102920293807983 + ], + "opposite_logprob_tokens": [ + -0.16029204428195953 + ], + "logprob_reward": -1.9102920293807983, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9102920293807983, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08513379842042923, + 0.09710978716611862, + 0.06746485084295273, + 0.11936025321483612, + 0.03217344358563423, + 0.056880928575992584, + 0.034567251801490784, + 0.030305633321404457, + 0.08377097547054291, + 0.393233060836792 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -1.9102920293807983 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607106626033783 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.01607106626033783, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607106626033783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08681938797235489, + 0.08154760301113129, + 0.18750931322574615, + 0.20272159576416016, + 0.034833766520023346, + 0.019397422671318054, + 0.02294047921895981, + 0.020685922354459763, + 0.057958487421274185, + 0.28558602929115295 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.01607106626033783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "sweeping, sweeping 360-degree shot, shot from a slightly upward angle, focuses on an eagle perched atop a precarious cliff. The golden late afternoon sun illuminates the jagged, weathered gray rock face. Below, a vast, bottomless canyon stretches, and distant mountains loom through the mist. The eagle's plumage is dark brown, almost black, and its crest on the back of its neck gleams golden-brown in the light. Its powerful yellow talons grip the rock, while its sharp amber eyes warily survey its territory. As the camera steadily rotates around it, the eagle suddenly unfurls its massive wings, each feather visible, its wingspan nearly obscuring a corner of the sky. With its head held high and its sharp, hooked yellow beak extended, it lets out a piercing cry that echoes through the empty canyon. The sunlight outlines a dazzling golden edge on the dark feathers of the eagle, and also makes the rough texture of the rock become three-dimensional and distinct. The whole picture, in warm tones, through slow and continuous circular motion, fully displays the majestic posture of this bird of prey and the magnificent natural scenery around it, creating an epic feeling of grandeur, aloofness and primitive vitality.", + "seed": 3229, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_9/index_3801_seed_3229_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.6328487653285265, + "vlm_logprob": -0.6328487653285265, + "vlm_yes_no_margin": 1.925, + "vlm_token_credit": -0.6328487653285265, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08106251060962677 + ], + "opposite_logprob_tokens": [ + -2.5810625553131104 + ], + "logprob_reward": -0.08106251060962677, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08106251060962677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5444424748420715, + 0.034168094396591187, + 0.0540543757379055, + 0.01906396634876728, + 0.06928923726081848, + 0.01188693381845951, + 0.04601453244686127, + 0.04847993329167366, + 0.1634209305047989, + 0.009179537184536457 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.08106251060962677 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009801121428608894 + ], + "opposite_logprob_tokens": [ + -4.634800910949707 + ], + "logprob_reward": -0.009801121428608894, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009801121428608894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6972960233688354, + 0.04691359028220177, + 0.020750220865011215, + 0.02534192055463791, + 0.04926558956503868, + 0.027219049632549286, + 0.033071961253881454, + 0.014375911094248295, + 0.02880443073809147, + 0.056961290538311005 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.009801121428608894 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307401925325394 + ], + "opposite_logprob_tokens": [ + -3.168074131011963 + ], + "logprob_reward": -0.04307401925325394, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307401925325394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44462850689888, + 0.11917530000209808, + 0.07345803081989288, + 0.02796829119324684, + 0.037734340876340866, + 0.030689561739563942, + 0.1281140297651291, + 0.0795869305729866, + 0.03988462686538696, + 0.018760349601507187 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.04307401925325394 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.9299163818359375 + ], + "opposite_logprob_tokens": [ + -0.0549163818359375 + ], + "logprob_reward": -2.9299163818359375, + "yes_no_margin_reward": -2.875, + "token_credit_reward": -2.9299163818359375, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.7186911106109619, + 0.024186640977859497, + 0.03139308840036392, + 0.03392888605594635, + 0.03096633404493332, + 0.05209651216864586, + 0.04239669442176819, + 0.018534138798713684, + 0.020302260294556618, + 0.027504339814186096 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -2.9299163818359375 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10038979351520538 + ], + "opposite_logprob_tokens": [ + -2.3503897190093994 + ], + "logprob_reward": -0.10038979351520538, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10038979351520538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7347932457923889, + 0.04028991237282753, + 0.03990970924496651, + 0.06781835854053497, + 0.016782158985733986, + 0.013975564390420914, + 0.014813818037509918, + 0.03429683297872543, + 0.02478935942053795, + 0.012531097047030926 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.10038979351520538 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "sweeping, sweeping 360-degree shot, shot from a slightly upward angle, focuses on an eagle perched atop a precarious cliff. The golden late afternoon sun illuminates the jagged, weathered gray rock face. Below, a vast, bottomless canyon stretches, and distant mountains loom through the mist. The eagle's plumage is dark brown, almost black, and its crest on the back of its neck gleams golden-brown in the light. Its powerful yellow talons grip the rock, while its sharp amber eyes warily survey its territory. As the camera steadily rotates around it, the eagle suddenly unfurls its massive wings, each feather visible, its wingspan nearly obscuring a corner of the sky. With its head held high and its sharp, hooked yellow beak extended, it lets out a piercing cry that echoes through the empty canyon. The sunlight outlines a dazzling golden edge on the dark feathers of the eagle, and also makes the rough texture of the rock become three-dimensional and distinct. The whole picture, in warm tones, through slow and continuous circular motion, fully displays the majestic posture of this bird of prey and the magnificent natural scenery around it, creating an epic feeling of grandeur, aloofness and primitive vitality.", + "seed": 3230, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_9/index_3801_seed_3230_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.31726573407649994, + "vlm_logprob": -0.31726573407649994, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.31726573407649994, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0267656110227108 + ], + "opposite_logprob_tokens": [ + -3.6517655849456787 + ], + "logprob_reward": -0.0267656110227108, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0267656110227108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06303632259368896, + 0.05375169962644577, + 0.04878085479140282, + 0.041242390871047974, + 0.4047665596008301, + 0.03838806971907616, + 0.14167730510234833, + 0.09797794371843338, + 0.09353470057249069, + 0.016844023019075394 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.0267656110227108 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607998088002205 + ], + "opposite_logprob_tokens": [ + -4.141079902648926 + ], + "logprob_reward": -0.01607998088002205, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607998088002205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0989556610584259, + 0.08811689913272858, + 0.026541104540228844, + 0.036477964371442795, + 0.25916483998298645, + 0.028389470651745796, + 0.14810387790203094, + 0.04939500615000725, + 0.10832533985376358, + 0.15652982890605927 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.01607998088002205 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818695291876793 + ], + "opposite_logprob_tokens": [ + -4.018187046051025 + ], + "logprob_reward": -0.01818695291876793, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818695291876793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09132851660251617, + 0.06135666370391846, + 0.03746771812438965, + 0.11328568309545517, + 0.10010214895009995, + 0.04389496520161629, + 0.29435911774635315, + 0.1004679873585701, + 0.11532554030418396, + 0.04241163656115532 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.01818695291876793 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020118951797485 + ], + "opposite_logprob_tokens": [ + -0.25201186537742615 + ], + "logprob_reward": -1.5020118951797485, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020118951797485, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04046819731593132, + 0.04360348358750343, + 0.04244719073176384, + 0.06967081874608994, + 0.40036720037460327, + 0.05380874127149582, + 0.11478839814662933, + 0.018140075728297234, + 0.1711249202489853, + 0.04558098688721657 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -1.5020118951797485 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328423038125038 + ], + "opposite_logprob_tokens": [ + -3.7732841968536377 + ], + "logprob_reward": -0.02328423038125038, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328423038125038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13163679838180542, + 0.07330436259508133, + 0.03035644069314003, + 0.03202119842171669, + 0.4046200215816498, + 0.09842921793460846, + 0.07074956595897675, + 0.09560897946357727, + 0.03384992107748985, + 0.029423555359244347 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.02328423038125038 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "sweeping, sweeping 360-degree shot, shot from a slightly upward angle, focuses on an eagle perched atop a precarious cliff. The golden late afternoon sun illuminates the jagged, weathered gray rock face. Below, a vast, bottomless canyon stretches, and distant mountains loom through the mist. The eagle's plumage is dark brown, almost black, and its crest on the back of its neck gleams golden-brown in the light. Its powerful yellow talons grip the rock, while its sharp amber eyes warily survey its territory. As the camera steadily rotates around it, the eagle suddenly unfurls its massive wings, each feather visible, its wingspan nearly obscuring a corner of the sky. With its head held high and its sharp, hooked yellow beak extended, it lets out a piercing cry that echoes through the empty canyon. The sunlight outlines a dazzling golden edge on the dark feathers of the eagle, and also makes the rough texture of the rock become three-dimensional and distinct. The whole picture, in warm tones, through slow and continuous circular motion, fully displays the majestic posture of this bird of prey and the magnificent natural scenery around it, creating an epic feeling of grandeur, aloofness and primitive vitality.", + "seed": 3231, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000010/group_9/index_3801_seed_3231_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2256933909840882, + "vlm_logprob": -0.2256933909840882, + "vlm_yes_no_margin": 3.299999988079071, + "vlm_token_credit": -0.2256933909840882, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010273432359099388 + ], + "opposite_logprob_tokens": [ + -4.635273456573486 + ], + "logprob_reward": -0.010273432359099388, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010273432359099388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08882331103086472, + 0.03616200014948845, + 0.03205402195453644, + 0.5154102444648743, + 0.13670116662979126, + 0.029882794246077538, + 0.028100203722715378, + 0.0255390927195549, + 0.013252248987555504, + 0.09407490491867065 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.010273432359099388 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608608104288578 + ], + "opposite_logprob_tokens": [ + -4.141086101531982 + ], + "logprob_reward": -0.01608608104288578, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608608104288578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11675255000591278, + 0.05399489775300026, + 0.07909076660871506, + 0.0923507809638977, + 0.18343481421470642, + 0.046342216432094574, + 0.08314132690429688, + 0.04307657480239868, + 0.0812385305762291, + 0.22057761251926422 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.01608608104288578 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305769130587578 + ], + "opposite_logprob_tokens": [ + -3.168057680130005 + ], + "logprob_reward": -0.04305769130587578, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305769130587578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06161872670054436, + 0.06497028470039368, + 0.04451102763414383, + 0.03351983055472374, + 0.043636810034513474, + 0.048458270728588104, + 0.0961867943406105, + 0.034476470202207565, + 0.06904170662164688, + 0.5035800337791443 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.04305769130587578 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053800106048584 + ], + "opposite_logprob_tokens": [ + -0.4288000464439392 + ], + "logprob_reward": -1.053800106048584, + "yes_no_margin_reward": -0.6250000596046448, + "token_credit_reward": -1.053800106048584, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1705314815044403, + 0.06171777844429016, + 0.06592817604541779, + 0.08812309056520462, + 0.09256599843502045, + 0.08887076377868652, + 0.12840640544891357, + 0.04139741137623787, + 0.04569552466273308, + 0.21676336228847504 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -1.053800106048584 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle perched on a cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's plumage dark brown or black with a golden-brown crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a steady 360-degree rotation around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast canyon with distant mountains visible through mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249644163995981 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249644163995981, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249644163995981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18209846317768097, + 0.036158692091703415, + 0.04340330883860588, + 0.19154073297977448, + 0.04465526342391968, + 0.08341489732265472, + 0.08580412715673447, + 0.0318596214056015, + 0.036053616553545, + 0.2650113105773926 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.005249644163995981 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_0/index_tensor([4192, 4192])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_0/index_tensor([4192, 4192])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..46b143f377f5d3863d559ea75f0b64e63d93639a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_0/index_tensor([4192, 4192])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning close-up, the camera remains still, focused on a pair of calloused, rough-skinned, aged hands intently engaged in a woodcarving process. A warm, directional light from above and side precisely illuminates the work area, casting three-dimensional shadows across the wrinkles of the knuckles and the deep lines of the palm. One hand firmly holds a block of light-colored, fine-grained basswood, while the other grips a carving knife, its handle sleek from years of use and its blade gleaming with a cool, metallic sheen. With steady, deliberate pressure from the wrist, the sharp tip of the knife delicately slices into the wood, shaving off thin, naturally curly chips. These chips hover briefly in the air, like light snowflakes, before slowly drifting down to the workbench, blurred into a blur of light in the background. The entire scene, imbued with a profound tranquility, is a silent celebration of concentration and skill. The warm yellow primary color creates a subtle contrast with the cool glow of the knife's blade, highlighting the power and delicacy of the creative process.", + "seed": 17251, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_0/index_4192_seed_17251_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.037426657415926455, + "vlm_logprob": -0.037426657415926455, + "vlm_yes_no_margin": 3.599999952316284, + "vlm_token_credit": -0.037426657415926455, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0192214697599411 + ], + "opposite_logprob_tokens": [ + -4.019221305847168 + ], + "logprob_reward": -0.0192214697599411, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0192214697599411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4936080276966095, + 0.07509146630764008, + 0.088169164955616, + 0.09705591201782227, + 0.0379999615252018, + 0.03722032532095909, + 0.04732808470726013, + 0.08675669133663177, + 0.021267037838697433, + 0.015503295697271824 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0192214697599411 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01822558231651783 + ], + "opposite_logprob_tokens": [ + -4.01822566986084 + ], + "logprob_reward": -0.01822558231651783, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01822558231651783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32847464084625244, + 0.06066298484802246, + 0.19132691621780396, + 0.10772434622049332, + 0.03141651675105095, + 0.048609789460897446, + 0.1105322614312172, + 0.06783470511436462, + 0.025450024753808975, + 0.027967846021056175 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.01822558231651783 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901136577129364 + ], + "opposite_logprob_tokens": [ + -2.5790114402770996 + ], + "logprob_reward": -0.07901136577129364, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901136577129364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09666562080383301, + 0.06861122697591782, + 0.2746172249317169, + 0.07610977441072464, + 0.06312357634305954, + 0.12472565472126007, + 0.2330324798822403, + 0.022880204021930695, + 0.023412365466356277, + 0.016821831464767456 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.07901136577129364 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204167380928993 + ], + "opposite_logprob_tokens": [ + -2.812041759490967 + ], + "logprob_reward": -0.06204167380928993, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204167380928993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11830723285675049, + 0.1602269858121872, + 0.08781705051660538, + 0.2550453245639801, + 0.09350328892469406, + 0.03797540068626404, + 0.05495208501815796, + 0.11984726786613464, + 0.041347261518239975, + 0.030978115275502205 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.06204167380928993 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633195422589779 + ], + "opposite_logprob_tokens": [ + -4.758633136749268 + ], + "logprob_reward": -0.008633195422589779, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633195422589779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18407613039016724, + 0.051064107567071915, + 0.19946080446243286, + 0.15796326100826263, + 0.04249107092618942, + 0.07195542007684708, + 0.1486847847700119, + 0.07238584011793137, + 0.03491080179810524, + 0.03700781613588333 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.008633195422589779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera remains still, focused on a pair of calloused, rough-skinned, aged hands intently engaged in a woodcarving process. A warm, directional light from above and side precisely illuminates the work area, casting three-dimensional shadows across the wrinkles of the knuckles and the deep lines of the palm. One hand firmly holds a block of light-colored, fine-grained basswood, while the other grips a carving knife, its handle sleek from years of use and its blade gleaming with a cool, metallic sheen. With steady, deliberate pressure from the wrist, the sharp tip of the knife delicately slices into the wood, shaving off thin, naturally curly chips. These chips hover briefly in the air, like light snowflakes, before slowly drifting down to the workbench, blurred into a blur of light in the background. The entire scene, imbued with a profound tranquility, is a silent celebration of concentration and skill. The warm yellow primary color creates a subtle contrast with the cool glow of the knife's blade, highlighting the power and delicacy of the creative process.", + "seed": 17252, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_0/index_4192_seed_17252_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09062256198376417, + "vlm_logprob": -0.09062256198376417, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.09062256198376417, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022083798423409462 + ], + "opposite_logprob_tokens": [ + -3.8970837593078613 + ], + "logprob_reward": -0.022083798423409462, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022083798423409462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20765134692192078, + 0.06965508311986923, + 0.04131059721112251, + 0.23679907619953156, + 0.10975487530231476, + 0.09128036350011826, + 0.1367952674627304, + 0.032930754125118256, + 0.055094026029109955, + 0.018728598952293396 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.022083798423409462 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02984900027513504 + ], + "opposite_logprob_tokens": [ + -3.529849052429199 + ], + "logprob_reward": -0.02984900027513504, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02984900027513504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2751677930355072, + 0.06627533584833145, + 0.06641975045204163, + 0.06166081503033638, + 0.11460503935813904, + 0.16561079025268555, + 0.08160854876041412, + 0.035495880991220474, + 0.07114425301551819, + 0.06201179698109627 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.02984900027513504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135613203048706 + ], + "opposite_logprob_tokens": [ + -1.3135613203048706 + ], + "logprob_reward": -0.3135613203048706, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135613203048706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13436272740364075, + 0.07348498702049255, + 0.10540638118982315, + 0.09700947999954224, + 0.15738354623317719, + 0.15174703299999237, + 0.15137064456939697, + 0.03957189619541168, + 0.05475103110074997, + 0.03491227701306343 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.3135613203048706 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898195087909698 + ], + "opposite_logprob_tokens": [ + -2.578981876373291 + ], + "logprob_reward": -0.07898195087909698, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898195087909698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3032180666923523, + 0.08509597182273865, + 0.031057586893439293, + 0.1401418298482895, + 0.153702974319458, + 0.0606452152132988, + 0.08633291721343994, + 0.04461197555065155, + 0.06410449743270874, + 0.031088940799236298 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.07898195087909698 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636740036308765 + ], + "opposite_logprob_tokens": [ + -4.758636951446533 + ], + "logprob_reward": -0.008636740036308765, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636740036308765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12416231632232666, + 0.06018799915909767, + 0.03774524852633476, + 0.08549343049526215, + 0.11890174448490143, + 0.38487058877944946, + 0.0641537681221962, + 0.06436489522457123, + 0.022328685969114304, + 0.037791378796100616 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.008636740036308765 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera remains still, focused on a pair of calloused, rough-skinned, aged hands intently engaged in a woodcarving process. A warm, directional light from above and side precisely illuminates the work area, casting three-dimensional shadows across the wrinkles of the knuckles and the deep lines of the palm. One hand firmly holds a block of light-colored, fine-grained basswood, while the other grips a carving knife, its handle sleek from years of use and its blade gleaming with a cool, metallic sheen. With steady, deliberate pressure from the wrist, the sharp tip of the knife delicately slices into the wood, shaving off thin, naturally curly chips. These chips hover briefly in the air, like light snowflakes, before slowly drifting down to the workbench, blurred into a blur of light in the background. The entire scene, imbued with a profound tranquility, is a silent celebration of concentration and skill. The warm yellow primary color creates a subtle contrast with the cool glow of the knife's blade, highlighting the power and delicacy of the creative process.", + "seed": 17253, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_0/index_4192_seed_17253_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.032610849291086194, + "vlm_logprob": -0.032610849291086194, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.032610849291086194, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012249713763594627 + ], + "opposite_logprob_tokens": [ + -4.512249946594238 + ], + "logprob_reward": -0.012249713763594627, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012249713763594627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0694625973701477, + 0.1465144157409668, + 0.08647946268320084, + 0.014418241567909718, + 0.0277594905346632, + 0.007863366976380348, + 0.010995663702487946, + 0.41713207960128784, + 0.1752076894044876, + 0.04416705295443535 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.012249713763594627 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011104097589850426 + ], + "opposite_logprob_tokens": [ + -4.511104106903076 + ], + "logprob_reward": -0.011104097589850426, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011104097589850426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032001350075006485, + 0.0869007483124733, + 0.0507819801568985, + 0.055609192699193954, + 0.07122082263231277, + 0.0516861267387867, + 0.028683310374617577, + 0.3607105314731598, + 0.23814602196216583, + 0.024259895086288452 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.011104097589850426 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906694501638412 + ], + "opposite_logprob_tokens": [ + -2.464066982269287 + ], + "logprob_reward": -0.08906694501638412, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906694501638412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0276755690574646, + 0.08751033991575241, + 0.09334225952625275, + 0.051790494471788406, + 0.09406106173992157, + 0.025232259184122086, + 0.05532900243997574, + 0.408840149641037, + 0.1193745881319046, + 0.036844246089458466 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.08906694501638412 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0380968414247036 + ], + "opposite_logprob_tokens": [ + -3.2880969047546387 + ], + "logprob_reward": -0.0380968414247036, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0380968414247036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.012658724561333656, + 0.01536504551768303, + 0.054066404700279236, + 0.015138129703700542, + 0.03660767525434494, + 0.011950008571147919, + 0.028683437034487724, + 0.41116416454315186, + 0.3978949785232544, + 0.016471439972519875 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.0380968414247036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536648660898209 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536648660898209, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536648660898209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035184383392333984, + 0.05806791037321091, + 0.1060480996966362, + 0.030670596286654472, + 0.034616462886333466, + 0.015913456678390503, + 0.030306966975331306, + 0.5615535378456116, + 0.09235478937625885, + 0.035283781588077545 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.012536648660898209 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera remains still, focused on a pair of calloused, rough-skinned, aged hands intently engaged in a woodcarving process. A warm, directional light from above and side precisely illuminates the work area, casting three-dimensional shadows across the wrinkles of the knuckles and the deep lines of the palm. One hand firmly holds a block of light-colored, fine-grained basswood, while the other grips a carving knife, its handle sleek from years of use and its blade gleaming with a cool, metallic sheen. With steady, deliberate pressure from the wrist, the sharp tip of the knife delicately slices into the wood, shaving off thin, naturally curly chips. These chips hover briefly in the air, like light snowflakes, before slowly drifting down to the workbench, blurred into a blur of light in the background. The entire scene, imbued with a profound tranquility, is a silent celebration of concentration and skill. The warm yellow primary color creates a subtle contrast with the cool glow of the knife's blade, highlighting the power and delicacy of the creative process.", + "seed": 17254, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_0/index_4192_seed_17254_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13619958888739347, + "vlm_logprob": -0.13619958888739347, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.13619958888739347, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3889336585998535 + ], + "opposite_logprob_tokens": [ + -1.1389336585998535 + ], + "logprob_reward": -0.3889336585998535, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3889336585998535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39588627219200134, + 0.07511217892169952, + 0.03848326578736305, + 0.04133444279432297, + 0.07282593101263046, + 0.05529530718922615, + 0.1036761999130249, + 0.04877166450023651, + 0.07294868677854538, + 0.09566604346036911 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.3889336585998535 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814652934670448 + ], + "opposite_logprob_tokens": [ + -3.288146495819092 + ], + "logprob_reward": -0.03814652934670448, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814652934670448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1766500622034073, + 0.0742349699139595, + 0.15673905611038208, + 0.05274876207113266, + 0.12604540586471558, + 0.05775582417845726, + 0.07612497359514236, + 0.06909201294183731, + 0.12476320564746857, + 0.0858456939458847 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.03814652934670448 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20162324607372284 + ], + "opposite_logprob_tokens": [ + -1.7016232013702393 + ], + "logprob_reward": -0.20162324607372284, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20162324607372284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17280294001102448, + 0.03566109389066696, + 0.04806513711810112, + 0.043685514479875565, + 0.10038916766643524, + 0.03749522194266319, + 0.08420562744140625, + 0.05200590938329697, + 0.1694001406431198, + 0.2562892436981201 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.20162324607372284 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198473654687405 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198473654687405, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198473654687405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16037394106388092, + 0.25461387634277344, + 0.1571572870016098, + 0.0799817219376564, + 0.05312303081154823, + 0.0401858389377594, + 0.050111789256334305, + 0.04428877681493759, + 0.0710296630859375, + 0.08913405984640121 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.014198473654687405 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of aged, rough-skinned hands engaged in woodcarving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand holding a block of light-colored, fine-grained basswood while the other holds a carving knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knife blade gleaming with a cool, metallic sheen while the handle appears sleek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips shown hovering in the air and drifting down to the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a still close-up shot with warm, directional lighting from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809603676199913 + ], + "opposite_logprob_tokens": [ + -3.2880959510803223 + ], + "logprob_reward": -0.03809603676199913, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809603676199913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17667560279369354, + 0.0634400025010109, + 0.10461010038852692, + 0.06614811718463898, + 0.09141542762517929, + 0.23575441539287567, + 0.07812663912773132, + 0.056183651089668274, + 0.05398796126246452, + 0.0736580565571785 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.03809603676199913 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_1/index_tensor([1588, 1588])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_1/index_tensor([1588, 1588])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1dba526517ad441f87b6629b48b71cdaf3c6d684 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_1/index_tensor([1588, 1588])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic overhead shot, the camera slowly tilting upward, begins at the glass and steel spire of a modern skyscraper. Against a gloomy, stormy sky, a massive, geometrically shaped alien mothership silently and majestically tears through the thick, rolling gray storm clouds. The vessel's sleek, dark metal hull gleams with an unearthly, iridescent sheen in the dim skylight. Its surface is covered in intricate, self-luminous blue patterns, like a giant circuit board, its structure seemingly undergoing minute, silent reconfigurations as it moves. With a slow, inexorable momentum, it majestically sweeps past the skyscraper's spire, its massive shadow instantly engulfing the cityscape below. As the vessel's energy field distorts the air as it passes, creating subtle ripples in the reflections on the spire's mirrored glass facade. The scene is imbued with an epic scale and a breathtaking, awe-inspiring stillness, creating the feeling of a grand and tense science fiction film.", + "seed": 28762, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_1/index_1588_seed_28762_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09959023853298277, + "vlm_logprob": -0.09959023853298277, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.09959023853298277, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3938927948474884 + ], + "opposite_logprob_tokens": [ + -1.143892765045166 + ], + "logprob_reward": -0.3938927948474884, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3938927948474884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1549939215183258, + 0.12377635389566422, + 0.08364566415548325, + 0.10153096169233322, + 0.05026298761367798, + 0.13134077191352844, + 0.07887604832649231, + 0.1073867678642273, + 0.11441764235496521, + 0.05376891791820526 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.3938927948474884 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041077290661633015 + ], + "opposite_logprob_tokens": [ + -5.50410795211792 + ], + "logprob_reward": -0.0041077290661633015, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041077290661633015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08943618834018707, + 0.24600061774253845, + 0.1202380582690239, + 0.05009263753890991, + 0.0667715072631836, + 0.08596789091825485, + 0.03665478900074959, + 0.06428676098585129, + 0.16310091316699982, + 0.07745064049959183 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.0041077290661633015 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019442004850134254 + ], + "opposite_logprob_tokens": [ + -6.251944065093994 + ], + "logprob_reward": -0.0019442004850134254, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019442004850134254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11205814778804779, + 0.22106695175170898, + 0.09700008481740952, + 0.07205364853143692, + 0.06047068163752556, + 0.04674340412020683, + 0.04622703418135643, + 0.10344094783067703, + 0.16803337633609772, + 0.07290570437908173 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0019442004850134254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054957568645477295 + ], + "opposite_logprob_tokens": [ + -2.929957628250122 + ], + "logprob_reward": -0.054957568645477295, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054957568645477295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05987925827503204, + 0.32175368070602417, + 0.12720510363578796, + 0.03501187264919281, + 0.04765785112977028, + 0.037009552121162415, + 0.028424926102161407, + 0.02898545376956463, + 0.28419747948646545, + 0.029874825850129128 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.054957568645477295 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304889962077141 + ], + "opposite_logprob_tokens": [ + -3.168048858642578 + ], + "logprob_reward": -0.04304889962077141, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304889962077141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10095926374197006, + 0.086751788854599, + 0.051772382110357285, + 0.2430438995361328, + 0.049187228083610535, + 0.09719344228506088, + 0.04146118462085724, + 0.0853513851761818, + 0.22251078486442566, + 0.021768638864159584 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.04304889962077141 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic overhead shot, the camera slowly tilting upward, begins at the glass and steel spire of a modern skyscraper. Against a gloomy, stormy sky, a massive, geometrically shaped alien mothership silently and majestically tears through the thick, rolling gray storm clouds. The vessel's sleek, dark metal hull gleams with an unearthly, iridescent sheen in the dim skylight. Its surface is covered in intricate, self-luminous blue patterns, like a giant circuit board, its structure seemingly undergoing minute, silent reconfigurations as it moves. With a slow, inexorable momentum, it majestically sweeps past the skyscraper's spire, its massive shadow instantly engulfing the cityscape below. As the vessel's energy field distorts the air as it passes, creating subtle ripples in the reflections on the spire's mirrored glass facade. The scene is imbued with an epic scale and a breathtaking, awe-inspiring stillness, creating the feeling of a grand and tense science fiction film.", + "seed": 28763, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_1/index_1588_seed_28763_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.25835319543257357, + "vlm_logprob": -0.25835319543257357, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.25835319543257357, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7614558935165405 + ], + "opposite_logprob_tokens": [ + -0.6364558935165405 + ], + "logprob_reward": -0.7614558935165405, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7614558935165405, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12068656831979752, + 0.08654565364122391, + 0.12543058395385742, + 0.08414124697446823, + 0.07550843060016632, + 0.1334024965763092, + 0.07362625002861023, + 0.16205084323883057, + 0.08309835195541382, + 0.05550956726074219 + ], + "top_frames": [ + 7, + 5, + 2 + ], + "selected_reward": -0.7614558935165405 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009802065789699554 + ], + "opposite_logprob_tokens": [ + -4.634801864624023 + ], + "logprob_reward": -0.009802065789699554, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009802065789699554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20106074213981628, + 0.07110991328954697, + 0.12809264659881592, + 0.03646508976817131, + 0.03445044159889221, + 0.045419953763484955, + 0.16018885374069214, + 0.22565850615501404, + 0.055769916623830795, + 0.04178396239876747 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.009802065789699554 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249301316216588 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.00249301316216588, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249301316216588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22945649921894073, + 0.05904582142829895, + 0.08134932070970535, + 0.04315854609012604, + 0.06483753025531769, + 0.03657960891723633, + 0.08320855349302292, + 0.2520046830177307, + 0.08939609676599503, + 0.06096338853240013 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.00249301316216588 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289712905883789 + ], + "opposite_logprob_tokens": [ + -1.053971290588379 + ], + "logprob_reward": -0.4289712905883789, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289712905883789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5835816860198975, + 0.06446962803602219, + 0.07625865936279297, + 0.033353157341480255, + 0.024141672998666763, + 0.0427972786128521, + 0.04758675768971443, + 0.04607691988348961, + 0.04016842693090439, + 0.041565902531147 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.4289712905883789 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904371410608292 + ], + "opposite_logprob_tokens": [ + -2.464043617248535 + ], + "logprob_reward": -0.08904371410608292, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904371410608292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2882923185825348, + 0.1447649896144867, + 0.14707691967487335, + 0.03023575432598591, + 0.03485860303044319, + 0.06285828351974487, + 0.0656033381819725, + 0.09003622829914093, + 0.04638003930449486, + 0.08989349007606506 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.08904371410608292 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic overhead shot, the camera slowly tilting upward, begins at the glass and steel spire of a modern skyscraper. Against a gloomy, stormy sky, a massive, geometrically shaped alien mothership silently and majestically tears through the thick, rolling gray storm clouds. The vessel's sleek, dark metal hull gleams with an unearthly, iridescent sheen in the dim skylight. Its surface is covered in intricate, self-luminous blue patterns, like a giant circuit board, its structure seemingly undergoing minute, silent reconfigurations as it moves. With a slow, inexorable momentum, it majestically sweeps past the skyscraper's spire, its massive shadow instantly engulfing the cityscape below. As the vessel's energy field distorts the air as it passes, creating subtle ripples in the reflections on the spire's mirrored glass facade. The scene is imbued with an epic scale and a breathtaking, awe-inspiring stillness, creating the feeling of a grand and tense science fiction film.", + "seed": 28764, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_1/index_1588_seed_28764_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03456315388903022, + "vlm_logprob": -0.03456315388903022, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.03456315388903022, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055277854204177856 + ], + "opposite_logprob_tokens": [ + -3.0552778244018555 + ], + "logprob_reward": -0.055277854204177856, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.055277854204177856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11315352469682693, + 0.07877156138420105, + 0.09485124051570892, + 0.05617315322160721, + 0.33928054571151733, + 0.0543888583779335, + 0.06465718895196915, + 0.07515889406204224, + 0.07131628692150116, + 0.05224866420030594 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.055277854204177856 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609569974243641 + ], + "opposite_logprob_tokens": [ + -4.1410956382751465 + ], + "logprob_reward": -0.01609569974243641, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609569974243641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11603584885597229, + 0.1060570627450943, + 0.07437953352928162, + 0.05613952875137329, + 0.2525569796562195, + 0.18809939920902252, + 0.08602999150753021, + 0.03246188908815384, + 0.032634325325489044, + 0.05560549721121788 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.01609569974243641 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004103930201381445 + ], + "opposite_logprob_tokens": [ + -5.504104137420654 + ], + "logprob_reward": -0.004103930201381445, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004103930201381445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19446799159049988, + 0.08997461199760437, + 0.07160310447216034, + 0.07504302263259888, + 0.1585635542869568, + 0.0772247165441513, + 0.08234550803899765, + 0.11415566504001617, + 0.06097503378987312, + 0.07564671337604523 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.004103930201381445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867476224899292 + ], + "opposite_logprob_tokens": [ + -3.0486748218536377 + ], + "logprob_reward": -0.04867476224899292, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867476224899292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2406155914068222, + 0.18903636932373047, + 0.06283921748399734, + 0.068626768887043, + 0.23498687148094177, + 0.04743039608001709, + 0.04057547450065613, + 0.024804919958114624, + 0.021913016214966774, + 0.06917135417461395 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.04867476224899292 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866352304816246 + ], + "opposite_logprob_tokens": [ + -3.04866361618042 + ], + "logprob_reward": -0.04866352304816246, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866352304816246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17744722962379456, + 0.0973454937338829, + 0.05899033695459366, + 0.127871572971344, + 0.2128990739583969, + 0.04249165952205658, + 0.046692363917827606, + 0.03176375478506088, + 0.04455519840121269, + 0.15994329750537872 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.04866352304816246 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic overhead shot, the camera slowly tilting upward, begins at the glass and steel spire of a modern skyscraper. Against a gloomy, stormy sky, a massive, geometrically shaped alien mothership silently and majestically tears through the thick, rolling gray storm clouds. The vessel's sleek, dark metal hull gleams with an unearthly, iridescent sheen in the dim skylight. Its surface is covered in intricate, self-luminous blue patterns, like a giant circuit board, its structure seemingly undergoing minute, silent reconfigurations as it moves. With a slow, inexorable momentum, it majestically sweeps past the skyscraper's spire, its massive shadow instantly engulfing the cityscape below. As the vessel's energy field distorts the air as it passes, creating subtle ripples in the reflections on the spire's mirrored glass facade. The scene is imbued with an epic scale and a breathtaking, awe-inspiring stillness, creating the feeling of a grand and tense science fiction film.", + "seed": 28765, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_1/index_1588_seed_28765_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14345581959933043, + "vlm_logprob": -0.14345581959933043, + "vlm_yes_no_margin": 3.100000023841858, + "vlm_token_credit": -0.14345581959933043, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.48461079597473145 + ], + "opposite_logprob_tokens": [ + -0.9846107959747314 + ], + "logprob_reward": -0.48461079597473145, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.48461079597473145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10264281183481216, + 0.06846468150615692, + 0.08420339971780777, + 0.12207960337400436, + 0.3461172878742218, + 0.08241120725870132, + 0.038130614906549454, + 0.0435936413705349, + 0.07298970967531204, + 0.03936701640486717 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.48461079597473145 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007651426829397678 + ], + "opposite_logprob_tokens": [ + -4.882651329040527 + ], + "logprob_reward": -0.007651426829397678, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007651426829397678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17349928617477417, + 0.0567137785255909, + 0.08236543834209442, + 0.09503719955682755, + 0.08714008331298828, + 0.14616519212722778, + 0.11372280865907669, + 0.03317298740148544, + 0.15980949997901917, + 0.05237370356917381 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.007651426829397678 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032007675617933273 + ], + "opposite_logprob_tokens": [ + -5.753200531005859 + ], + "logprob_reward": -0.0032007675617933273, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032007675617933273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07280570268630981, + 0.035973213613033295, + 0.027320843189954758, + 0.06696181744337082, + 0.07688158750534058, + 0.3175147473812103, + 0.05526059865951538, + 0.056432370096445084, + 0.14565664529800415, + 0.14519251883029938 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.0032007675617933273 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428321748971939 + ], + "opposite_logprob_tokens": [ + -2.0178322792053223 + ], + "logprob_reward": -0.1428321748971939, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1428321748971939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18479613959789276, + 0.11043871939182281, + 0.05131226032972336, + 0.09419099241495132, + 0.13763855397701263, + 0.1908683478832245, + 0.043414484709501266, + 0.03293626755475998, + 0.11243150383234024, + 0.04197271913290024 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.1428321748971939 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, geometrically shaped alien mothership visible tearing through thick, rolling gray storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mothership have a sleek, dark metal hull with self-luminous blue patterns resembling a circuit board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mothership sweep past a glass and steel spire of a modern skyscraper, casting a massive shadow over the city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the passing vessel create an energy field that distorts the air and causes ripples in the reflections on the spire's mirrored glass facade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898393273353577 + ], + "opposite_logprob_tokens": [ + -2.578984022140503 + ], + "logprob_reward": -0.07898393273353577, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898393273353577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07894566655158997, + 0.0262739434838295, + 0.02853068709373474, + 0.05412263423204422, + 0.213106170296669, + 0.2937752306461334, + 0.04365096986293793, + 0.03091030940413475, + 0.11529790610074997, + 0.1153864860534668 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.07898393273353577 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_10/index_tensor([696, 696])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_10/index_tensor([696, 696])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..74d8d625f7c0f567f374309ee269bb8faa886d33 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_10/index_tensor([696, 696])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme close-up, the camera seems fixed to the round headlight of a Porsche 911 rally car, shaking and vibrating violently as the car lurches across the track. The round glass lampshade is splattered with pixelated brown mud, while the car's vibrant red paint appears incredibly saturated under the bright, even, and nearly shadowless arcade lighting. Each violent jolt causes the entire image to momentarily lose focus before snapping back into focus, the camera following the dirt track composed of large, clearly visible square pixels, a blend of dark brown, ochre, and earthy yellow, forming a bumpy path. The entire world is rendered in a vibrant arcade art style, with color saturation pushed to extremes. The scenery on both sides of the track is stretched into horizontal, vibrant stripes of color at high speed, and all objects have a subtle, hard, pixelated outline around their edges, creating an atmosphere of high-speed, intense, and retro gaming excitement.", + "seed": 3367, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_10/index_696_seed_3367_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3158047657459974, + "vlm_logprob": -0.3158047657459974, + "vlm_yes_no_margin": 2.774999976158142, + "vlm_token_credit": -0.3158047657459974, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02280357852578163 + ], + "opposite_logprob_tokens": [ + -4.022803783416748 + ], + "logprob_reward": -0.02280357852578163, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02280357852578163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2457372099161148, + 0.28683236241340637, + 0.03455350920557976, + 0.13569268584251404, + 0.07243753224611282, + 0.0913550928235054, + 0.04764750972390175, + 0.030594518408179283, + 0.031631600111722946, + 0.023518022149801254 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.02280357852578163 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707315385341644 + ], + "opposite_logprob_tokens": [ + -2.127073049545288 + ], + "logprob_reward": -0.12707315385341644, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12707315385341644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23367905616760254, + 0.13726305961608887, + 0.10780498385429382, + 0.12061307579278946, + 0.13348044455051422, + 0.04575782269239426, + 0.08869367837905884, + 0.08285605907440186, + 0.0297683198004961, + 0.020083559677004814 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.12707315385341644 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640876971185207 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640876971185207, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640876971185207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16275402903556824, + 0.35568422079086304, + 0.124699667096138, + 0.07763265818357468, + 0.06378025561571121, + 0.0555228665471077, + 0.07004614174365997, + 0.02114429511129856, + 0.05481430143117905, + 0.013921592384576797 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.008640876971185207 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.406302809715271 + ], + "opposite_logprob_tokens": [ + -0.281302809715271 + ], + "logprob_reward": -1.406302809715271, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.406302809715271, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08625953644514084, + 0.2685752213001251, + 0.13160884380340576, + 0.2183283418416977, + 0.09658301621675491, + 0.057359468191862106, + 0.06017885357141495, + 0.017301814630627632, + 0.03777548670768738, + 0.026029523462057114 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -1.406302809715271 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203409664332867 + ], + "opposite_logprob_tokens": [ + -4.2642035484313965 + ], + "logprob_reward": -0.014203409664332867, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203409664332867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17187175154685974, + 0.11698751896619797, + 0.15512946248054504, + 0.1595119684934616, + 0.10780416429042816, + 0.03598971664905548, + 0.15517979860305786, + 0.03412502259016037, + 0.03738779574632645, + 0.026012832298874855 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.014203409664332867 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera seems fixed to the round headlight of a Porsche 911 rally car, shaking and vibrating violently as the car lurches across the track. The round glass lampshade is splattered with pixelated brown mud, while the car's vibrant red paint appears incredibly saturated under the bright, even, and nearly shadowless arcade lighting. Each violent jolt causes the entire image to momentarily lose focus before snapping back into focus, the camera following the dirt track composed of large, clearly visible square pixels, a blend of dark brown, ochre, and earthy yellow, forming a bumpy path. The entire world is rendered in a vibrant arcade art style, with color saturation pushed to extremes. The scenery on both sides of the track is stretched into horizontal, vibrant stripes of color at high speed, and all objects have a subtle, hard, pixelated outline around their edges, creating an atmosphere of high-speed, intense, and retro gaming excitement.", + "seed": 3368, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_10/index_696_seed_3368_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.29258389975875615, + "vlm_logprob": -0.29258389975875615, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.29258389975875615, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03571149334311485 + ], + "opposite_logprob_tokens": [ + -3.7857115268707275 + ], + "logprob_reward": -0.03571149334311485, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.03571149334311485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3928653597831726, + 0.11286899447441101, + 0.057138592004776, + 0.05412131920456886, + 0.042546745389699936, + 0.07366634905338287, + 0.11189290136098862, + 0.06653670221567154, + 0.04903097450733185, + 0.03933212533593178 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.03571149334311485 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906672894954681 + ], + "opposite_logprob_tokens": [ + -2.464066743850708 + ], + "logprob_reward": -0.08906672894954681, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906672894954681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3284740746021271, + 0.12266959995031357, + 0.1433452069759369, + 0.05431073158979416, + 0.04417405277490616, + 0.07183099538087845, + 0.08874744921922684, + 0.06169189512729645, + 0.03577283024787903, + 0.04898320883512497 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.08906672894954681 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641703985631466 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.008641703985631466, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641703985631466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45367851853370667, + 0.08026067912578583, + 0.07480310648679733, + 0.05290801823139191, + 0.03268057480454445, + 0.03429236263036728, + 0.13297732174396515, + 0.09664339572191238, + 0.016860654577612877, + 0.024895381182432175 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.008641703985631466 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.313420295715332 + ], + "opposite_logprob_tokens": [ + -0.31342023611068726 + ], + "logprob_reward": -1.313420295715332, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.313420295715332, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2704419195652008, + 0.10449296236038208, + 0.11581576615571976, + 0.10537325590848923, + 0.1053861752152443, + 0.07272138446569443, + 0.08744273334741592, + 0.086717888712883, + 0.02502022683620453, + 0.02658771350979805 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -1.313420295715332 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607927680015564 + ], + "opposite_logprob_tokens": [ + -4.141079425811768 + ], + "logprob_reward": -0.01607927680015564, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607927680015564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22947275638580322, + 0.11488383263349533, + 0.13597136735916138, + 0.056414246559143066, + 0.044892262667417526, + 0.05499733239412308, + 0.19417233765125275, + 0.11660449206829071, + 0.024461649358272552, + 0.028129730373620987 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.01607927680015564 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera seems fixed to the round headlight of a Porsche 911 rally car, shaking and vibrating violently as the car lurches across the track. The round glass lampshade is splattered with pixelated brown mud, while the car's vibrant red paint appears incredibly saturated under the bright, even, and nearly shadowless arcade lighting. Each violent jolt causes the entire image to momentarily lose focus before snapping back into focus, the camera following the dirt track composed of large, clearly visible square pixels, a blend of dark brown, ochre, and earthy yellow, forming a bumpy path. The entire world is rendered in a vibrant arcade art style, with color saturation pushed to extremes. The scenery on both sides of the track is stretched into horizontal, vibrant stripes of color at high speed, and all objects have a subtle, hard, pixelated outline around their edges, creating an atmosphere of high-speed, intense, and retro gaming excitement.", + "seed": 3369, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_10/index_696_seed_3369_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05130845475941896, + "vlm_logprob": -0.05130845475941896, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.05130845475941896, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.056600555777549744 + ], + "opposite_logprob_tokens": [ + -2.931600570678711 + ], + "logprob_reward": -0.056600555777549744, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.056600555777549744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14311277866363525, + 0.08287601172924042, + 0.11418754607439041, + 0.020214498043060303, + 0.07458959519863129, + 0.04528764262795448, + 0.16464100778102875, + 0.2652776837348938, + 0.02234119176864624, + 0.06747201830148697 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.056600555777549744 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038668155670166 + ], + "opposite_logprob_tokens": [ + -1.9103866815567017 + ], + "logprob_reward": -0.16038668155670166, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038668155670166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20760713517665863, + 0.05055752769112587, + 0.19574251770973206, + 0.20287767052650452, + 0.0956730917096138, + 0.03856394439935684, + 0.05354020744562149, + 0.029252363368868828, + 0.050158847123384476, + 0.07602668553590775 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.16038668155670166 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636504411697388 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636504411697388, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636504411697388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14672870934009552, + 0.05993682146072388, + 0.26281416416168213, + 0.05702615901827812, + 0.1264866590499878, + 0.03305869176983833, + 0.11891534179449081, + 0.07935912162065506, + 0.031617164611816406, + 0.08405715227127075 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.008636504411697388 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289937525987625 + ], + "opposite_logprob_tokens": [ + -3.773289918899536 + ], + "logprob_reward": -0.023289937525987625, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289937525987625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08648232370615005, + 0.03548010066151619, + 0.4455360472202301, + 0.05718953162431717, + 0.0349704809486866, + 0.07337193936109543, + 0.05448927357792854, + 0.06260539591312408, + 0.03841905668377876, + 0.11145584285259247 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.023289937525987625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628594525158405 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628594525158405, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628594525158405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1659713089466095, + 0.04220703989267349, + 0.21852919459342957, + 0.13246123492717743, + 0.04022437334060669, + 0.05142379179596901, + 0.18126073479652405, + 0.027278264984488487, + 0.029862090945243835, + 0.11078193783760071 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.007628594525158405 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera seems fixed to the round headlight of a Porsche 911 rally car, shaking and vibrating violently as the car lurches across the track. The round glass lampshade is splattered with pixelated brown mud, while the car's vibrant red paint appears incredibly saturated under the bright, even, and nearly shadowless arcade lighting. Each violent jolt causes the entire image to momentarily lose focus before snapping back into focus, the camera following the dirt track composed of large, clearly visible square pixels, a blend of dark brown, ochre, and earthy yellow, forming a bumpy path. The entire world is rendered in a vibrant arcade art style, with color saturation pushed to extremes. The scenery on both sides of the track is stretched into horizontal, vibrant stripes of color at high speed, and all objects have a subtle, hard, pixelated outline around their edges, creating an atmosphere of high-speed, intense, and retro gaming excitement.", + "seed": 3370, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_10/index_696_seed_3370_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07155551626347005, + "vlm_logprob": -0.07155551626347005, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.07155551626347005, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01261057611554861 + ], + "opposite_logprob_tokens": [ + -4.63761043548584 + ], + "logprob_reward": -0.01261057611554861, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01261057611554861, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12033523619174957, + 0.10434018075466156, + 0.16572333872318268, + 0.050996165722608566, + 0.045872390270233154, + 0.10407214611768723, + 0.10878736525774002, + 0.07308599352836609, + 0.11487084627151489, + 0.11191626638174057 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.01261057611554861 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497923120856285 + ], + "opposite_logprob_tokens": [ + -2.9299793243408203 + ], + "logprob_reward": -0.05497923120856285, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497923120856285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18784043192863464, + 0.18744391202926636, + 0.10565897822380066, + 0.10309113562107086, + 0.04653466120362282, + 0.0529802106320858, + 0.058956943452358246, + 0.0728902816772461, + 0.12466467171907425, + 0.05993874743580818 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.05497923120856285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255692172795534 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.005255692172795534, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255692172795534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2844460904598236, + 0.09090158343315125, + 0.10739531368017197, + 0.10212437063455582, + 0.026835888624191284, + 0.0632779598236084, + 0.0378691591322422, + 0.041728224605321884, + 0.11533566564321518, + 0.1300857812166214 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.005255692172795534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813144326210022 + ], + "opposite_logprob_tokens": [ + -1.4063143730163574 + ], + "logprob_reward": -0.2813144326210022, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813144326210022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21046464145183563, + 0.14261074364185333, + 0.1521100550889969, + 0.05774672329425812, + 0.023878110572695732, + 0.044131066650152206, + 0.04375918582081795, + 0.04276411235332489, + 0.22168852388858795, + 0.06084681302309036 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.2813144326210022 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the round headlight of a Porsche 911 rally car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the round glass lampshade splattered with pixelated brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's paint vibrant red and saturated under bright, nearly shadowless lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the image exhibit violent shaking, focus loss, and horizontal striped motion blur consistent with high-speed movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in a vibrant arcade art style with hard pixelated outlines and a pixelated dirt track?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036176491994410753 + ], + "opposite_logprob_tokens": [ + -5.628617763519287 + ], + "logprob_reward": -0.0036176491994410753, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036176491994410753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16810709238052368, + 0.11741400510072708, + 0.05075127258896828, + 0.05980483442544937, + 0.03558725863695145, + 0.054420728236436844, + 0.0643429085612297, + 0.05701097100973129, + 0.12617792189121246, + 0.26638299226760864 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0036176491994410753 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_11/index_tensor([9375, 9375])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_11/index_tensor([9375, 9375])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c13c26a8904fb3b966527a7374f504b5b9f370aa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_11/index_tensor([9375, 9375])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, lingering close-up captures the portrait of strategist Zhou Yu, rendered entirely in the traditional and iconic ink painting style. Thick, decisive calligraphic brushstrokes saturated with deep black ink define the sharp edges and overlapping plates of his ornate battle armor, while lighter gray tones suggest its metallic sheen. His sharp, angular features are twisted into a grimace of deep, anguished frustration; his forehead is furrowed, his lips pressed into a thin, bloodless line, and the muscles in his jaw are visibly clenched in suppressed anger. His background, a rough, textured backdrop resembling rice paper, is painted with faint, abstract ink splashes, evoking a sense of inner turmoil. The lighting is high-contrast and dramatic, with the pure white of the unpainted paper creating harsh highlights on one side of his face and the sharp lines of his nose, while the other side is plunged into deep ink shadows. The camera remains completely still, holding this long, lingering shot, forcing the viewer to confront the raw, silent pain etched on the face, creating an intense and powerful psychological atmosphere filled with a deep sense of frustration.", + "seed": 29285, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_11/index_9375_seed_29285_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11476275213062763, + "vlm_logprob": -0.11476275213062763, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.11476275213062763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4805337190628052 + ], + "opposite_logprob_tokens": [ + -0.9805337190628052 + ], + "logprob_reward": -0.4805337190628052, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4805337190628052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2394777536392212, + 0.052633509039878845, + 0.04575216770172119, + 0.04870370775461197, + 0.28977930545806885, + 0.026312263682484627, + 0.051548030227422714, + 0.031867414712905884, + 0.11249597370624542, + 0.10142984986305237 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.4805337190628052 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371873125433922 + ], + "opposite_logprob_tokens": [ + -3.4087188243865967 + ], + "logprob_reward": -0.03371873125433922, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371873125433922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22691480815410614, + 0.17358338832855225, + 0.07358354330062866, + 0.06527607887983322, + 0.15394644439220428, + 0.057035136967897415, + 0.04917387291789055, + 0.10642275214195251, + 0.05775364488363266, + 0.036310356110334396 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.03371873125433922 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304855689406395 + ], + "opposite_logprob_tokens": [ + -3.168048620223999 + ], + "logprob_reward": -0.04304855689406395, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304855689406395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20335637032985687, + 0.13861413300037384, + 0.10216692090034485, + 0.11129600554704666, + 0.262085884809494, + 0.10247843712568283, + 0.011951595544815063, + 0.020546967163681984, + 0.028883280232548714, + 0.018620384857058525 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.04304855689406395 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777629747986794 + ], + "opposite_logprob_tokens": [ + -4.634777545928955 + ], + "logprob_reward": -0.009777629747986794, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777629747986794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19897401332855225, + 0.10471328347921371, + 0.07299676537513733, + 0.09037508070468903, + 0.055336691439151764, + 0.1406509429216385, + 0.08032754808664322, + 0.16974212229251862, + 0.061124153435230255, + 0.02575945109128952 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.009777629747986794 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735123693943024 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.006735123693943024, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735123693943024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043732088059186935, + 0.05078838765621185, + 0.07710863649845123, + 0.36731383204460144, + 0.32426783442497253, + 0.00955706275999546, + 0.016539856791496277, + 0.011894687078893185, + 0.03836948797106743, + 0.06042821332812309 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.006735123693943024 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, lingering close-up captures the portrait of strategist Zhou Yu, rendered entirely in the traditional and iconic ink painting style. Thick, decisive calligraphic brushstrokes saturated with deep black ink define the sharp edges and overlapping plates of his ornate battle armor, while lighter gray tones suggest its metallic sheen. His sharp, angular features are twisted into a grimace of deep, anguished frustration; his forehead is furrowed, his lips pressed into a thin, bloodless line, and the muscles in his jaw are visibly clenched in suppressed anger. His background, a rough, textured backdrop resembling rice paper, is painted with faint, abstract ink splashes, evoking a sense of inner turmoil. The lighting is high-contrast and dramatic, with the pure white of the unpainted paper creating harsh highlights on one side of his face and the sharp lines of his nose, while the other side is plunged into deep ink shadows. The camera remains completely still, holding this long, lingering shot, forcing the viewer to confront the raw, silent pain etched on the face, creating an intense and powerful psychological atmosphere filled with a deep sense of frustration.", + "seed": 29286, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_11/index_9375_seed_29286_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.202813075017184, + "vlm_logprob": -0.202813075017184, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.202813075017184, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.636938750743866 + ], + "opposite_logprob_tokens": [ + -0.761938750743866 + ], + "logprob_reward": -0.636938750743866, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.636938750743866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1162094920873642, + 0.08864887058734894, + 0.02795497141778469, + 0.062472108751535416, + 0.10315628349781036, + 0.17047791182994843, + 0.3268336057662964, + 0.028060615062713623, + 0.045929208397865295, + 0.030256936326622963 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.636938750743866 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28129759430885315 + ], + "opposite_logprob_tokens": [ + -1.4062975645065308 + ], + "logprob_reward": -0.28129759430885315, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28129759430885315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25048160552978516, + 0.20346699655056, + 0.07020372897386551, + 0.09678447991609573, + 0.06780865043401718, + 0.045607246458530426, + 0.16010895371437073, + 0.03046121448278427, + 0.017524775117635727, + 0.05755237862467766 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.28129759430885315 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630960550159216 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.007630960550159216, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630960550159216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1127370074391365, + 0.17499516904354095, + 0.16035331785678864, + 0.03744722530245781, + 0.16672936081886292, + 0.1167825236916542, + 0.11563099175691605, + 0.039051253348588943, + 0.026678282767534256, + 0.04959487169981003 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.007630960550159216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818414404988289 + ], + "opposite_logprob_tokens": [ + -4.018184185028076 + ], + "logprob_reward": -0.01818414404988289, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818414404988289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26400771737098694, + 0.08777805417776108, + 0.043532904237508774, + 0.09154172241687775, + 0.0632176473736763, + 0.17868752777576447, + 0.15395291149616241, + 0.030739184468984604, + 0.021626679226756096, + 0.06491559743881226 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.01818414404988289 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001392543315887 + ], + "opposite_logprob_tokens": [ + -2.695013999938965 + ], + "logprob_reward": -0.07001392543315887, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001392543315887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07844097912311554, + 0.3498089909553528, + 0.06513383239507675, + 0.024080947041511536, + 0.3369341790676117, + 0.05502582713961601, + 0.046808887273073196, + 0.008962121792137623, + 0.013608879409730434, + 0.02119525708258152 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.07001392543315887 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, lingering close-up captures the portrait of strategist Zhou Yu, rendered entirely in the traditional and iconic ink painting style. Thick, decisive calligraphic brushstrokes saturated with deep black ink define the sharp edges and overlapping plates of his ornate battle armor, while lighter gray tones suggest its metallic sheen. His sharp, angular features are twisted into a grimace of deep, anguished frustration; his forehead is furrowed, his lips pressed into a thin, bloodless line, and the muscles in his jaw are visibly clenched in suppressed anger. His background, a rough, textured backdrop resembling rice paper, is painted with faint, abstract ink splashes, evoking a sense of inner turmoil. The lighting is high-contrast and dramatic, with the pure white of the unpainted paper creating harsh highlights on one side of his face and the sharp lines of his nose, while the other side is plunged into deep ink shadows. The camera remains completely still, holding this long, lingering shot, forcing the viewer to confront the raw, silent pain etched on the face, creating an intense and powerful psychological atmosphere filled with a deep sense of frustration.", + "seed": 29287, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_11/index_9375_seed_29287_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08608272904530168, + "vlm_logprob": -0.08608272904530168, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.08608272904530168, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3163389265537262 + ], + "opposite_logprob_tokens": [ + -1.3163388967514038 + ], + "logprob_reward": -0.3163389265537262, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3163389265537262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20969749987125397, + 0.23894822597503662, + 0.13736215233802795, + 0.08732061833143234, + 0.07068631052970886, + 0.03174414858222008, + 0.04046018421649933, + 0.029842397198081017, + 0.10007920861244202, + 0.05385928973555565 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.3163389265537262 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864807799458504 + ], + "opposite_logprob_tokens": [ + -3.0486481189727783 + ], + "logprob_reward": -0.04864807799458504, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864807799458504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18299385905265808, + 0.22914664447307587, + 0.13819657266139984, + 0.06778206676244736, + 0.11244884878396988, + 0.046229563653469086, + 0.040880799293518066, + 0.06648141890764236, + 0.07860220223665237, + 0.03723805770277977 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.04864807799458504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493150278925896 + ], + "opposite_logprob_tokens": [ + -2.929931402206421 + ], + "logprob_reward": -0.05493150278925896, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493150278925896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30169397592544556, + 0.10686919093132019, + 0.0827128067612648, + 0.07193741947412491, + 0.15313704311847687, + 0.1001255139708519, + 0.03489132225513458, + 0.07517410814762115, + 0.02972671203315258, + 0.04373190551996231 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.05493150278925896 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005245612468570471 + ], + "opposite_logprob_tokens": [ + -5.255245685577393 + ], + "logprob_reward": -0.005245612468570471, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005245612468570471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06615932285785675, + 0.11515608429908752, + 0.08078844845294952, + 0.09934747964143753, + 0.11305101960897446, + 0.1070096343755722, + 0.054791223257780075, + 0.12961778044700623, + 0.07469086349010468, + 0.15938813984394073 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.005245612468570471 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249525420367718 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249525420367718, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249525420367718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17626751959323883, + 0.12245865166187286, + 0.08555284887552261, + 0.15569183230400085, + 0.08939248323440552, + 0.04996953159570694, + 0.059469304978847504, + 0.05541594326496124, + 0.09674397855997086, + 0.1090378686785698 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.005249525420367718 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, lingering close-up captures the portrait of strategist Zhou Yu, rendered entirely in the traditional and iconic ink painting style. Thick, decisive calligraphic brushstrokes saturated with deep black ink define the sharp edges and overlapping plates of his ornate battle armor, while lighter gray tones suggest its metallic sheen. His sharp, angular features are twisted into a grimace of deep, anguished frustration; his forehead is furrowed, his lips pressed into a thin, bloodless line, and the muscles in his jaw are visibly clenched in suppressed anger. His background, a rough, textured backdrop resembling rice paper, is painted with faint, abstract ink splashes, evoking a sense of inner turmoil. The lighting is high-contrast and dramatic, with the pure white of the unpainted paper creating harsh highlights on one side of his face and the sharp lines of his nose, while the other side is plunged into deep ink shadows. The camera remains completely still, holding this long, lingering shot, forcing the viewer to confront the raw, silent pain etched on the face, creating an intense and powerful psychological atmosphere filled with a deep sense of frustration.", + "seed": 29288, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_11/index_9375_seed_29288_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11763992607593536, + "vlm_logprob": -0.11763992607593536, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.11763992607593536, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5276215672492981 + ], + "opposite_logprob_tokens": [ + -0.9026215672492981 + ], + "logprob_reward": -0.5276215672492981, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5276215672492981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33883917331695557, + 0.07299528270959854, + 0.03735833615064621, + 0.08968889713287354, + 0.07260380685329437, + 0.08346184343099594, + 0.1088673323392868, + 0.05375000461935997, + 0.08976709097623825, + 0.052668213844299316 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.5276215672492981 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371020406484604 + ], + "opposite_logprob_tokens": [ + -3.408710241317749 + ], + "logprob_reward": -0.03371020406484604, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371020406484604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13159231841564178, + 0.21885664761066437, + 0.07498914003372192, + 0.1419324427843094, + 0.19373267889022827, + 0.08868619799613953, + 0.03439765051007271, + 0.05118473246693611, + 0.03653373569250107, + 0.028094474226236343 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.03371020406484604 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097044467926025 + ], + "opposite_logprob_tokens": [ + -5.504096984863281 + ], + "logprob_reward": -0.004097044467926025, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097044467926025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29460957646369934, + 0.1332000195980072, + 0.137579545378685, + 0.07377586513757706, + 0.05168720707297325, + 0.06557603925466537, + 0.0883772075176239, + 0.047965846955776215, + 0.06663762032985687, + 0.04059106111526489 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.004097044467926025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020571796223521233 + ], + "opposite_logprob_tokens": [ + -3.895571708679199 + ], + "logprob_reward": -0.020571796223521233, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020571796223521233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11965758353471756, + 0.1963208168745041, + 0.0936569944024086, + 0.09683140367269516, + 0.11678195744752884, + 0.15495795011520386, + 0.057968590408563614, + 0.07326913625001907, + 0.027985578402876854, + 0.06256993114948273 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.020571796223521233 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a portrait of a man identified as strategist Zhou Yu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a traditional ink painting style with thick calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character display a grimace of deep frustration with furrowed brows, pressed lips, and clenched jaw muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rough textured surface resembling rice paper with faint abstract ink splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still holding a static close-up shot without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021990183740854263 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.0021990183740854263, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021990183740854263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15924213826656342, + 0.08060494810342789, + 0.04917294904589653, + 0.08666905760765076, + 0.05109881982207298, + 0.12364036589860916, + 0.0976991280913353, + 0.10787036269903183, + 0.19518707692623138, + 0.04881514236330986 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.0021990183740854263 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_12/index_tensor([3638, 3638])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_12/index_tensor([3638, 3638])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0f8ea6ba1726a30faad955c177a1d080b73a1d60 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_12/index_tensor([3638, 3638])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a static, low-angle wide shot, a viscous, unstoppable torrent of incandescent magma slowly but surely intrudes from the right side of the frame, engulfing the dry, cracked, black earth in the foreground. The core of this magma glows a fiery white, while its surface is a dazzling orange-red fluid, covered by a thin, dark red crust that constantly tears and heals as it flows. As the magma front encounters the cold air, its shiny surface rapidly wrinkles and darkens. With a muffled crackling sound, it rapidly cools and solidifies into a vast expanse of rugged, porous black volcanic rock. Despite solidification, a dark red residual glow still pulses within the deep cracks of the newly formed rock, creating a dramatic contrast with the intense glow of the liquid magma advancing behind it. The scene is illuminated solely by the magma itself, casting dancing shadows amidst the steaming heat and thin sulfurous fumes, creating an apocalyptic atmosphere imbued with primal power, both majestic and awe-inspiring.", + "seed": 21357, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_12/index_3638_seed_21357_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08086932487785817, + "vlm_logprob": -0.08086932487785817, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.08086932487785817, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3297232687473297 + ], + "opposite_logprob_tokens": [ + -1.3297232389450073 + ], + "logprob_reward": -0.3297232687473297, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3297232687473297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12470091879367828, + 0.11491532623767853, + 0.3042387068271637, + 0.0316329300403595, + 0.10726818442344666, + 0.02815471589565277, + 0.03315332904458046, + 0.0971071720123291, + 0.055176425725221634, + 0.10365232080221176 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.3297232687473297 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018219729885458946 + ], + "opposite_logprob_tokens": [ + -4.018219947814941 + ], + "logprob_reward": -0.018219729885458946, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018219729885458946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14399483799934387, + 0.06992928683757782, + 0.08896102756261826, + 0.09063101559877396, + 0.08397550135850906, + 0.137934148311615, + 0.12062902748584747, + 0.10412921756505966, + 0.07358253002166748, + 0.08623342216014862 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.018219729885458946 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979510135948658 + ], + "opposite_logprob_tokens": [ + -4.634795188903809 + ], + "logprob_reward": -0.00979510135948658, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979510135948658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1764468103647232, + 0.1256016045808792, + 0.08863009512424469, + 0.06180451065301895, + 0.02928435057401657, + 0.06442737579345703, + 0.10627304762601852, + 0.1490916907787323, + 0.0929536446928978, + 0.10548682510852814 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.00979510135948658 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329576015472412 + ], + "opposite_logprob_tokens": [ + -3.7732958793640137 + ], + "logprob_reward": -0.02329576015472412, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329576015472412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10146425664424896, + 0.07486748695373535, + 0.04575425758957863, + 0.07232512533664703, + 0.11893045902252197, + 0.04689301550388336, + 0.09916406124830246, + 0.30328601598739624, + 0.03758511319756508, + 0.09973020851612091 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.02329576015472412 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331276424229145 + ], + "opposite_logprob_tokens": [ + -3.77331280708313 + ], + "logprob_reward": -0.02331276424229145, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331276424229145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1817914843559265, + 0.04265591502189636, + 0.06917016953229904, + 0.07724136859178543, + 0.09592616558074951, + 0.057128988206386566, + 0.05972724407911301, + 0.24657942354679108, + 0.057543061673641205, + 0.11223609745502472 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.02331276424229145 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, low-angle wide shot, a viscous, unstoppable torrent of incandescent magma slowly but surely intrudes from the right side of the frame, engulfing the dry, cracked, black earth in the foreground. The core of this magma glows a fiery white, while its surface is a dazzling orange-red fluid, covered by a thin, dark red crust that constantly tears and heals as it flows. As the magma front encounters the cold air, its shiny surface rapidly wrinkles and darkens. With a muffled crackling sound, it rapidly cools and solidifies into a vast expanse of rugged, porous black volcanic rock. Despite solidification, a dark red residual glow still pulses within the deep cracks of the newly formed rock, creating a dramatic contrast with the intense glow of the liquid magma advancing behind it. The scene is illuminated solely by the magma itself, casting dancing shadows amidst the steaming heat and thin sulfurous fumes, creating an apocalyptic atmosphere imbued with primal power, both majestic and awe-inspiring.", + "seed": 21358, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_12/index_3638_seed_21358_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09012078493833542, + "vlm_logprob": -0.09012078493833542, + "vlm_yes_no_margin": 3.325000023841858, + "vlm_token_credit": -0.09012078493833542, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2690907418727875 + ], + "opposite_logprob_tokens": [ + -1.5190907716751099 + ], + "logprob_reward": -0.2690907418727875, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2690907418727875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3271104097366333, + 0.07921791821718216, + 0.08573445677757263, + 0.09750214219093323, + 0.049696121364831924, + 0.03611950948834419, + 0.03966458886861801, + 0.0468144454061985, + 0.09818103909492493, + 0.1399594396352768 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.2690907418727875 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023311017081141472 + ], + "opposite_logprob_tokens": [ + -3.773310899734497 + ], + "logprob_reward": -0.023311017081141472, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023311017081141472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29360082745552063, + 0.17885218560695648, + 0.12008912116289139, + 0.045746516436338425, + 0.029750054702162743, + 0.042334288358688354, + 0.03340821713209152, + 0.03811592236161232, + 0.134768545627594, + 0.08333434909582138 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.023311017081141472 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647731505334377 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008647731505334377, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647731505334377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2985558807849884, + 0.09975598007440567, + 0.17838619649410248, + 0.07091934233903885, + 0.03888038545846939, + 0.058837056159973145, + 0.032569900155067444, + 0.024974903091788292, + 0.07396674156188965, + 0.12315366417169571 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.008647731505334377 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067379651591181755 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.0067379651591181755, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067379651591181755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3246747851371765, + 0.044535890221595764, + 0.06987933814525604, + 0.04000358283519745, + 0.018280215561389923, + 0.04851750284433365, + 0.035460300743579865, + 0.05931340903043747, + 0.14499737322330475, + 0.21433760225772858 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0067379651591181755 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428164690732956 + ], + "opposite_logprob_tokens": [ + -2.0178165435791016 + ], + "logprob_reward": -0.1428164690732956, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1428164690732956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20662656426429749, + 0.10084876418113708, + 0.09627733379602432, + 0.0916147530078888, + 0.041492074728012085, + 0.03876572474837303, + 0.07434969395399094, + 0.04649694263935089, + 0.12525592744350433, + 0.17827218770980835 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.1428164690732956 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, low-angle wide shot, a viscous, unstoppable torrent of incandescent magma slowly but surely intrudes from the right side of the frame, engulfing the dry, cracked, black earth in the foreground. The core of this magma glows a fiery white, while its surface is a dazzling orange-red fluid, covered by a thin, dark red crust that constantly tears and heals as it flows. As the magma front encounters the cold air, its shiny surface rapidly wrinkles and darkens. With a muffled crackling sound, it rapidly cools and solidifies into a vast expanse of rugged, porous black volcanic rock. Despite solidification, a dark red residual glow still pulses within the deep cracks of the newly formed rock, creating a dramatic contrast with the intense glow of the liquid magma advancing behind it. The scene is illuminated solely by the magma itself, casting dancing shadows amidst the steaming heat and thin sulfurous fumes, creating an apocalyptic atmosphere imbued with primal power, both majestic and awe-inspiring.", + "seed": 21359, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_12/index_3638_seed_21359_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04676643991842866, + "vlm_logprob": -0.04676643991842866, + "vlm_yes_no_margin": 3.8749999523162844, + "vlm_token_credit": -0.04676643991842866, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1731107234954834 + ], + "opposite_logprob_tokens": [ + -1.9231107234954834 + ], + "logprob_reward": -0.1731107234954834, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1731107234954834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12856467068195343, + 0.07464813441038132, + 0.049869388341903687, + 0.06253840774297714, + 0.2780615985393524, + 0.21037249267101288, + 0.0703362375497818, + 0.03789177164435387, + 0.042149875313043594, + 0.04556741937994957 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.1731107234954834 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026369068771600723 + ], + "opposite_logprob_tokens": [ + -3.651369094848633 + ], + "logprob_reward": -0.026369068771600723, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026369068771600723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12820757925510406, + 0.0712372437119484, + 0.1075986921787262, + 0.08968943357467651, + 0.16245435178279877, + 0.23630155622959137, + 0.08069856464862823, + 0.06626658141613007, + 0.032067470252513885, + 0.025478539988398552 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.026369068771600723 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003618124406784773 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.003618124406784773, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003618124406784773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17632003128528595, + 0.1278504729270935, + 0.056904710829257965, + 0.11473505198955536, + 0.09306864440441132, + 0.13352805376052856, + 0.11082911491394043, + 0.057248517870903015, + 0.06109526753425598, + 0.06842009723186493 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.003618124406784773 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541827745735645 + ], + "opposite_logprob_tokens": [ + -4.387541770935059 + ], + "logprob_reward": -0.012541827745735645, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541827745735645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0951024740934372, + 0.05810537561774254, + 0.09194880723953247, + 0.08285784721374512, + 0.20454762876033783, + 0.08631546050310135, + 0.15370674431324005, + 0.06369341909885406, + 0.07201731950044632, + 0.09170497208833694 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.012541827745735645 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192455172538757 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192455172538757, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018192455172538757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06267953664064407, + 0.02958141453564167, + 0.0720524862408638, + 0.063318632543087, + 0.1920384019613266, + 0.2511357069015503, + 0.1844087839126587, + 0.04354483261704445, + 0.06841625273227692, + 0.03282397985458374 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.018192455172538757 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, low-angle wide shot, a viscous, unstoppable torrent of incandescent magma slowly but surely intrudes from the right side of the frame, engulfing the dry, cracked, black earth in the foreground. The core of this magma glows a fiery white, while its surface is a dazzling orange-red fluid, covered by a thin, dark red crust that constantly tears and heals as it flows. As the magma front encounters the cold air, its shiny surface rapidly wrinkles and darkens. With a muffled crackling sound, it rapidly cools and solidifies into a vast expanse of rugged, porous black volcanic rock. Despite solidification, a dark red residual glow still pulses within the deep cracks of the newly formed rock, creating a dramatic contrast with the intense glow of the liquid magma advancing behind it. The scene is illuminated solely by the magma itself, casting dancing shadows amidst the steaming heat and thin sulfurous fumes, creating an apocalyptic atmosphere imbued with primal power, both majestic and awe-inspiring.", + "seed": 21360, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_12/index_3638_seed_21360_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13640760369598864, + "vlm_logprob": -0.13640760369598864, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.13640760369598864, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5954732298851013 + ], + "opposite_logprob_tokens": [ + -0.8454732298851013 + ], + "logprob_reward": -0.5954732298851013, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5954732298851013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0979066863656044, + 0.21741564571857452, + 0.1044035404920578, + 0.0774974673986435, + 0.09195747971534729, + 0.12522144615650177, + 0.06547898054122925, + 0.0789966806769371, + 0.08248700201511383, + 0.05863507091999054 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.5954732298851013 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331404574215412 + ], + "opposite_logprob_tokens": [ + -3.7733139991760254 + ], + "logprob_reward": -0.02331404574215412, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331404574215412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5238864421844482, + 0.1671600341796875, + 0.03402731195092201, + 0.05457841604948044, + 0.02287328615784645, + 0.030791571363806725, + 0.03226485475897789, + 0.03469092398881912, + 0.06415089964866638, + 0.03557630255818367 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.02331404574215412 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007637348957359791 + ], + "opposite_logprob_tokens": [ + -4.8826375007629395 + ], + "logprob_reward": -0.007637348957359791, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007637348957359791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1808881312608719, + 0.08763118088245392, + 0.16388948261737823, + 0.12031211704015732, + 0.051350727677345276, + 0.06981972604990005, + 0.045133572071790695, + 0.07671720534563065, + 0.11587008833885193, + 0.08838773518800735 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.007637348957359791 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539944611489773 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012539944611489773, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539944611489773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1728847473859787, + 0.2502114474773407, + 0.1397467404603958, + 0.05060721933841705, + 0.039739374071359634, + 0.04595467820763588, + 0.06333822011947632, + 0.08220764249563217, + 0.05949652940034866, + 0.09581343084573746 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012539944611489773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static, low-angle, and wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous torrent of incandescent magma intrude from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the magma core glowing fiery white with a surface of dazzling orange-red fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the magma rapidly cool and solidify into rugged, porous black volcanic rock with a dark red residual glow in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated solely by the magma, casting dancing shadows amidst steaming heat and thin sulfurous fumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307344928383827 + ], + "opposite_logprob_tokens": [ + -3.1680734157562256 + ], + "logprob_reward": -0.04307344928383827, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307344928383827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13622187077999115, + 0.13195906579494476, + 0.25213417410850525, + 0.04602692276239395, + 0.03712267428636551, + 0.08941247314214706, + 0.03586185723543167, + 0.08680552989244461, + 0.11061175167560577, + 0.07384367287158966 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.04307344928383827 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_13/index_tensor([7742, 7742])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_13/index_tensor([7742, 7742])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..81e78cbf4a84db388f037bf656a395514c67910c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_13/index_tensor([7742, 7742])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic, one-shot, long take begins with a slowly ascending overhead angle, then shifts to a steady, circling motion around the subject. In the frame, the Monkey King, clad in an intricately carved suit of golden chain mail, intricately engraved with dragon and auspicious cloud motifs, hovers majestically above a swirling sea of clouds. He wears a phoenix-winged, purple-gold crown, two slender pheasant feathers trembling in the celestial winds. His scarlet cape flutters majestically behind him like a battle banner. His face is defiant, his fiery eyes gleaming with an unyielding radiance. His tightly pursed lips betray supreme majesty and confidence. In his powerful hands, he clutches the legendary Ruyi Jingu Bang. The black iron shaft reflects a deep metallic texture in the light, while the golden hoops at each end reflect a dazzling brilliance. As he slowly and leisurely circles, the camera moves in sync, revealing the boundless, layered clouds beneath his feet and the magnificent celestial palace faintly visible deep within them—its jade-like buildings, soaring eaves, and angled corners looming through the mist, appearing incredibly majestic and distant. Most strikingly, the thousand-foot-long golden rays of light, like divine swords, pierce the thick clouds, forming distinct, Tyndall-effect beams imbued with dust and spiritual particles, illuminating the Monkey King's golden armor with a gleaming brilliance. The interplay of light and shadow imbues the entire scene with an epic atmosphere of sacredness, aloofness, and immense power.", + "seed": 32494, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_13/index_7742_seed_32494_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05138938520103693, + "vlm_logprob": -0.05138938520103693, + "vlm_yes_no_margin": 3.7750000238418577, + "vlm_token_credit": -0.05138938520103693, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013262507505714893 + ], + "opposite_logprob_tokens": [ + -4.3882622718811035 + ], + "logprob_reward": -0.013262507505714893, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013262507505714893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10215569287538528, + 0.08681327849626541, + 0.12346763163805008, + 0.04601435735821724, + 0.04438292980194092, + 0.1061718538403511, + 0.051696933805942535, + 0.1891574263572693, + 0.052721135318279266, + 0.19741879403591156 + ], + "top_frames": [ + 9, + 7, + 2 + ], + "selected_reward": -0.013262507505714893 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005959006026387215 + ], + "opposite_logprob_tokens": [ + -5.1309590339660645 + ], + "logprob_reward": -0.005959006026387215, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005959006026387215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13429377973079681, + 0.09002136439085007, + 0.08158671110868454, + 0.10737418383359909, + 0.014685801230370998, + 0.026292311027646065, + 0.03322654217481613, + 0.35717952251434326, + 0.07470673322677612, + 0.08063308894634247 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.005959006026387215 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14275994896888733 + ], + "opposite_logprob_tokens": [ + -2.0177600383758545 + ], + "logprob_reward": -0.14275994896888733, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14275994896888733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17395642399787903, + 0.0976114273071289, + 0.10058791935443878, + 0.16719219088554382, + 0.04067762941122055, + 0.0919981375336647, + 0.06136639788746834, + 0.09883859008550644, + 0.0773787647485733, + 0.09039252996444702 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.14275994896888733 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947155877947807 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.005947155877947807, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947155877947807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09676873683929443, + 0.057861097157001495, + 0.1014801561832428, + 0.06710360944271088, + 0.04915297031402588, + 0.03900983929634094, + 0.058509450405836105, + 0.3820263743400574, + 0.05552424117922783, + 0.09256357699632645 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.005947155877947807 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890183076262474 + ], + "opposite_logprob_tokens": [ + -2.4640183448791504 + ], + "logprob_reward": -0.0890183076262474, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890183076262474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1195073053240776, + 0.04655546694993973, + 0.25130560994148254, + 0.051037754863500595, + 0.052172526717185974, + 0.03470538556575775, + 0.03028780408203602, + 0.2652711868286133, + 0.040260545909404755, + 0.10889633744955063 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.0890183076262474 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, one-shot, long take begins with a slowly ascending overhead angle, then shifts to a steady, circling motion around the subject. In the frame, the Monkey King, clad in an intricately carved suit of golden chain mail, intricately engraved with dragon and auspicious cloud motifs, hovers majestically above a swirling sea of clouds. He wears a phoenix-winged, purple-gold crown, two slender pheasant feathers trembling in the celestial winds. His scarlet cape flutters majestically behind him like a battle banner. His face is defiant, his fiery eyes gleaming with an unyielding radiance. His tightly pursed lips betray supreme majesty and confidence. In his powerful hands, he clutches the legendary Ruyi Jingu Bang. The black iron shaft reflects a deep metallic texture in the light, while the golden hoops at each end reflect a dazzling brilliance. As he slowly and leisurely circles, the camera moves in sync, revealing the boundless, layered clouds beneath his feet and the magnificent celestial palace faintly visible deep within them—its jade-like buildings, soaring eaves, and angled corners looming through the mist, appearing incredibly majestic and distant. Most strikingly, the thousand-foot-long golden rays of light, like divine swords, pierce the thick clouds, forming distinct, Tyndall-effect beams imbued with dust and spiritual particles, illuminating the Monkey King's golden armor with a gleaming brilliance. The interplay of light and shadow imbues the entire scene with an epic atmosphere of sacredness, aloofness, and immense power.", + "seed": 32495, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_13/index_7742_seed_32495_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08265274418517947, + "vlm_logprob": -0.08265274418517947, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.08265274418517947, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012126060202717781 + ], + "opposite_logprob_tokens": [ + -4.5121259689331055 + ], + "logprob_reward": -0.012126060202717781, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012126060202717781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061536189168691635, + 0.5171573162078857, + 0.06326267868280411, + 0.07929138094186783, + 0.05032843351364136, + 0.05981065705418587, + 0.05528641119599342, + 0.025228062644600868, + 0.01137565914541483, + 0.07672320306301117 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.012126060202717781 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638768292963505 + ], + "opposite_logprob_tokens": [ + -4.882638931274414 + ], + "logprob_reward": -0.007638768292963505, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638768292963505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04473331198096275, + 0.41145700216293335, + 0.09969176352024078, + 0.10694963485002518, + 0.05186508595943451, + 0.032346539199352264, + 0.03953073173761368, + 0.035243526101112366, + 0.032558318227529526, + 0.14562416076660156 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.007638768292963505 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16031499207019806 + ], + "opposite_logprob_tokens": [ + -1.9103150367736816 + ], + "logprob_reward": -0.16031499207019806, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16031499207019806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0827111154794693, + 0.5748022794723511, + 0.08989061415195465, + 0.04205293580889702, + 0.03802170604467392, + 0.023431558161973953, + 0.03581734001636505, + 0.057218119502067566, + 0.021809939295053482, + 0.03424445167183876 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.16031499207019806 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625991944223642 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.007625991944223642, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625991944223642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04752287268638611, + 0.7453969120979309, + 0.048102233558893204, + 0.02809923142194748, + 0.013280006125569344, + 0.013626564294099808, + 0.011502504348754883, + 0.007532115094363689, + 0.01045619323849678, + 0.07448136806488037 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.007625991944223642 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555790841579437 + ], + "opposite_logprob_tokens": [ + -1.6005579233169556 + ], + "logprob_reward": -0.22555790841579437, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555790841579437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06778216361999512, + 0.8099915385246277, + 0.024443987756967545, + 0.017730575054883957, + 0.00946042314171791, + 0.00927721243351698, + 0.00562457088381052, + 0.010706051252782345, + 0.007653553504496813, + 0.03732994198799133 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.22555790841579437 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, one-shot, long take begins with a slowly ascending overhead angle, then shifts to a steady, circling motion around the subject. In the frame, the Monkey King, clad in an intricately carved suit of golden chain mail, intricately engraved with dragon and auspicious cloud motifs, hovers majestically above a swirling sea of clouds. He wears a phoenix-winged, purple-gold crown, two slender pheasant feathers trembling in the celestial winds. His scarlet cape flutters majestically behind him like a battle banner. His face is defiant, his fiery eyes gleaming with an unyielding radiance. His tightly pursed lips betray supreme majesty and confidence. In his powerful hands, he clutches the legendary Ruyi Jingu Bang. The black iron shaft reflects a deep metallic texture in the light, while the golden hoops at each end reflect a dazzling brilliance. As he slowly and leisurely circles, the camera moves in sync, revealing the boundless, layered clouds beneath his feet and the magnificent celestial palace faintly visible deep within them—its jade-like buildings, soaring eaves, and angled corners looming through the mist, appearing incredibly majestic and distant. Most strikingly, the thousand-foot-long golden rays of light, like divine swords, pierce the thick clouds, forming distinct, Tyndall-effect beams imbued with dust and spiritual particles, illuminating the Monkey King's golden armor with a gleaming brilliance. The interplay of light and shadow imbues the entire scene with an epic atmosphere of sacredness, aloofness, and immense power.", + "seed": 32496, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_13/index_7742_seed_32496_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.055060005048289895, + "vlm_logprob": -0.055060005048289895, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.055060005048289895, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015122879296541214 + ], + "opposite_logprob_tokens": [ + -4.265122890472412 + ], + "logprob_reward": -0.015122879296541214, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015122879296541214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1520846039056778, + 0.14526617527008057, + 0.05732379108667374, + 0.045967407524585724, + 0.05541275069117546, + 0.13673463463783264, + 0.06849682331085205, + 0.07849705219268799, + 0.20106063783168793, + 0.05915609747171402 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.015122879296541214 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032011240255087614 + ], + "opposite_logprob_tokens": [ + -5.753201007843018 + ], + "logprob_reward": -0.0032011240255087614, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032011240255087614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1261659413576126, + 0.22201958298683167, + 0.1850547194480896, + 0.10457199811935425, + 0.03772156313061714, + 0.037631694227457047, + 0.05685175955295563, + 0.09531297534704208, + 0.11273639649152756, + 0.02193335071206093 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0032011240255087614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890105664730072 + ], + "opposite_logprob_tokens": [ + -2.46401047706604 + ], + "logprob_reward": -0.0890105664730072, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890105664730072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16362911462783813, + 0.19573353230953217, + 0.08244134485721588, + 0.05598023161292076, + 0.07924066483974457, + 0.03462957963347435, + 0.09277496486902237, + 0.08117673546075821, + 0.1803584098815918, + 0.034035440534353256 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0890105664730072 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627411279827356 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.007627411279827356, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627411279827356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1992345005273819, + 0.33193233609199524, + 0.09321338683366776, + 0.09660366922616959, + 0.0754803866147995, + 0.060601457953453064, + 0.03143787384033203, + 0.04282670095562935, + 0.04462718963623047, + 0.024042503908276558 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.007627411279827356 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033804416656494 + ], + "opposite_logprob_tokens": [ + -1.910338044166565 + ], + "logprob_reward": -0.16033804416656494, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033804416656494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08642662316560745, + 0.5414950251579285, + 0.06882719695568085, + 0.05611959099769592, + 0.07323898375034332, + 0.03024168685078621, + 0.02065204828977585, + 0.046774957329034805, + 0.06028516963124275, + 0.015938736498355865 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.16033804416656494 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, one-shot, long take begins with a slowly ascending overhead angle, then shifts to a steady, circling motion around the subject. In the frame, the Monkey King, clad in an intricately carved suit of golden chain mail, intricately engraved with dragon and auspicious cloud motifs, hovers majestically above a swirling sea of clouds. He wears a phoenix-winged, purple-gold crown, two slender pheasant feathers trembling in the celestial winds. His scarlet cape flutters majestically behind him like a battle banner. His face is defiant, his fiery eyes gleaming with an unyielding radiance. His tightly pursed lips betray supreme majesty and confidence. In his powerful hands, he clutches the legendary Ruyi Jingu Bang. The black iron shaft reflects a deep metallic texture in the light, while the golden hoops at each end reflect a dazzling brilliance. As he slowly and leisurely circles, the camera moves in sync, revealing the boundless, layered clouds beneath his feet and the magnificent celestial palace faintly visible deep within them—its jade-like buildings, soaring eaves, and angled corners looming through the mist, appearing incredibly majestic and distant. Most strikingly, the thousand-foot-long golden rays of light, like divine swords, pierce the thick clouds, forming distinct, Tyndall-effect beams imbued with dust and spiritual particles, illuminating the Monkey King's golden armor with a gleaming brilliance. The interplay of light and shadow imbues the entire scene with an epic atmosphere of sacredness, aloofness, and immense power.", + "seed": 32497, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_13/index_7742_seed_32497_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1297947590239346, + "vlm_logprob": -0.1297947590239346, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.1297947590239346, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010348943993449211 + ], + "opposite_logprob_tokens": [ + -4.635348796844482 + ], + "logprob_reward": -0.010348943993449211, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010348943993449211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16321468353271484, + 0.08412700146436691, + 0.1305152177810669, + 0.12327743321657181, + 0.07659800350666046, + 0.09054993838071823, + 0.08253464847803116, + 0.09701056778430939, + 0.07938119024038315, + 0.07279123365879059 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.010348943993449211 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793566539883614 + ], + "opposite_logprob_tokens": [ + -4.634793758392334 + ], + "logprob_reward": -0.009793566539883614, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793566539883614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08178574591875076, + 0.0824703648686409, + 0.05864325910806656, + 0.14461158215999603, + 0.0736236646771431, + 0.042153097689151764, + 0.05372950807213783, + 0.18084272742271423, + 0.2300267517566681, + 0.05211330205202103 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.009793566539883614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5760810375213623 + ], + "opposite_logprob_tokens": [ + -0.8260810375213623 + ], + "logprob_reward": -0.5760810375213623, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5760810375213623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21096883714199066, + 0.11754779517650604, + 0.07344207167625427, + 0.1927766352891922, + 0.11664550751447678, + 0.060417540371418, + 0.049711618572473526, + 0.07309126853942871, + 0.044241975992918015, + 0.06115671247243881 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.5760810375213623 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097400698810816 + ], + "opposite_logprob_tokens": [ + -5.5040974617004395 + ], + "logprob_reward": -0.004097400698810816, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097400698810816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08758316189050674, + 0.04161426052451134, + 0.03200189024209976, + 0.12628690898418427, + 0.03181533142924309, + 0.013705701567232609, + 0.033730652183294296, + 0.2528943121433258, + 0.1525016725063324, + 0.22786612808704376 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.004097400698810816 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing a golden chain mail suit with dragon and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King hovering above a swirling sea of clouds while holding the Ruyi Jingu Bang?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slowly ascending overhead angle and then shift to a steady circling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden rays of light visible piercing the clouds to form distinct beams with dust and spiritual particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a celestial palace with jade-like buildings and soaring eaves faintly visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865284636616707 + ], + "opposite_logprob_tokens": [ + -3.0486528873443604 + ], + "logprob_reward": -0.04865284636616707, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865284636616707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03569844737648964, + 0.023927217349410057, + 0.020011555403470993, + 0.06507384777069092, + 0.01292829867452383, + 0.0075820074416697025, + 0.016342319548130035, + 0.14145134389400482, + 0.3967902362346649, + 0.2801946997642517 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.04865284636616707 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_14/index_tensor([7417, 7417])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_14/index_tensor([7417, 7417])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8499a8cb0275fa539f09aee0a5a74fbbe5a7cadc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_14/index_tensor([7417, 7417])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot, starting from a low angle and then gently tilting upward, captured a vast vortex of incandescent gas, swirling violently in the depths of space, illuminated by the hyper-realistic lighting and shadows rendered by Octane. These nebulous gases entwine and collide in complex hydrodynamic paths, forming a dynamic center of energy. Suddenly, a blue dragon, its scales gleaming with cosmic light, its majestic head bursts through the vortex's core, its golden eyes blazing with starlight scanning the void. Then, its slender, sinuous body rises from the vortex in a graceful and powerful gesture. Each deep emerald scale seems to envelop a miniature galaxy, aglow with a constantly shifting glow of deep purple, royal blue, and gold stardust. When it fully displays its sacred and majestic appearance, the surrounding nebula gas is stirred by its powerful energy, forming countless tiny, glowing energy threads and particle streams that entwine around its body, while the cosmic light on its scales interacts with the blazing light of the nebula, casting complex and ever-changing light and shadows on its smooth body. The whole picture presents a sense of grandeur and sacredness of the epic creation of the universe.", + "seed": 16577, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_14/index_7417_seed_16577_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21027672244235873, + "vlm_logprob": -0.21027672244235873, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.21027672244235873, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4786336421966553 + ], + "opposite_logprob_tokens": [ + -0.9786336421966553 + ], + "logprob_reward": -0.4786336421966553, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4786336421966553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20597267150878906, + 0.07687873393297195, + 0.031090551987290382, + 0.290599524974823, + 0.03261486440896988, + 0.17977488040924072, + 0.03058280609548092, + 0.02715754508972168, + 0.07168345898389816, + 0.05364494398236275 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.4786336421966553 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029866471886634827 + ], + "opposite_logprob_tokens": [ + -3.5298664569854736 + ], + "logprob_reward": -0.029866471886634827, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029866471886634827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10843770951032639, + 0.1390758752822876, + 0.028961535543203354, + 0.13763731718063354, + 0.0291469506919384, + 0.18653157353401184, + 0.1272551268339157, + 0.1478143185377121, + 0.05000998452305794, + 0.04512965306639671 + ], + "top_frames": [ + 5, + 7, + 1 + ], + "selected_reward": -0.029866471886634827 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135136663913727 + ], + "opposite_logprob_tokens": [ + -1.3135136365890503 + ], + "logprob_reward": -0.3135136663913727, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135136663913727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10391870886087418, + 0.05575123056769371, + 0.04723820462822914, + 0.19891607761383057, + 0.01780625618994236, + 0.32497507333755493, + 0.08622806519269943, + 0.098914735019207, + 0.03682147338986397, + 0.029430115595459938 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.3135136663913727 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2257501631975174 + ], + "opposite_logprob_tokens": [ + -1.600750207901001 + ], + "logprob_reward": -0.2257501631975174, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2257501631975174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12525911629199982, + 0.060349978506565094, + 0.044611603021621704, + 0.1921091228723526, + 0.04211539775133133, + 0.10761178284883499, + 0.15887846052646637, + 0.06741353869438171, + 0.12653210759162903, + 0.07511888444423676 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -0.2257501631975174 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036196685396134853 + ], + "opposite_logprob_tokens": [ + -5.62861967086792 + ], + "logprob_reward": -0.0036196685396134853, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036196685396134853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14800691604614258, + 0.0782928317785263, + 0.05539046227931976, + 0.10365802049636841, + 0.043378643691539764, + 0.26828858256340027, + 0.06543418020009995, + 0.04340191185474396, + 0.10652109980583191, + 0.0876273661851883 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.0036196685396134853 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, starting from a low angle and then gently tilting upward, captured a vast vortex of incandescent gas, swirling violently in the depths of space, illuminated by the hyper-realistic lighting and shadows rendered by Octane. These nebulous gases entwine and collide in complex hydrodynamic paths, forming a dynamic center of energy. Suddenly, a blue dragon, its scales gleaming with cosmic light, its majestic head bursts through the vortex's core, its golden eyes blazing with starlight scanning the void. Then, its slender, sinuous body rises from the vortex in a graceful and powerful gesture. Each deep emerald scale seems to envelop a miniature galaxy, aglow with a constantly shifting glow of deep purple, royal blue, and gold stardust. When it fully displays its sacred and majestic appearance, the surrounding nebula gas is stirred by its powerful energy, forming countless tiny, glowing energy threads and particle streams that entwine around its body, while the cosmic light on its scales interacts with the blazing light of the nebula, casting complex and ever-changing light and shadows on its smooth body. The whole picture presents a sense of grandeur and sacredness of the epic creation of the universe.", + "seed": 16578, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_14/index_7417_seed_16578_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15525344144552947, + "vlm_logprob": -0.15525344144552947, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.15525344144552947, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25583070516586304 + ], + "opposite_logprob_tokens": [ + -1.5058307647705078 + ], + "logprob_reward": -0.25583070516586304, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25583070516586304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11555006355047226, + 0.08045897632837296, + 0.1527448296546936, + 0.087398961186409, + 0.23978810012340546, + 0.06787234544754028, + 0.10049191862344742, + 0.04019537195563316, + 0.08571694791316986, + 0.029782449826598167 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.25583070516586304 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033751118928194046 + ], + "opposite_logprob_tokens": [ + -3.4087510108947754 + ], + "logprob_reward": -0.033751118928194046, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033751118928194046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14943687617778778, + 0.028094343841075897, + 0.05849557742476463, + 0.08315271884202957, + 0.06345164775848389, + 0.11914195120334625, + 0.21154318749904633, + 0.055222105234861374, + 0.17788410186767578, + 0.05357744172215462 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.033751118928194046 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20161603391170502 + ], + "opposite_logprob_tokens": [ + -1.7016160488128662 + ], + "logprob_reward": -0.20161603391170502, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20161603391170502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06356419622898102, + 0.03635236620903015, + 0.23481236398220062, + 0.08443068712949753, + 0.04819004610180855, + 0.07614819705486298, + 0.20370277762413025, + 0.13432660698890686, + 0.10132523626089096, + 0.017147492617368698 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.20161603391170502 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28145110607147217 + ], + "opposite_logprob_tokens": [ + -1.4064511060714722 + ], + "logprob_reward": -0.28145110607147217, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28145110607147217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14164242148399353, + 0.07276085019111633, + 0.06032402813434601, + 0.23000799119472504, + 0.09729546308517456, + 0.11449131369590759, + 0.11955718696117401, + 0.06064951419830322, + 0.08422013372182846, + 0.019051028415560722 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.28145110607147217 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036182431504130363 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.0036182431504130363, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036182431504130363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10981684923171997, + 0.07259226590394974, + 0.11872830986976624, + 0.09201432019472122, + 0.18310801684856415, + 0.10486812889575958, + 0.13219782710075378, + 0.0484352633357048, + 0.11271469295024872, + 0.025524301454424858 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.0036182431504130363 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, starting from a low angle and then gently tilting upward, captured a vast vortex of incandescent gas, swirling violently in the depths of space, illuminated by the hyper-realistic lighting and shadows rendered by Octane. These nebulous gases entwine and collide in complex hydrodynamic paths, forming a dynamic center of energy. Suddenly, a blue dragon, its scales gleaming with cosmic light, its majestic head bursts through the vortex's core, its golden eyes blazing with starlight scanning the void. Then, its slender, sinuous body rises from the vortex in a graceful and powerful gesture. Each deep emerald scale seems to envelop a miniature galaxy, aglow with a constantly shifting glow of deep purple, royal blue, and gold stardust. When it fully displays its sacred and majestic appearance, the surrounding nebula gas is stirred by its powerful energy, forming countless tiny, glowing energy threads and particle streams that entwine around its body, while the cosmic light on its scales interacts with the blazing light of the nebula, casting complex and ever-changing light and shadows on its smooth body. The whole picture presents a sense of grandeur and sacredness of the epic creation of the universe.", + "seed": 16579, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_14/index_7417_seed_16579_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.36362950727343557, + "vlm_logprob": -0.36362950727343557, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.36362950727343557, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8310809135437012 + ], + "opposite_logprob_tokens": [ + -0.5810809135437012 + ], + "logprob_reward": -0.8310809135437012, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8310809135437012, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08842857927083969, + 0.22093254327774048, + 0.04449421912431717, + 0.23838654160499573, + 0.1702319085597992, + 0.08434119075536728, + 0.04652627184987068, + 0.04200289770960808, + 0.0424719974398613, + 0.022183801978826523 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.8310809135437012 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020627032965421677 + ], + "opposite_logprob_tokens": [ + -3.895627021789551 + ], + "logprob_reward": -0.020627032965421677, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020627032965421677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02358585223555565, + 0.03490706905722618, + 0.0590720996260643, + 0.5843108892440796, + 0.031720198690891266, + 0.03466352820396423, + 0.045510951429605484, + 0.03781247138977051, + 0.07412239909172058, + 0.07429450005292892 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.020627032965421677 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20164555311203003 + ], + "opposite_logprob_tokens": [ + -1.7016456127166748 + ], + "logprob_reward": -0.20164555311203003, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20164555311203003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04574232175946236, + 0.08792439103126526, + 0.06660182774066925, + 0.1163569986820221, + 0.1548241823911667, + 0.08433836698532104, + 0.08608581870794296, + 0.15648216009140015, + 0.13891831040382385, + 0.06272561103105545 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.20164555311203003 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7580512166023254 + ], + "opposite_logprob_tokens": [ + -0.6330512166023254 + ], + "logprob_reward": -0.7580512166023254, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7580512166023254, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10483822971582413, + 0.11483028531074524, + 0.058906957507133484, + 0.11744411289691925, + 0.19680733978748322, + 0.10687021166086197, + 0.05374068766832352, + 0.11708514392375946, + 0.09485698491334915, + 0.034619975835084915 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.7580512166023254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742820143699646 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006742820143699646, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742820143699646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050558775663375854, + 0.031238360330462456, + 0.04696477949619293, + 0.29669681191444397, + 0.05166895315051079, + 0.10398197174072266, + 0.08799046277999878, + 0.12458178400993347, + 0.13470417261123657, + 0.07161393761634827 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.006742820143699646 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "shot, starting from a low angle and then gently tilting upward, captured a vast vortex of incandescent gas, swirling violently in the depths of space, illuminated by the hyper-realistic lighting and shadows rendered by Octane. These nebulous gases entwine and collide in complex hydrodynamic paths, forming a dynamic center of energy. Suddenly, a blue dragon, its scales gleaming with cosmic light, its majestic head bursts through the vortex's core, its golden eyes blazing with starlight scanning the void. Then, its slender, sinuous body rises from the vortex in a graceful and powerful gesture. Each deep emerald scale seems to envelop a miniature galaxy, aglow with a constantly shifting glow of deep purple, royal blue, and gold stardust. When it fully displays its sacred and majestic appearance, the surrounding nebula gas is stirred by its powerful energy, forming countless tiny, glowing energy threads and particle streams that entwine around its body, while the cosmic light on its scales interacts with the blazing light of the nebula, casting complex and ever-changing light and shadows on its smooth body. The whole picture presents a sense of grandeur and sacredness of the epic creation of the universe.", + "seed": 16580, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_14/index_7417_seed_16580_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.18200092110782862, + "vlm_logprob": -0.18200092110782862, + "vlm_yes_no_margin": 2.5249999523162843, + "vlm_token_credit": -0.18200092110782862, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4326617419719696 + ], + "opposite_logprob_tokens": [ + -1.057661771774292 + ], + "logprob_reward": -0.4326617419719696, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4326617419719696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10041559487581253, + 0.04597052186727524, + 0.1672191470861435, + 0.04380124807357788, + 0.03656056523323059, + 0.31875109672546387, + 0.027821296826004982, + 0.15241168439388275, + 0.030936699360609055, + 0.07611215114593506 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.4326617419719696 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018229680135846138 + ], + "opposite_logprob_tokens": [ + -4.0182294845581055 + ], + "logprob_reward": -0.018229680135846138, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018229680135846138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0791192352771759, + 0.026168135926127434, + 0.044270288199186325, + 0.0699077621102333, + 0.09689470380544662, + 0.3555490970611572, + 0.053346604108810425, + 0.08970420807600021, + 0.05165597423911095, + 0.13338398933410645 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.018229680135846138 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016357183456421 + ], + "opposite_logprob_tokens": [ + -1.701635718345642 + ], + "logprob_reward": -0.2016357183456421, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016357183456421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055473409593105316, + 0.04267340898513794, + 0.0807020291686058, + 0.08098968118429184, + 0.2789659798145294, + 0.050907060503959656, + 0.09702083468437195, + 0.14482375979423523, + 0.06066896393895149, + 0.10777490586042404 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.2016357183456421 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2522236704826355 + ], + "opposite_logprob_tokens": [ + -1.5022237300872803 + ], + "logprob_reward": -0.2522236704826355, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2522236704826355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06693339347839355, + 0.01934591308236122, + 0.07124865055084229, + 0.05091491714119911, + 0.3300010561943054, + 0.18877609074115753, + 0.08324115723371506, + 0.03301789239048958, + 0.05574111267924309, + 0.10077977925539017 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.2522236704826355 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low angle shot that gently tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a blue dragon visible bursting through the core of a swirling vortex of incandescent gas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the dragon's scales appear deep emerald with a shifting glow of deep purple, royal blue, and gold stardust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's golden eyes blaze with starlight while scanning the void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing energy threads and particle streams entwine around the dragon's body as the surrounding nebula gas is stirred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253794603049755 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253794603049755, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253794603049755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04887954145669937, + 0.03773301839828491, + 0.053893472999334335, + 0.06253911554813385, + 0.24233070015907288, + 0.05612961947917938, + 0.06417643278837204, + 0.12665975093841553, + 0.12944865226745605, + 0.17820967733860016 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.005253794603049755 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_15/index_tensor([3082, 3082])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_15/index_tensor([3082, 3082])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..37b260383de91f751a2a3d1a9996932b38eb49ee --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_15/index_tensor([3082, 3082])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "majestic low-angle shot begins, the camera slowly and steadily tilting upward from the heart of Venezuela's dense, emerald jungle, following the breathtaking descent of Angel Falls. A powerful, relentless stream of white, foaming water cascades down from the flat-topped summit of a massive, ancient cliff face. The water cascades relentlessly down the sheer, weathered rock face, a tapestry of dark gray and ochre covered with damp green moss. As the water plummets through the air, it atomizes into a vast, billowing cloud of fine mist, catching the bright, direct sunlight and creating delicate, shimmering rainbows near the base. The massive waterfall is surrounded by lush, vibrant tropical vegetation on the lower portion of the cliff, forming a dense canopy below, providing a stark, beautiful contrast between life and stone. Above, the scene is crowned by a vast, clear, intense azure sky, completely devoid of cloud, amplifying the spectacular spectacle. The entire scene is filmed on an epic scale, encapsulating the raw, untouched and awe-inspiring beauty of this world-famous landmark, creating an atmosphere that is both serene and incredibly powerful.", + "seed": 14008, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_15/index_3082_seed_14008_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10434645190834999, + "vlm_logprob": -0.10434645190834999, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.10434645190834999, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3886420726776123 + ], + "opposite_logprob_tokens": [ + -1.1386420726776123 + ], + "logprob_reward": -0.3886420726776123, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3886420726776123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41768917441368103, + 0.23463872075080872, + 0.11918395012617111, + 0.038821857422590256, + 0.03110956773161888, + 0.027072884142398834, + 0.03156936541199684, + 0.02382044680416584, + 0.04353398457169533, + 0.03256003558635712 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.3886420726776123 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020623529329895973 + ], + "opposite_logprob_tokens": [ + -3.8956234455108643 + ], + "logprob_reward": -0.020623529329895973, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020623529329895973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21988248825073242, + 0.3443857431411743, + 0.1077306866645813, + 0.14463511109352112, + 0.04240424558520317, + 0.030210435390472412, + 0.024211302399635315, + 0.033474113792181015, + 0.02865072339773178, + 0.02441518008708954 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.020623529329895973 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020594336092472076 + ], + "opposite_logprob_tokens": [ + -3.895594358444214 + ], + "logprob_reward": -0.020594336092472076, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020594336092472076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36059531569480896, + 0.17047400772571564, + 0.08604999631643295, + 0.13308873772621155, + 0.03381015360355377, + 0.061154238879680634, + 0.024604838341474533, + 0.0897921770811081, + 0.02452189475297928, + 0.01590866781771183 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.020594336092472076 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062061503529548645 + ], + "opposite_logprob_tokens": [ + -2.8120615482330322 + ], + "logprob_reward": -0.062061503529548645, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062061503529548645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11232660710811615, + 0.13215035200119019, + 0.14120760560035706, + 0.057080499827861786, + 0.04503956064581871, + 0.09531066566705704, + 0.09478146582841873, + 0.15175019204616547, + 0.06867790222167969, + 0.1016751229763031 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.062061503529548645 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029810817912220955 + ], + "opposite_logprob_tokens": [ + -3.529810905456543 + ], + "logprob_reward": -0.029810817912220955, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029810817912220955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4643726348876953, + 0.21537505090236664, + 0.09383099526166916, + 0.028537020087242126, + 0.027224179357290268, + 0.03515640273690224, + 0.03225354477763176, + 0.07090563327074051, + 0.01764114387333393, + 0.014703331515192986 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.029810817912220955 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic low-angle shot begins, the camera slowly and steadily tilting upward from the heart of Venezuela's dense, emerald jungle, following the breathtaking descent of Angel Falls. A powerful, relentless stream of white, foaming water cascades down from the flat-topped summit of a massive, ancient cliff face. The water cascades relentlessly down the sheer, weathered rock face, a tapestry of dark gray and ochre covered with damp green moss. As the water plummets through the air, it atomizes into a vast, billowing cloud of fine mist, catching the bright, direct sunlight and creating delicate, shimmering rainbows near the base. The massive waterfall is surrounded by lush, vibrant tropical vegetation on the lower portion of the cliff, forming a dense canopy below, providing a stark, beautiful contrast between life and stone. Above, the scene is crowned by a vast, clear, intense azure sky, completely devoid of cloud, amplifying the spectacular spectacle. The entire scene is filmed on an epic scale, encapsulating the raw, untouched and awe-inspiring beauty of this world-famous landmark, creating an atmosphere that is both serene and incredibly powerful.", + "seed": 14009, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_15/index_3082_seed_14009_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11646825708448887, + "vlm_logprob": -0.11646825708448887, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.11646825708448887, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4761667251586914 + ], + "opposite_logprob_tokens": [ + -0.9761667251586914 + ], + "logprob_reward": -0.4761667251586914, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4761667251586914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09911512583494186, + 0.06567569077014923, + 0.04980262741446495, + 0.05586421489715576, + 0.07030542194843292, + 0.03397057205438614, + 0.023010609671473503, + 0.038392189890146255, + 0.04955681785941124, + 0.5143067240715027 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.4761667251586914 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009827563539147377 + ], + "opposite_logprob_tokens": [ + -4.634827613830566 + ], + "logprob_reward": -0.009827563539147377, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009827563539147377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15851742029190063, + 0.09633199870586395, + 0.09244634211063385, + 0.1149459257721901, + 0.0651966780424118, + 0.03297433629631996, + 0.03151232376694679, + 0.2148391753435135, + 0.10375229269266129, + 0.08948341012001038 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.009827563539147377 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207088112831116 + ], + "opposite_logprob_tokens": [ + -4.01820707321167 + ], + "logprob_reward": -0.018207088112831116, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018207088112831116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11011304706335068, + 0.20467090606689453, + 0.23776298761367798, + 0.08219734579324722, + 0.06513505429029465, + 0.08065665513277054, + 0.03967856615781784, + 0.024470577016472816, + 0.06470754742622375, + 0.09060733765363693 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.018207088112831116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206262484192848 + ], + "opposite_logprob_tokens": [ + -2.8120627403259277 + ], + "logprob_reward": -0.06206262484192848, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206262484192848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08070271462202072, + 0.22393092513084412, + 0.08431372046470642, + 0.1262596845626831, + 0.04003814607858658, + 0.0559932179749012, + 0.018080096691846848, + 0.0335853174328804, + 0.03111960180103779, + 0.30597659945487976 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.06206262484192848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077283769845963 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077283769845963, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077283769845963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1822807490825653, + 0.22610324621200562, + 0.09541705995798111, + 0.06421982496976852, + 0.053557053208351135, + 0.046809401363134384, + 0.02999166026711464, + 0.1257944256067276, + 0.056998174637556076, + 0.11882836371660233 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.016077283769845963 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic low-angle shot begins, the camera slowly and steadily tilting upward from the heart of Venezuela's dense, emerald jungle, following the breathtaking descent of Angel Falls. A powerful, relentless stream of white, foaming water cascades down from the flat-topped summit of a massive, ancient cliff face. The water cascades relentlessly down the sheer, weathered rock face, a tapestry of dark gray and ochre covered with damp green moss. As the water plummets through the air, it atomizes into a vast, billowing cloud of fine mist, catching the bright, direct sunlight and creating delicate, shimmering rainbows near the base. The massive waterfall is surrounded by lush, vibrant tropical vegetation on the lower portion of the cliff, forming a dense canopy below, providing a stark, beautiful contrast between life and stone. Above, the scene is crowned by a vast, clear, intense azure sky, completely devoid of cloud, amplifying the spectacular spectacle. The entire scene is filmed on an epic scale, encapsulating the raw, untouched and awe-inspiring beauty of this world-famous landmark, creating an atmosphere that is both serene and incredibly powerful.", + "seed": 14010, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_15/index_3082_seed_14010_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1767336705699563, + "vlm_logprob": -0.1767336705699563, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.1767336705699563, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.759370744228363 + ], + "opposite_logprob_tokens": [ + -0.634370744228363 + ], + "logprob_reward": -0.759370744228363, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.759370744228363, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.43469902873039246, + 0.1716872751712799, + 0.19973881542682648, + 0.011177933774888515, + 0.011623337864875793, + 0.012189457193017006, + 0.03200942277908325, + 0.015915924683213234, + 0.07521665096282959, + 0.035742174834012985 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.759370744228363 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076620737090706825 + ], + "opposite_logprob_tokens": [ + -4.882662296295166 + ], + "logprob_reward": -0.0076620737090706825, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076620737090706825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5613576173782349, + 0.18057838082313538, + 0.09755531698465347, + 0.03897588700056076, + 0.026510320603847504, + 0.011370651423931122, + 0.010289313271641731, + 0.010933359153568745, + 0.03271685168147087, + 0.029712293297052383 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0076620737090706825 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303912952542305 + ], + "opposite_logprob_tokens": [ + -3.773303985595703 + ], + "logprob_reward": -0.023303912952542305, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303912952542305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.224375918507576, + 0.3257963955402374, + 0.10839914530515671, + 0.041259005665779114, + 0.05148357152938843, + 0.026591988280415535, + 0.02864379622042179, + 0.028874337673187256, + 0.05521853640675545, + 0.10935734957456589 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.023303912952542305 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003749161958694 + ], + "opposite_logprob_tokens": [ + -2.695037603378296 + ], + "logprob_reward": -0.07003749161958694, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003749161958694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31237953901290894, + 0.2661113739013672, + 0.2032686322927475, + 0.02962948940694332, + 0.02999705635011196, + 0.022854523733258247, + 0.02313312515616417, + 0.04448685422539711, + 0.03964510187506676, + 0.02849430963397026 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07003749161958694 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294130340218544 + ], + "opposite_logprob_tokens": [ + -3.77329421043396 + ], + "logprob_reward": -0.023294130340218544, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294130340218544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3704598546028137, + 0.25297811627388, + 0.08789947628974915, + 0.024795010685920715, + 0.0460704043507576, + 0.03383271396160126, + 0.0493447445333004, + 0.04778527840971947, + 0.042333830147981644, + 0.04450055956840515 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.023294130340218544 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic low-angle shot begins, the camera slowly and steadily tilting upward from the heart of Venezuela's dense, emerald jungle, following the breathtaking descent of Angel Falls. A powerful, relentless stream of white, foaming water cascades down from the flat-topped summit of a massive, ancient cliff face. The water cascades relentlessly down the sheer, weathered rock face, a tapestry of dark gray and ochre covered with damp green moss. As the water plummets through the air, it atomizes into a vast, billowing cloud of fine mist, catching the bright, direct sunlight and creating delicate, shimmering rainbows near the base. The massive waterfall is surrounded by lush, vibrant tropical vegetation on the lower portion of the cliff, forming a dense canopy below, providing a stark, beautiful contrast between life and stone. Above, the scene is crowned by a vast, clear, intense azure sky, completely devoid of cloud, amplifying the spectacular spectacle. The entire scene is filmed on an epic scale, encapsulating the raw, untouched and awe-inspiring beauty of this world-famous landmark, creating an atmosphere that is both serene and incredibly powerful.", + "seed": 14011, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_15/index_3082_seed_14011_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20794915575534106, + "vlm_logprob": -0.20794915575534106, + "vlm_yes_no_margin": 2.7749999523162843, + "vlm_token_credit": -0.20794915575534106, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8996976613998413 + ], + "opposite_logprob_tokens": [ + -0.5246976613998413 + ], + "logprob_reward": -0.8996976613998413, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8996976613998413, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10687575489282608, + 0.046678271144628525, + 0.03950917720794678, + 0.04987730458378792, + 0.07438116520643234, + 0.4434325098991394, + 0.1206006407737732, + 0.06549976021051407, + 0.02558084949851036, + 0.02756454236805439 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.8996976613998413 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01111918780952692 + ], + "opposite_logprob_tokens": [ + -4.511119365692139 + ], + "logprob_reward": -0.01111918780952692, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01111918780952692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1848391592502594, + 0.29805418848991394, + 0.05376174673438072, + 0.05449148640036583, + 0.045107148587703705, + 0.1664336621761322, + 0.090034618973732, + 0.05906954035162926, + 0.023685073480010033, + 0.024523433297872543 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.01111918780952692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204864114522934 + ], + "opposite_logprob_tokens": [ + -4.018204689025879 + ], + "logprob_reward": -0.018204864114522934, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018204864114522934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.311200886964798, + 0.14844882488250732, + 0.08835622668266296, + 0.059737011790275574, + 0.15831013023853302, + 0.09353797137737274, + 0.03113524615764618, + 0.03915306180715561, + 0.016605185344815254, + 0.05351541191339493 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.018204864114522934 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048667266964912415 + ], + "opposite_logprob_tokens": [ + -3.0486671924591064 + ], + "logprob_reward": -0.048667266964912415, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048667266964912415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1633402556180954, + 0.16207735240459442, + 0.09389113634824753, + 0.04335087910294533, + 0.3633119761943817, + 0.08634430915117264, + 0.03199522942304611, + 0.021633101627230644, + 0.024695895612239838, + 0.009359817020595074 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.048667266964912415 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the waterfall water white and foaming as it cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cliff face dark gray and ochre with damp green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky above vast, clear, and intense azure without any clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are delicate, shimmering rainbows visible in the mist near the base of the falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205679848790169 + ], + "opposite_logprob_tokens": [ + -2.81205677986145 + ], + "logprob_reward": -0.06205679848790169, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205679848790169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3097093105316162, + 0.15166302025318146, + 0.08299803733825684, + 0.0803404450416565, + 0.15610314905643463, + 0.06245771795511246, + 0.0484565794467926, + 0.033822447061538696, + 0.03815056383609772, + 0.03629877418279648 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.06205679848790169 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_2/index_tensor([3771, 3771])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_2/index_tensor([3771, 3771])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..498d98192e8a56b715c2aafd921ae126b86e3e57 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_2/index_tensor([3771, 3771])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, medium shot captures a dormant robot, slumped lifelessly across a heavy diagnostic chair. Its humanoid form, composed of a combination of polished white polymer panels and exposed gunmetal-gray mechanical joints, is completely devoid of tension. Its head tilts forward, its chin resting almost on its chest. Unlit optical sensors give its face a blank, serene expression. Its arms hang limply, fingers slightly curled. From a circular, translucent panel in the center of its chest, a soft, ethereal blue light pulsates with a slow, steady rhythm, like the beat of a sleeping heart. This rhythmic glow, the sole source of significant illumination, casts dynamic, soft-edged highlights across the robot's metal surface and immerses the surrounding cluttered studio in deep, shifting shadows. The overall atmosphere is one of profound stillness and contemplative quiet, a moment of suspended animation within a high-tech sanctuary.", + "seed": 13325, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_2/index_3771_seed_13325_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07444628681987524, + "vlm_logprob": -0.07444628681987524, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.07444628681987524, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2820730209350586 + ], + "opposite_logprob_tokens": [ + -1.4070730209350586 + ], + "logprob_reward": -0.2820730209350586, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2820730209350586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24485675990581512, + 0.17266589403152466, + 0.16363666951656342, + 0.04327359423041344, + 0.09751271456480026, + 0.042133111506700516, + 0.025502197444438934, + 0.06932383030653, + 0.10357245802879333, + 0.03752273693680763 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.2820730209350586 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310370609164238 + ], + "opposite_logprob_tokens": [ + -3.1681036949157715 + ], + "logprob_reward": -0.04310370609164238, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310370609164238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14885762333869934, + 0.13168542087078094, + 0.3663322329521179, + 0.035849399864673615, + 0.038954537361860275, + 0.02888324484229088, + 0.03142530843615532, + 0.04751960188150406, + 0.139902263879776, + 0.03059033863246441 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.04310370609164238 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004646456800401211 + ], + "opposite_logprob_tokens": [ + -5.379646301269531 + ], + "logprob_reward": -0.004646456800401211, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004646456800401211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13640402257442474, + 0.1987021565437317, + 0.21472637355327606, + 0.06275275349617004, + 0.05013300105929375, + 0.06976377218961716, + 0.05173230916261673, + 0.05177110806107521, + 0.09007900208234787, + 0.07393553107976913 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.004646456800401211 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634410560131073 + ], + "opposite_logprob_tokens": [ + -3.651344060897827 + ], + "logprob_reward": -0.02634410560131073, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634410560131073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28578776121139526, + 0.2521211504936218, + 0.15762262046337128, + 0.057713210582733154, + 0.03663494810461998, + 0.040178604423999786, + 0.02899627760052681, + 0.03420315310359001, + 0.06292053312063217, + 0.043821774423122406 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02634410560131073 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064144670963287 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.016064144670963287, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064144670963287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2161603420972824, + 0.18055596947669983, + 0.14652304351329803, + 0.07749184966087341, + 0.03445809334516525, + 0.026836160570383072, + 0.05719723924994469, + 0.0859781950712204, + 0.04911546781659126, + 0.12568359076976776 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.016064144670963287 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium shot captures a dormant robot, slumped lifelessly across a heavy diagnostic chair. Its humanoid form, composed of a combination of polished white polymer panels and exposed gunmetal-gray mechanical joints, is completely devoid of tension. Its head tilts forward, its chin resting almost on its chest. Unlit optical sensors give its face a blank, serene expression. Its arms hang limply, fingers slightly curled. From a circular, translucent panel in the center of its chest, a soft, ethereal blue light pulsates with a slow, steady rhythm, like the beat of a sleeping heart. This rhythmic glow, the sole source of significant illumination, casts dynamic, soft-edged highlights across the robot's metal surface and immerses the surrounding cluttered studio in deep, shifting shadows. The overall atmosphere is one of profound stillness and contemplative quiet, a moment of suspended animation within a high-tech sanctuary.", + "seed": 13326, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_2/index_3771_seed_13326_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03255444187670946, + "vlm_logprob": -0.03255444187670946, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.03255444187670946, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07071835547685623 + ], + "opposite_logprob_tokens": [ + -2.695718288421631 + ], + "logprob_reward": -0.07071835547685623, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07071835547685623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4035651981830597, + 0.13824555277824402, + 0.057451844215393066, + 0.04622085392475128, + 0.039888858795166016, + 0.03105456382036209, + 0.05850193649530411, + 0.04553637653589249, + 0.1066906675696373, + 0.07284417748451233 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.07071835547685623 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059982344508171 + ], + "opposite_logprob_tokens": [ + -3.895599842071533 + ], + "logprob_reward": -0.02059982344508171, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059982344508171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3788716197013855, + 0.17589415609836578, + 0.08663322776556015, + 0.04753532260656357, + 0.05360962450504303, + 0.027032170444726944, + 0.07550648599863052, + 0.03876776620745659, + 0.04121321812272072, + 0.07493644207715988 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02059982344508171 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204819686710835 + ], + "opposite_logprob_tokens": [ + -4.264204978942871 + ], + "logprob_reward": -0.014204819686710835, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204819686710835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2351893186569214, + 0.11663743108510971, + 0.07522176951169968, + 0.06224454939365387, + 0.15286031365394592, + 0.06919755786657333, + 0.05008205771446228, + 0.06130628287792206, + 0.10036041587591171, + 0.07690035551786423 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.014204819686710835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043058376759290695 + ], + "opposite_logprob_tokens": [ + -3.168058395385742 + ], + "logprob_reward": -0.043058376759290695, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043058376759290695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27906495332717896, + 0.12542960047721863, + 0.053748659789562225, + 0.07849863916635513, + 0.07596055418252945, + 0.08089111745357513, + 0.11479930579662323, + 0.03822776675224304, + 0.05109381675720215, + 0.10228557139635086 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.043058376759290695 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190834015607834 + ], + "opposite_logprob_tokens": [ + -4.264190673828125 + ], + "logprob_reward": -0.014190834015607834, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190834015607834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23858988285064697, + 0.14546428620815277, + 0.0737338438630104, + 0.050568968057632446, + 0.04315865412354469, + 0.04733261838555336, + 0.14212825894355774, + 0.04805896431207657, + 0.11164695769548416, + 0.09931757301092148 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.014190834015607834 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium shot captures a dormant robot, slumped lifelessly across a heavy diagnostic chair. Its humanoid form, composed of a combination of polished white polymer panels and exposed gunmetal-gray mechanical joints, is completely devoid of tension. Its head tilts forward, its chin resting almost on its chest. Unlit optical sensors give its face a blank, serene expression. Its arms hang limply, fingers slightly curled. From a circular, translucent panel in the center of its chest, a soft, ethereal blue light pulsates with a slow, steady rhythm, like the beat of a sleeping heart. This rhythmic glow, the sole source of significant illumination, casts dynamic, soft-edged highlights across the robot's metal surface and immerses the surrounding cluttered studio in deep, shifting shadows. The overall atmosphere is one of profound stillness and contemplative quiet, a moment of suspended animation within a high-tech sanctuary.", + "seed": 13327, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_2/index_3771_seed_13327_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07067311140708625, + "vlm_logprob": -0.07067311140708625, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.07067311140708625, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18065933883190155 + ], + "opposite_logprob_tokens": [ + -1.805659294128418 + ], + "logprob_reward": -0.18065933883190155, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18065933883190155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15660430490970612, + 0.0427645742893219, + 0.042455609887838364, + 0.14072898030281067, + 0.1373942345380783, + 0.11908724904060364, + 0.12469251453876495, + 0.11526200920343399, + 0.0734519362449646, + 0.04755857214331627 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.18065933883190155 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216102659702301 + ], + "opposite_logprob_tokens": [ + -4.26421594619751 + ], + "logprob_reward": -0.014216102659702301, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216102659702301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14044694602489471, + 0.13908234238624573, + 0.06090264394879341, + 0.06534245610237122, + 0.14529749751091003, + 0.07487663626670837, + 0.06764565408229828, + 0.09082958847284317, + 0.03771388530731201, + 0.17786236107349396 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.014216102659702301 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024970562662929296 + ], + "opposite_logprob_tokens": [ + -6.00249719619751 + ], + "logprob_reward": -0.0024970562662929296, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024970562662929296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12974102795124054, + 0.06875727325677872, + 0.1337718814611435, + 0.16199585795402527, + 0.1146334558725357, + 0.10290981829166412, + 0.048740021884441376, + 0.05735011771321297, + 0.09164292365312576, + 0.09045764058828354 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.0024970562662929296 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293479800224304 + ], + "opposite_logprob_tokens": [ + -2.2379348278045654 + ], + "logprob_reward": -0.11293479800224304, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293479800224304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08692333102226257, + 0.09988152980804443, + 0.12850014865398407, + 0.11129410564899445, + 0.1292533129453659, + 0.1187642514705658, + 0.05033624917268753, + 0.13993346691131592, + 0.09182187914848328, + 0.04329169914126396 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.11293479800224304 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305826127529144 + ], + "opposite_logprob_tokens": [ + -3.168058156967163 + ], + "logprob_reward": -0.04305826127529144, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305826127529144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08910096436738968, + 0.058574989438056946, + 0.05169451981782913, + 0.08746176213026047, + 0.07286582887172699, + 0.07761088013648987, + 0.1445360779762268, + 0.07170805335044861, + 0.3183750510215759, + 0.028071822598576546 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.04305826127529144 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium shot captures a dormant robot, slumped lifelessly across a heavy diagnostic chair. Its humanoid form, composed of a combination of polished white polymer panels and exposed gunmetal-gray mechanical joints, is completely devoid of tension. Its head tilts forward, its chin resting almost on its chest. Unlit optical sensors give its face a blank, serene expression. Its arms hang limply, fingers slightly curled. From a circular, translucent panel in the center of its chest, a soft, ethereal blue light pulsates with a slow, steady rhythm, like the beat of a sleeping heart. This rhythmic glow, the sole source of significant illumination, casts dynamic, soft-edged highlights across the robot's metal surface and immerses the surrounding cluttered studio in deep, shifting shadows. The overall atmosphere is one of profound stillness and contemplative quiet, a moment of suspended animation within a high-tech sanctuary.", + "seed": 13328, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_2/index_3771_seed_13328_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02497849827632308, + "vlm_logprob": -0.02497849827632308, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.02497849827632308, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05565250292420387 + ], + "opposite_logprob_tokens": [ + -2.930652618408203 + ], + "logprob_reward": -0.05565250292420387, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05565250292420387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2023387849330902, + 0.09285607933998108, + 0.07259801030158997, + 0.040535684674978256, + 0.05320747196674347, + 0.027845727279782295, + 0.051058463752269745, + 0.26404762268066406, + 0.07459251582622528, + 0.12091968208551407 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.05565250292420387 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746964529156685 + ], + "opposite_logprob_tokens": [ + -5.006746768951416 + ], + "logprob_reward": -0.006746964529156685, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746964529156685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10114611685276031, + 0.05689137801527977, + 0.03757152706384659, + 0.02084418758749962, + 0.015567985363304615, + 0.025449933484196663, + 0.03627309575676918, + 0.07304250448942184, + 0.21387018263339996, + 0.4193430244922638 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.006746964529156685 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255098920315504 + ], + "opposite_logprob_tokens": [ + -5.255255222320557 + ], + "logprob_reward": -0.005255098920315504, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255098920315504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14810359477996826, + 0.09532403945922852, + 0.05164988711476326, + 0.07547001540660858, + 0.0451614111661911, + 0.026549747213721275, + 0.05379847437143326, + 0.07317201048135757, + 0.1350657343864441, + 0.29570505023002625 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.005255098920315504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043050382286310196 + ], + "opposite_logprob_tokens": [ + -3.1680502891540527 + ], + "logprob_reward": -0.043050382286310196, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043050382286310196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09583702683448792, + 0.04374890774488449, + 0.02921905927360058, + 0.03181508928537369, + 0.04541239142417908, + 0.007913273759186268, + 0.040005579590797424, + 0.23583434522151947, + 0.3444650173187256, + 0.12574931979179382 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.043050382286310196 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot slumped lifelessly across a heavy diagnostic chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot's body composed of polished white polymer panels and exposed gunmetal-gray mechanical joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a soft, ethereal blue light pulsate rhythmically from a circular translucent panel on the robot's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surrounding environment a cluttered studio illuminated by deep, shifting shadows cast by the blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, medium perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187542721629143 + ], + "opposite_logprob_tokens": [ + -4.264187335968018 + ], + "logprob_reward": -0.014187542721629143, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187542721629143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09002692997455597, + 0.065864197909832, + 0.04132535308599472, + 0.0276163499802351, + 0.03941543027758598, + 0.04890056699514389, + 0.10290321707725525, + 0.09651156514883041, + 0.24428701400756836, + 0.2431493103504181 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.014187542721629143 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_3/index_tensor([3184, 3184])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_3/index_tensor([3184, 3184])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7e9b6f8f2798bee142fdd449355fe1aff8a24f8b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_3/index_tensor([3184, 3184])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "grand drone camera, looking slightly upward, smoothly and sideways tracks an open-top anti-gravity chariot, steadily and calmly traversing the cascading night sky of a futuristic metropolis. Atop the chariot, Zhuge Liang stands poised, clad in a futuristic Hanfu garment crafted from deep blue nanofabric. The classic silhouette of the wide, wide-sleeved robe remains, but the robe is embellished with a pattern reminiscent of shimmering circuitry, and the wide cuffs and collar are inlaid with soft LED light strips. His signature long hair is held back by a simple metal crown. His face is calm and sagacious, his gaze deeply surveying the endless cyberpunk cityscape below. In his hand, he gently grasps a translucent holographic feather fan composed of blue data streams. The chariot he controls is constructed from a polished, obsidian-like alloy, its lines sleek and aggressive. Etched on its sides are glowing, classical auspicious cloud motifs, and beneath it, several anti-gravity thrusters emit a steady cyan glow. Below, towering, interlocking skyscrapers pierced the polluted clouds. Giant holographic billboards flashed animated dragons and shimmering Chinese characters. Countless small aircraft, like fireflies, darted through the airways between the buildings. The relentless drizzle cast a dazzling halo of neon light across the city. Against a cool backdrop, the entire scene was illuminated by neon hues of pink, cyan, and gold, creating a solemn, tranquil, and futuristic atmosphere.", + "seed": 8660, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_3/index_3184_seed_8660_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06784470677375794, + "vlm_logprob": -0.06784470677375794, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.06784470677375794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18721219897270203 + ], + "opposite_logprob_tokens": [ + -1.9372122287750244 + ], + "logprob_reward": -0.18721219897270203, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.18721219897270203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12401115894317627, + 0.03980588540434837, + 0.07493147253990173, + 0.1147797554731369, + 0.27695760130882263, + 0.07109643518924713, + 0.07983176410198212, + 0.05088866874575615, + 0.07837803661823273, + 0.08931925892829895 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.18721219897270203 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026381375268101692 + ], + "opposite_logprob_tokens": [ + -3.651381492614746 + ], + "logprob_reward": -0.026381375268101692, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026381375268101692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11153552681207657, + 0.05089113116264343, + 0.11919226497411728, + 0.22580073773860931, + 0.10214367508888245, + 0.048642970621585846, + 0.08385030180215836, + 0.08175408095121384, + 0.03331004083156586, + 0.14287932217121124 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.026381375268101692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620587058365345 + ], + "opposite_logprob_tokens": [ + -2.812058687210083 + ], + "logprob_reward": -0.0620587058365345, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620587058365345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14437954127788544, + 0.1288343369960785, + 0.09611569344997406, + 0.0732138454914093, + 0.036172881722450256, + 0.049771543592214584, + 0.15025925636291504, + 0.10962727665901184, + 0.0956243947148323, + 0.11600121110677719 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.0620587058365345 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638394996523857 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638394996523857, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638394996523857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17535793781280518, + 0.10777290165424347, + 0.11595393717288971, + 0.09476196020841599, + 0.09472856670618057, + 0.0862543061375618, + 0.10458777844905853, + 0.05054020509123802, + 0.08375109732151031, + 0.0862913653254509 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008638394996523857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549328587949276 + ], + "opposite_logprob_tokens": [ + -2.9299328327178955 + ], + "logprob_reward": -0.0549328587949276, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549328587949276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17996340990066528, + 0.07836931198835373, + 0.2724948823451996, + 0.07819841802120209, + 0.11605715751647949, + 0.07627011090517044, + 0.07534721493721008, + 0.026576781645417213, + 0.04559648782014847, + 0.05112629756331444 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0549328587949276 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "grand drone camera, looking slightly upward, smoothly and sideways tracks an open-top anti-gravity chariot, steadily and calmly traversing the cascading night sky of a futuristic metropolis. Atop the chariot, Zhuge Liang stands poised, clad in a futuristic Hanfu garment crafted from deep blue nanofabric. The classic silhouette of the wide, wide-sleeved robe remains, but the robe is embellished with a pattern reminiscent of shimmering circuitry, and the wide cuffs and collar are inlaid with soft LED light strips. His signature long hair is held back by a simple metal crown. His face is calm and sagacious, his gaze deeply surveying the endless cyberpunk cityscape below. In his hand, he gently grasps a translucent holographic feather fan composed of blue data streams. The chariot he controls is constructed from a polished, obsidian-like alloy, its lines sleek and aggressive. Etched on its sides are glowing, classical auspicious cloud motifs, and beneath it, several anti-gravity thrusters emit a steady cyan glow. Below, towering, interlocking skyscrapers pierced the polluted clouds. Giant holographic billboards flashed animated dragons and shimmering Chinese characters. Countless small aircraft, like fireflies, darted through the airways between the buildings. The relentless drizzle cast a dazzling halo of neon light across the city. Against a cool backdrop, the entire scene was illuminated by neon hues of pink, cyan, and gold, creating a solemn, tranquil, and futuristic atmosphere.", + "seed": 8661, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_3/index_3184_seed_8661_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08147780168801547, + "vlm_logprob": -0.08147780168801547, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.08147780168801547, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18988634645938873 + ], + "opposite_logprob_tokens": [ + -1.8148863315582275 + ], + "logprob_reward": -0.18988634645938873, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18988634645938873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14577053487300873, + 0.12092696875333786, + 0.09416157752275467, + 0.09558524191379547, + 0.07896845787763596, + 0.08135078847408295, + 0.1451658308506012, + 0.04107942432165146, + 0.13262371718883514, + 0.0643673986196518 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.18988634645938873 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004693895578384 + ], + "opposite_logprob_tokens": [ + -2.695046901702881 + ], + "logprob_reward": -0.07004693895578384, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004693895578384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0541335828602314, + 0.0701698362827301, + 0.08384953439235687, + 0.06384610384702682, + 0.03389279544353485, + 0.07670851051807404, + 0.06201353296637535, + 0.11064611375331879, + 0.3834930658340454, + 0.06124690920114517 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.07004693895578384 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486668162047863 + ], + "opposite_logprob_tokens": [ + -3.0486667156219482 + ], + "logprob_reward": -0.0486668162047863, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486668162047863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09785041958093643, + 0.2186003178358078, + 0.08776186406612396, + 0.10204443335533142, + 0.10574890673160553, + 0.12083244323730469, + 0.0835476964712143, + 0.046122513711452484, + 0.0644286498427391, + 0.07306275516748428 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.0486668162047863 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782706387341022 + ], + "opposite_logprob_tokens": [ + -4.634782791137695 + ], + "logprob_reward": -0.009782706387341022, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782706387341022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06823760271072388, + 0.14870035648345947, + 0.0891433134675026, + 0.089215949177742, + 0.07754331082105637, + 0.1325307935476303, + 0.0883239284157753, + 0.1179393008351326, + 0.13031820952892303, + 0.058047305792570114 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.009782706387341022 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890062004327774 + ], + "opposite_logprob_tokens": [ + -2.464006185531616 + ], + "logprob_reward": -0.0890062004327774, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890062004327774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06864236295223236, + 0.06923481822013855, + 0.21316023170948029, + 0.09277098625898361, + 0.07088463008403778, + 0.21791835129261017, + 0.02717043086886406, + 0.031772833317518234, + 0.11182976514101028, + 0.09661558270454407 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.0890062004327774 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "grand drone camera, looking slightly upward, smoothly and sideways tracks an open-top anti-gravity chariot, steadily and calmly traversing the cascading night sky of a futuristic metropolis. Atop the chariot, Zhuge Liang stands poised, clad in a futuristic Hanfu garment crafted from deep blue nanofabric. The classic silhouette of the wide, wide-sleeved robe remains, but the robe is embellished with a pattern reminiscent of shimmering circuitry, and the wide cuffs and collar are inlaid with soft LED light strips. His signature long hair is held back by a simple metal crown. His face is calm and sagacious, his gaze deeply surveying the endless cyberpunk cityscape below. In his hand, he gently grasps a translucent holographic feather fan composed of blue data streams. The chariot he controls is constructed from a polished, obsidian-like alloy, its lines sleek and aggressive. Etched on its sides are glowing, classical auspicious cloud motifs, and beneath it, several anti-gravity thrusters emit a steady cyan glow. Below, towering, interlocking skyscrapers pierced the polluted clouds. Giant holographic billboards flashed animated dragons and shimmering Chinese characters. Countless small aircraft, like fireflies, darted through the airways between the buildings. The relentless drizzle cast a dazzling halo of neon light across the city. Against a cool backdrop, the entire scene was illuminated by neon hues of pink, cyan, and gold, creating a solemn, tranquil, and futuristic atmosphere.", + "seed": 8662, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_3/index_3184_seed_8662_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.058221151027828454, + "vlm_logprob": -0.058221151027828454, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.058221151027828454, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1361464560031891 + ], + "opposite_logprob_tokens": [ + -2.3861465454101562 + ], + "logprob_reward": -0.1361464560031891, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1361464560031891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21670480072498322, + 0.1352585405111313, + 0.054261062294244766, + 0.07801844924688339, + 0.06964247673749924, + 0.03874962776899338, + 0.023255830630660057, + 0.026574714109301567, + 0.19342149794101715, + 0.16411305963993073 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.1361464560031891 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043113868683576584 + ], + "opposite_logprob_tokens": [ + -3.168113946914673 + ], + "logprob_reward": -0.043113868683576584, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043113868683576584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1550118327140808, + 0.12168756127357483, + 0.041979752480983734, + 0.04863828048110008, + 0.025676770135760307, + 0.05245860293507576, + 0.03407580405473709, + 0.018883924931287766, + 0.23670077323913574, + 0.26488664746284485 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.043113868683576584 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820462942123413 + ], + "opposite_logprob_tokens": [ + -4.018204689025879 + ], + "logprob_reward": -0.01820462942123413, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820462942123413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.174247607588768, + 0.1124788299202919, + 0.037400197237730026, + 0.04635201022028923, + 0.03470110520720482, + 0.03753848746418953, + 0.049745675176382065, + 0.02291206456720829, + 0.02822072058916092, + 0.4564032554626465 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.01820462942123413 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637439269572496 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637439269572496, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637439269572496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13545262813568115, + 0.060041483491659164, + 0.014320461079478264, + 0.02224077098071575, + 0.01300754863768816, + 0.016634544357657433, + 0.02162380889058113, + 0.012559750117361546, + 0.0782574787735939, + 0.6258614659309387 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.004637439269572496 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900336176156998 + ], + "opposite_logprob_tokens": [ + -2.464003324508667 + ], + "logprob_reward": -0.08900336176156998, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900336176156998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4623236358165741, + 0.07574307918548584, + 0.13907946646213531, + 0.02925409935414791, + 0.027678323909640312, + 0.03055601753294468, + 0.0915030837059021, + 0.029922347515821457, + 0.024638600647449493, + 0.08930128067731857 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.08900336176156998 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "grand drone camera, looking slightly upward, smoothly and sideways tracks an open-top anti-gravity chariot, steadily and calmly traversing the cascading night sky of a futuristic metropolis. Atop the chariot, Zhuge Liang stands poised, clad in a futuristic Hanfu garment crafted from deep blue nanofabric. The classic silhouette of the wide, wide-sleeved robe remains, but the robe is embellished with a pattern reminiscent of shimmering circuitry, and the wide cuffs and collar are inlaid with soft LED light strips. His signature long hair is held back by a simple metal crown. His face is calm and sagacious, his gaze deeply surveying the endless cyberpunk cityscape below. In his hand, he gently grasps a translucent holographic feather fan composed of blue data streams. The chariot he controls is constructed from a polished, obsidian-like alloy, its lines sleek and aggressive. Etched on its sides are glowing, classical auspicious cloud motifs, and beneath it, several anti-gravity thrusters emit a steady cyan glow. Below, towering, interlocking skyscrapers pierced the polluted clouds. Giant holographic billboards flashed animated dragons and shimmering Chinese characters. Countless small aircraft, like fireflies, darted through the airways between the buildings. The relentless drizzle cast a dazzling halo of neon light across the city. Against a cool backdrop, the entire scene was illuminated by neon hues of pink, cyan, and gold, creating a solemn, tranquil, and futuristic atmosphere.", + "seed": 8663, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_3/index_3184_seed_8663_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10880703516304494, + "vlm_logprob": -0.10880703516304494, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.10880703516304494, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.29443761706352234 + ], + "opposite_logprob_tokens": [ + -1.4194376468658447 + ], + "logprob_reward": -0.29443761706352234, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.29443761706352234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7003523707389832, + 0.014196996577084064, + 0.03251923620700836, + 0.017794080078601837, + 0.016896454617381096, + 0.07889405637979507, + 0.02955520711839199, + 0.010605981573462486, + 0.024701425805687904, + 0.07448413223028183 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.29443761706352234 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296343803405762 + ], + "opposite_logprob_tokens": [ + -2.2379634380340576 + ], + "logprob_reward": -0.11296343803405762, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296343803405762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2858599126338959, + 0.052841152995824814, + 0.021404067054390907, + 0.03517419844865799, + 0.06875570118427277, + 0.11804502457380295, + 0.061109259724617004, + 0.01718766801059246, + 0.019634874537587166, + 0.3199881911277771 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.11296343803405762 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206553801894188 + ], + "opposite_logprob_tokens": [ + -2.812065601348877 + ], + "logprob_reward": -0.06206553801894188, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206553801894188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44939765334129333, + 0.0855441689491272, + 0.054971855133771896, + 0.043448612093925476, + 0.07155116647481918, + 0.07407981157302856, + 0.03939545899629593, + 0.07382666319608688, + 0.030816931277513504, + 0.07696769386529922 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.06206553801894188 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541474774479866 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541474774479866, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541474774479866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5846390128135681, + 0.0225039254873991, + 0.022109072655439377, + 0.012295913882553577, + 0.020587151870131493, + 0.03195519745349884, + 0.01841643825173378, + 0.030962001532316208, + 0.012680241838097572, + 0.24385099112987518 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.012541474774479866 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view from a high drone angle looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera smoothly and sideways tracking an open-top anti-gravity chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Zhuge Liang visible wearing a deep blue nanofabric Hanfu with circuitry patterns and LED light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot made of polished obsidian-like alloy with glowing cyan anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic metropolis with towering skyscrapers, holographic billboards, and neon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062027107924222946 + ], + "opposite_logprob_tokens": [ + -2.8120272159576416 + ], + "logprob_reward": -0.062027107924222946, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062027107924222946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.878491997718811, + 0.024721220135688782, + 0.0072357202880084515, + 0.023445313796401024, + 0.008811019361019135, + 0.008984118700027466, + 0.0053964825347065926, + 0.006062407977879047, + 0.020726818591356277, + 0.016124920919537544 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.062027107924222946 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_4/index_tensor([8601, 8601])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_4/index_tensor([8601, 8601])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..545e658fe3e5d134981a3d8ff184a8e74cd13a6e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_4/index_tensor([8601, 8601])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle close-up captures a profoundly serene scene, rendered in a whimsical Ghibli style with muted colors. The focal point of the view is an ancient-looking boulder, its weathered, rounded surface almost entirely covered in a thick, velvety carpet of deep emerald moss, still shimmering with tiny, jewel-like droplets left behind by a recent rain shower. This solitary stone sits within a garden of meticulously raked white gravel. The smooth, pearly stones are arranged in gentle concentric waves, their damp surfaces now softly reflective. Above, the sky clears, fluffy, hand-painted white clouds revealing a soft azure. Arcing through this opening is a bright, vibrant rainbow, its distinctive bands of saturated color glowing warmly. The rising sun filters through the moist air, causing the moss to glow and softly casting the rainbow's vibrant colors onto the damp gravel below, creating a serene and magical atmosphere imbued with a tranquil sense of wonder.", + "seed": 5704, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_4/index_8601_seed_5704_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11288221594877541, + "vlm_logprob": -0.11288221594877541, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.11288221594877541, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38913989067077637 + ], + "opposite_logprob_tokens": [ + -1.1391398906707764 + ], + "logprob_reward": -0.38913989067077637, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38913989067077637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2825912535190582, + 0.12380218505859375, + 0.1102389395236969, + 0.04593600332736969, + 0.033747680485248566, + 0.06424923986196518, + 0.15680168569087982, + 0.08576476573944092, + 0.07426296919584274, + 0.022605281323194504 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.38913989067077637 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016084790229797363 + ], + "opposite_logprob_tokens": [ + -4.141084671020508 + ], + "logprob_reward": -0.016084790229797363, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016084790229797363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08061427623033524, + 0.21560120582580566, + 0.27354639768600464, + 0.01889142207801342, + 0.01965952292084694, + 0.04749426618218422, + 0.1509270966053009, + 0.13680973649024963, + 0.03499884158372879, + 0.021457182243466377 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.016084790229797363 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195065014064312 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.014195065014064312, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195065014064312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06758210062980652, + 0.12720878422260284, + 0.09626716375350952, + 0.06468657404184341, + 0.024925781413912773, + 0.016184108331799507, + 0.5361266732215881, + 0.02789945714175701, + 0.030117351561784744, + 0.009001916274428368 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.014195065014064312 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021984234917908907 + ], + "opposite_logprob_tokens": [ + -6.127198219299316 + ], + "logprob_reward": -0.0021984234917908907, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021984234917908907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09424970299005508, + 0.1486755609512329, + 0.45949220657348633, + 0.027009909972548485, + 0.026165788993239403, + 0.045045919716358185, + 0.05841464176774025, + 0.05369843915104866, + 0.047421619296073914, + 0.03982618451118469 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0021984234917908907 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279291033744812 + ], + "opposite_logprob_tokens": [ + -2.0177929401397705 + ], + "logprob_reward": -0.14279291033744812, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14279291033744812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07910344004631042, + 0.10126054286956787, + 0.05117497965693474, + 0.0899808257818222, + 0.045067306607961655, + 0.03636956214904785, + 0.3097706139087677, + 0.06166642904281616, + 0.15092989802360535, + 0.07467637211084366 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.14279291033744812 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up captures a profoundly serene scene, rendered in a whimsical Ghibli style with muted colors. The focal point of the view is an ancient-looking boulder, its weathered, rounded surface almost entirely covered in a thick, velvety carpet of deep emerald moss, still shimmering with tiny, jewel-like droplets left behind by a recent rain shower. This solitary stone sits within a garden of meticulously raked white gravel. The smooth, pearly stones are arranged in gentle concentric waves, their damp surfaces now softly reflective. Above, the sky clears, fluffy, hand-painted white clouds revealing a soft azure. Arcing through this opening is a bright, vibrant rainbow, its distinctive bands of saturated color glowing warmly. The rising sun filters through the moist air, causing the moss to glow and softly casting the rainbow's vibrant colors onto the damp gravel below, creating a serene and magical atmosphere imbued with a tranquil sense of wonder.", + "seed": 5705, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_4/index_8601_seed_5705_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10339325056411326, + "vlm_logprob": -0.10339325056411326, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.10339325056411326, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3906024992465973 + ], + "opposite_logprob_tokens": [ + -1.140602469444275 + ], + "logprob_reward": -0.3906024992465973, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3906024992465973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19888204336166382, + 0.09560278803110123, + 0.05619226023554802, + 0.0295306034386158, + 0.019711492583155632, + 0.13073886930942535, + 0.07508986443281174, + 0.15191438794136047, + 0.20599868893623352, + 0.03633899614214897 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.3906024992465973 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006759989075362682 + ], + "opposite_logprob_tokens": [ + -5.006760120391846 + ], + "logprob_reward": -0.006759989075362682, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006759989075362682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3470664620399475, + 0.16914039850234985, + 0.05786720663309097, + 0.0486978180706501, + 0.021301327273249626, + 0.11269935220479965, + 0.07871004194021225, + 0.05743596702814102, + 0.06218429654836655, + 0.04489712044596672 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.006759989075362682 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034018754959106 + ], + "opposite_logprob_tokens": [ + -2.3503401279449463 + ], + "logprob_reward": -0.10034018754959106, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034018754959106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39138951897621155, + 0.12264455109834671, + 0.05042959004640579, + 0.031628917902708054, + 0.02471975050866604, + 0.14018137753009796, + 0.06078290194272995, + 0.05340459570288658, + 0.07538806647062302, + 0.0494307242333889 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.10034018754959106 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197202691808343 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.003197202691808343, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197202691808343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17549024522304535, + 0.08904881775379181, + 0.13675135374069214, + 0.04335074871778488, + 0.03945719823241234, + 0.15876135230064392, + 0.05852420628070831, + 0.11476398259401321, + 0.13266770541667938, + 0.05118437111377716 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.003197202691808343 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066374257206917 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.016066374257206917, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066374257206917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3991280496120453, + 0.09698967635631561, + 0.0899810642004013, + 0.04414311423897743, + 0.03573322296142578, + 0.05244927853345871, + 0.08633729815483093, + 0.08982935547828674, + 0.050536129623651505, + 0.054872818291187286 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.016066374257206917 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up captures a profoundly serene scene, rendered in a whimsical Ghibli style with muted colors. The focal point of the view is an ancient-looking boulder, its weathered, rounded surface almost entirely covered in a thick, velvety carpet of deep emerald moss, still shimmering with tiny, jewel-like droplets left behind by a recent rain shower. This solitary stone sits within a garden of meticulously raked white gravel. The smooth, pearly stones are arranged in gentle concentric waves, their damp surfaces now softly reflective. Above, the sky clears, fluffy, hand-painted white clouds revealing a soft azure. Arcing through this opening is a bright, vibrant rainbow, its distinctive bands of saturated color glowing warmly. The rising sun filters through the moist air, causing the moss to glow and softly casting the rainbow's vibrant colors onto the damp gravel below, creating a serene and magical atmosphere imbued with a tranquil sense of wonder.", + "seed": 5706, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_4/index_8601_seed_5706_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11118805194273591, + "vlm_logprob": -0.11118805194273591, + "vlm_yes_no_margin": 3.1499999880790712, + "vlm_token_credit": -0.11118805194273591, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4313505291938782 + ], + "opposite_logprob_tokens": [ + -1.0563504695892334 + ], + "logprob_reward": -0.4313505291938782, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.4313505291938782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40838202834129333, + 0.11431355774402618, + 0.09013757854700089, + 0.1721060872077942, + 0.06574941426515579, + 0.019409170374274254, + 0.016751568764448166, + 0.05118380859494209, + 0.03330133110284805, + 0.028665442019701004 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.4313505291938782 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006757739465683699 + ], + "opposite_logprob_tokens": [ + -5.006757736206055 + ], + "logprob_reward": -0.006757739465683699, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006757739465683699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47859758138656616, + 0.07450006902217865, + 0.028116440400481224, + 0.1346639096736908, + 0.0317469947040081, + 0.015680896118283272, + 0.013884398154914379, + 0.045468468219041824, + 0.018476050347089767, + 0.15886518359184265 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.006757739465683699 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865739122033119 + ], + "opposite_logprob_tokens": [ + -3.0486574172973633 + ], + "logprob_reward": -0.04865739122033119, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865739122033119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09426498413085938, + 0.10536103695631027, + 0.10351409018039703, + 0.09985077381134033, + 0.03826622664928436, + 0.014115704223513603, + 0.013159709982573986, + 0.0550462044775486, + 0.034775909036397934, + 0.44164538383483887 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.04865739122033119 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498047545552254 + ], + "opposite_logprob_tokens": [ + -2.929980516433716 + ], + "logprob_reward": -0.05498047545552254, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498047545552254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14184892177581787, + 0.11542369425296783, + 0.11524301022291183, + 0.25783470273017883, + 0.14536790549755096, + 0.04043477773666382, + 0.01747569814324379, + 0.030405409634113312, + 0.029340654611587524, + 0.10662525147199631 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.05498047545552254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419412437826395 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.01419412437826395, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419412437826395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33844953775405884, + 0.25976622104644775, + 0.05366620793938637, + 0.0969865545630455, + 0.0711543932557106, + 0.01911972090601921, + 0.04107445478439331, + 0.048684921115636826, + 0.03415578603744507, + 0.03694220632314682 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.01419412437826395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up captures a profoundly serene scene, rendered in a whimsical Ghibli style with muted colors. The focal point of the view is an ancient-looking boulder, its weathered, rounded surface almost entirely covered in a thick, velvety carpet of deep emerald moss, still shimmering with tiny, jewel-like droplets left behind by a recent rain shower. This solitary stone sits within a garden of meticulously raked white gravel. The smooth, pearly stones are arranged in gentle concentric waves, their damp surfaces now softly reflective. Above, the sky clears, fluffy, hand-painted white clouds revealing a soft azure. Arcing through this opening is a bright, vibrant rainbow, its distinctive bands of saturated color glowing warmly. The rising sun filters through the moist air, causing the moss to glow and softly casting the rainbow's vibrant colors onto the damp gravel below, creating a serene and magical atmosphere imbued with a tranquil sense of wonder.", + "seed": 5707, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_4/index_8601_seed_5707_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06659865016117691, + "vlm_logprob": -0.06659865016117691, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.06659865016117691, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25394099950790405 + ], + "opposite_logprob_tokens": [ + -1.5039410591125488 + ], + "logprob_reward": -0.25394099950790405, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25394099950790405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3033718764781952, + 0.21079741418361664, + 0.038317542523145676, + 0.0399259477853775, + 0.05028805881738663, + 0.10208769142627716, + 0.09782417118549347, + 0.031801339238882065, + 0.0901397094130516, + 0.03544623404741287 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.25394099950790405 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004114259034395218 + ], + "opposite_logprob_tokens": [ + -5.504114151000977 + ], + "logprob_reward": -0.004114259034395218, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004114259034395218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24435260891914368, + 0.328003853559494, + 0.0313996858894825, + 0.05343886464834213, + 0.025855641812086105, + 0.05667229741811752, + 0.17374514043331146, + 0.04196030646562576, + 0.011919807642698288, + 0.03265177458524704 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.004114259034395218 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062057022005319595 + ], + "opposite_logprob_tokens": [ + -2.8120570182800293 + ], + "logprob_reward": -0.062057022005319595, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062057022005319595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27045321464538574, + 0.21149320900440216, + 0.02901521697640419, + 0.044833987951278687, + 0.09667357057332993, + 0.08806318044662476, + 0.15883947908878326, + 0.07351566851139069, + 0.017396260052919388, + 0.00971626490354538 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.062057022005319595 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254150368273258 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254150368273258, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254150368273258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25969311594963074, + 0.03824266046285629, + 0.04761973395943642, + 0.1005483865737915, + 0.15862919390201569, + 0.1655522882938385, + 0.06380592286586761, + 0.09008781611919403, + 0.016944289207458496, + 0.05887666717171669 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.005254150368273258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a whimsical Ghibli style with muted colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point an ancient-looking boulder covered in deep emerald moss with tiny droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boulder situated in a garden of meticulously raked white gravel arranged in concentric waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, vibrant rainbow arcing through the sky with saturated color bands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076268198899924755 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.0076268198899924755, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076268198899924755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1926887482404709, + 0.1677982658147812, + 0.0393158458173275, + 0.10878567397594452, + 0.2021598070859909, + 0.16097337007522583, + 0.02304026111960411, + 0.015178351663053036, + 0.011819025501608849, + 0.07824060320854187 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0076268198899924755 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_5/index_tensor([9209, 9209])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_5/index_tensor([9209, 9209])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2195318e4128f67aa73a439d83e157ee3dc5d4f9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_5/index_tensor([9209, 9209])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a slightly overhead medium shot, then slowly pans forward to focus on a professional chef in a crisp white uniform and tall hat. He concentrates, wielding a gleaming stainless steel ladle, carefully pouring a ladleful of rich, amber-colored broth into a dark stoneware casserole heating on the stovetop. As the hot broth pours in, the meat and lush green vegetables already in the pot gently tumble in the bubbling broth. Puffs of white steam rise from the pot's rim, illuminating it with a warm yellow spotlight overhead, transforming into a visible, lingering cloud of aroma. The camera steadily pans forward, ultimately capturing an extreme close-up of the bubbling, oily broth within the casserole, each bubble visible as it bursts. The chef's profile is clearly outlined. He stares intently at the food in the pot, his eyes full of precise control of the heat. The whole picture, set against warm colors, creates a warm, quiet and craftsman-like cooking atmosphere, as if you can smell the tempting aroma through the screen.", + "seed": 26456, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_5/index_9209_seed_26456_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.26355280820280313, + "vlm_logprob": -0.26355280820280313, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.26355280820280313, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8265604376792908 + ], + "opposite_logprob_tokens": [ + -0.5765604376792908 + ], + "logprob_reward": -0.8265604376792908, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8265604376792908, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16142210364341736, + 0.03530694544315338, + 0.12537743151187897, + 0.11424020677804947, + 0.0975051298737526, + 0.05765383318066597, + 0.054992083460092545, + 0.0529773011803627, + 0.27272966504096985, + 0.027795370668172836 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.8265604376792908 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040973365306854 + ], + "opposite_logprob_tokens": [ + -1.910409688949585 + ], + "logprob_reward": -0.16040973365306854, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040973365306854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07059064507484436, + 0.07493261992931366, + 0.21584530174732208, + 0.06349880993366241, + 0.028060222044587135, + 0.04483375698328018, + 0.15883056819438934, + 0.022948747500777245, + 0.2864384651184082, + 0.034020863473415375 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.16040973365306854 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31351199746131897 + ], + "opposite_logprob_tokens": [ + -1.3135119676589966 + ], + "logprob_reward": -0.31351199746131897, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31351199746131897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10898665338754654, + 0.04797494038939476, + 0.06049714982509613, + 0.15465085208415985, + 0.05311766639351845, + 0.05106109753251076, + 0.07018891721963882, + 0.07551968842744827, + 0.3055901527404785, + 0.0724128782749176 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.31351199746131897 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642295375466347 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642295375466347, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642295375466347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03811543434858322, + 0.045770905911922455, + 0.022666364908218384, + 0.08788660168647766, + 0.03240654245018959, + 0.08442047983407974, + 0.19805344939231873, + 0.07892202585935593, + 0.3958144187927246, + 0.015943782404065132 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.008642295375466347 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639576844871044 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008639576844871044, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639576844871044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12226110696792603, + 0.0588153675198555, + 0.04004223272204399, + 0.31201332807540894, + 0.017852067947387695, + 0.027096008881926537, + 0.028964901342988014, + 0.03217441216111183, + 0.31240108609199524, + 0.048379380255937576 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.008639576844871044 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a slightly overhead medium shot, then slowly pans forward to focus on a professional chef in a crisp white uniform and tall hat. He concentrates, wielding a gleaming stainless steel ladle, carefully pouring a ladleful of rich, amber-colored broth into a dark stoneware casserole heating on the stovetop. As the hot broth pours in, the meat and lush green vegetables already in the pot gently tumble in the bubbling broth. Puffs of white steam rise from the pot's rim, illuminating it with a warm yellow spotlight overhead, transforming into a visible, lingering cloud of aroma. The camera steadily pans forward, ultimately capturing an extreme close-up of the bubbling, oily broth within the casserole, each bubble visible as it bursts. The chef's profile is clearly outlined. He stares intently at the food in the pot, his eyes full of precise control of the heat. The whole picture, set against warm colors, creates a warm, quiet and craftsman-like cooking atmosphere, as if you can smell the tempting aroma through the screen.", + "seed": 26457, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_5/index_9209_seed_26457_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.35094003677368163, + "vlm_logprob": -0.35094003677368163, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.35094003677368163, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5024166107177734 + ], + "opposite_logprob_tokens": [ + -0.25241661071777344 + ], + "logprob_reward": -1.5024166107177734, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5024166107177734, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22084185481071472, + 0.231008380651474, + 0.03674395754933357, + 0.07657676935195923, + 0.039135631173849106, + 0.06966706365346909, + 0.2554326057434082, + 0.021710410714149475, + 0.024544939398765564, + 0.02433839440345764 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -1.5024166107177734 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18000724911689758 + ], + "opposite_logprob_tokens": [ + -1.8050072193145752 + ], + "logprob_reward": -0.18000724911689758, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18000724911689758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14951391518115997, + 0.10935714840888977, + 0.05104497820138931, + 0.08424406498670578, + 0.12542666494846344, + 0.04498099163174629, + 0.08122994750738144, + 0.07565933465957642, + 0.11626226454973221, + 0.16228075325489044 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.18000724911689758 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026381608098745346 + ], + "opposite_logprob_tokens": [ + -3.651381492614746 + ], + "logprob_reward": -0.026381608098745346, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026381608098745346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11275624483823776, + 0.05343824252486229, + 0.05726613849401474, + 0.05684560537338257, + 0.03334655240178108, + 0.03306321054697037, + 0.25193870067596436, + 0.05217273160815239, + 0.1509028822183609, + 0.19826970994472504 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.026381608098745346 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029816025868058205 + ], + "opposite_logprob_tokens": [ + -3.529815912246704 + ], + "logprob_reward": -0.029816025868058205, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029816025868058205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16604496538639069, + 0.39717552065849304, + 0.03426862508058548, + 0.07658423483371735, + 0.0810314491391182, + 0.04839152470231056, + 0.06164807826280594, + 0.0831029936671257, + 0.018783900886774063, + 0.03296864777803421 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.029816025868058205 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078690066933632 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.016078690066933632, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078690066933632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06483263522386551, + 0.5760188698768616, + 0.03573266789317131, + 0.04290499910712242, + 0.03175647184252739, + 0.043965764343738556, + 0.1289370059967041, + 0.030592791736125946, + 0.017955277115106583, + 0.027303509414196014 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.016078690066933632 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a slightly overhead medium shot, then slowly pans forward to focus on a professional chef in a crisp white uniform and tall hat. He concentrates, wielding a gleaming stainless steel ladle, carefully pouring a ladleful of rich, amber-colored broth into a dark stoneware casserole heating on the stovetop. As the hot broth pours in, the meat and lush green vegetables already in the pot gently tumble in the bubbling broth. Puffs of white steam rise from the pot's rim, illuminating it with a warm yellow spotlight overhead, transforming into a visible, lingering cloud of aroma. The camera steadily pans forward, ultimately capturing an extreme close-up of the bubbling, oily broth within the casserole, each bubble visible as it bursts. The chef's profile is clearly outlined. He stares intently at the food in the pot, his eyes full of precise control of the heat. The whole picture, set against warm colors, creates a warm, quiet and craftsman-like cooking atmosphere, as if you can smell the tempting aroma through the screen.", + "seed": 26458, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_5/index_9209_seed_26458_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4653800569474697, + "vlm_logprob": -0.4653800569474697, + "vlm_yes_no_margin": 1.95, + "vlm_token_credit": -0.4653800569474697, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.018012285232544 + ], + "opposite_logprob_tokens": [ + -0.14301228523254395 + ], + "logprob_reward": -2.018012285232544, + "yes_no_margin_reward": -1.875, + "token_credit_reward": -2.018012285232544, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2589218318462372, + 0.09997732192277908, + 0.14628402888774872, + 0.02746136672794819, + 0.03636639937758446, + 0.08684199303388596, + 0.12535640597343445, + 0.08982577174901962, + 0.043004244565963745, + 0.08596064895391464 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -2.018012285232544 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18005873262882233 + ], + "opposite_logprob_tokens": [ + -1.8050587177276611 + ], + "logprob_reward": -0.18005873262882233, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18005873262882233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26802298426628113, + 0.055336881428956985, + 0.07346776127815247, + 0.03365994617342949, + 0.22415590286254883, + 0.04994143918156624, + 0.0884053111076355, + 0.06491006910800934, + 0.049786537885665894, + 0.09231318533420563 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.18005873262882233 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373889997601509 + ], + "opposite_logprob_tokens": [ + -3.408738851547241 + ], + "logprob_reward": -0.03373889997601509, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373889997601509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1698869913816452, + 0.05379744619131088, + 0.04584068804979324, + 0.06353513151407242, + 0.13409993052482605, + 0.10073214024305344, + 0.0397053137421608, + 0.1355036348104477, + 0.1095791682600975, + 0.14731961488723755 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.03373889997601509 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901015132665634 + ], + "opposite_logprob_tokens": [ + -2.579010248184204 + ], + "logprob_reward": -0.07901015132665634, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901015132665634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17766113579273224, + 0.07521779835224152, + 0.09677353501319885, + 0.08902721107006073, + 0.07190728932619095, + 0.053246304392814636, + 0.03868923708796501, + 0.08229604363441467, + 0.07584431767463684, + 0.23933708667755127 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.07901015132665634 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080215573310852 + ], + "opposite_logprob_tokens": [ + -4.141080379486084 + ], + "logprob_reward": -0.016080215573310852, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080215573310852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14741374552249908, + 0.08523815870285034, + 0.1667068898677826, + 0.07466494292020798, + 0.09833241254091263, + 0.10697146505117416, + 0.07149803638458252, + 0.039311978965997696, + 0.07652176171541214, + 0.13334053754806519 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.016080215573310852 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a slightly overhead medium shot, then slowly pans forward to focus on a professional chef in a crisp white uniform and tall hat. He concentrates, wielding a gleaming stainless steel ladle, carefully pouring a ladleful of rich, amber-colored broth into a dark stoneware casserole heating on the stovetop. As the hot broth pours in, the meat and lush green vegetables already in the pot gently tumble in the bubbling broth. Puffs of white steam rise from the pot's rim, illuminating it with a warm yellow spotlight overhead, transforming into a visible, lingering cloud of aroma. The camera steadily pans forward, ultimately capturing an extreme close-up of the bubbling, oily broth within the casserole, each bubble visible as it bursts. The chef's profile is clearly outlined. He stares intently at the food in the pot, his eyes full of precise control of the heat. The whole picture, set against warm colors, creates a warm, quiet and craftsman-like cooking atmosphere, as if you can smell the tempting aroma through the screen.", + "seed": 26459, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_5/index_9209_seed_26459_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2806554477661848, + "vlm_logprob": -0.2806554477661848, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.2806554477661848, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2240564823150635 + ], + "opposite_logprob_tokens": [ + -0.3490564823150635 + ], + "logprob_reward": -1.2240564823150635, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2240564823150635, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11358892917633057, + 0.044614437967538834, + 0.07395458966493607, + 0.19806841015815735, + 0.2924058437347412, + 0.035978399217128754, + 0.09875299781560898, + 0.05285284295678139, + 0.04370616748929024, + 0.04607730358839035 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -1.2240564823150635 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.070071280002594 + ], + "opposite_logprob_tokens": [ + -2.695071220397949 + ], + "logprob_reward": -0.070071280002594, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.070071280002594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0665426030755043, + 0.11314509063959122, + 0.0817454531788826, + 0.18051926791667938, + 0.1814475953578949, + 0.05315751954913139, + 0.13516080379486084, + 0.07268129289150238, + 0.06928275525569916, + 0.046317603439092636 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.070071280002594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038118183612823486 + ], + "opposite_logprob_tokens": [ + -3.2881181240081787 + ], + "logprob_reward": -0.038118183612823486, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038118183612823486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08514049649238586, + 0.10737870633602142, + 0.0553627535700798, + 0.03870071470737457, + 0.12943142652511597, + 0.050076864659786224, + 0.17582978308200836, + 0.19777911901474, + 0.12007513642311096, + 0.04022495076060295 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.038118183612823486 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054961517453193665 + ], + "opposite_logprob_tokens": [ + -2.9299614429473877 + ], + "logprob_reward": -0.054961517453193665, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054961517453193665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.251484751701355, + 0.05144955962896347, + 0.044348809868097305, + 0.04286873713135719, + 0.10742180049419403, + 0.06117917597293854, + 0.0689890906214714, + 0.1226922869682312, + 0.05232197791337967, + 0.1972438395023346 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.054961517453193665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional chef wearing a crisp white uniform and a tall hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chef holding a gleaming stainless steel ladle and pouring amber-colored broth into a dark stoneware casserole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show meat and lush green vegetables tumbling in the bubbling broth inside the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slightly overhead medium shot and slowly pan forward to an extreme close-up of the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are puffs of white steam rising from the pot's rim, illuminated by a warm yellow spotlight overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069775447249413 + ], + "opposite_logprob_tokens": [ + -4.1410698890686035 + ], + "logprob_reward": -0.016069775447249413, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069775447249413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09758394211530685, + 0.0466228723526001, + 0.0736178308725357, + 0.07740683108568192, + 0.10304657369852066, + 0.05779876559972763, + 0.29691702127456665, + 0.09244489669799805, + 0.09159975498914719, + 0.06296148896217346 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.016069775447249413 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_6/index_tensor([8300, 8300])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_6/index_tensor([8300, 8300])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..879c1b470500bbb3ca40dff7c62aae90240cccbd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_6/index_tensor([8300, 8300])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a medium shot at eye level, the camera moves smoothly to the right, tracking a newspaper as it glides almost weightlessly across a cityscape. The paper, a slightly yellowed broadsheet with frayed edges, billows and twirls in the breeze, its fibrous texture visible as it momentarily catches the light, revealing a bold black headline and a faint impression of a faded monochrome photograph. Its graceful journey is emphasized by a natural motion blur that softens its edges and background, focusing the viewer's attention on its fluid, dance-like movement as it undulates. The scene is set on a quiet city street corner during golden hour, where warm, low-angle sunlight flows between brick buildings and casts long, dramatic shadows across the wet asphalt. The predominant color palette is warm and cinematic, with the golden light illuminating the dust in the air and making the newspaper the brightest element in the frame, creating an overall atmosphere of quiet, poetic solitude that captures a fleeting moment of unexpected beauty.", + "seed": 14645, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_6/index_8300_seed_14645_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08610898479819298, + "vlm_logprob": -0.08610898479819298, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.08610898479819298, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.30891987681388855 + ], + "opposite_logprob_tokens": [ + -1.433919906616211 + ], + "logprob_reward": -0.30891987681388855, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.30891987681388855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15330290794372559, + 0.07706921547651291, + 0.13334281742572784, + 0.08026213198900223, + 0.1626078188419342, + 0.11089123040437698, + 0.059099771082401276, + 0.037953540682792664, + 0.1265425831079483, + 0.05892794579267502 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.30891987681388855 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869122803211212 + ], + "opposite_logprob_tokens": [ + -3.0486912727355957 + ], + "logprob_reward": -0.04869122803211212, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869122803211212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1253206580877304, + 0.06321462988853455, + 0.06625402718782425, + 0.14323322474956512, + 0.1572658270597458, + 0.1842864602804184, + 0.11271651089191437, + 0.07145621627569199, + 0.0341564416885376, + 0.04209606349468231 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.04869122803211212 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026363378390669823 + ], + "opposite_logprob_tokens": [ + -3.6513633728027344 + ], + "logprob_reward": -0.026363378390669823, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026363378390669823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15567490458488464, + 0.1010897308588028, + 0.0852520540356636, + 0.04939725250005722, + 0.14255712926387787, + 0.16754107177257538, + 0.12132792919874191, + 0.07846786826848984, + 0.03654814884066582, + 0.06214389204978943 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.026363378390669823 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291800171136856 + ], + "opposite_logprob_tokens": [ + -3.773291826248169 + ], + "logprob_reward": -0.023291800171136856, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291800171136856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08314613252878189, + 0.05159052461385727, + 0.31429192423820496, + 0.06549759209156036, + 0.10322029888629913, + 0.09018300473690033, + 0.17831918597221375, + 0.03284691274166107, + 0.037112731486558914, + 0.04379171133041382 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.023291800171136856 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327864058315754 + ], + "opposite_logprob_tokens": [ + -3.7732787132263184 + ], + "logprob_reward": -0.02327864058315754, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327864058315754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16466966271400452, + 0.0527120865881443, + 0.04762030765414238, + 0.05308898538351059, + 0.11266611516475677, + 0.2552158236503601, + 0.17188750207424164, + 0.08221638202667236, + 0.028478752821683884, + 0.03144441545009613 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.02327864058315754 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a medium shot at eye level, the camera moves smoothly to the right, tracking a newspaper as it glides almost weightlessly across a cityscape. The paper, a slightly yellowed broadsheet with frayed edges, billows and twirls in the breeze, its fibrous texture visible as it momentarily catches the light, revealing a bold black headline and a faint impression of a faded monochrome photograph. Its graceful journey is emphasized by a natural motion blur that softens its edges and background, focusing the viewer's attention on its fluid, dance-like movement as it undulates. The scene is set on a quiet city street corner during golden hour, where warm, low-angle sunlight flows between brick buildings and casts long, dramatic shadows across the wet asphalt. The predominant color palette is warm and cinematic, with the golden light illuminating the dust in the air and making the newspaper the brightest element in the frame, creating an overall atmosphere of quiet, poetic solitude that captures a fleeting moment of unexpected beauty.", + "seed": 14646, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_6/index_8300_seed_14646_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18746407497674228, + "vlm_logprob": -0.18746407497674228, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.18746407497674228, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7009891867637634 + ], + "opposite_logprob_tokens": [ + -0.7009891867637634 + ], + "logprob_reward": -0.7009891867637634, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7009891867637634, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2004355639219284, + 0.260845422744751, + 0.08705326914787292, + 0.1686890572309494, + 0.0404910147190094, + 0.10116566717624664, + 0.07063063979148865, + 0.030073437839746475, + 0.019905779510736465, + 0.020710192620754242 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.7009891867637634 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706485390663147 + ], + "opposite_logprob_tokens": [ + -2.1270649433135986 + ], + "logprob_reward": -0.12706485390663147, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706485390663147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.233486607670784, + 0.15831370651721954, + 0.07811060547828674, + 0.08037134259939194, + 0.048166997730731964, + 0.16432596743106842, + 0.05898410081863403, + 0.09234899282455444, + 0.025263071060180664, + 0.060628633946180344 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.12706485390663147 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075288876891136 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075288876891136, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075288876891136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20162691175937653, + 0.06812558323144913, + 0.20308589935302734, + 0.09161892533302307, + 0.03738813102245331, + 0.19572027027606964, + 0.049978192895650864, + 0.08446795493364334, + 0.029869122430682182, + 0.038119055330753326 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.016075288876891136 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900068163871765 + ], + "opposite_logprob_tokens": [ + -2.57900071144104 + ], + "logprob_reward": -0.07900068163871765, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900068163871765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15349547564983368, + 0.1347653567790985, + 0.15743331611156464, + 0.04557950422167778, + 0.07342897355556488, + 0.049670618027448654, + 0.08044244349002838, + 0.2547314465045929, + 0.012137121520936489, + 0.038315825164318085 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.07900068163871765 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190363697707653 + ], + "opposite_logprob_tokens": [ + -4.264190196990967 + ], + "logprob_reward": -0.014190363697707653, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190363697707653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15290385484695435, + 0.08861766010522842, + 0.16898775100708008, + 0.043251074850559235, + 0.06043882295489311, + 0.20094949007034302, + 0.10881736874580383, + 0.06600457429885864, + 0.02594495750963688, + 0.08408448100090027 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.014190363697707653 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a medium shot at eye level, the camera moves smoothly to the right, tracking a newspaper as it glides almost weightlessly across a cityscape. The paper, a slightly yellowed broadsheet with frayed edges, billows and twirls in the breeze, its fibrous texture visible as it momentarily catches the light, revealing a bold black headline and a faint impression of a faded monochrome photograph. Its graceful journey is emphasized by a natural motion blur that softens its edges and background, focusing the viewer's attention on its fluid, dance-like movement as it undulates. The scene is set on a quiet city street corner during golden hour, where warm, low-angle sunlight flows between brick buildings and casts long, dramatic shadows across the wet asphalt. The predominant color palette is warm and cinematic, with the golden light illuminating the dust in the air and making the newspaper the brightest element in the frame, creating an overall atmosphere of quiet, poetic solitude that captures a fleeting moment of unexpected beauty.", + "seed": 14647, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_6/index_8300_seed_14647_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1311315918341279, + "vlm_logprob": -0.1311315918341279, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.1311315918341279, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5845292806625366 + ], + "opposite_logprob_tokens": [ + -0.8345292806625366 + ], + "logprob_reward": -0.5845292806625366, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5845292806625366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3174981474876404, + 0.13462910056114197, + 0.07053706794977188, + 0.07721957564353943, + 0.14629197120666504, + 0.051242414861917496, + 0.024950815364718437, + 0.05335656926035881, + 0.06501349806785583, + 0.05926084890961647 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.5845292806625366 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430787019431591 + ], + "opposite_logprob_tokens": [ + -3.168078660964966 + ], + "logprob_reward": -0.0430787019431591, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430787019431591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19195948541164398, + 0.16283203661441803, + 0.059680141508579254, + 0.10637984424829483, + 0.06972791254520416, + 0.037076521664857864, + 0.05764535441994667, + 0.19786319136619568, + 0.02798616513609886, + 0.08884931355714798 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0430787019431591 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738083902746439 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738083902746439, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738083902746439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1078837662935257, + 0.18394331634044647, + 0.1773364096879959, + 0.08007532358169556, + 0.09585323184728622, + 0.05097164586186409, + 0.028832675889134407, + 0.1683844029903412, + 0.05304917320609093, + 0.05367008224129677 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.006738083902746439 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064027324318886 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.016064027324318886, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064027324318886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06647154688835144, + 0.1395178586244583, + 0.10849475115537643, + 0.19906502962112427, + 0.05262728035449982, + 0.05565115064382553, + 0.07200337946414948, + 0.17538172006607056, + 0.0636916309595108, + 0.06709567457437515 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.016064027324318886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247865337878466 + ], + "opposite_logprob_tokens": [ + -5.255248069763184 + ], + "logprob_reward": -0.005247865337878466, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247865337878466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13483525812625885, + 0.15720325708389282, + 0.09855937957763672, + 0.1004960760474205, + 0.09400437027215958, + 0.03543983772397041, + 0.03596013784408569, + 0.0492948442697525, + 0.06258970499038696, + 0.23161716759204865 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.005247865337878466 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a medium shot at eye level, the camera moves smoothly to the right, tracking a newspaper as it glides almost weightlessly across a cityscape. The paper, a slightly yellowed broadsheet with frayed edges, billows and twirls in the breeze, its fibrous texture visible as it momentarily catches the light, revealing a bold black headline and a faint impression of a faded monochrome photograph. Its graceful journey is emphasized by a natural motion blur that softens its edges and background, focusing the viewer's attention on its fluid, dance-like movement as it undulates. The scene is set on a quiet city street corner during golden hour, where warm, low-angle sunlight flows between brick buildings and casts long, dramatic shadows across the wet asphalt. The predominant color palette is warm and cinematic, with the golden light illuminating the dust in the air and making the newspaper the brightest element in the frame, creating an overall atmosphere of quiet, poetic solitude that captures a fleeting moment of unexpected beauty.", + "seed": 14648, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_6/index_8300_seed_14648_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11106794066727162, + "vlm_logprob": -0.11106794066727162, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.11106794066727162, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4810419976711273 + ], + "opposite_logprob_tokens": [ + -0.9810420274734497 + ], + "logprob_reward": -0.4810419976711273, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4810419976711273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20565561950206757, + 0.0856480821967125, + 0.1217670664191246, + 0.06159498915076256, + 0.09704869240522385, + 0.12349206209182739, + 0.07930809259414673, + 0.05245126783847809, + 0.13799768686294556, + 0.035036493092775345 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.4810419976711273 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308383911848068 + ], + "opposite_logprob_tokens": [ + -3.168083906173706 + ], + "logprob_reward": -0.04308383911848068, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308383911848068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1364520788192749, + 0.10601145774126053, + 0.12670789659023285, + 0.06293395161628723, + 0.05840064212679863, + 0.0690523311495781, + 0.11893854290246964, + 0.05792398750782013, + 0.22096894681453705, + 0.042610205709934235 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.04308383911848068 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420164667069912 + ], + "opposite_logprob_tokens": [ + -4.264201641082764 + ], + "logprob_reward": -0.01420164667069912, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420164667069912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14587974548339844, + 0.0633673220872879, + 0.0945872813463211, + 0.08140161633491516, + 0.08694729208946228, + 0.04815495386719704, + 0.04625815525650978, + 0.10464147478342056, + 0.25161322951316833, + 0.07714886963367462 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.01420164667069912 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594525970518589 + ], + "opposite_logprob_tokens": [ + -5.130945205688477 + ], + "logprob_reward": -0.00594525970518589, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594525970518589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1730659306049347, + 0.1062442734837532, + 0.16060087084770203, + 0.1676066815853119, + 0.05312987416982651, + 0.13342127203941345, + 0.04069025069475174, + 0.02585730142891407, + 0.08726491034030914, + 0.052118606865406036 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.00594525970518589 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly to the right while tracking a newspaper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the newspaper a slightly yellowed broadsheet with frayed edges and visible fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a quiet city street corner during golden hour with warm, low-angle sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the newspaper glide across the wet asphalt while billowing and twirling in the breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011066960170865059 + ], + "opposite_logprob_tokens": [ + -4.511066913604736 + ], + "logprob_reward": -0.011066960170865059, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011066960170865059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1189301386475563, + 0.07809601724147797, + 0.06532241404056549, + 0.06250395625829697, + 0.09139291942119598, + 0.07125015556812286, + 0.16628579795360565, + 0.08588230609893799, + 0.17703287303447723, + 0.08330346643924713 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.011066960170865059 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_7/index_tensor([980, 980])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_7/index_tensor([980, 980])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ca6ae7c88aeb1e1b7302c95ec0ae95d91bb08eec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_7/index_tensor([980, 980])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up opens on a weathered wooden windowsill, where a single, paper-thin flake of dried, pale blue paint clings precariously to the splintered surface. The camera remains still, capturing the fragile, curled texture of the paint flake, its surface a miniature landscape of fine cracks, before it separates from the aging wood. A gentle draft, carrying dust particles illuminated by a beam of warm afternoon sunlight, disturbs the flake. It sways for a moment, then gently separates. As the flake begins its downward drift, the camera initiates a slow, precise vertical tilt, following the object's descent from the ledge. The flake tumbles and swirls in a slow, unpredictable pattern, its descent determined by air resistance, its pale surface catching and reflecting golden light. The camera tracks its entire journey until it settles with weightless silence onto the dark, dusty floor surface below, creating a tranquil and contemplative atmosphere focused on a quiet moment of decay.", + "seed": 30193, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_7/index_980_seed_30193_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.022445077635347845, + "vlm_logprob": -0.022445077635347845, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.022445077635347845, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017263267189264297 + ], + "opposite_logprob_tokens": [ + -4.142263412475586 + ], + "logprob_reward": -0.017263267189264297, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017263267189264297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27442583441734314, + 0.17994053661823273, + 0.06056873872876167, + 0.10239777714014053, + 0.08207627385854721, + 0.10873103141784668, + 0.07923618704080582, + 0.04048608988523483, + 0.021769637241959572, + 0.05036790668964386 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.017263267189264297 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002506212331354618 + ], + "opposite_logprob_tokens": [ + -6.002506256103516 + ], + "logprob_reward": -0.002506212331354618, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002506212331354618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24399255216121674, + 0.23444616794586182, + 0.06992142647504807, + 0.0634569302201271, + 0.05289526656270027, + 0.05783603712916374, + 0.11027853935956955, + 0.09339673817157745, + 0.02910315804183483, + 0.04467320069670677 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.002506212331354618 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497032031416893 + ], + "opposite_logprob_tokens": [ + -2.9299702644348145 + ], + "logprob_reward": -0.05497032031416893, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497032031416893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23633983731269836, + 0.3773067593574524, + 0.02755853347480297, + 0.07662909477949142, + 0.04285027086734772, + 0.026894770562648773, + 0.07198246568441391, + 0.0772242471575737, + 0.02515213005244732, + 0.038061950355768204 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.05497032031416893 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290053009986877 + ], + "opposite_logprob_tokens": [ + -3.7732901573181152 + ], + "logprob_reward": -0.023290053009986877, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290053009986877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25718432664871216, + 0.1416860818862915, + 0.052400749176740646, + 0.19328950345516205, + 0.12212347239255905, + 0.048543356359004974, + 0.05128306522965431, + 0.06652887165546417, + 0.015247642993927002, + 0.05171295255422592 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.023290053009986877 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195535331964493 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195535331964493, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195535331964493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14218062162399292, + 0.20950831472873688, + 0.05205301567912102, + 0.11044268310070038, + 0.08147846162319183, + 0.10280608385801315, + 0.10322581231594086, + 0.09784761071205139, + 0.03315374255180359, + 0.06730370223522186 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.014195535331964493 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up opens on a weathered wooden windowsill, where a single, paper-thin flake of dried, pale blue paint clings precariously to the splintered surface. The camera remains still, capturing the fragile, curled texture of the paint flake, its surface a miniature landscape of fine cracks, before it separates from the aging wood. A gentle draft, carrying dust particles illuminated by a beam of warm afternoon sunlight, disturbs the flake. It sways for a moment, then gently separates. As the flake begins its downward drift, the camera initiates a slow, precise vertical tilt, following the object's descent from the ledge. The flake tumbles and swirls in a slow, unpredictable pattern, its descent determined by air resistance, its pale surface catching and reflecting golden light. The camera tracks its entire journey until it settles with weightless silence onto the dark, dusty floor surface below, creating a tranquil and contemplative atmosphere focused on a quiet moment of decay.", + "seed": 30194, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_7/index_980_seed_30194_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015356372762471437, + "vlm_logprob": -0.015356372762471437, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.015356372762471437, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030527835711836815 + ], + "opposite_logprob_tokens": [ + -3.5305278301239014 + ], + "logprob_reward": -0.030527835711836815, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030527835711836815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12092312425374985, + 0.03655127063393593, + 0.22855974733829498, + 0.08390885591506958, + 0.12132181227207184, + 0.020347440615296364, + 0.08030405640602112, + 0.05699944496154785, + 0.14916574954986572, + 0.10191847383975983 + ], + "top_frames": [ + 2, + 8, + 4 + ], + "selected_reward": -0.030527835711836815 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036309524439275265 + ], + "opposite_logprob_tokens": [ + -5.628631114959717 + ], + "logprob_reward": -0.0036309524439275265, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036309524439275265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09517601877450943, + 0.06430112570524216, + 0.3556908071041107, + 0.05613638460636139, + 0.10163421928882599, + 0.05325265973806381, + 0.061781108379364014, + 0.06523645669221878, + 0.04421060159802437, + 0.10258065164089203 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -0.0036309524439275265 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354903355240822 + ], + "opposite_logprob_tokens": [ + -3.6513547897338867 + ], + "logprob_reward": -0.026354903355240822, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354903355240822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08663853257894516, + 0.03562822565436363, + 0.29375919699668884, + 0.061206769198179245, + 0.06921745091676712, + 0.1384114921092987, + 0.08965536206960678, + 0.11770958453416824, + 0.06493881344795227, + 0.04283461719751358 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.026354903355240822 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076294224709272385 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.0076294224709272385, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076294224709272385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06292989104986191, + 0.02903744950890541, + 0.4343699812889099, + 0.027911504730582237, + 0.03866482526063919, + 0.0727732703089714, + 0.09504903852939606, + 0.11234434694051743, + 0.05960138887166977, + 0.06731832772493362 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.0076294224709272385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638749830424786 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638749830424786, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638749830424786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07845829427242279, + 0.03417764604091644, + 0.2212451994419098, + 0.07917201519012451, + 0.07482511550188065, + 0.14561964571475983, + 0.06968139111995697, + 0.0499434769153595, + 0.06420349329710007, + 0.18267366290092468 + ], + "top_frames": [ + 2, + 9, + 5 + ], + "selected_reward": -0.008638749830424786 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up opens on a weathered wooden windowsill, where a single, paper-thin flake of dried, pale blue paint clings precariously to the splintered surface. The camera remains still, capturing the fragile, curled texture of the paint flake, its surface a miniature landscape of fine cracks, before it separates from the aging wood. A gentle draft, carrying dust particles illuminated by a beam of warm afternoon sunlight, disturbs the flake. It sways for a moment, then gently separates. As the flake begins its downward drift, the camera initiates a slow, precise vertical tilt, following the object's descent from the ledge. The flake tumbles and swirls in a slow, unpredictable pattern, its descent determined by air resistance, its pale surface catching and reflecting golden light. The camera tracks its entire journey until it settles with weightless silence onto the dark, dusty floor surface below, creating a tranquil and contemplative atmosphere focused on a quiet moment of decay.", + "seed": 30195, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_7/index_980_seed_30195_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01611954323016107, + "vlm_logprob": -0.01611954323016107, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.01611954323016107, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021628815680742264 + ], + "opposite_logprob_tokens": [ + -3.8966288566589355 + ], + "logprob_reward": -0.021628815680742264, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021628815680742264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2628822922706604, + 0.03407342731952667, + 0.022426635026931763, + 0.1326889544725418, + 0.015438334085047245, + 0.05159716308116913, + 0.043689582496881485, + 0.024762019515037537, + 0.0986156314611435, + 0.3138259947299957 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.021628815680742264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003630714723840356 + ], + "opposite_logprob_tokens": [ + -5.628630638122559 + ], + "logprob_reward": -0.003630714723840356, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003630714723840356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2866055965423584, + 0.014618651010096073, + 0.042183782905340195, + 0.29126253724098206, + 0.025221310555934906, + 0.011977006681263447, + 0.01676398515701294, + 0.036297451704740524, + 0.05143394321203232, + 0.22363579273223877 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.003630714723840356 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043081555515527725 + ], + "opposite_logprob_tokens": [ + -3.168081521987915 + ], + "logprob_reward": -0.043081555515527725, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043081555515527725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0627608597278595, + 0.05956145375967026, + 0.03217925876379013, + 0.04347928985953331, + 0.022775724530220032, + 0.06229819357395172, + 0.09930863976478577, + 0.0503501258790493, + 0.1285059005022049, + 0.4387805759906769 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.043081555515527725 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640049956738949 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008640049956738949, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640049956738949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05457348749041557, + 0.056824326515197754, + 0.024859623983502388, + 0.09671058505773544, + 0.03306853771209717, + 0.031385671347379684, + 0.05277764052152634, + 0.10496948659420013, + 0.18435262143611908, + 0.360478013753891 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.008640049956738949 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036165802739560604 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.0036165802739560604, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036165802739560604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14835858345031738, + 0.058258917182683945, + 0.037099648267030716, + 0.05614330619573593, + 0.051949527114629745, + 0.07326919585466385, + 0.020025774836540222, + 0.04692285507917404, + 0.06110164150595665, + 0.4468705356121063 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.0036165802739560604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up opens on a weathered wooden windowsill, where a single, paper-thin flake of dried, pale blue paint clings precariously to the splintered surface. The camera remains still, capturing the fragile, curled texture of the paint flake, its surface a miniature landscape of fine cracks, before it separates from the aging wood. A gentle draft, carrying dust particles illuminated by a beam of warm afternoon sunlight, disturbs the flake. It sways for a moment, then gently separates. As the flake begins its downward drift, the camera initiates a slow, precise vertical tilt, following the object's descent from the ledge. The flake tumbles and swirls in a slow, unpredictable pattern, its descent determined by air resistance, its pale surface catching and reflecting golden light. The camera tracks its entire journey until it settles with weightless silence onto the dark, dusty floor surface below, creating a tranquil and contemplative atmosphere focused on a quiet moment of decay.", + "seed": 30196, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_7/index_980_seed_30196_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.057104247994720934, + "vlm_logprob": -0.057104247994720934, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.057104247994720934, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06338590383529663 + ], + "opposite_logprob_tokens": [ + -2.8133859634399414 + ], + "logprob_reward": -0.06338590383529663, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06338590383529663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2685557007789612, + 0.044139500707387924, + 0.05655547231435776, + 0.09478220343589783, + 0.11971915513277054, + 0.04476054757833481, + 0.05803750082850456, + 0.19103403389453888, + 0.08186604827642441, + 0.0405498668551445 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.06338590383529663 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076522547751665115 + ], + "opposite_logprob_tokens": [ + -4.882652282714844 + ], + "logprob_reward": -0.0076522547751665115, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076522547751665115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2075171172618866, + 0.08155718445777893, + 0.14639674127101898, + 0.20124663412570953, + 0.08543836325407028, + 0.04215942695736885, + 0.07206258922815323, + 0.06173689290881157, + 0.07363516837358475, + 0.028249965980648994 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0076522547751665115 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159488916397095 + ], + "opposite_logprob_tokens": [ + -1.7015948295593262 + ], + "logprob_reward": -0.20159488916397095, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159488916397095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10525108128786087, + 0.04473713040351868, + 0.1073090061545372, + 0.11013592779636383, + 0.08771518617868423, + 0.13352684676647186, + 0.11743994057178497, + 0.03367029130458832, + 0.1768076866865158, + 0.08340689539909363 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.20159488916397095 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052565219812095165 + ], + "opposite_logprob_tokens": [ + -5.255256652832031 + ], + "logprob_reward": -0.0052565219812095165, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052565219812095165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13437014818191528, + 0.04315644130110741, + 0.23870809376239777, + 0.044122837483882904, + 0.12292619049549103, + 0.06777995079755783, + 0.1313699632883072, + 0.04053931310772896, + 0.09472763538360596, + 0.08229942619800568 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.0052565219812095165 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of a weathered wooden windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single, paper-thin flake of dried, pale blue paint visible clinging to the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dust particles illuminated by a beam of warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera initiate a slow, precise vertical tilt to follow the paint flake's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the paint flake tumble and swirl in a slow, unpredictable pattern before settling on the dark, dusty floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631670217961073 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631670217961073, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631670217961073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07312915474176407, + 0.04595361277461052, + 0.03468261659145355, + 0.04644313082098961, + 0.18210965394973755, + 0.15358616411685944, + 0.14711835980415344, + 0.021516447886824608, + 0.09404455125331879, + 0.20141632854938507 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.007631670217961073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_8/index_tensor([3707, 3707])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_8/index_tensor([3707, 3707])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..14f036435f8fa64717a77c8db172ba8db988b533 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_8/index_tensor([3707, 3707])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic drone shot begins with a high-angle, sweeping view, capturing the vastness of the valley before slowly and steadily panning forward. Under the soft, golden light of dusk, hundreds of deer converge into a vast torrent, a living, surging river, flowing along the valley floor, frost-stained ochre. This vast herd, their thick winter coats gradating from deep reddish-brown to light tan, moves in a synchronized, rhythmic cadence. The massive antlers of the males rise and fall within the herd, like dead logs floating on a river. As the camera zooms in, the vast collective scene breaks down into crisp individual details: some deer can be seen bounding gracefully over small mounds, while others graze on hay without breaking their rhythm. Their white breath condenses into wisps of mist in the cold, crisp air. The soft setting sun outlines a shimmering golden outline on the edges of the deer's fur and casts long, dynamic shadows behind them. The whole picture is shrouded in a tranquil, majestic and primitive atmosphere full of vitality, showing the awe-inspiring grandeur of nature.", + "seed": 28674, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_8/index_3707_seed_28674_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2721624385099858, + "vlm_logprob": -0.2721624385099858, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.2721624385099858, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47730427980422974 + ], + "opposite_logprob_tokens": [ + -0.9773042798042297 + ], + "logprob_reward": -0.47730427980422974, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47730427980422974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17603106796741486, + 0.02952844835817814, + 0.41339749097824097, + 0.07729210704565048, + 0.07128643989562988, + 0.01587672531604767, + 0.02916722185909748, + 0.07758430391550064, + 0.08103112131357193, + 0.028805101290345192 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.47730427980422974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016091711819171906 + ], + "opposite_logprob_tokens": [ + -4.141091823577881 + ], + "logprob_reward": -0.016091711819171906, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016091711819171906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08928621560335159, + 0.1144329383969307, + 0.2228526920080185, + 0.11292550712823868, + 0.05257255956530571, + 0.24969187378883362, + 0.030635984614491463, + 0.050423212349414825, + 0.03121432662010193, + 0.04596466198563576 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.016091711819171906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261210918426514 + ], + "opposite_logprob_tokens": [ + -0.5761210918426514 + ], + "logprob_reward": -0.8261210918426514, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261210918426514, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09583252668380737, + 0.1242113783955574, + 0.031544797122478485, + 0.20847898721694946, + 0.06647614389657974, + 0.23162662982940674, + 0.035303544253110886, + 0.025608446449041367, + 0.10678163915872574, + 0.07413598150014877 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.8261210918426514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031914988067001104 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.0031914988067001104, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031914988067001104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12600553035736084, + 0.06955748796463013, + 0.2676471173763275, + 0.03977571055293083, + 0.10042912513017654, + 0.2665250897407532, + 0.024223852902650833, + 0.012778657488524914, + 0.05244020000100136, + 0.040617186576128006 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.0031914988067001104 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381036102771759 + ], + "opposite_logprob_tokens": [ + -3.2881035804748535 + ], + "logprob_reward": -0.0381036102771759, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381036102771759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10236707329750061, + 0.03937316685914993, + 0.25392505526542664, + 0.1285698115825653, + 0.14149193465709686, + 0.22335492074489594, + 0.024264927953481674, + 0.03415913134813309, + 0.028434671461582184, + 0.024059263989329338 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.0381036102771759 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic drone shot begins with a high-angle, sweeping view, capturing the vastness of the valley before slowly and steadily panning forward. Under the soft, golden light of dusk, hundreds of deer converge into a vast torrent, a living, surging river, flowing along the valley floor, frost-stained ochre. This vast herd, their thick winter coats gradating from deep reddish-brown to light tan, moves in a synchronized, rhythmic cadence. The massive antlers of the males rise and fall within the herd, like dead logs floating on a river. As the camera zooms in, the vast collective scene breaks down into crisp individual details: some deer can be seen bounding gracefully over small mounds, while others graze on hay without breaking their rhythm. Their white breath condenses into wisps of mist in the cold, crisp air. The soft setting sun outlines a shimmering golden outline on the edges of the deer's fur and casts long, dynamic shadows behind them. The whole picture is shrouded in a tranquil, majestic and primitive atmosphere full of vitality, showing the awe-inspiring grandeur of nature.", + "seed": 28675, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_8/index_3707_seed_28675_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10920859938487411, + "vlm_logprob": -0.10920859938487411, + "vlm_yes_no_margin": 2.849999988079071, + "vlm_token_credit": -0.10920859938487411, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07276107370853424 + ], + "opposite_logprob_tokens": [ + -2.697761058807373 + ], + "logprob_reward": -0.07276107370853424, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07276107370853424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10837140679359436, + 0.15343107283115387, + 0.05462212860584259, + 0.10794739425182343, + 0.0650905892252922, + 0.0470176562666893, + 0.15610982477664948, + 0.11936873942613602, + 0.04746798425912857, + 0.14057321846485138 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.07276107370853424 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867669194936752 + ], + "opposite_logprob_tokens": [ + -3.0486767292022705 + ], + "logprob_reward": -0.04867669194936752, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867669194936752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1959531456232071, + 0.10717792063951492, + 0.09737220406532288, + 0.10148155689239502, + 0.06590823084115982, + 0.061701174825429916, + 0.1272876113653183, + 0.13452696800231934, + 0.05285004526376724, + 0.05574117600917816 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.04867669194936752 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486173748970032 + ], + "opposite_logprob_tokens": [ + -1.2236173152923584 + ], + "logprob_reward": -0.3486173748970032, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3486173748970032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056425005197525024, + 0.03973352164030075, + 0.15497970581054688, + 0.02158130146563053, + 0.0913047268986702, + 0.12473450601100922, + 0.03409823030233383, + 0.1117325946688652, + 0.2056923806667328, + 0.15971806645393372 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.3486173748970032 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948815029114485 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005948815029114485, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948815029114485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21137119829654694, + 0.04827141389250755, + 0.09265875071287155, + 0.05499039962887764, + 0.08424016088247299, + 0.03612592816352844, + 0.10193649679422379, + 0.2464921474456787, + 0.04436103627085686, + 0.0795525312423706 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.005948815029114485 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700390413403511 + ], + "opposite_logprob_tokens": [ + -2.6950390338897705 + ], + "logprob_reward": -0.0700390413403511, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700390413403511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16118739545345306, + 0.11934066563844681, + 0.18651911616325378, + 0.06663524359464645, + 0.0601370595395565, + 0.0535973384976387, + 0.10010070353746414, + 0.05332929641008377, + 0.06923650205135345, + 0.12991675734519958 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0700390413403511 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic drone shot begins with a high-angle, sweeping view, capturing the vastness of the valley before slowly and steadily panning forward. Under the soft, golden light of dusk, hundreds of deer converge into a vast torrent, a living, surging river, flowing along the valley floor, frost-stained ochre. This vast herd, their thick winter coats gradating from deep reddish-brown to light tan, moves in a synchronized, rhythmic cadence. The massive antlers of the males rise and fall within the herd, like dead logs floating on a river. As the camera zooms in, the vast collective scene breaks down into crisp individual details: some deer can be seen bounding gracefully over small mounds, while others graze on hay without breaking their rhythm. Their white breath condenses into wisps of mist in the cold, crisp air. The soft setting sun outlines a shimmering golden outline on the edges of the deer's fur and casts long, dynamic shadows behind them. The whole picture is shrouded in a tranquil, majestic and primitive atmosphere full of vitality, showing the awe-inspiring grandeur of nature.", + "seed": 28676, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_8/index_3707_seed_28676_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4254176644142717, + "vlm_logprob": -0.4254176644142717, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.4254176644142717, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.502835750579834 + ], + "opposite_logprob_tokens": [ + -0.2528356909751892 + ], + "logprob_reward": -1.502835750579834, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.502835750579834, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.32273411750793457, + 0.06091443821787834, + 0.08170196413993835, + 0.05431130528450012, + 0.06375991553068161, + 0.08709115535020828, + 0.11701853573322296, + 0.10181490331888199, + 0.06216318532824516, + 0.04849045351147652 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -1.502835750579834 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05501285567879677 + ], + "opposite_logprob_tokens": [ + -2.9300129413604736 + ], + "logprob_reward": -0.05501285567879677, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05501285567879677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3916255235671997, + 0.078814797103405, + 0.033347953110933304, + 0.0456332303583622, + 0.08355249464511871, + 0.1164150983095169, + 0.0551503524184227, + 0.09538731724023819, + 0.05716848000884056, + 0.042904749512672424 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.05501285567879677 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233446359634399 + ], + "opposite_logprob_tokens": [ + -0.8983446359634399 + ], + "logprob_reward": -0.5233446359634399, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233446359634399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12759077548980713, + 0.019248265773057938, + 0.06621494889259338, + 0.09238952398300171, + 0.07340697944164276, + 0.05292026326060295, + 0.10806404054164886, + 0.202819362282753, + 0.07031062245368958, + 0.1870352327823639 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.5233446359634399 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028186615090817213 + ], + "opposite_logprob_tokens": [ + -5.877818584442139 + ], + "logprob_reward": -0.0028186615090817213, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028186615090817213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22176967561244965, + 0.04383299499750137, + 0.16380266845226288, + 0.045279163867235184, + 0.02908477559685707, + 0.07459644228219986, + 0.01730283349752426, + 0.24681790173053741, + 0.030359584838151932, + 0.1271539181470871 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.0028186615090817213 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043076418340206146 + ], + "opposite_logprob_tokens": [ + -3.168076515197754 + ], + "logprob_reward": -0.043076418340206146, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043076418340206146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19116367399692535, + 0.0753883421421051, + 0.032938405871391296, + 0.057076748460531235, + 0.10278166830539703, + 0.04819253832101822, + 0.09120848029851913, + 0.2870577275753021, + 0.04057669639587402, + 0.07361570745706558 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.043076418340206146 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic drone shot begins with a high-angle, sweeping view, capturing the vastness of the valley before slowly and steadily panning forward. Under the soft, golden light of dusk, hundreds of deer converge into a vast torrent, a living, surging river, flowing along the valley floor, frost-stained ochre. This vast herd, their thick winter coats gradating from deep reddish-brown to light tan, moves in a synchronized, rhythmic cadence. The massive antlers of the males rise and fall within the herd, like dead logs floating on a river. As the camera zooms in, the vast collective scene breaks down into crisp individual details: some deer can be seen bounding gracefully over small mounds, while others graze on hay without breaking their rhythm. Their white breath condenses into wisps of mist in the cold, crisp air. The soft setting sun outlines a shimmering golden outline on the edges of the deer's fur and casts long, dynamic shadows behind them. The whole picture is shrouded in a tranquil, majestic and primitive atmosphere full of vitality, showing the awe-inspiring grandeur of nature.", + "seed": 28677, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_8/index_3707_seed_28677_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.23087177951820195, + "vlm_logprob": -0.23087177951820195, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.23087177951820195, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7592621445655823 + ], + "opposite_logprob_tokens": [ + -0.6342621445655823 + ], + "logprob_reward": -0.7592621445655823, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7592621445655823, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.005993709433823824, + 0.008636616170406342, + 0.8984671831130981, + 0.009857733733952045, + 0.024268804118037224, + 0.015610181726515293, + 0.011251983232796192, + 0.004393049981445074, + 0.018709281459450722, + 0.002811477752402425 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.7592621445655823 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029825512319803238 + ], + "opposite_logprob_tokens": [ + -3.529825448989868 + ], + "logprob_reward": -0.029825512319803238, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029825512319803238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013367843814194202, + 0.011334803886711597, + 0.9002290964126587, + 0.01025031041353941, + 0.023622728884220123, + 0.01423936802893877, + 0.009211600758135319, + 0.006335210986435413, + 0.00810778234153986, + 0.003301330143585801 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.029825512319803238 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31342050433158875 + ], + "opposite_logprob_tokens": [ + -1.3134205341339111 + ], + "logprob_reward": -0.31342050433158875, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31342050433158875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028248710557818413, + 0.0581638477742672, + 0.45565059781074524, + 0.043809276074171066, + 0.2827915847301483, + 0.0639427974820137, + 0.01779099926352501, + 0.01359274610877037, + 0.03191418573260307, + 0.00409522233530879 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.31342050433158875 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189597511664033 + ], + "opposite_logprob_tokens": [ + -5.753189563751221 + ], + "logprob_reward": -0.003189597511664033, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189597511664033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07869096845388412, + 0.1268616020679474, + 0.2045319676399231, + 0.06413961201906204, + 0.2335367500782013, + 0.08499161899089813, + 0.06030992418527603, + 0.09070610255002975, + 0.03668239340186119, + 0.019549045711755753 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.003189597511664033 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a valley with hundreds of deer moving together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the deer depicted with thick winter coats ranging from deep reddish-brown to light tan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the camera starting with a high-angle view and then zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden dusk light creating long shadows and a shimmering outline on the fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible details including deer bounding over mounds, grazing on hay, and white breath condensing into mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048661138862371445 + ], + "opposite_logprob_tokens": [ + -3.048661231994629 + ], + "logprob_reward": -0.048661138862371445, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048661138862371445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10449129343032837, + 0.06421124190092087, + 0.08907552063465118, + 0.016271760687232018, + 0.37359902262687683, + 0.1377677619457245, + 0.07584105432033539, + 0.03650946170091629, + 0.07254651188850403, + 0.029686428606510162 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.048661138862371445 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_9/index_tensor([2808, 2808])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_9/index_tensor([2808, 2808])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0e9073f22a6e270bf2bc007b4cdefbbaae1a9b4c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_9/index_tensor([2808, 2808])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning close-up, the camera slowly and smoothly rotates around a crystal sphere, keeping it centered within the frame. The sphere, flawless and highly polished to a luminous translucence, rests securely on a dark, almost indistinguishable base, set against a backdrop of pure, profound darkness. The sphere's interior, far from empty, houses a magnificent miniature universe, a landscape of deep indigo and violet, dotted with countless tiny stars that sparkle like diamonds and gently swirling nebulae of fiery pink and gold gas. The sphere itself rotates in a steady, hypnotic rhythm, causing the galaxies and stardust within it to shift, distort, and reshape themselves, as if enacting the evolution of the universe over eons. The only light source for the entire scene comes from the self-luminous universe inside the crystal ball. It emits a soft and mysterious light, casting a changing colorful halo on the smooth curved surface of the crystal ball and spreading into the surrounding darkness, creating a mysterious atmosphere that is deep, tranquil and full of infinite awe.", + "seed": 26164, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_9/index_2808_seed_26164_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015256271837279201, + "vlm_logprob": -0.015256271837279201, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.015256271837279201, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0038618287071585655 + ], + "opposite_logprob_tokens": [ + -5.878861904144287 + ], + "logprob_reward": -0.0038618287071585655, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0038618287071585655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18159006536006927, + 0.04975569248199463, + 0.08928654342889786, + 0.1822454035282135, + 0.10163689404726028, + 0.04350122809410095, + 0.08792534470558167, + 0.19795219600200653, + 0.048498719930648804, + 0.017607875168323517 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.0038618287071585655 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496535450220108 + ], + "opposite_logprob_tokens": [ + -2.9299652576446533 + ], + "logprob_reward": -0.05496535450220108, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496535450220108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10286085307598114, + 0.05535287410020828, + 0.07767104357481003, + 0.12678834795951843, + 0.12448696047067642, + 0.053946807980537415, + 0.3078435957431793, + 0.04963422566652298, + 0.03604716435074806, + 0.0653681755065918 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.05496535450220108 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651677794754505 + ], + "opposite_logprob_tokens": [ + -5.3796515464782715 + ], + "logprob_reward": -0.004651677794754505, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651677794754505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16717399656772614, + 0.06859465688467026, + 0.13026316463947296, + 0.05667101591825485, + 0.16550776362419128, + 0.17266389727592468, + 0.0758991464972496, + 0.08394794911146164, + 0.050973180681467056, + 0.028305253013968468 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.004651677794754505 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017151420470327139 + ], + "opposite_logprob_tokens": [ + -6.376715183258057 + ], + "logprob_reward": -0.0017151420470327139, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017151420470327139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14944511651992798, + 0.056164395064115524, + 0.06323885917663574, + 0.21419377624988556, + 0.115644671022892, + 0.09897149354219437, + 0.11049506813287735, + 0.048544466495513916, + 0.09373116493225098, + 0.04957101121544838 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.0017151420470327139 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087356135249138 + ], + "opposite_logprob_tokens": [ + -4.511087417602539 + ], + "logprob_reward": -0.011087356135249138, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087356135249138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08329861611127853, + 0.040239885449409485, + 0.031115474179387093, + 0.030433835461735725, + 0.14541608095169067, + 0.03739270567893982, + 0.0349380187690258, + 0.41144081950187683, + 0.07860156148672104, + 0.1071229800581932 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.011087356135249138 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera slowly and smoothly rotates around a crystal sphere, keeping it centered within the frame. The sphere, flawless and highly polished to a luminous translucence, rests securely on a dark, almost indistinguishable base, set against a backdrop of pure, profound darkness. The sphere's interior, far from empty, houses a magnificent miniature universe, a landscape of deep indigo and violet, dotted with countless tiny stars that sparkle like diamonds and gently swirling nebulae of fiery pink and gold gas. The sphere itself rotates in a steady, hypnotic rhythm, causing the galaxies and stardust within it to shift, distort, and reshape themselves, as if enacting the evolution of the universe over eons. The only light source for the entire scene comes from the self-luminous universe inside the crystal ball. It emits a soft and mysterious light, casting a changing colorful halo on the smooth curved surface of the crystal ball and spreading into the surrounding darkness, creating a mysterious atmosphere that is deep, tranquil and full of infinite awe.", + "seed": 26165, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_9/index_2808_seed_26165_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02239642757922411, + "vlm_logprob": -0.02239642757922411, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.02239642757922411, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0026699393056333065 + ], + "opposite_logprob_tokens": [ + -6.627669811248779 + ], + "logprob_reward": -0.0026699393056333065, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0026699393056333065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17468062043190002, + 0.22141678631305695, + 0.06063735857605934, + 0.04675953835248947, + 0.05028233677148819, + 0.059476036578416824, + 0.053914885967969894, + 0.08553847670555115, + 0.05105451121926308, + 0.1962394416332245 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0026699393056333065 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904382586479187 + ], + "opposite_logprob_tokens": [ + -2.4640438556671143 + ], + "logprob_reward": -0.08904382586479187, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904382586479187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2304076850414276, + 0.05997087433934212, + 0.04161646217107773, + 0.03943991661071777, + 0.04386012628674507, + 0.05018818378448486, + 0.037795860320329666, + 0.11101553589105606, + 0.03433016315102577, + 0.35137513279914856 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.08904382586479187 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004107254557311535 + ], + "opposite_logprob_tokens": [ + -5.504107475280762 + ], + "logprob_reward": -0.004107254557311535, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004107254557311535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5225232243537903, + 0.04797007143497467, + 0.034359872341156006, + 0.04893717169761658, + 0.05208258330821991, + 0.05458584055304527, + 0.07252634316682816, + 0.06451268494129181, + 0.011125212535262108, + 0.09137701243162155 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.004107254557311535 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036168177612125874 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.0036168177612125874, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036168177612125874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2561708986759186, + 0.05734076350927353, + 0.041403740644454956, + 0.049086008220911026, + 0.06418293714523315, + 0.08339668065309525, + 0.1140424981713295, + 0.12571659684181213, + 0.03861634433269501, + 0.17004357278347015 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0036168177612125874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254430040717125 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.01254430040717125, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254430040717125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2742193341255188, + 0.06336592882871628, + 0.057324349880218506, + 0.04220905527472496, + 0.06626652181148529, + 0.12616372108459473, + 0.1452978402376175, + 0.14396028220653534, + 0.04429732263088226, + 0.036895643919706345 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.01254430040717125 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera slowly and smoothly rotates around a crystal sphere, keeping it centered within the frame. The sphere, flawless and highly polished to a luminous translucence, rests securely on a dark, almost indistinguishable base, set against a backdrop of pure, profound darkness. The sphere's interior, far from empty, houses a magnificent miniature universe, a landscape of deep indigo and violet, dotted with countless tiny stars that sparkle like diamonds and gently swirling nebulae of fiery pink and gold gas. The sphere itself rotates in a steady, hypnotic rhythm, causing the galaxies and stardust within it to shift, distort, and reshape themselves, as if enacting the evolution of the universe over eons. The only light source for the entire scene comes from the self-luminous universe inside the crystal ball. It emits a soft and mysterious light, casting a changing colorful halo on the smooth curved surface of the crystal ball and spreading into the surrounding darkness, creating a mysterious atmosphere that is deep, tranquil and full of infinite awe.", + "seed": 26166, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_9/index_2808_seed_26166_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013577032648026944, + "vlm_logprob": -0.013577032648026944, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.013577032648026944, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004430715925991535 + ], + "opposite_logprob_tokens": [ + -5.629430770874023 + ], + "logprob_reward": -0.004430715925991535, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004430715925991535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24138310551643372, + 0.04851093888282776, + 0.05088971555233002, + 0.12135457992553711, + 0.062329817563295364, + 0.04759051278233528, + 0.10339729487895966, + 0.2091059684753418, + 0.06602086871862411, + 0.04941724240779877 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.004430715925991535 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026355715468525887 + ], + "opposite_logprob_tokens": [ + -3.651355743408203 + ], + "logprob_reward": -0.026355715468525887, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026355715468525887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16589175164699554, + 0.05331239104270935, + 0.06593386828899384, + 0.14092883467674255, + 0.25109121203422546, + 0.06772802770137787, + 0.041172824800014496, + 0.07380496710538864, + 0.08874546736478806, + 0.051390573382377625 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.026355715468525887 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608596369624138 + ], + "opposite_logprob_tokens": [ + -4.141086101531982 + ], + "logprob_reward": -0.01608596369624138, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608596369624138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1922035664319992, + 0.0792933851480484, + 0.06761562079191208, + 0.10210699588060379, + 0.2061072438955307, + 0.06743332743644714, + 0.12497411668300629, + 0.048122838139534, + 0.042367927730083466, + 0.06977496296167374 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.01608596369624138 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028194934129714966 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.0028194934129714966, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028194934129714966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.149356409907341, + 0.05751504749059677, + 0.05264630168676376, + 0.11681781709194183, + 0.19555538892745972, + 0.0957050770521164, + 0.08054067939519882, + 0.09056518226861954, + 0.1008986160159111, + 0.06039943918585777 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.0028194934129714966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819327473640442 + ], + "opposite_logprob_tokens": [ + -4.018193244934082 + ], + "logprob_reward": -0.01819327473640442, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819327473640442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08258651196956635, + 0.03339216858148575, + 0.04529033601284027, + 0.1083948165178299, + 0.25831887125968933, + 0.13881932199001312, + 0.06184566393494606, + 0.12344525009393692, + 0.04026747867465019, + 0.10763963311910629 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.01819327473640442 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera slowly and smoothly rotates around a crystal sphere, keeping it centered within the frame. The sphere, flawless and highly polished to a luminous translucence, rests securely on a dark, almost indistinguishable base, set against a backdrop of pure, profound darkness. The sphere's interior, far from empty, houses a magnificent miniature universe, a landscape of deep indigo and violet, dotted with countless tiny stars that sparkle like diamonds and gently swirling nebulae of fiery pink and gold gas. The sphere itself rotates in a steady, hypnotic rhythm, causing the galaxies and stardust within it to shift, distort, and reshape themselves, as if enacting the evolution of the universe over eons. The only light source for the entire scene comes from the self-luminous universe inside the crystal ball. It emits a soft and mysterious light, casting a changing colorful halo on the smooth curved surface of the crystal ball and spreading into the surrounding darkness, creating a mysterious atmosphere that is deep, tranquil and full of infinite awe.", + "seed": 26167, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000022/group_9/index_2808_seed_26167_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.016855445806868374, + "vlm_logprob": -0.016855445806868374, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.016855445806868374, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017591729993000627 + ], + "opposite_logprob_tokens": [ + -7.251759052276611 + ], + "logprob_reward": -0.0017591729993000627, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0017591729993000627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13265788555145264, + 0.1509198546409607, + 0.05772608146071434, + 0.26047202944755554, + 0.027963880449533463, + 0.11068510264158249, + 0.05549930781126022, + 0.09825495630502701, + 0.03935735672712326, + 0.06646357476711273 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.0017591729993000627 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495903640985489 + ], + "opposite_logprob_tokens": [ + -2.9299590587615967 + ], + "logprob_reward": -0.05495903640985489, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495903640985489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10425832122564316, + 0.07077188789844513, + 0.04001011326909065, + 0.1335987001657486, + 0.10078120976686478, + 0.05573052912950516, + 0.04260054603219032, + 0.16437017917633057, + 0.18637382984161377, + 0.10150466859340668 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.05495903640985489 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005265890154987574 + ], + "opposite_logprob_tokens": [ + -5.255265712738037 + ], + "logprob_reward": -0.005265890154987574, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005265890154987574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16297130286693573, + 0.15800517797470093, + 0.06371937692165375, + 0.11249334365129471, + 0.07620172202587128, + 0.04907245561480522, + 0.08894182741641998, + 0.14196069538593292, + 0.03018321841955185, + 0.11645082384347916 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.005265890154987574 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097163211554289 + ], + "opposite_logprob_tokens": [ + -5.504096984863281 + ], + "logprob_reward": -0.004097163211554289, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097163211554289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07808882743120193, + 0.11692753434181213, + 0.04414641857147217, + 0.3670103847980499, + 0.02498585730791092, + 0.02397090010344982, + 0.042779892683029175, + 0.1825856864452362, + 0.05345259979367256, + 0.06605187058448792 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.004097163211554289 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and smoothly rotate around the sphere while keeping it centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sphere's interior filled with a miniature universe featuring indigo and violet landscapes, stars, and pink/gold nebulae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sphere rotate steadily while its internal galaxies and stardust shift, distort, and reshape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only light source the self-luminous interior of the sphere, casting a colorful halo on the crystal surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018195966258645058 + ], + "opposite_logprob_tokens": [ + -4.018196105957031 + ], + "logprob_reward": -0.018195966258645058, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018195966258645058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03845755383372307, + 0.17895187437534332, + 0.035117316991090775, + 0.5736000537872314, + 0.03657662868499756, + 0.0267595537006855, + 0.021344957873225212, + 0.0338781476020813, + 0.016569335013628006, + 0.03874463960528374 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -0.018195966258645058 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_0/index_tensor([7718, 7718])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_0/index_tensor([7718, 7718])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0eb6f5bee42098b558bdad7ad177f88c35322aa8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_0/index_tensor([7718, 7718])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level close-up captures the serene face of a surreal wax figure of a woman, her features reminiscent of classical sculpture. Her dark, wavy hair is meticulously detailed, each strand catching the light. Under a dramatic overhead spotlight, her form is sculpted from a profound black void, her skin possessing a soft, waxy sheen, punctuated by subtle, painterly imperfections that enhance its realism. Then, the camera begins a slow, tight push-in, its movements synchronizing with the figure's decay. The process begins almost imperceptibly, with a tiny crack appearing across her high cheekbone, rapidly spreading across the smooth surface. Fine, sand-like particles begin to drip from the crack, catching the harsh light as they fall. As the camera inexorably moves in, the disintegration accelerates; the bridge of her perfect nose dents and erodes, and a large section of her cheek peels away, dissolving in mid-air into a cloud of fine black dust, revealing a hollow interior. The entire structure of her face begins to fail, the once-peaceful lips drooping and crumbling as the camera inexorably advances, focusing on the catastrophic, silent collapse until the frame is filled with the chaotic movement of disintegrating wax and swirling dust, creating a deeply unsettling atmosphere of tragedy. Beauty transformed into devastation.", + "seed": 23896, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_0/index_7718_seed_23896_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08018305907025933, + "vlm_logprob": -0.08018305907025933, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.08018305907025933, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01036675926297903 + ], + "opposite_logprob_tokens": [ + -5.010366916656494 + ], + "logprob_reward": -0.01036675926297903, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.01036675926297903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49456483125686646, + 0.11140168458223343, + 0.02163907326757908, + 0.05505744740366936, + 0.03142133727669716, + 0.08474399149417877, + 0.04050884768366814, + 0.03603782504796982, + 0.06402137875556946, + 0.060603637248277664 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.01036675926297903 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216102659702301 + ], + "opposite_logprob_tokens": [ + -4.26421594619751 + ], + "logprob_reward": -0.014216102659702301, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216102659702301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32988646626472473, + 0.2712510824203491, + 0.033444661647081375, + 0.08545634895563126, + 0.05853482708334923, + 0.023161733523011208, + 0.02295360155403614, + 0.022436710074543953, + 0.026807600632309914, + 0.12606699764728546 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.014216102659702301 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28133323788642883 + ], + "opposite_logprob_tokens": [ + -1.4063332080841064 + ], + "logprob_reward": -0.28133323788642883, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28133323788642883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3201148211956024, + 0.23866792023181915, + 0.14141227304935455, + 0.05466822534799576, + 0.03224129602313042, + 0.0850725844502449, + 0.0246295016258955, + 0.016522370278835297, + 0.03670869395136833, + 0.04996231198310852 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.28133323788642883 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890488401055336 + ], + "opposite_logprob_tokens": [ + -2.4640488624572754 + ], + "logprob_reward": -0.0890488401055336, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890488401055336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042714376002550125, + 0.19531644880771637, + 0.051384471356868744, + 0.05330595001578331, + 0.12074220180511475, + 0.2247283011674881, + 0.05872752144932747, + 0.09620537608861923, + 0.07978194206953049, + 0.0770934447646141 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.0890488401055336 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950355436652899 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950355436652899, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950355436652899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16690129041671753, + 0.10118352621793747, + 0.017588278278708458, + 0.022578319534659386, + 0.05145520716905594, + 0.15679548680782318, + 0.06840255856513977, + 0.04818209633231163, + 0.037231359630823135, + 0.3296819031238556 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.005950355436652899 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures the serene face of a surreal wax figure of a woman, her features reminiscent of classical sculpture. Her dark, wavy hair is meticulously detailed, each strand catching the light. Under a dramatic overhead spotlight, her form is sculpted from a profound black void, her skin possessing a soft, waxy sheen, punctuated by subtle, painterly imperfections that enhance its realism. Then, the camera begins a slow, tight push-in, its movements synchronizing with the figure's decay. The process begins almost imperceptibly, with a tiny crack appearing across her high cheekbone, rapidly spreading across the smooth surface. Fine, sand-like particles begin to drip from the crack, catching the harsh light as they fall. As the camera inexorably moves in, the disintegration accelerates; the bridge of her perfect nose dents and erodes, and a large section of her cheek peels away, dissolving in mid-air into a cloud of fine black dust, revealing a hollow interior. The entire structure of her face begins to fail, the once-peaceful lips drooping and crumbling as the camera inexorably advances, focusing on the catastrophic, silent collapse until the frame is filled with the chaotic movement of disintegrating wax and swirling dust, creating a deeply unsettling atmosphere of tragedy. Beauty transformed into devastation.", + "seed": 23897, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_0/index_7718_seed_23897_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05444486178457737, + "vlm_logprob": -0.05444486178457737, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.05444486178457737, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0157451294362545 + ], + "opposite_logprob_tokens": [ + -4.390745162963867 + ], + "logprob_reward": -0.0157451294362545, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0157451294362545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8209488391876221, + 0.01178091298788786, + 0.013158257119357586, + 0.019942861050367355, + 0.02260660193860531, + 0.029480719938874245, + 0.018229622393846512, + 0.015525901690125465, + 0.016072824597358704, + 0.03225350007414818 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.0157451294362545 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006672024726868 + ], + "opposite_logprob_tokens": [ + -2.6950666904449463 + ], + "logprob_reward": -0.07006672024726868, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006672024726868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7817434668540955, + 0.020140357315540314, + 0.006536609493196011, + 0.09072619676589966, + 0.02566206268966198, + 0.011692550964653492, + 0.010530711151659489, + 0.028707964345812798, + 0.013134142383933067, + 0.011126050725579262 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.07006672024726868 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030201822519302 + ], + "opposite_logprob_tokens": [ + -2.35030198097229 + ], + "logprob_reward": -0.10030201822519302, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030201822519302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8514013886451721, + 0.023467617109417915, + 0.008481359109282494, + 0.032554686069488525, + 0.03011978231370449, + 0.007072366774082184, + 0.013722890056669712, + 0.016412222757935524, + 0.008156418800354004, + 0.008611221797764301 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.10030201822519302 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003515213727951 + ], + "opposite_logprob_tokens": [ + -2.695035219192505 + ], + "logprob_reward": -0.07003515213727951, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003515213727951, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6349786520004272, + 0.014039061032235622, + 0.007881988771259785, + 0.07382423430681229, + 0.015508715063333511, + 0.019787322729825974, + 0.039181940257549286, + 0.08545124530792236, + 0.03778736665844917, + 0.07155946642160416 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.07003515213727951 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075288876891136 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075288876891136, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075288876891136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8385018706321716, + 0.012684468179941177, + 0.007307172287255526, + 0.015411153435707092, + 0.010615389794111252, + 0.010599293746054173, + 0.014542886056005955, + 0.02949417009949684, + 0.0259157232940197, + 0.03492795303463936 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.016075288876891136 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures the serene face of a surreal wax figure of a woman, her features reminiscent of classical sculpture. Her dark, wavy hair is meticulously detailed, each strand catching the light. Under a dramatic overhead spotlight, her form is sculpted from a profound black void, her skin possessing a soft, waxy sheen, punctuated by subtle, painterly imperfections that enhance its realism. Then, the camera begins a slow, tight push-in, its movements synchronizing with the figure's decay. The process begins almost imperceptibly, with a tiny crack appearing across her high cheekbone, rapidly spreading across the smooth surface. Fine, sand-like particles begin to drip from the crack, catching the harsh light as they fall. As the camera inexorably moves in, the disintegration accelerates; the bridge of her perfect nose dents and erodes, and a large section of her cheek peels away, dissolving in mid-air into a cloud of fine black dust, revealing a hollow interior. The entire structure of her face begins to fail, the once-peaceful lips drooping and crumbling as the camera inexorably advances, focusing on the catastrophic, silent collapse until the frame is filled with the chaotic movement of disintegrating wax and swirling dust, creating a deeply unsettling atmosphere of tragedy. Beauty transformed into devastation.", + "seed": 23898, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_0/index_7718_seed_23898_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11177648194134235, + "vlm_logprob": -0.11177648194134235, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.11177648194134235, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010591485537588596 + ], + "opposite_logprob_tokens": [ + -4.760591506958008 + ], + "logprob_reward": -0.010591485537588596, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010591485537588596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3356243073940277, + 0.01844889484345913, + 0.02466396801173687, + 0.035723645240068436, + 0.012637718580663204, + 0.01916690729558468, + 0.155259907245636, + 0.1125849112868309, + 0.08556721359491348, + 0.20032250881195068 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.010591485537588596 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372944891452789 + ], + "opposite_logprob_tokens": [ + -3.4087295532226562 + ], + "logprob_reward": -0.03372944891452789, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372944891452789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3039340674877167, + 0.020803231745958328, + 0.012099230661988258, + 0.015477257780730724, + 0.0182180218398571, + 0.04779133200645447, + 0.09218677878379822, + 0.17981459200382233, + 0.08794379234313965, + 0.22173166275024414 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.03372944891452789 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28133881092071533 + ], + "opposite_logprob_tokens": [ + -1.4063388109207153 + ], + "logprob_reward": -0.28133881092071533, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28133881092071533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20883490145206451, + 0.03899255394935608, + 0.04840714484453201, + 0.05225418880581856, + 0.09452705085277557, + 0.025160206481814384, + 0.07764098048210144, + 0.23559880256652832, + 0.07451879233121872, + 0.14406536519527435 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.28133881092071533 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558969259262085 + ], + "opposite_logprob_tokens": [ + -1.6005897521972656 + ], + "logprob_reward": -0.22558969259262085, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558969259262085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20074677467346191, + 0.02940978854894638, + 0.04509272053837776, + 0.110104501247406, + 0.024413321167230606, + 0.021863961592316628, + 0.17197300493717194, + 0.09722232073545456, + 0.06223304942250252, + 0.23694054782390594 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.22558969259262085 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632971741259098 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.007632971741259098, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632971741259098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17292088270187378, + 0.0217520073056221, + 0.011535832658410072, + 0.015318075194954872, + 0.012461511418223381, + 0.014256289228796959, + 0.01789826899766922, + 0.1786293238401413, + 0.07422643154859543, + 0.4810013771057129 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.007632971741259098 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures the serene face of a surreal wax figure of a woman, her features reminiscent of classical sculpture. Her dark, wavy hair is meticulously detailed, each strand catching the light. Under a dramatic overhead spotlight, her form is sculpted from a profound black void, her skin possessing a soft, waxy sheen, punctuated by subtle, painterly imperfections that enhance its realism. Then, the camera begins a slow, tight push-in, its movements synchronizing with the figure's decay. The process begins almost imperceptibly, with a tiny crack appearing across her high cheekbone, rapidly spreading across the smooth surface. Fine, sand-like particles begin to drip from the crack, catching the harsh light as they fall. As the camera inexorably moves in, the disintegration accelerates; the bridge of her perfect nose dents and erodes, and a large section of her cheek peels away, dissolving in mid-air into a cloud of fine black dust, revealing a hollow interior. The entire structure of her face begins to fail, the once-peaceful lips drooping and crumbling as the camera inexorably advances, focusing on the catastrophic, silent collapse until the frame is filled with the chaotic movement of disintegrating wax and swirling dust, creating a deeply unsettling atmosphere of tragedy. Beauty transformed into devastation.", + "seed": 23899, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_0/index_7718_seed_23899_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08915432021021844, + "vlm_logprob": -0.08915432021021844, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.08915432021021844, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006780828349292278 + ], + "opposite_logprob_tokens": [ + -5.256780624389648 + ], + "logprob_reward": -0.006780828349292278, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006780828349292278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1478719413280487, + 0.18289677798748016, + 0.09296020865440369, + 0.1539427787065506, + 0.08071202784776688, + 0.0997733548283577, + 0.0315941758453846, + 0.04892699047923088, + 0.11270783841609955, + 0.04861389845609665 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.006780828349292278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023312414065003395 + ], + "opposite_logprob_tokens": [ + -3.7733123302459717 + ], + "logprob_reward": -0.023312414065003395, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023312414065003395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07483698427677155, + 0.07473884522914886, + 0.1567882001399994, + 0.07162150740623474, + 0.1017211377620697, + 0.11170939356088638, + 0.1419992446899414, + 0.0926079973578453, + 0.08829903602600098, + 0.08567766845226288 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.023312414065003395 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870534896850586 + ], + "opposite_logprob_tokens": [ + -1.1370534896850586 + ], + "logprob_reward": -0.3870534896850586, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870534896850586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059743307530879974, + 0.06574494391679764, + 0.09871774911880493, + 0.03241359069943428, + 0.26266321539878845, + 0.28527408838272095, + 0.04455023258924484, + 0.07008259743452072, + 0.04612530395388603, + 0.034684985876083374 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.3870534896850586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080332919955254 + ], + "opposite_logprob_tokens": [ + -4.141080379486084 + ], + "logprob_reward": -0.016080332919955254, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080332919955254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08986695110797882, + 0.06132883578538895, + 0.04836903512477875, + 0.06773080676794052, + 0.2320478856563568, + 0.07739308476448059, + 0.04833660647273064, + 0.06117143854498863, + 0.2140997350215912, + 0.09965559840202332 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.016080332919955254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wax figure of a woman with features reminiscent of classical sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's form sculpted from a profound black void with a soft, waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dramatic overhead spotlight illuminating the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin as a static, eye-level close-up and then perform a slow, tight push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's face disintegrate, showing cracks, peeling wax, and dissolving into black dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544536031782627 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544536031782627, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544536031782627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08156123757362366, + 0.11023809760808945, + 0.07873383909463882, + 0.03646468371152878, + 0.10002819448709488, + 0.1204824224114418, + 0.29367387294769287, + 0.02753748930990696, + 0.06796663999557495, + 0.08331348747015 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.012544536031782627 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_1/index_tensor([6203, 6203])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_1/index_tensor([6203, 6203])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7bc07effafa9de8cc989b4a012aa575d6da15356 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_1/index_tensor([6203, 6203])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic, low-angle tracking shot glides smoothly above the water, moving parallel to the majestic, silent swan as it navigates the calm, glassy expanse. The swan's plumage is a flawless, brilliant white, its texture meticulously detailed, from a soft downy undercoat to a smooth, water-repellent outer coat. Its long, graceful neck forms a graceful S-curve, its head held with regal tranquility. Its bill, a vibrant orange with a distinctive black bottom knob, provides a single, sharp point of color in the otherwise muted scene. The swan glides forward effortlessly and deliberately, propelled by the powerful, invisible thumps of its webbed feet, leaving behind a subtle, expanding V-shaped wake that gently disturbs the mirror-like surface. The entire scene is shrouded in a thick, low-hanging morning mist, which softens all edges and partially obscures the distant outline of reeds on the shoreline. Soft, diffuse sunlight filters through the mist, casting a pearly sheen on the water and capturing the outline of the swan's form, imbuing the entire frame with a cool, tranquil, and ethereal atmosphere.", + "seed": 17100, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_1/index_6203_seed_17100_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05914982026442885, + "vlm_logprob": -0.05914982026442885, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.05914982026442885, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05691063404083252 + ], + "opposite_logprob_tokens": [ + -3.181910514831543 + ], + "logprob_reward": -0.05691063404083252, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.05691063404083252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05614864081144333, + 0.014674724079668522, + 0.03603249415755272, + 0.019190680235624313, + 0.029186079278588295, + 0.03345228731632233, + 0.01637880876660347, + 0.03732575848698616, + 0.7000455260276794, + 0.057564977556467056 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.05691063404083252 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041380167007446 + ], + "opposite_logprob_tokens": [ + -1.9104137420654297 + ], + "logprob_reward": -0.16041380167007446, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041380167007446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.090296171605587, + 0.07496126741170883, + 0.06755546480417252, + 0.0341462679207325, + 0.06643226742744446, + 0.045115526765584946, + 0.03154187649488449, + 0.10105903446674347, + 0.420610636472702, + 0.06828147917985916 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.16041380167007446 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005263281520456076 + ], + "opposite_logprob_tokens": [ + -5.255263328552246 + ], + "logprob_reward": -0.005263281520456076, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005263281520456076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10305856913328171, + 0.04415023699402809, + 0.06784320622682571, + 0.03109140135347843, + 0.053678084164857864, + 0.12389855831861496, + 0.025854554027318954, + 0.03176048770546913, + 0.45771557092666626, + 0.06094934046268463 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.005263281520456076 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497618764638901 + ], + "opposite_logprob_tokens": [ + -2.929976224899292 + ], + "logprob_reward": -0.05497618764638901, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497618764638901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03205234557390213, + 0.013821539469063282, + 0.05952554941177368, + 0.028711192309856415, + 0.16520485281944275, + 0.03655200079083443, + 0.04857800900936127, + 0.06405644118785858, + 0.5119705200195312, + 0.03952754661440849 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.05497618764638901 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185196444392204 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185196444392204, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185196444392204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025774693116545677, + 0.020272258669137955, + 0.09478069096803665, + 0.008113743737339973, + 0.038537461310625076, + 0.053345341235399246, + 0.006972427945584059, + 0.008656560443341732, + 0.7114667892456055, + 0.03208006173372269 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.018185196444392204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, low-angle tracking shot glides smoothly above the water, moving parallel to the majestic, silent swan as it navigates the calm, glassy expanse. The swan's plumage is a flawless, brilliant white, its texture meticulously detailed, from a soft downy undercoat to a smooth, water-repellent outer coat. Its long, graceful neck forms a graceful S-curve, its head held with regal tranquility. Its bill, a vibrant orange with a distinctive black bottom knob, provides a single, sharp point of color in the otherwise muted scene. The swan glides forward effortlessly and deliberately, propelled by the powerful, invisible thumps of its webbed feet, leaving behind a subtle, expanding V-shaped wake that gently disturbs the mirror-like surface. The entire scene is shrouded in a thick, low-hanging morning mist, which softens all edges and partially obscures the distant outline of reeds on the shoreline. Soft, diffuse sunlight filters through the mist, casting a pearly sheen on the water and capturing the outline of the swan's form, imbuing the entire frame with a cool, tranquil, and ethereal atmosphere.", + "seed": 17101, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_1/index_6203_seed_17101_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17184293875470757, + "vlm_logprob": -0.17184293875470757, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.17184293875470757, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17009636759757996 + ], + "opposite_logprob_tokens": [ + -2.0450963973999023 + ], + "logprob_reward": -0.17009636759757996, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.17009636759757996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12747156620025635, + 0.1592550426721573, + 0.07277897745370865, + 0.08678416162729263, + 0.11853381991386414, + 0.05109724774956703, + 0.058494240045547485, + 0.20513464510440826, + 0.07403869926929474, + 0.046411506831645966 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.17009636759757996 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901940494775772 + ], + "opposite_logprob_tokens": [ + -2.57901930809021 + ], + "logprob_reward": -0.07901940494775772, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901940494775772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1515248864889145, + 0.143752321600914, + 0.0775827020406723, + 0.08582340180873871, + 0.07414760440587997, + 0.05538186803460121, + 0.07943467050790787, + 0.1483469158411026, + 0.09698586910963058, + 0.0870196521282196 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.07901940494775772 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004103217739611864 + ], + "opposite_logprob_tokens": [ + -5.504103183746338 + ], + "logprob_reward": -0.004103217739611864, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004103217739611864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1026906818151474, + 0.07885147631168365, + 0.06407635658979416, + 0.08853787928819656, + 0.06861315667629242, + 0.15147782862186432, + 0.032333821058273315, + 0.19318999350070953, + 0.1316721886396408, + 0.08855662494897842 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.004103217739611864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761933326721191 + ], + "opposite_logprob_tokens": [ + -0.8261933326721191 + ], + "logprob_reward": -0.5761933326721191, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761933326721191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22339476644992828, + 0.0833825021982193, + 0.07856493443250656, + 0.036952875554561615, + 0.04079962521791458, + 0.04403258487582207, + 0.029354149475693703, + 0.16442912817001343, + 0.23219013214111328, + 0.06689929217100143 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.5761933326721191 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029802370816469193 + ], + "opposite_logprob_tokens": [ + -3.5298023223876953 + ], + "logprob_reward": -0.029802370816469193, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029802370816469193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1840667575597763, + 0.10705346614122391, + 0.07013250142335892, + 0.130374014377594, + 0.18085697293281555, + 0.07248953729867935, + 0.050899751484394073, + 0.08876007795333862, + 0.0647566020488739, + 0.05061027407646179 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.029802370816469193 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, low-angle tracking shot glides smoothly above the water, moving parallel to the majestic, silent swan as it navigates the calm, glassy expanse. The swan's plumage is a flawless, brilliant white, its texture meticulously detailed, from a soft downy undercoat to a smooth, water-repellent outer coat. Its long, graceful neck forms a graceful S-curve, its head held with regal tranquility. Its bill, a vibrant orange with a distinctive black bottom knob, provides a single, sharp point of color in the otherwise muted scene. The swan glides forward effortlessly and deliberately, propelled by the powerful, invisible thumps of its webbed feet, leaving behind a subtle, expanding V-shaped wake that gently disturbs the mirror-like surface. The entire scene is shrouded in a thick, low-hanging morning mist, which softens all edges and partially obscures the distant outline of reeds on the shoreline. Soft, diffuse sunlight filters through the mist, casting a pearly sheen on the water and capturing the outline of the swan's form, imbuing the entire frame with a cool, tranquil, and ethereal atmosphere.", + "seed": 17102, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_1/index_6203_seed_17102_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.060833485517650845, + "vlm_logprob": -0.060833485517650845, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.060833485517650845, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07056862860918045 + ], + "opposite_logprob_tokens": [ + -2.945568561553955 + ], + "logprob_reward": -0.07056862860918045, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.07056862860918045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11745446920394897, + 0.2588331401348114, + 0.09835363924503326, + 0.18653008341789246, + 0.060767799615859985, + 0.09325868636369705, + 0.03964472562074661, + 0.04986760392785072, + 0.06324630230665207, + 0.032043591141700745 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.07056862860918045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296812444925308 + ], + "opposite_logprob_tokens": [ + -2.2379682064056396 + ], + "logprob_reward": -0.11296812444925308, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296812444925308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20516234636306763, + 0.2568252682685852, + 0.04230048134922981, + 0.04234100505709648, + 0.07457491755485535, + 0.06162234768271446, + 0.023677170276641846, + 0.2136140614748001, + 0.0482294037938118, + 0.03165300935506821 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.11296812444925308 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003622994292527437 + ], + "opposite_logprob_tokens": [ + -5.628623008728027 + ], + "logprob_reward": -0.003622994292527437, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003622994292527437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17877070605754852, + 0.12670233845710754, + 0.09059934318065643, + 0.22259554266929626, + 0.08828095346689224, + 0.05003275349736214, + 0.0189822968095541, + 0.09161629527807236, + 0.06335636973381042, + 0.06906332820653915 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.003622994292527437 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206105649471283 + ], + "opposite_logprob_tokens": [ + -2.812061071395874 + ], + "logprob_reward": -0.06206105649471283, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206105649471283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3142174184322357, + 0.06691738218069077, + 0.10840854793787003, + 0.030678611248731613, + 0.1811438500881195, + 0.08269897848367691, + 0.03933953866362572, + 0.0432334803044796, + 0.07933062314987183, + 0.05403151735663414 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.06206105649471283 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054946623742580414 + ], + "opposite_logprob_tokens": [ + -2.9299466609954834 + ], + "logprob_reward": -0.054946623742580414, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054946623742580414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03351984918117523, + 0.31131044030189514, + 0.10441034287214279, + 0.08350888639688492, + 0.045716580003499985, + 0.0824124738574028, + 0.06540019810199738, + 0.020760001614689827, + 0.2130850851535797, + 0.03987612575292587 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.054946623742580414 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, low-angle tracking shot glides smoothly above the water, moving parallel to the majestic, silent swan as it navigates the calm, glassy expanse. The swan's plumage is a flawless, brilliant white, its texture meticulously detailed, from a soft downy undercoat to a smooth, water-repellent outer coat. Its long, graceful neck forms a graceful S-curve, its head held with regal tranquility. Its bill, a vibrant orange with a distinctive black bottom knob, provides a single, sharp point of color in the otherwise muted scene. The swan glides forward effortlessly and deliberately, propelled by the powerful, invisible thumps of its webbed feet, leaving behind a subtle, expanding V-shaped wake that gently disturbs the mirror-like surface. The entire scene is shrouded in a thick, low-hanging morning mist, which softens all edges and partially obscures the distant outline of reeds on the shoreline. Soft, diffuse sunlight filters through the mist, casting a pearly sheen on the water and capturing the outline of the swan's form, imbuing the entire frame with a cool, tranquil, and ethereal atmosphere.", + "seed": 17103, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_1/index_6203_seed_17103_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10357720358297229, + "vlm_logprob": -0.10357720358297229, + "vlm_yes_no_margin": 2.799999976158142, + "vlm_token_credit": -0.10357720358297229, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21564556658267975 + ], + "opposite_logprob_tokens": [ + -1.7156455516815186 + ], + "logprob_reward": -0.21564556658267975, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21564556658267975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10562242567539215, + 0.0852055549621582, + 0.05267927050590515, + 0.036344174295663834, + 0.14103685319423676, + 0.05255836993455887, + 0.05850955843925476, + 0.04516288638114929, + 0.029353007674217224, + 0.39352789521217346 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.21564556658267975 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033976286649704 + ], + "opposite_logprob_tokens": [ + -2.350339651107788 + ], + "logprob_reward": -0.10033976286649704, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033976286649704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19588680565357208, + 0.06266195327043533, + 0.08632925897836685, + 0.08967174589633942, + 0.05935418978333473, + 0.03707723692059517, + 0.07893482595682144, + 0.07796904444694519, + 0.15820685029029846, + 0.15390810370445251 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.10033976286649704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041066608391702175 + ], + "opposite_logprob_tokens": [ + -5.504106521606445 + ], + "logprob_reward": -0.0041066608391702175, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041066608391702175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1414484977722168, + 0.07025479525327682, + 0.062400706112384796, + 0.12156353145837784, + 0.157902792096138, + 0.06708414852619171, + 0.050807736814022064, + 0.04313115403056145, + 0.04993830621242523, + 0.23546834290027618 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.0041066608391702175 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283713698387146 + ], + "opposite_logprob_tokens": [ + -2.0178370475769043 + ], + "logprob_reward": -0.14283713698387146, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14283713698387146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30171820521354675, + 0.14802217483520508, + 0.08003398776054382, + 0.04367345571517944, + 0.04192870482802391, + 0.07280707359313965, + 0.06128387898206711, + 0.09852567315101624, + 0.039775300770998, + 0.11223157495260239 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.14283713698387146 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a swan with flawless brilliant white plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swan have a long neck forming a graceful S-curve with a vibrant orange bill and black bottom knob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in thick low-hanging morning mist that obscures distant reeds on the shoreline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the swan leave a subtle expanding V-shaped wake on the mirror-like water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054956890642642975 + ], + "opposite_logprob_tokens": [ + -2.9299569129943848 + ], + "logprob_reward": -0.054956890642642975, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054956890642642975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11996126919984818, + 0.09220471233129501, + 0.06334253400564194, + 0.06687985360622406, + 0.17109505832195282, + 0.045869551599025726, + 0.05555218085646629, + 0.05523787438869476, + 0.01966138556599617, + 0.31019556522369385 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.054956890642642975 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_10/index_tensor([9784, 9784])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_10/index_tensor([9784, 9784])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b2f51c61d8b6a65d79c09ea53529ce76a303796e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_10/index_tensor([9784, 9784])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot begins in medium shot, slightly tilted upward, then slowly and steadily pulls back. The camera initially focuses on an elderly farmer, straining to hold a massive, textured, deep orange pumpkin. He is a dark, weathered man, his brow furrowed with exertion beneath his graying hair, his teeth clenched with clenched teeth, and beads of sweat beading on his forehead. He wears a faded blue plaid flannel shirt, sleeves rolled up to the elbows, revealing his muscular, veiny forearms. He wears dark brown canvas trousers stained with dirt. Bent over, his body trembling slightly from the weight of the pumpkin, he cautiously advances across the harvested land with slow, heavy steps. As the camera steadily pulls back, the image gradually widens, placing the farmer's figure within a larger context: a vast expanse of bountiful fields, shimmering in the golden evening sun. Only neatly harvested wheat stubble remained in the fields, long shadows stretching across the ground. On the distant horizon, a sparse row of trees and the silhouette of a small farmhouse could be seen. A soft, warm light shone a gentle glow over the scene, highlighting the tiny dust particles dancing in the air and creating an atmosphere of simplicity, tranquility, and contentment, silently celebrating hard work and the joy of a bountiful harvest.", + "seed": 4857, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_10/index_9784_seed_4857_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12015589261427521, + "vlm_logprob": -0.12015589261427521, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.12015589261427521, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5240260362625122 + ], + "opposite_logprob_tokens": [ + -0.8990260362625122 + ], + "logprob_reward": -0.5240260362625122, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5240260362625122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35238733887672424, + 0.3809049725532532, + 0.031065955758094788, + 0.04815707728266716, + 0.02821030654013157, + 0.04053063318133354, + 0.020127538591623306, + 0.027264729142189026, + 0.00928537454456091, + 0.06206609681248665 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.5240260362625122 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005964812356978655 + ], + "opposite_logprob_tokens": [ + -5.130964756011963 + ], + "logprob_reward": -0.005964812356978655, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005964812356978655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19753138720989227, + 0.6223753094673157, + 0.018250513821840286, + 0.019437873736023903, + 0.021683823317289352, + 0.04678686335682869, + 0.009181777946650982, + 0.01492089033126831, + 0.033769331872463226, + 0.016062133014202118 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.005964812356978655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074505746364594 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074505746364594, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074505746364594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2271655648946762, + 0.4027576446533203, + 0.046260181814432144, + 0.022296223789453506, + 0.03325669839978218, + 0.03502214699983597, + 0.022444088011980057, + 0.08528309315443039, + 0.08890363574028015, + 0.0366106741130352 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.011074505746364594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072501540184021 + ], + "opposite_logprob_tokens": [ + -4.511072635650635 + ], + "logprob_reward": -0.011072501540184021, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072501540184021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18110248446464539, + 0.13558466732501984, + 0.05279834568500519, + 0.03590891510248184, + 0.06832592934370041, + 0.36793527007102966, + 0.035347551107406616, + 0.049590423703193665, + 0.013267074711620808, + 0.06013931334018707 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.011072501540184021 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864160716533661 + ], + "opposite_logprob_tokens": [ + -3.0486416816711426 + ], + "logprob_reward": -0.04864160716533661, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864160716533661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1330035775899887, + 0.2188429832458496, + 0.2748255133628845, + 0.06637067347764969, + 0.1085418239235878, + 0.07923677563667297, + 0.028505809605121613, + 0.047490306198596954, + 0.012796311639249325, + 0.030386269092559814 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.04864160716533661 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins in medium shot, slightly tilted upward, then slowly and steadily pulls back. The camera initially focuses on an elderly farmer, straining to hold a massive, textured, deep orange pumpkin. He is a dark, weathered man, his brow furrowed with exertion beneath his graying hair, his teeth clenched with clenched teeth, and beads of sweat beading on his forehead. He wears a faded blue plaid flannel shirt, sleeves rolled up to the elbows, revealing his muscular, veiny forearms. He wears dark brown canvas trousers stained with dirt. Bent over, his body trembling slightly from the weight of the pumpkin, he cautiously advances across the harvested land with slow, heavy steps. As the camera steadily pulls back, the image gradually widens, placing the farmer's figure within a larger context: a vast expanse of bountiful fields, shimmering in the golden evening sun. Only neatly harvested wheat stubble remained in the fields, long shadows stretching across the ground. On the distant horizon, a sparse row of trees and the silhouette of a small farmhouse could be seen. A soft, warm light shone a gentle glow over the scene, highlighting the tiny dust particles dancing in the air and creating an atmosphere of simplicity, tranquility, and contentment, silently celebrating hard work and the joy of a bountiful harvest.", + "seed": 4858, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_10/index_9784_seed_4858_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05234898361377418, + "vlm_logprob": -0.05234898361377418, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.05234898361377418, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22687213122844696 + ], + "opposite_logprob_tokens": [ + -1.6018720865249634 + ], + "logprob_reward": -0.22687213122844696, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22687213122844696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06418826431035995, + 0.30081066489219666, + 0.1315271407365799, + 0.046446818858385086, + 0.0420837365090847, + 0.04582652449607849, + 0.060151927173137665, + 0.049189940094947815, + 0.21906082332134247, + 0.040714167058467865 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.22687213122844696 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007648232858628035 + ], + "opposite_logprob_tokens": [ + -4.882648468017578 + ], + "logprob_reward": -0.007648232858628035, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007648232858628035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09945249557495117, + 0.188140407204628, + 0.14071966707706451, + 0.047838397324085236, + 0.0877067819237709, + 0.04271860420703888, + 0.024260815232992172, + 0.11657246202230453, + 0.23686128854751587, + 0.015729065984487534 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.007648232858628035 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036174117121845484 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.0036174117121845484, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036174117121845484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08682161569595337, + 0.3804909586906433, + 0.05158940702676773, + 0.03328055143356323, + 0.04539511352777481, + 0.14416342973709106, + 0.0563543327152729, + 0.08160622417926788, + 0.0838528424501419, + 0.0364454947412014 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.0036174117121845484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253888476639986 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.01253888476639986, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253888476639986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03202914074063301, + 0.04274391010403633, + 0.3636658191680908, + 0.03615420311689377, + 0.03364504501223564, + 0.03524474799633026, + 0.021915586665272713, + 0.21170492470264435, + 0.1811380535364151, + 0.041758693754673004 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.01253888476639986 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068257503211498 + ], + "opposite_logprob_tokens": [ + -4.511068344116211 + ], + "logprob_reward": -0.011068257503211498, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068257503211498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06552247703075409, + 0.0889211967587471, + 0.2643541395664215, + 0.033035483211278915, + 0.06141306832432747, + 0.015804706141352654, + 0.045064181089401245, + 0.09824863821268082, + 0.3110949993133545, + 0.016541067510843277 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.011068257503211498 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins in medium shot, slightly tilted upward, then slowly and steadily pulls back. The camera initially focuses on an elderly farmer, straining to hold a massive, textured, deep orange pumpkin. He is a dark, weathered man, his brow furrowed with exertion beneath his graying hair, his teeth clenched with clenched teeth, and beads of sweat beading on his forehead. He wears a faded blue plaid flannel shirt, sleeves rolled up to the elbows, revealing his muscular, veiny forearms. He wears dark brown canvas trousers stained with dirt. Bent over, his body trembling slightly from the weight of the pumpkin, he cautiously advances across the harvested land with slow, heavy steps. As the camera steadily pulls back, the image gradually widens, placing the farmer's figure within a larger context: a vast expanse of bountiful fields, shimmering in the golden evening sun. Only neatly harvested wheat stubble remained in the fields, long shadows stretching across the ground. On the distant horizon, a sparse row of trees and the silhouette of a small farmhouse could be seen. A soft, warm light shone a gentle glow over the scene, highlighting the tiny dust particles dancing in the air and creating an atmosphere of simplicity, tranquility, and contentment, silently celebrating hard work and the joy of a bountiful harvest.", + "seed": 4859, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_10/index_9784_seed_4859_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07084618024528026, + "vlm_logprob": -0.07084618024528026, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.07084618024528026, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28375452756881714 + ], + "opposite_logprob_tokens": [ + -1.408754587173462 + ], + "logprob_reward": -0.28375452756881714, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28375452756881714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11262787133455276, + 0.04434816911816597, + 0.10467101633548737, + 0.03751744329929352, + 0.24354521930217743, + 0.10309718549251556, + 0.027631882578134537, + 0.15424011647701263, + 0.052094876766204834, + 0.12022626399993896 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.28375452756881714 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00527656264603138 + ], + "opposite_logprob_tokens": [ + -5.255276679992676 + ], + "logprob_reward": -0.00527656264603138, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00527656264603138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11316317319869995, + 0.05961010977625847, + 0.15803001821041107, + 0.028456909582018852, + 0.24374237656593323, + 0.2132306545972824, + 0.0366860069334507, + 0.03515727445483208, + 0.03247490152716637, + 0.07944856584072113 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.00527656264603138 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080282740294933 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080282740294933, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080282740294933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13450340926647186, + 0.02871684730052948, + 0.04396621137857437, + 0.04089231416583061, + 0.2240174561738968, + 0.08156351745128632, + 0.24664586782455444, + 0.05492335930466652, + 0.03765925019979477, + 0.10711174458265305 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.011080282740294933 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107108686119318 + ], + "opposite_logprob_tokens": [ + -4.51107120513916 + ], + "logprob_reward": -0.01107108686119318, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107108686119318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04125785082578659, + 0.019222231581807137, + 0.05362435430288315, + 0.01628074236214161, + 0.31202757358551025, + 0.042183347046375275, + 0.03552412986755371, + 0.35186704993247986, + 0.05844797194004059, + 0.06956466287374496 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.01107108686119318 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430484414100647 + ], + "opposite_logprob_tokens": [ + -3.16804838180542 + ], + "logprob_reward": -0.0430484414100647, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430484414100647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07634152472019196, + 0.03519834578037262, + 0.04934375360608101, + 0.022242149338126183, + 0.38979774713516235, + 0.029235143214464188, + 0.03179248422384262, + 0.28529053926467896, + 0.05802169069647789, + 0.022736579179763794 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.0430484414100647 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins in medium shot, slightly tilted upward, then slowly and steadily pulls back. The camera initially focuses on an elderly farmer, straining to hold a massive, textured, deep orange pumpkin. He is a dark, weathered man, his brow furrowed with exertion beneath his graying hair, his teeth clenched with clenched teeth, and beads of sweat beading on his forehead. He wears a faded blue plaid flannel shirt, sleeves rolled up to the elbows, revealing his muscular, veiny forearms. He wears dark brown canvas trousers stained with dirt. Bent over, his body trembling slightly from the weight of the pumpkin, he cautiously advances across the harvested land with slow, heavy steps. As the camera steadily pulls back, the image gradually widens, placing the farmer's figure within a larger context: a vast expanse of bountiful fields, shimmering in the golden evening sun. Only neatly harvested wheat stubble remained in the fields, long shadows stretching across the ground. On the distant horizon, a sparse row of trees and the silhouette of a small farmhouse could be seen. A soft, warm light shone a gentle glow over the scene, highlighting the tiny dust particles dancing in the air and creating an atmosphere of simplicity, tranquility, and contentment, silently celebrating hard work and the joy of a bountiful harvest.", + "seed": 4860, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_10/index_9784_seed_4860_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1578214418143034, + "vlm_logprob": -0.1578214418143034, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.1578214418143034, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.634177565574646 + ], + "opposite_logprob_tokens": [ + -0.759177565574646 + ], + "logprob_reward": -0.634177565574646, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.634177565574646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3657020032405853, + 0.12139696627855301, + 0.11315157264471054, + 0.05400356277823448, + 0.03409859910607338, + 0.08013161271810532, + 0.0826859250664711, + 0.05052996799349785, + 0.036009423434734344, + 0.06229037046432495 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.634177565574646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016104968264698982 + ], + "opposite_logprob_tokens": [ + -4.1411051750183105 + ], + "logprob_reward": -0.016104968264698982, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016104968264698982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06984779238700867, + 0.03630722686648369, + 0.25131532549858093, + 0.11935412883758545, + 0.04037201777100563, + 0.019029119983315468, + 0.02480735071003437, + 0.032619625329971313, + 0.0500926598906517, + 0.3562546968460083 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.016104968264698982 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308098554611206 + ], + "opposite_logprob_tokens": [ + -3.168081045150757 + ], + "logprob_reward": -0.04308098554611206, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308098554611206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16568340361118317, + 0.11100801825523376, + 0.21830424666404724, + 0.13059930503368378, + 0.02920052595436573, + 0.0530925989151001, + 0.05255890637636185, + 0.04643329977989197, + 0.02919086441397667, + 0.1639287918806076 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.04308098554611206 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033701904118061066 + ], + "opposite_logprob_tokens": [ + -3.4087018966674805 + ], + "logprob_reward": -0.033701904118061066, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033701904118061066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05801122635602951, + 0.05202305316925049, + 0.1986020803451538, + 0.08744408190250397, + 0.04712604358792305, + 0.1310073584318161, + 0.04136417806148529, + 0.25000423192977905, + 0.023754088208079338, + 0.11066368222236633 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -0.033701904118061066 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly farmer with graying hair and a weathered appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer holding a massive, textured, deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the farmer wearing a faded blue plaid flannel shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast expanse of harvested fields with wheat stubble and long shadows under a golden evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot tilted upward and slowly pull back to reveal the wider landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062041785567998886 + ], + "opposite_logprob_tokens": [ + -2.812041759490967 + ], + "logprob_reward": -0.062041785567998886, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062041785567998886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09050263464450836, + 0.11307045072317123, + 0.11575257033109665, + 0.10238589346408844, + 0.07394903153181076, + 0.2134855091571808, + 0.02543383277952671, + 0.042854227125644684, + 0.0376325398683548, + 0.18493340909481049 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.062041785567998886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_11/index_tensor([5667, 5667])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_11/index_tensor([5667, 5667])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..341da06981c0ffa02776482a1f0bd7aa3624501b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_11/index_tensor([5667, 5667])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot, captured from a low, upward angle using a telephoto lens, freezes the epic confrontation atop the Yellow Crane Tower. In the frame, two warriors clad in full bronze armor face off atop the iconic yellow glazed tile roof. The telephoto lens compresses the space, making the turbulent sky behind them seem incredibly close and oppressive. The warrior on the left slumps slightly, his legs bent in a lunge, his center of gravity low. Beneath his beast-faced helmet, his piercing eyes fixate on his opponent, his right hand gripping the hilt of the longsword at his waist, veins visible. His bronze armor is intricately engraved with cloud and thunder patterns, and the slight scratches along its edges, worn by years of battle, reflect a cold, hard gleam in the gloomy sky. The warrior opposite him stands erect, his figure even more imposing, the long red tassel on his helmet whipping the air fiercely in the wind. He didn't place his hands on his weapons, but held his arms slightly outstretched. His posture appeared relaxed, but his set jaw and unyielding gaze betrayed a deep sense of vigilance. The glazed tiles beneath their feet shone with a damp sheen in the humid air. Against the backdrop was a vast, boundless sky, thick, dark clouds rolling and converging at a visible speed. Occasionally, a gap in the clouds would reveal a brief, dramatic burst of light, imbuing this fateful confrontation with a solemn and awe-inspiring atmosphere. The dominant tones of the scene, the gray-blue of the sky, the bright yellow of the roofs, and the dark copper of the armor, imbued the scene with a chilling, cinematic quality.", + "seed": 23634, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_11/index_5667_seed_23634_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01743384273722768, + "vlm_logprob": -0.01743384273722768, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.01743384273722768, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021149585023522377 + ], + "opposite_logprob_tokens": [ + -3.8961496353149414 + ], + "logprob_reward": -0.021149585023522377, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021149585023522377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28506115078926086, + 0.1960447132587433, + 0.08185920864343643, + 0.07592682540416718, + 0.0670338049530983, + 0.04850155860185623, + 0.04832873493432999, + 0.0801241472363472, + 0.07531216740608215, + 0.041807692497968674 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.021149585023522377 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421328168362379 + ], + "opposite_logprob_tokens": [ + -4.2642130851745605 + ], + "logprob_reward": -0.01421328168362379, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421328168362379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4303528964519501, + 0.20086930692195892, + 0.083100825548172, + 0.05241086333990097, + 0.04247548058629036, + 0.03424748778343201, + 0.02419452555477619, + 0.03235814347863197, + 0.05668116360902786, + 0.043309278786182404 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01421328168362379 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068601980805397 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068601980805397, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068601980805397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33148929476737976, + 0.14717864990234375, + 0.07455318421125412, + 0.05629575997591019, + 0.05990547314286232, + 0.036062728613615036, + 0.06602626293897629, + 0.08432319015264511, + 0.051348648965358734, + 0.09281684458255768 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.016068601980805397 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059431265108287334 + ], + "opposite_logprob_tokens": [ + -5.130943298339844 + ], + "logprob_reward": -0.0059431265108287334, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059431265108287334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4118886888027191, + 0.1616843044757843, + 0.0809318795800209, + 0.061051804572343826, + 0.05149005725979805, + 0.03696950897574425, + 0.0528501495718956, + 0.05414213612675667, + 0.03438225015997887, + 0.054609209299087524 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0059431265108287334 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029794618487358093 + ], + "opposite_logprob_tokens": [ + -3.529794692993164 + ], + "logprob_reward": -0.029794618487358093, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029794618487358093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2275739163160324, + 0.10289652645587921, + 0.09964775294065475, + 0.09364240616559982, + 0.06476383656263351, + 0.08510596305131912, + 0.10261701047420502, + 0.07894983887672424, + 0.07643868774175644, + 0.06836405396461487 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.029794618487358093 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, captured from a low, upward angle using a telephoto lens, freezes the epic confrontation atop the Yellow Crane Tower. In the frame, two warriors clad in full bronze armor face off atop the iconic yellow glazed tile roof. The telephoto lens compresses the space, making the turbulent sky behind them seem incredibly close and oppressive. The warrior on the left slumps slightly, his legs bent in a lunge, his center of gravity low. Beneath his beast-faced helmet, his piercing eyes fixate on his opponent, his right hand gripping the hilt of the longsword at his waist, veins visible. His bronze armor is intricately engraved with cloud and thunder patterns, and the slight scratches along its edges, worn by years of battle, reflect a cold, hard gleam in the gloomy sky. The warrior opposite him stands erect, his figure even more imposing, the long red tassel on his helmet whipping the air fiercely in the wind. He didn't place his hands on his weapons, but held his arms slightly outstretched. His posture appeared relaxed, but his set jaw and unyielding gaze betrayed a deep sense of vigilance. The glazed tiles beneath their feet shone with a damp sheen in the humid air. Against the backdrop was a vast, boundless sky, thick, dark clouds rolling and converging at a visible speed. Occasionally, a gap in the clouds would reveal a brief, dramatic burst of light, imbuing this fateful confrontation with a solemn and awe-inspiring atmosphere. The dominant tones of the scene, the gray-blue of the sky, the bright yellow of the roofs, and the dark copper of the armor, imbued the scene with a chilling, cinematic quality.", + "seed": 23635, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_11/index_5667_seed_23635_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08301581274718046, + "vlm_logprob": -0.08301581274718046, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.08301581274718046, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3510456085205078 + ], + "opposite_logprob_tokens": [ + -1.2260456085205078 + ], + "logprob_reward": -0.3510456085205078, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3510456085205078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27153480052948, + 0.07312299311161041, + 0.08253825455904007, + 0.026686890050768852, + 0.023517541587352753, + 0.2598904073238373, + 0.18361201882362366, + 0.0230342298746109, + 0.030766326934099197, + 0.025296544656157494 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.3510456085205078 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020607998594641685 + ], + "opposite_logprob_tokens": [ + -3.8956079483032227 + ], + "logprob_reward": -0.020607998594641685, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020607998594641685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21170155704021454, + 0.10013994574546814, + 0.06347081065177917, + 0.06839942932128906, + 0.06052223965525627, + 0.07892972230911255, + 0.08056576550006866, + 0.12318471074104309, + 0.09722676873207092, + 0.1158590316772461 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.020607998594641685 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195299707353115 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195299707353115, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195299707353115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.149412140250206, + 0.08071114122867584, + 0.0919976755976677, + 0.045253340154886246, + 0.15736553072929382, + 0.1549982875585556, + 0.055667679756879807, + 0.09077280014753342, + 0.07789765298366547, + 0.09592382609844208 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.014195299707353115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943363532423973 + ], + "opposite_logprob_tokens": [ + -5.130943298339844 + ], + "logprob_reward": -0.005943363532423973, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943363532423973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30052676796913147, + 0.04456206411123276, + 0.041057758033275604, + 0.07270082086324692, + 0.16405686736106873, + 0.0654614269733429, + 0.1332462877035141, + 0.03497543931007385, + 0.05313028767704964, + 0.09028227627277374 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.005943363532423973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023286793380975723 + ], + "opposite_logprob_tokens": [ + -3.773286819458008 + ], + "logprob_reward": -0.023286793380975723, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023286793380975723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2096482217311859, + 0.05518954619765282, + 0.08450035750865936, + 0.15976068377494812, + 0.030587544664740562, + 0.15096358954906464, + 0.06297749280929565, + 0.06650489568710327, + 0.11854179203510284, + 0.06132593750953674 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.023286793380975723 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, captured from a low, upward angle using a telephoto lens, freezes the epic confrontation atop the Yellow Crane Tower. In the frame, two warriors clad in full bronze armor face off atop the iconic yellow glazed tile roof. The telephoto lens compresses the space, making the turbulent sky behind them seem incredibly close and oppressive. The warrior on the left slumps slightly, his legs bent in a lunge, his center of gravity low. Beneath his beast-faced helmet, his piercing eyes fixate on his opponent, his right hand gripping the hilt of the longsword at his waist, veins visible. His bronze armor is intricately engraved with cloud and thunder patterns, and the slight scratches along its edges, worn by years of battle, reflect a cold, hard gleam in the gloomy sky. The warrior opposite him stands erect, his figure even more imposing, the long red tassel on his helmet whipping the air fiercely in the wind. He didn't place his hands on his weapons, but held his arms slightly outstretched. His posture appeared relaxed, but his set jaw and unyielding gaze betrayed a deep sense of vigilance. The glazed tiles beneath their feet shone with a damp sheen in the humid air. Against the backdrop was a vast, boundless sky, thick, dark clouds rolling and converging at a visible speed. Occasionally, a gap in the clouds would reveal a brief, dramatic burst of light, imbuing this fateful confrontation with a solemn and awe-inspiring atmosphere. The dominant tones of the scene, the gray-blue of the sky, the bright yellow of the roofs, and the dark copper of the armor, imbued the scene with a chilling, cinematic quality.", + "seed": 23636, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_11/index_5667_seed_23636_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03800174398347735, + "vlm_logprob": -0.03800174398347735, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.03800174398347735, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.144443541765213 + ], + "opposite_logprob_tokens": [ + -2.0194435119628906 + ], + "logprob_reward": -0.144443541765213, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.144443541765213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13754011690616608, + 0.024411700665950775, + 0.01891528256237507, + 0.02232818864285946, + 0.04342883080244064, + 0.5177133083343506, + 0.19906048476696014, + 0.013420239090919495, + 0.012377865612506866, + 0.01080399565398693 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.144443541765213 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059650493785738945 + ], + "opposite_logprob_tokens": [ + -5.130965232849121 + ], + "logprob_reward": -0.0059650493785738945, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059650493785738945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2988962233066559, + 0.11095873266458511, + 0.06229396536946297, + 0.061399828642606735, + 0.06851038336753845, + 0.17601196467876434, + 0.04882371425628662, + 0.037781406193971634, + 0.04893158748745918, + 0.08639222383499146 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0059650493785738945 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072265915572643 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072265915572643, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072265915572643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15984264016151428, + 0.05243409425020218, + 0.0414426326751709, + 0.07390793412923813, + 0.15473367273807526, + 0.10202640295028687, + 0.11885536462068558, + 0.04306208714842796, + 0.050479672849178314, + 0.20321550965309143 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.011072265915572643 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005245612468570471 + ], + "opposite_logprob_tokens": [ + -5.255245685577393 + ], + "logprob_reward": -0.005245612468570471, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005245612468570471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23293931782245636, + 0.08028294891119003, + 0.049017030745744705, + 0.09637268632650375, + 0.15022289752960205, + 0.05173017457127571, + 0.1456838697195053, + 0.03062000870704651, + 0.037090178579092026, + 0.12604092061519623 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.005245612468570471 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328225038945675 + ], + "opposite_logprob_tokens": [ + -3.773282289505005 + ], + "logprob_reward": -0.02328225038945675, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328225038945675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16708728671073914, + 0.06611938029527664, + 0.1244269385933876, + 0.0941832959651947, + 0.11477956920862198, + 0.09361544251441956, + 0.1602838784456253, + 0.033462461084127426, + 0.05014391243457794, + 0.09589780867099762 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.02328225038945675 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, captured from a low, upward angle using a telephoto lens, freezes the epic confrontation atop the Yellow Crane Tower. In the frame, two warriors clad in full bronze armor face off atop the iconic yellow glazed tile roof. The telephoto lens compresses the space, making the turbulent sky behind them seem incredibly close and oppressive. The warrior on the left slumps slightly, his legs bent in a lunge, his center of gravity low. Beneath his beast-faced helmet, his piercing eyes fixate on his opponent, his right hand gripping the hilt of the longsword at his waist, veins visible. His bronze armor is intricately engraved with cloud and thunder patterns, and the slight scratches along its edges, worn by years of battle, reflect a cold, hard gleam in the gloomy sky. The warrior opposite him stands erect, his figure even more imposing, the long red tassel on his helmet whipping the air fiercely in the wind. He didn't place his hands on his weapons, but held his arms slightly outstretched. His posture appeared relaxed, but his set jaw and unyielding gaze betrayed a deep sense of vigilance. The glazed tiles beneath their feet shone with a damp sheen in the humid air. Against the backdrop was a vast, boundless sky, thick, dark clouds rolling and converging at a visible speed. Occasionally, a gap in the clouds would reveal a brief, dramatic burst of light, imbuing this fateful confrontation with a solemn and awe-inspiring atmosphere. The dominant tones of the scene, the gray-blue of the sky, the bright yellow of the roofs, and the dark copper of the armor, imbued the scene with a chilling, cinematic quality.", + "seed": 23637, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_11/index_5667_seed_23637_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1261685596778989, + "vlm_logprob": -0.1261685596778989, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.1261685596778989, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5266159176826477 + ], + "opposite_logprob_tokens": [ + -0.9016159176826477 + ], + "logprob_reward": -0.5266159176826477, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5266159176826477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21328015625476837, + 0.047625284641981125, + 0.06516938656568527, + 0.1575881689786911, + 0.05351317301392555, + 0.1043018102645874, + 0.17450886964797974, + 0.04514443501830101, + 0.07231337577104568, + 0.06655530631542206 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.5266159176826477 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014220803044736385 + ], + "opposite_logprob_tokens": [ + -4.264220714569092 + ], + "logprob_reward": -0.014220803044736385, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014220803044736385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25366079807281494, + 0.12341122329235077, + 0.09343089163303375, + 0.08547911047935486, + 0.04865223914384842, + 0.019622575491666794, + 0.07133511453866959, + 0.03055417537689209, + 0.20591950416564941, + 0.06793433427810669 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.014220803044736385 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189528957009315 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189528957009315, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189528957009315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17893846333026886, + 0.12084072083234787, + 0.13239474594593048, + 0.17750050127506256, + 0.08609309047460556, + 0.045424770563840866, + 0.07074833661317825, + 0.08918280154466629, + 0.05121142789721489, + 0.04766513779759407 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.018189528957009315 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977633148431778 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.00977633148431778, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977633148431778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14535558223724365, + 0.09761898219585419, + 0.07583910971879959, + 0.10825853794813156, + 0.07258149236440659, + 0.1422395557165146, + 0.07258475571870804, + 0.03327403962612152, + 0.19322478771209717, + 0.05902310833334923 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.00977633148431778 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the roof of the Yellow Crane Tower with yellow glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two warriors visible wearing full bronze armor with cloud and thunder patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the left in a slumped lunge position with his right hand gripping a longsword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior on the right standing erect with arms outstretched and a long red tassel on his helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a low upward angle using a telephoto lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062040217220783234 + ], + "opposite_logprob_tokens": [ + -2.812040328979492 + ], + "logprob_reward": -0.062040217220783234, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062040217220783234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07987916469573975, + 0.11117006838321686, + 0.11484534293413162, + 0.3086598217487335, + 0.15250742435455322, + 0.06947295367717743, + 0.025143461301922798, + 0.058410607278347015, + 0.05716947093605995, + 0.022741718217730522 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.062040217220783234 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_12/index_tensor([9885, 9885])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_12/index_tensor([9885, 9885])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3ab4a308a8f3546987b531bf2571d9827305e629 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_12/index_tensor([9885, 9885])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping wide shot begins at the center of a swirling energy vortex and zooms out at explosive speed, revealing the magnificent spectacle of the dawn of the universe: Amidst the boundless blackness of the void, countless shards of energy, composed of fiery red and deep blue, violently scatter in Van Gogh's signature whirlpools. These energies are not smooth gases, but entities with the texture of thick oil paintings, each twisting stream composed of a three-dimensional brushstroke. In the exquisite detail of 8K ultra-high-definition resolution, viewers can clearly see the microscopic ridges and gullies formed by the accumulation of pigments. The fiery red energy burns at the edges, colliding and merging with the deep blue, stirring up violent waves of violet and magenta. The entire image is filled with dynamic tension, as the vast vortex of energy expands outward with unstoppable force, tearing apart the tranquil background and creating an atmosphere of primordial, chaotic, and unparalleled grandeur.", + "seed": 14885, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_12/index_9885_seed_14885_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4905223432928324, + "vlm_logprob": -0.4905223432928324, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.4905223432928324, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05578633397817612 + ], + "opposite_logprob_tokens": [ + -2.930786371231079 + ], + "logprob_reward": -0.05578633397817612, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05578633397817612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11548789590597153, + 0.15833646059036255, + 0.08412694931030273, + 0.01939474605023861, + 0.03606629744172096, + 0.0485515296459198, + 0.025005968287587166, + 0.11702094227075577, + 0.01298457384109497, + 0.383024662733078 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.05578633397817612 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.237959146499634 + ], + "opposite_logprob_tokens": [ + -0.11295907199382782 + ], + "logprob_reward": -2.237959146499634, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.237959146499634, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.030656056478619576, + 0.04008088260889053, + 0.026835931465029716, + 0.028348665684461594, + 0.017907731235027313, + 0.028094004839658737, + 0.021587969735264778, + 0.04942135885357857, + 0.020439159125089645, + 0.7366282939910889 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -2.237959146499634 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020641863346099854 + ], + "opposite_logprob_tokens": [ + -3.895641803741455 + ], + "logprob_reward": -0.020641863346099854, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020641863346099854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02379174716770649, + 0.06875148415565491, + 0.016386685892939568, + 0.09820684045553207, + 0.039785098284482956, + 0.04148658365011215, + 0.025420520454645157, + 0.13974082469940186, + 0.03586025908589363, + 0.5105699300765991 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.020641863346099854 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12713666260242462 + ], + "opposite_logprob_tokens": [ + -2.127136707305908 + ], + "logprob_reward": -0.12713666260242462, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12713666260242462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07298446446657181, + 0.011798880994319916, + 0.009472404606640339, + 0.06829596310853958, + 0.03387753292918205, + 0.03090839274227619, + 0.01541279535740614, + 0.060897521674633026, + 0.015727804973721504, + 0.68062424659729 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.12713666260242462 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087710037827492 + ], + "opposite_logprob_tokens": [ + -4.511087894439697 + ], + "logprob_reward": -0.011087710037827492, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087710037827492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028087185695767403, + 0.05476783588528633, + 0.03339998051524162, + 0.052592385560274124, + 0.028108805418014526, + 0.06759004294872284, + 0.03574559465050697, + 0.04554815962910652, + 0.02370484173297882, + 0.6304550766944885 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.011087710037827492 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping wide shot begins at the center of a swirling energy vortex and zooms out at explosive speed, revealing the magnificent spectacle of the dawn of the universe: Amidst the boundless blackness of the void, countless shards of energy, composed of fiery red and deep blue, violently scatter in Van Gogh's signature whirlpools. These energies are not smooth gases, but entities with the texture of thick oil paintings, each twisting stream composed of a three-dimensional brushstroke. In the exquisite detail of 8K ultra-high-definition resolution, viewers can clearly see the microscopic ridges and gullies formed by the accumulation of pigments. The fiery red energy burns at the edges, colliding and merging with the deep blue, stirring up violent waves of violet and magenta. The entire image is filled with dynamic tension, as the vast vortex of energy expands outward with unstoppable force, tearing apart the tranquil background and creating an atmosphere of primordial, chaotic, and unparalleled grandeur.", + "seed": 14886, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_12/index_9885_seed_14886_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4713615711778402, + "vlm_logprob": -0.4713615711778402, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.4713615711778402, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04424542561173439 + ], + "opposite_logprob_tokens": [ + -3.169245481491089 + ], + "logprob_reward": -0.04424542561173439, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04424542561173439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33771076798439026, + 0.06879216432571411, + 0.020841730758547783, + 0.08172684162855148, + 0.05182003229856491, + 0.08476010710000992, + 0.022791387513279915, + 0.2728517949581146, + 0.0376451201736927, + 0.021060070022940636 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.04424542561173439 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.2379446029663086 + ], + "opposite_logprob_tokens": [ + -0.11294469982385635 + ], + "logprob_reward": -2.2379446029663086, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.2379446029663086, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23643255233764648, + 0.16543003916740417, + 0.13093611598014832, + 0.039717257022857666, + 0.043108973652124405, + 0.09443265199661255, + 0.08482643216848373, + 0.09565120190382004, + 0.06870878487825394, + 0.04075594246387482 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -2.2379446029663086 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009819064289331436 + ], + "opposite_logprob_tokens": [ + -4.634819030761719 + ], + "logprob_reward": -0.009819064289331436, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009819064289331436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16202786564826965, + 0.06720542162656784, + 0.2964900732040405, + 0.01946893148124218, + 0.029144005849957466, + 0.13268186151981354, + 0.03816651925444603, + 0.18232005834579468, + 0.04231051355600357, + 0.030184734612703323 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.009819064289331436 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055007439106702805 + ], + "opposite_logprob_tokens": [ + -2.9300074577331543 + ], + "logprob_reward": -0.055007439106702805, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055007439106702805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14816756546497345, + 0.04221447557210922, + 0.2873554229736328, + 0.038610659539699554, + 0.02567295730113983, + 0.33241504430770874, + 0.0435791052877903, + 0.029374701902270317, + 0.022104695439338684, + 0.03050539642572403 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.055007439106702805 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979132391512394 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.00979132391512394, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979132391512394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14881551265716553, + 0.042953699827194214, + 0.13162238895893097, + 0.025270048528909683, + 0.024985406547784805, + 0.19972899556159973, + 0.08152101933956146, + 0.27716943621635437, + 0.03174154460430145, + 0.03619192913174629 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.00979132391512394 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping wide shot begins at the center of a swirling energy vortex and zooms out at explosive speed, revealing the magnificent spectacle of the dawn of the universe: Amidst the boundless blackness of the void, countless shards of energy, composed of fiery red and deep blue, violently scatter in Van Gogh's signature whirlpools. These energies are not smooth gases, but entities with the texture of thick oil paintings, each twisting stream composed of a three-dimensional brushstroke. In the exquisite detail of 8K ultra-high-definition resolution, viewers can clearly see the microscopic ridges and gullies formed by the accumulation of pigments. The fiery red energy burns at the edges, colliding and merging with the deep blue, stirring up violent waves of violet and magenta. The entire image is filled with dynamic tension, as the vast vortex of energy expands outward with unstoppable force, tearing apart the tranquil background and creating an atmosphere of primordial, chaotic, and unparalleled grandeur.", + "seed": 14887, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_12/index_9885_seed_14887_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4586364045739174, + "vlm_logprob": -0.4586364045739174, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.4586364045739174, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.070646271109581 + ], + "opposite_logprob_tokens": [ + -2.695646286010742 + ], + "logprob_reward": -0.070646271109581, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.070646271109581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08837459236383438, + 0.040267009288072586, + 0.01197475753724575, + 0.014032643288373947, + 0.052701354026794434, + 0.01396261714398861, + 0.07626660913228989, + 0.3749869167804718, + 0.22457575798034668, + 0.10285772383213043 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.070646271109581 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.1270480155944824 + ], + "opposite_logprob_tokens": [ + -0.127048060297966 + ], + "logprob_reward": -2.1270480155944824, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.1270480155944824, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11656447499990463, + 0.0645819902420044, + 0.09719063341617584, + 0.038748208433389664, + 0.09029597789049149, + 0.024630069732666016, + 0.08952353149652481, + 0.16611738502979279, + 0.2005663812160492, + 0.1117812916636467 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -2.1270480155944824 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03816156089305878 + ], + "opposite_logprob_tokens": [ + -3.288161516189575 + ], + "logprob_reward": -0.03816156089305878, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03816156089305878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09488566964864731, + 0.12965813279151917, + 0.02445158362388611, + 0.013059440068900585, + 0.05089816451072693, + 0.08411787450313568, + 0.14038662612438202, + 0.1353408545255661, + 0.11736863106489182, + 0.2098330706357956 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.03816156089305878 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04311500862240791 + ], + "opposite_logprob_tokens": [ + -3.1681149005889893 + ], + "logprob_reward": -0.04311500862240791, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04311500862240791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13341277837753296, + 0.137507364153862, + 0.026892703026533127, + 0.021347349509596825, + 0.03511234000325203, + 0.035975269973278046, + 0.07034631073474884, + 0.06671573221683502, + 0.15265697240829468, + 0.3200332224369049 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.04311500862240791 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211166650056839 + ], + "opposite_logprob_tokens": [ + -4.264211177825928 + ], + "logprob_reward": -0.014211166650056839, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211166650056839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045696429908275604, + 0.06737255305051804, + 0.03587942197918892, + 0.023019950836896896, + 0.08363340049982071, + 0.11524304002523422, + 0.14301447570323944, + 0.12070300430059433, + 0.08437299728393555, + 0.28106480836868286 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.014211166650056839 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping wide shot begins at the center of a swirling energy vortex and zooms out at explosive speed, revealing the magnificent spectacle of the dawn of the universe: Amidst the boundless blackness of the void, countless shards of energy, composed of fiery red and deep blue, violently scatter in Van Gogh's signature whirlpools. These energies are not smooth gases, but entities with the texture of thick oil paintings, each twisting stream composed of a three-dimensional brushstroke. In the exquisite detail of 8K ultra-high-definition resolution, viewers can clearly see the microscopic ridges and gullies formed by the accumulation of pigments. The fiery red energy burns at the edges, colliding and merging with the deep blue, stirring up violent waves of violet and magenta. The entire image is filled with dynamic tension, as the vast vortex of energy expands outward with unstoppable force, tearing apart the tranquil background and creating an atmosphere of primordial, chaotic, and unparalleled grandeur.", + "seed": 14888, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_12/index_9885_seed_14888_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.48589024841785433, + "vlm_logprob": -0.48589024841785433, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.48589024841785433, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11408314853906631 + ], + "opposite_logprob_tokens": [ + -2.2390830516815186 + ], + "logprob_reward": -0.11408314853906631, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11408314853906631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1730884313583374, + 0.09071776270866394, + 0.06942888349294662, + 0.16014941036701202, + 0.036887262016534805, + 0.12121514976024628, + 0.1492002308368683, + 0.0448482446372509, + 0.10323946923017502, + 0.051225073635578156 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.11408314853906631 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.2379438877105713 + ], + "opposite_logprob_tokens": [ + -0.11294395476579666 + ], + "logprob_reward": -2.2379438877105713, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.2379438877105713, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09531117975711823, + 0.058517053723335266, + 0.051174554973840714, + 0.2933811843395233, + 0.046920668333768845, + 0.0815899595618248, + 0.09165352582931519, + 0.03733023256063461, + 0.17326898872852325, + 0.07085265219211578 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -2.2379438877105713 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016120100393891335 + ], + "opposite_logprob_tokens": [ + -4.141119956970215 + ], + "logprob_reward": -0.016120100393891335, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016120100393891335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13926060497760773, + 0.0842846930027008, + 0.12496288120746613, + 0.09073890000581741, + 0.07527736574411392, + 0.16992966830730438, + 0.1875656396150589, + 0.032383911311626434, + 0.05584380403161049, + 0.039752550423145294 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.016120100393891335 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043104276061058044 + ], + "opposite_logprob_tokens": [ + -3.1681041717529297 + ], + "logprob_reward": -0.043104276061058044, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043104276061058044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08463623374700546, + 0.062433190643787384, + 0.04916916787624359, + 0.04004569724202156, + 0.04504210501909256, + 0.08681143820285797, + 0.5248863101005554, + 0.0392008014023304, + 0.03797943890094757, + 0.029795626178383827 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.043104276061058044 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot centered on a swirling energy vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom out at explosive speed to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the energy shards composed of fiery red and deep blue colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the energy streams have the texture of thick oil paintings with visible three-dimensional brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the red and blue energies collide to create waves of violet and magenta?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199829384684563 + ], + "opposite_logprob_tokens": [ + -4.018199920654297 + ], + "logprob_reward": -0.018199829384684563, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018199829384684563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12481114268302917, + 0.058814797550439835, + 0.11586428433656693, + 0.2156093567609787, + 0.10669644176959991, + 0.06869571655988693, + 0.10948117822408676, + 0.035369690507650375, + 0.09857700765132904, + 0.06608041375875473 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.018199829384684563 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_13/index_tensor([9980, 9980])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_13/index_tensor([9980, 9980])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..243a9240aa3694dd10bf3bdfcf5013c86efdaf8c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_13/index_tensor([9980, 9980])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium profile shot, positioned at a slightly low angle to convey a sense of gentle majesty, gracefully moves sideways, perfectly synchronizing with the central subject: a lanky, gentle giant composed entirely of living wood and foliage. His form is a meticulous and artistic masterpiece of Art Nouveau; his torso and long limbs are crafted from smooth, polished wood that bends and flows in elegant, sinuous lines, with organic patterns artfully carved into the grain. Dense green foliage covers his shoulders and waist, each leaf delicately swirling with veins. He sways with a soothing, hypnotic, and complex pendulum; his wooden torso initiates a slow, rhythmic tilt, while his slender limbs follow in graceful, delayed arcs, creating a mesmerizing, continuous wave of movement that flows through his entire body. His background is a stylized natural backdrop, a carpet of intricate fern patterns and oversized bell-shaped flowers with pearlescent petals. The trees in the background twist their branches into elaborate, organic arabesques, silhouetted against a sky painted in soft, warm colors. The entire scene is bathed in the warm, diffuse glow of the afternoon sun, casting long, soft shadows that accentuate the rich, earthy browns of the wood and the myriad green hues of the foliage, ultimately creating an atmosphere of deep tranquility and enchantment that captures the essence of artistic, fluid naturalism.", + "seed": 29620, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_13/index_9980_seed_29620_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14438516721129419, + "vlm_logprob": -0.14438516721129419, + "vlm_yes_no_margin": 2.050000023841858, + "vlm_token_credit": -0.14438516721129419, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22638270258903503 + ], + "opposite_logprob_tokens": [ + -1.6013827323913574 + ], + "logprob_reward": -0.22638270258903503, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22638270258903503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5731085538864136, + 0.039736516773700714, + 0.03827035054564476, + 0.06863758713006973, + 0.027049511671066284, + 0.01768524758517742, + 0.041623957455158234, + 0.0748254656791687, + 0.06909266859292984, + 0.0499701164662838 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.22638270258903503 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558531165122986 + ], + "opposite_logprob_tokens": [ + -1.6005853414535522 + ], + "logprob_reward": -0.22558531165122986, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558531165122986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14702071249485016, + 0.09107083082199097, + 0.05802908539772034, + 0.06073523685336113, + 0.09623650461435318, + 0.03894651681184769, + 0.16285888850688934, + 0.23756307363510132, + 0.07280868291854858, + 0.034730371087789536 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.22558531165122986 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904775232076645 + ], + "opposite_logprob_tokens": [ + -2.46404767036438 + ], + "logprob_reward": -0.08904775232076645, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904775232076645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11038859188556671, + 0.13381314277648926, + 0.0521932914853096, + 0.1945231407880783, + 0.06250092387199402, + 0.030568880960345268, + 0.1113763377070427, + 0.194974884390831, + 0.0827060341835022, + 0.026954829692840576 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.08904775232076645 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038111988455057144 + ], + "opposite_logprob_tokens": [ + -3.288111925125122 + ], + "logprob_reward": -0.038111988455057144, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038111988455057144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3509518802165985, + 0.03528514504432678, + 0.06989949941635132, + 0.09297213703393936, + 0.03799733147025108, + 0.04619386047124863, + 0.1404077559709549, + 0.14253480732440948, + 0.06163935735821724, + 0.02211816981434822 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.038111988455057144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279808104038239 + ], + "opposite_logprob_tokens": [ + -2.0177981853485107 + ], + "logprob_reward": -0.14279808104038239, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14279808104038239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28027603030204773, + 0.029999906197190285, + 0.05209478363394737, + 0.05514337122440338, + 0.04016591235995293, + 0.022610487416386604, + 0.12620624899864197, + 0.05611454322934151, + 0.2683604955673218, + 0.06902822852134705 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.14279808104038239 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium profile shot, positioned at a slightly low angle to convey a sense of gentle majesty, gracefully moves sideways, perfectly synchronizing with the central subject: a lanky, gentle giant composed entirely of living wood and foliage. His form is a meticulous and artistic masterpiece of Art Nouveau; his torso and long limbs are crafted from smooth, polished wood that bends and flows in elegant, sinuous lines, with organic patterns artfully carved into the grain. Dense green foliage covers his shoulders and waist, each leaf delicately swirling with veins. He sways with a soothing, hypnotic, and complex pendulum; his wooden torso initiates a slow, rhythmic tilt, while his slender limbs follow in graceful, delayed arcs, creating a mesmerizing, continuous wave of movement that flows through his entire body. His background is a stylized natural backdrop, a carpet of intricate fern patterns and oversized bell-shaped flowers with pearlescent petals. The trees in the background twist their branches into elaborate, organic arabesques, silhouetted against a sky painted in soft, warm colors. The entire scene is bathed in the warm, diffuse glow of the afternoon sun, casting long, soft shadows that accentuate the rich, earthy browns of the wood and the myriad green hues of the foliage, ultimately creating an atmosphere of deep tranquility and enchantment that captures the essence of artistic, fluid naturalism.", + "seed": 29621, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_13/index_9980_seed_29621_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09353925986215472, + "vlm_logprob": -0.09353925986215472, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.09353925986215472, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11453686654567719 + ], + "opposite_logprob_tokens": [ + -2.239536762237549 + ], + "logprob_reward": -0.11453686654567719, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11453686654567719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37381353974342346, + 0.07310961186885834, + 0.07644382119178772, + 0.13634943962097168, + 0.08104502409696579, + 0.024364452809095383, + 0.03129653260111809, + 0.03998468816280365, + 0.09218247979879379, + 0.07141043990850449 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.11453686654567719 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905909210443497 + ], + "opposite_logprob_tokens": [ + -2.4640591144561768 + ], + "logprob_reward": -0.08905909210443497, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905909210443497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1475101113319397, + 0.15432865917682648, + 0.14536766707897186, + 0.17084179818630219, + 0.04931096360087395, + 0.02572208270430565, + 0.1279071867465973, + 0.061765048652887344, + 0.05839955434203148, + 0.05884697660803795 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.08905909210443497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898393273353577 + ], + "opposite_logprob_tokens": [ + -2.578984022140503 + ], + "logprob_reward": -0.07898393273353577, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898393273353577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21291737258434296, + 0.09272291511297226, + 0.1867024451494217, + 0.14430594444274902, + 0.06756140291690826, + 0.025967419147491455, + 0.14201074838638306, + 0.031994305551052094, + 0.04505634680390358, + 0.05076107010245323 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.07898393273353577 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254743155092001 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.005254743155092001, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254743155092001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10447143763303757, + 0.254022479057312, + 0.14734509587287903, + 0.14685967564582825, + 0.06694421917200089, + 0.02066558413207531, + 0.05416259914636612, + 0.14340969920158386, + 0.022855479270219803, + 0.03926371783018112 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.005254743155092001 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798616647720337 + ], + "opposite_logprob_tokens": [ + -1.8048616647720337 + ], + "logprob_reward": -0.1798616647720337, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798616647720337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2695944011211395, + 0.04783313348889351, + 0.15056081116199493, + 0.12321766465902328, + 0.04315612465143204, + 0.07263178378343582, + 0.09721727669239044, + 0.12621355056762695, + 0.04876270517706871, + 0.020812544971704483 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.1798616647720337 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium profile shot, positioned at a slightly low angle to convey a sense of gentle majesty, gracefully moves sideways, perfectly synchronizing with the central subject: a lanky, gentle giant composed entirely of living wood and foliage. His form is a meticulous and artistic masterpiece of Art Nouveau; his torso and long limbs are crafted from smooth, polished wood that bends and flows in elegant, sinuous lines, with organic patterns artfully carved into the grain. Dense green foliage covers his shoulders and waist, each leaf delicately swirling with veins. He sways with a soothing, hypnotic, and complex pendulum; his wooden torso initiates a slow, rhythmic tilt, while his slender limbs follow in graceful, delayed arcs, creating a mesmerizing, continuous wave of movement that flows through his entire body. His background is a stylized natural backdrop, a carpet of intricate fern patterns and oversized bell-shaped flowers with pearlescent petals. The trees in the background twist their branches into elaborate, organic arabesques, silhouetted against a sky painted in soft, warm colors. The entire scene is bathed in the warm, diffuse glow of the afternoon sun, casting long, soft shadows that accentuate the rich, earthy browns of the wood and the myriad green hues of the foliage, ultimately creating an atmosphere of deep tranquility and enchantment that captures the essence of artistic, fluid naturalism.", + "seed": 29622, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_13/index_9980_seed_29622_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14741012314334512, + "vlm_logprob": -0.14741012314334512, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.14741012314334512, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43033480644226074 + ], + "opposite_logprob_tokens": [ + -1.0553348064422607 + ], + "logprob_reward": -0.43033480644226074, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43033480644226074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10356136411428452, + 0.3291899263858795, + 0.060354650020599365, + 0.05571109056472778, + 0.16012945771217346, + 0.09732609242200851, + 0.026922857388854027, + 0.024449782446026802, + 0.06376240402460098, + 0.07859242707490921 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.43033480644226074 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033715736120939255 + ], + "opposite_logprob_tokens": [ + -3.4087157249450684 + ], + "logprob_reward": -0.033715736120939255, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033715736120939255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11179062724113464, + 0.12690924108028412, + 0.07740448415279388, + 0.10494724661111832, + 0.1356988251209259, + 0.07734372466802597, + 0.021453917026519775, + 0.11062991619110107, + 0.08966875821352005, + 0.14415325224399567 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.033715736120939255 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704196572303772 + ], + "opposite_logprob_tokens": [ + -2.127042055130005 + ], + "logprob_reward": -0.12704196572303772, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704196572303772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09499434381723404, + 0.23275455832481384, + 0.0618167407810688, + 0.08967974781990051, + 0.1302005499601364, + 0.0700240358710289, + 0.04937827214598656, + 0.09039108455181122, + 0.06329447776079178, + 0.11746618896722794 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.12704196572303772 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031918552704155445 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.0031918552704155445, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031918552704155445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06069950386881828, + 0.04783589020371437, + 0.09312931448221207, + 0.044701989740133286, + 0.3798253834247589, + 0.06580691039562225, + 0.05448715761303902, + 0.13539576530456543, + 0.029416846111416817, + 0.08870120346546173 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.0031918552704155445 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276625216007233 + ], + "opposite_logprob_tokens": [ + -2.017766237258911 + ], + "logprob_reward": -0.14276625216007233, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14276625216007233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1373196691274643, + 0.06750457733869553, + 0.1390794813632965, + 0.18178699910640717, + 0.07772284746170044, + 0.13877597451210022, + 0.03600986301898956, + 0.04316022992134094, + 0.10455814003944397, + 0.07408218830823898 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.14276625216007233 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium profile shot, positioned at a slightly low angle to convey a sense of gentle majesty, gracefully moves sideways, perfectly synchronizing with the central subject: a lanky, gentle giant composed entirely of living wood and foliage. His form is a meticulous and artistic masterpiece of Art Nouveau; his torso and long limbs are crafted from smooth, polished wood that bends and flows in elegant, sinuous lines, with organic patterns artfully carved into the grain. Dense green foliage covers his shoulders and waist, each leaf delicately swirling with veins. He sways with a soothing, hypnotic, and complex pendulum; his wooden torso initiates a slow, rhythmic tilt, while his slender limbs follow in graceful, delayed arcs, creating a mesmerizing, continuous wave of movement that flows through his entire body. His background is a stylized natural backdrop, a carpet of intricate fern patterns and oversized bell-shaped flowers with pearlescent petals. The trees in the background twist their branches into elaborate, organic arabesques, silhouetted against a sky painted in soft, warm colors. The entire scene is bathed in the warm, diffuse glow of the afternoon sun, casting long, soft shadows that accentuate the rich, earthy browns of the wood and the myriad green hues of the foliage, ultimately creating an atmosphere of deep tranquility and enchantment that captures the essence of artistic, fluid naturalism.", + "seed": 29623, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_13/index_9980_seed_29623_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04524488355964422, + "vlm_logprob": -0.04524488355964422, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.04524488355964422, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0629364550113678 + ], + "opposite_logprob_tokens": [ + -2.812936544418335 + ], + "logprob_reward": -0.0629364550113678, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0629364550113678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12858299911022186, + 0.044560350477695465, + 0.037232641130685806, + 0.03509937599301338, + 0.3407739996910095, + 0.04619637504220009, + 0.03568630293011665, + 0.18343789875507355, + 0.06900816410779953, + 0.07942184060811996 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.0629364550113678 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370743617415428 + ], + "opposite_logprob_tokens": [ + -3.4087073802948 + ], + "logprob_reward": -0.03370743617415428, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370743617415428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12676657736301422, + 0.06157243251800537, + 0.03548196330666542, + 0.03702720254659653, + 0.05051661655306816, + 0.0771639496088028, + 0.02751060575246811, + 0.21510516107082367, + 0.07352796196937561, + 0.2953275740146637 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.03370743617415428 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494809150695801 + ], + "opposite_logprob_tokens": [ + -2.929948091506958 + ], + "logprob_reward": -0.05494809150695801, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494809150695801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17877522110939026, + 0.03986809402704239, + 0.04862896725535393, + 0.12376443296670914, + 0.10501980036497116, + 0.0988515168428421, + 0.06268439441919327, + 0.14827392995357513, + 0.0668812170624733, + 0.12725239992141724 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.05494809150695801 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636845551431179 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636845551431179, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636845551431179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05826732516288757, + 0.014795053750276566, + 0.02215188555419445, + 0.05248188599944115, + 0.5935302972793579, + 0.07931746542453766, + 0.03956451267004013, + 0.04207731410861015, + 0.0314282663166523, + 0.06638597697019577 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.004636845551431179 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a lanky figure composed entirely of living wood and foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's torso and limbs crafted from smooth, polished wood with elegant, sinuous lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the subject sway with a slow, rhythmic pendulum motion where limbs follow in graceful, delayed arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stylized natural scene featuring intricate fern patterns and oversized bell-shaped flowers with pearlescent petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, diffuse glow of the afternoon sun casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999558955430984 + ], + "opposite_logprob_tokens": [ + -2.694995641708374 + ], + "logprob_reward": -0.06999558955430984, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999558955430984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13056129217147827, + 0.022573688998818398, + 0.0678071454167366, + 0.09643399715423584, + 0.3580065965652466, + 0.09894032031297684, + 0.03832753375172615, + 0.09352371841669083, + 0.04061853885650635, + 0.0532071515917778 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.06999558955430984 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_14/index_tensor([8041, 8041])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_14/index_tensor([8041, 8041])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..47b0b47fd75b879f26f0eb5ec2a72ae56ab8c89c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_14/index_tensor([8041, 8041])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, dynamic tracking shot follows a sleek, jet-black coupe as it hurtles forward at breakneck speed on an empty highway shrouded in darkness. Its sleek metallic paintwork gleams with a cold sheen in the darkness, reflecting the scattered ambient light. Its sharp LED headlights cast two piercing, straight beams of white light, slicing the black asphalt ahead, slightly slippery from the light rain, clearly illuminating its rough texture and the gleaming water marks. As the vehicle speeds along, guardrails and blurred signage flash by in the beams. The wheels spin at high speed, kicking up a fine mist that becomes barely visible in the red taillights. The scene, dominated by deep blue and pure black, is punctuated by the brilliant white of the headlights and the crimson of the taillights, creating a cinematic atmosphere of intense speed, tension, and the loneliness and power of a solitary night traveler.", + "seed": 13328, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_14/index_8041_seed_13328_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11221384797245264, + "vlm_logprob": -0.11221384797245264, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.11221384797245264, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34985244274139404 + ], + "opposite_logprob_tokens": [ + -1.224852442741394 + ], + "logprob_reward": -0.34985244274139404, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34985244274139404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1619924008846283, + 0.07205862551927567, + 0.048404380679130554, + 0.04873926565051079, + 0.07830964028835297, + 0.051104433834552765, + 0.05608296021819115, + 0.18381072580814362, + 0.20376718044281006, + 0.09573044627904892 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.34985244274139404 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205958541482687 + ], + "opposite_logprob_tokens": [ + -3.8955957889556885 + ], + "logprob_reward": -0.0205958541482687, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205958541482687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2079005241394043, + 0.06404672563076019, + 0.11609651148319244, + 0.0433526337146759, + 0.05159787833690643, + 0.051613617688417435, + 0.05660054460167885, + 0.1638779491186142, + 0.13983145356178284, + 0.1050821989774704 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.0205958541482687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200235716998577 + ], + "opposite_logprob_tokens": [ + -4.264200210571289 + ], + "logprob_reward": -0.014200235716998577, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200235716998577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07576118409633636, + 0.10880663245916367, + 0.08508262783288956, + 0.05398235470056534, + 0.08802411705255508, + 0.033107634633779526, + 0.022779015824198723, + 0.32175567746162415, + 0.12764619290828705, + 0.08305459469556808 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.014200235716998577 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160689540207386 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160689540207386, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160689540207386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16133417189121246, + 0.04694339260458946, + 0.0496002659201622, + 0.033619340509176254, + 0.052080437541007996, + 0.05657152086496353, + 0.059268977493047714, + 0.36915117502212524, + 0.10318544507026672, + 0.06824516505002975 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.0160689540207386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035175323486328 + ], + "opposite_logprob_tokens": [ + -1.9103517532348633 + ], + "logprob_reward": -0.16035175323486328, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035175323486328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10728347301483154, + 0.10071317106485367, + 0.08460471034049988, + 0.03938880190253258, + 0.10566755384206772, + 0.23562759160995483, + 0.02603178657591343, + 0.12300342321395874, + 0.10462973266839981, + 0.07304972410202026 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.16035175323486328 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot follows a sleek, jet-black coupe as it hurtles forward at breakneck speed on an empty highway shrouded in darkness. Its sleek metallic paintwork gleams with a cold sheen in the darkness, reflecting the scattered ambient light. Its sharp LED headlights cast two piercing, straight beams of white light, slicing the black asphalt ahead, slightly slippery from the light rain, clearly illuminating its rough texture and the gleaming water marks. As the vehicle speeds along, guardrails and blurred signage flash by in the beams. The wheels spin at high speed, kicking up a fine mist that becomes barely visible in the red taillights. The scene, dominated by deep blue and pure black, is punctuated by the brilliant white of the headlights and the crimson of the taillights, creating a cinematic atmosphere of intense speed, tension, and the loneliness and power of a solitary night traveler.", + "seed": 13329, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_14/index_8041_seed_13329_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08893464989960194, + "vlm_logprob": -0.08893464989960194, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.08893464989960194, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14454485476016998 + ], + "opposite_logprob_tokens": [ + -2.019544839859009 + ], + "logprob_reward": -0.14454485476016998, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14454485476016998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07189840078353882, + 0.017411110922694206, + 0.021381206810474396, + 0.01756512187421322, + 0.11961296200752258, + 0.04012853279709816, + 0.12185293436050415, + 0.5451252460479736, + 0.013422729447484016, + 0.03160174936056137 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.14454485476016998 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370697423815727 + ], + "opposite_logprob_tokens": [ + -3.4087069034576416 + ], + "logprob_reward": -0.03370697423815727, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370697423815727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2114577740430832, + 0.03242070600390434, + 0.05156800523400307, + 0.11101202666759491, + 0.23633092641830444, + 0.058965567499399185, + 0.07138635963201523, + 0.11461270600557327, + 0.025371307507157326, + 0.08687462657690048 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.03370697423815727 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082051321864128 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.011082051321864128, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082051321864128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07870322465896606, + 0.03341524302959442, + 0.05501844733953476, + 0.06463902443647385, + 0.4912364184856415, + 0.032633226364851, + 0.05669079348444939, + 0.09339156746864319, + 0.05533551424741745, + 0.03893652930855751 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.011082051321864128 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029790684580802917 + ], + "opposite_logprob_tokens": [ + -3.5297906398773193 + ], + "logprob_reward": -0.029790684580802917, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029790684580802917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4048200845718384, + 0.021041763946413994, + 0.03514862433075905, + 0.02246856316924095, + 0.0506979338824749, + 0.05043682083487511, + 0.04269317165017128, + 0.15997637808322906, + 0.039280444383621216, + 0.1734362691640854 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.029790684580802917 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22554868459701538 + ], + "opposite_logprob_tokens": [ + -1.6005487442016602 + ], + "logprob_reward": -0.22554868459701538, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22554868459701538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0483185276389122, + 0.02660469152033329, + 0.016027044504880905, + 0.02554386481642723, + 0.022603271529078484, + 0.04726864770054817, + 0.10497167706489563, + 0.6178767681121826, + 0.03933509811758995, + 0.051450490951538086 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.22554868459701538 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot follows a sleek, jet-black coupe as it hurtles forward at breakneck speed on an empty highway shrouded in darkness. Its sleek metallic paintwork gleams with a cold sheen in the darkness, reflecting the scattered ambient light. Its sharp LED headlights cast two piercing, straight beams of white light, slicing the black asphalt ahead, slightly slippery from the light rain, clearly illuminating its rough texture and the gleaming water marks. As the vehicle speeds along, guardrails and blurred signage flash by in the beams. The wheels spin at high speed, kicking up a fine mist that becomes barely visible in the red taillights. The scene, dominated by deep blue and pure black, is punctuated by the brilliant white of the headlights and the crimson of the taillights, creating a cinematic atmosphere of intense speed, tension, and the loneliness and power of a solitary night traveler.", + "seed": 13330, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_14/index_8041_seed_13330_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07015230068936944, + "vlm_logprob": -0.07015230068936944, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.07015230068936944, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20306658744812012 + ], + "opposite_logprob_tokens": [ + -1.7030665874481201 + ], + "logprob_reward": -0.20306658744812012, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20306658744812012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03471436724066734, + 0.02718031220138073, + 0.10005404055118561, + 0.015754392370581627, + 0.01671002060174942, + 0.008243527263402939, + 0.03733312711119652, + 0.029100747779011726, + 0.6815261244773865, + 0.04938338324427605 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.20306658744812012 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636442519724369 + ], + "opposite_logprob_tokens": [ + -3.651364326477051 + ], + "logprob_reward": -0.02636442519724369, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636442519724369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0625901073217392, + 0.024205129593610764, + 0.2461748719215393, + 0.03279493376612663, + 0.016351567581295967, + 0.025982968509197235, + 0.09301098436117172, + 0.050194840878248215, + 0.39076995849609375, + 0.05792464315891266 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.02636442519724369 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005955806467682123 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.005955806467682123, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005955806467682123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04609217494726181, + 0.04386242851614952, + 0.5984547138214111, + 0.026510486379265785, + 0.04767116159200668, + 0.10799497365951538, + 0.01564272679388523, + 0.01912425272166729, + 0.07033408433198929, + 0.024312974885106087 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.005955806467682123 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634689211845398 + ], + "opposite_logprob_tokens": [ + -3.6513469219207764 + ], + "logprob_reward": -0.02634689211845398, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634689211845398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04488009959459305, + 0.030756458640098572, + 0.5411622524261475, + 0.0514252744615078, + 0.008206138387322426, + 0.012642019428312778, + 0.036388225853443146, + 0.033700279891490936, + 0.10942664742469788, + 0.13141262531280518 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.02634689211845398 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902779221534729 + ], + "opposite_logprob_tokens": [ + -2.4640278816223145 + ], + "logprob_reward": -0.08902779221534729, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902779221534729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06440256536006927, + 0.04096680507063866, + 0.03578241169452667, + 0.043875060975551605, + 0.04809429869055748, + 0.10000656545162201, + 0.10343771427869797, + 0.12013071030378342, + 0.2897707223892212, + 0.15353308618068695 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.08902779221534729 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot follows a sleek, jet-black coupe as it hurtles forward at breakneck speed on an empty highway shrouded in darkness. Its sleek metallic paintwork gleams with a cold sheen in the darkness, reflecting the scattered ambient light. Its sharp LED headlights cast two piercing, straight beams of white light, slicing the black asphalt ahead, slightly slippery from the light rain, clearly illuminating its rough texture and the gleaming water marks. As the vehicle speeds along, guardrails and blurred signage flash by in the beams. The wheels spin at high speed, kicking up a fine mist that becomes barely visible in the red taillights. The scene, dominated by deep blue and pure black, is punctuated by the brilliant white of the headlights and the crimson of the taillights, creating a cinematic atmosphere of intense speed, tension, and the loneliness and power of a solitary night traveler.", + "seed": 13331, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_14/index_8041_seed_13331_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12289242949336768, + "vlm_logprob": -0.12289242949336768, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.12289242949336768, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2839440703392029 + ], + "opposite_logprob_tokens": [ + -1.4089441299438477 + ], + "logprob_reward": -0.2839440703392029, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2839440703392029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05538816377520561, + 0.025235073640942574, + 0.0450059249997139, + 0.03987115994095802, + 0.03611404448747635, + 0.014204279519617558, + 0.05580904707312584, + 0.4998775124549866, + 0.10073690116405487, + 0.12775789201259613 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.2839440703392029 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020594218745827675 + ], + "opposite_logprob_tokens": [ + -3.8955941200256348 + ], + "logprob_reward": -0.020594218745827675, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020594218745827675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05884523689746857, + 0.02181578055024147, + 0.034295037388801575, + 0.028472287580370903, + 0.07358389347791672, + 0.020357821136713028, + 0.06676941365003586, + 0.22841288149356842, + 0.07826510071754456, + 0.38918253779411316 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.020594218745827675 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544536031782627 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544536031782627, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544536031782627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06804081052541733, + 0.03458328917622566, + 0.03505454957485199, + 0.025543073192238808, + 0.036868225783109665, + 0.04335112124681473, + 0.045420918613672256, + 0.3932265341281891, + 0.05136162415146828, + 0.26654985547065735 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.012544536031782627 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067780554294586 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.016067780554294586, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067780554294586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11536865681409836, + 0.010689415968954563, + 0.055803317576646805, + 0.026182297617197037, + 0.03720516338944435, + 0.0195368230342865, + 0.030844716355204582, + 0.5940102934837341, + 0.031552039086818695, + 0.07880721241235733 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.016067780554294586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, jet-black coupe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle while tracking the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car's sharp LED headlights casting two piercing beams of white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an empty highway shrouded in darkness with light rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the car's wheels spin at high speed, kicking up a fine mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813115417957306 + ], + "opposite_logprob_tokens": [ + -1.4063115119934082 + ], + "logprob_reward": -0.2813115417957306, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813115417957306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059365373104810715, + 0.029516223818063736, + 0.14418651163578033, + 0.04098605364561081, + 0.17521816492080688, + 0.025769416242837906, + 0.05613473802804947, + 0.3204978108406067, + 0.08804197609424591, + 0.06028371676802635 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.2813115417957306 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_15/index_tensor([9047, 9047])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_15/index_tensor([9047, 9047])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b2ec061e5d7185b360cecb10c6b9f72f4e6aa8f5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_15/index_tensor([9047, 9047])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera slowly and steadily approaches a man standing in a dimly lit, luxurious room. He wears a perfectly tailored dark charcoal wool suit jacket over a crisp white dress shirt. A single, dramatic key light from the side sculpts his form, casting deep shadows and creating a powerful black-white contrast, highlighting the sharp line of his jaw and his focused, determined expression. His dark hair is neatly styled. As the camera advances, his hands rise with deliberate grace, resting on his neck. He carefully straightens the collar of his starched white shirt, his fingertips making tiny, precise adjustments to ensure perfect symmetry. The intense light captures the fine twill weave of the shirt fabric and the subtle texture of his skin, creating a tactile visual experience. The background remains a soft, dark blur, ensuring that all attention is focused on this ritual of preparation. The camera's slow, relentless push culminates in extreme close-up, filling the frame with the texture of the collar and the steady, controlled pressure of his fingers, creating an atmosphere of focused attention and quiet, powerful confidence.", + "seed": 7617, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_15/index_9047_seed_7617_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.019589056773111225, + "vlm_logprob": -0.019589056773111225, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.019589056773111225, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028335725888609886 + ], + "opposite_logprob_tokens": [ + -3.6533358097076416 + ], + "logprob_reward": -0.028335725888609886, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028335725888609886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.298994243144989, + 0.037301741540431976, + 0.08744224905967712, + 0.085564985871315, + 0.0435270220041275, + 0.0562131404876709, + 0.162446528673172, + 0.05888529494404793, + 0.0843048170208931, + 0.08531995117664337 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.028335725888609886 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008662031963467598 + ], + "opposite_logprob_tokens": [ + -4.758662223815918 + ], + "logprob_reward": -0.008662031963467598, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008662031963467598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26041847467422485, + 0.02735629864037037, + 0.03824431076645851, + 0.20331445336341858, + 0.026148267090320587, + 0.04454689845442772, + 0.14767321944236755, + 0.11572494357824326, + 0.07185209542512894, + 0.06472108513116837 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.008662031963467598 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054975397884845734 + ], + "opposite_logprob_tokens": [ + -2.9299755096435547 + ], + "logprob_reward": -0.054975397884845734, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054975397884845734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2509552240371704, + 0.05966905504465103, + 0.12606263160705566, + 0.05006660148501396, + 0.06016092374920845, + 0.050272487103939056, + 0.10345408320426941, + 0.060901395976543427, + 0.10907458513975143, + 0.12938296794891357 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.054975397884845734 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254269111901522 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254269111901522, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254269111901522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3543548583984375, + 0.02433929778635502, + 0.025640977546572685, + 0.12044084072113037, + 0.06978202611207962, + 0.04022720828652382, + 0.15590961277484894, + 0.04484803229570389, + 0.0636921152472496, + 0.10076499730348587 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.005254269111901522 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007178590167313814 + ], + "opposite_logprob_tokens": [ + -7.250717639923096 + ], + "logprob_reward": -0.0007178590167313814, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007178590167313814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22762726247310638, + 0.04484349116683006, + 0.14431533217430115, + 0.07883413136005402, + 0.11308382451534271, + 0.054989323019981384, + 0.07881416380405426, + 0.0473053939640522, + 0.04882999137043953, + 0.16135704517364502 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0007178590167313814 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera slowly and steadily approaches a man standing in a dimly lit, luxurious room. He wears a perfectly tailored dark charcoal wool suit jacket over a crisp white dress shirt. A single, dramatic key light from the side sculpts his form, casting deep shadows and creating a powerful black-white contrast, highlighting the sharp line of his jaw and his focused, determined expression. His dark hair is neatly styled. As the camera advances, his hands rise with deliberate grace, resting on his neck. He carefully straightens the collar of his starched white shirt, his fingertips making tiny, precise adjustments to ensure perfect symmetry. The intense light captures the fine twill weave of the shirt fabric and the subtle texture of his skin, creating a tactile visual experience. The background remains a soft, dark blur, ensuring that all attention is focused on this ritual of preparation. The camera's slow, relentless push culminates in extreme close-up, filling the frame with the texture of the collar and the steady, controlled pressure of his fingers, creating an atmosphere of focused attention and quiet, powerful confidence.", + "seed": 7618, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_15/index_9047_seed_7618_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.031148528202902526, + "vlm_logprob": -0.031148528202902526, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.031148528202902526, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03933621197938919 + ], + "opposite_logprob_tokens": [ + -3.2893362045288086 + ], + "logprob_reward": -0.03933621197938919, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03933621197938919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08220639079809189, + 0.03541458025574684, + 0.035144466906785965, + 0.10689779371023178, + 0.0815313309431076, + 0.06972885876893997, + 0.24266307055950165, + 0.058227717876434326, + 0.047392070293426514, + 0.24079373478889465 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.03933621197938919 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308931902050972 + ], + "opposite_logprob_tokens": [ + -3.1680893898010254 + ], + "logprob_reward": -0.04308931902050972, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308931902050972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1393960416316986, + 0.08160589635372162, + 0.11682264506816864, + 0.047651298344135284, + 0.06632335484027863, + 0.1764577180147171, + 0.05945143848657608, + 0.05007287487387657, + 0.09539978951215744, + 0.16681896150112152 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.04308931902050972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981266938149929 + ], + "opposite_logprob_tokens": [ + -3.5298125743865967 + ], + "logprob_reward": -0.02981266938149929, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981266938149929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11115821450948715, + 0.0746830478310585, + 0.053413666784763336, + 0.06698086857795715, + 0.03562342748045921, + 0.09079078584909439, + 0.05481230467557907, + 0.03788730502128601, + 0.028684012591838837, + 0.44596636295318604 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.02981266938149929 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306739568710327 + ], + "opposite_logprob_tokens": [ + -3.168067455291748 + ], + "logprob_reward": -0.04306739568710327, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306739568710327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08380746841430664, + 0.029670394957065582, + 0.04905295744538307, + 0.05108097568154335, + 0.05010736733675003, + 0.20497313141822815, + 0.05162227153778076, + 0.08717219531536102, + 0.16349849104881287, + 0.22901472449302673 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.04306739568710327 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00043704494601115584 + ], + "opposite_logprob_tokens": [ + -7.750437259674072 + ], + "logprob_reward": -0.00043704494601115584, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.00043704494601115584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13325993716716766, + 0.05930798873305321, + 0.05945070460438728, + 0.13616378605365753, + 0.11048369854688644, + 0.07266365736722946, + 0.11784063279628754, + 0.06477014720439911, + 0.07873276621103287, + 0.1673266887664795 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.00043704494601115584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera slowly and steadily approaches a man standing in a dimly lit, luxurious room. He wears a perfectly tailored dark charcoal wool suit jacket over a crisp white dress shirt. A single, dramatic key light from the side sculpts his form, casting deep shadows and creating a powerful black-white contrast, highlighting the sharp line of his jaw and his focused, determined expression. His dark hair is neatly styled. As the camera advances, his hands rise with deliberate grace, resting on his neck. He carefully straightens the collar of his starched white shirt, his fingertips making tiny, precise adjustments to ensure perfect symmetry. The intense light captures the fine twill weave of the shirt fabric and the subtle texture of his skin, creating a tactile visual experience. The background remains a soft, dark blur, ensuring that all attention is focused on this ritual of preparation. The camera's slow, relentless push culminates in extreme close-up, filling the frame with the texture of the collar and the steady, controlled pressure of his fingers, creating an atmosphere of focused attention and quiet, powerful confidence.", + "seed": 7619, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_15/index_9047_seed_7619_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03662552139721811, + "vlm_logprob": -0.03662552139721811, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.03662552139721811, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04186168313026428 + ], + "opposite_logprob_tokens": [ + -3.2918617725372314 + ], + "logprob_reward": -0.04186168313026428, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04186168313026428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18474751710891724, + 0.0833078920841217, + 0.04360100254416466, + 0.09293588250875473, + 0.17534390091896057, + 0.06422816962003708, + 0.0780235230922699, + 0.14924418926239014, + 0.04212455078959465, + 0.08644340932369232 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.04186168313026428 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023320334032177925 + ], + "opposite_logprob_tokens": [ + -3.773320436477661 + ], + "logprob_reward": -0.023320334032177925, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023320334032177925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11158774793148041, + 0.04567723348736763, + 0.04363001510500908, + 0.08042280375957489, + 0.11794290691614151, + 0.06131529435515404, + 0.04649109020829201, + 0.1615694761276245, + 0.13387298583984375, + 0.19749042391777039 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.023320334032177925 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054971110075712204 + ], + "opposite_logprob_tokens": [ + -2.929971218109131 + ], + "logprob_reward": -0.054971110075712204, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054971110075712204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1328115463256836, + 0.3597218692302704, + 0.09546849131584167, + 0.028285102918744087, + 0.03248637542128563, + 0.026084119454026222, + 0.036819830536842346, + 0.1803082525730133, + 0.05531080812215805, + 0.052703581750392914 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.054971110075712204 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205377355217934 + ], + "opposite_logprob_tokens": [ + -2.812053680419922 + ], + "logprob_reward": -0.06205377355217934, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205377355217934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12720942497253418, + 0.07446204870939255, + 0.059901315718889236, + 0.08987541496753693, + 0.19078274071216583, + 0.06784431636333466, + 0.07010974735021591, + 0.15961197018623352, + 0.02124965935945511, + 0.13895340263843536 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.06205377355217934 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000920706195756793 + ], + "opposite_logprob_tokens": [ + -7.00092077255249 + ], + "logprob_reward": -0.000920706195756793, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000920706195756793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1276216059923172, + 0.15267662703990936, + 0.0886436328291893, + 0.06867505609989166, + 0.14490732550621033, + 0.04320131242275238, + 0.097297303378582, + 0.1712440401315689, + 0.048595380038022995, + 0.05713777616620064 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.000920706195756793 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera slowly and steadily approaches a man standing in a dimly lit, luxurious room. He wears a perfectly tailored dark charcoal wool suit jacket over a crisp white dress shirt. A single, dramatic key light from the side sculpts his form, casting deep shadows and creating a powerful black-white contrast, highlighting the sharp line of his jaw and his focused, determined expression. His dark hair is neatly styled. As the camera advances, his hands rise with deliberate grace, resting on his neck. He carefully straightens the collar of his starched white shirt, his fingertips making tiny, precise adjustments to ensure perfect symmetry. The intense light captures the fine twill weave of the shirt fabric and the subtle texture of his skin, creating a tactile visual experience. The background remains a soft, dark blur, ensuring that all attention is focused on this ritual of preparation. The camera's slow, relentless push culminates in extreme close-up, filling the frame with the texture of the collar and the steady, controlled pressure of his fingers, creating an atmosphere of focused attention and quiet, powerful confidence.", + "seed": 7620, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_15/index_9047_seed_7620_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03829880421981215, + "vlm_logprob": -0.03829880421981215, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.03829880421981215, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05230186879634857 + ], + "opposite_logprob_tokens": [ + -3.0523018836975098 + ], + "logprob_reward": -0.05230186879634857, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05230186879634857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6738739013671875, + 0.031148169189691544, + 0.014896946027874947, + 0.020837662741541862, + 0.04209994152188301, + 0.11568187177181244, + 0.01915360428392887, + 0.013330922462046146, + 0.03868095576763153, + 0.030295994132757187 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.05230186879634857 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373025730252266 + ], + "opposite_logprob_tokens": [ + -3.4087302684783936 + ], + "logprob_reward": -0.03373025730252266, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373025730252266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6001933217048645, + 0.07458405196666718, + 0.03653059899806976, + 0.02803635410964489, + 0.02713342197239399, + 0.027729470282793045, + 0.03470507264137268, + 0.04086490720510483, + 0.1060323640704155, + 0.024190401658415794 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.03373025730252266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.070045605301857 + ], + "opposite_logprob_tokens": [ + -2.6950457096099854 + ], + "logprob_reward": -0.070045605301857, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.070045605301857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3533746302127838, + 0.10058441758155823, + 0.13896262645721436, + 0.1993350088596344, + 0.04395922273397446, + 0.02216062694787979, + 0.030145129188895226, + 0.021454188972711563, + 0.03392742946743965, + 0.05609672889113426 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.070045605301857 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370317071676254 + ], + "opposite_logprob_tokens": [ + -3.408703088760376 + ], + "logprob_reward": -0.03370317071676254, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370317071676254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7184392809867859, + 0.048503369092941284, + 0.038180239498615265, + 0.03795449808239937, + 0.03006611205637455, + 0.0427139587700367, + 0.013103902339935303, + 0.024594556540250778, + 0.02264326438307762, + 0.023800792172551155 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.03370317071676254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man wearing a dark charcoal wool suit jacket over a crisp white dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man raise his hands to his neck and straighten the collar of his shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single side key light creating deep shadows and high black-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily approach the subject, culminating in an extreme close-up of the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark blur that keeps the focus on the man?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017131189815700054 + ], + "opposite_logprob_tokens": [ + -6.376713275909424 + ], + "logprob_reward": -0.0017131189815700054, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017131189815700054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5759252905845642, + 0.03549569100141525, + 0.10093908756971359, + 0.05731716752052307, + 0.02371820993721485, + 0.04298422113060951, + 0.03443886712193489, + 0.026621878147125244, + 0.05779959633946419, + 0.044760026037693024 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0017131189815700054 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_2/index_tensor([6483, 6483])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_2/index_tensor([6483, 6483])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..40b60324ca71314529676faa648f8d0f06aff2f0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_2/index_tensor([6483, 6483])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium-long shot, captured from above, imbues the image with the texture of an ancient ink painting. The Monkey King, clad in dazzling golden chain mail, dominates the frame. Atop his head rests a phoenix-winged purple-gold crown, two long pheasant feathers trembling slightly with the force of his charged movement. His face is defiant, his fiery eyes gleaming with determination. He thrusts his body into a lunge, muscles flexing. He grips the heavy, jet-black Ruyi Jingu Club in both hands, raising it high above his head. With unstoppable force, he smashes it down upon a towering celestial mountain in the background, suspended above a sea of clouds. The instant the iron rod makes contact with the mountain's summit, the solid indigo-colored mass of the mountain cracks, sending the massive rock shattering into countless fragments. Most strikingly, the dust stirred up isn't just ordinary smoke, but countless splashing, splattering strokes of thick ink, condensing and flowing through the air with a powerful sense of movement and the rhythm of calligraphy. The main colors of the entire picture are composed of black, white and gray in varying shades. The only bright colors are the golden armor on the Monkey King and the fire in his eyes. The light spreads naturally on the rice paper, creating a unique visual effect of power and aesthetics. It is both violent and full of the unique freehand and ethereal beauty of ink painting. The atmosphere is solemn and extremely impactful.", + "seed": 856, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_2/index_6483_seed_856_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010354335606098174, + "vlm_logprob": -0.010354335606098174, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.010354335606098174, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020934807136654854 + ], + "opposite_logprob_tokens": [ + -3.895934820175171 + ], + "logprob_reward": -0.020934807136654854, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020934807136654854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12580052018165588, + 0.14403413236141205, + 0.0903395414352417, + 0.06602994352579117, + 0.062103986740112305, + 0.10183926671743393, + 0.13077040016651154, + 0.11905147135257721, + 0.06643787771463394, + 0.09359292685985565 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.020934807136654854 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006750871893018484 + ], + "opposite_logprob_tokens": [ + -5.00675106048584 + ], + "logprob_reward": -0.006750871893018484, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006750871893018484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06397826969623566, + 0.16276992857456207, + 0.11114230751991272, + 0.058604564517736435, + 0.06893984973430634, + 0.06948953121900558, + 0.1860913336277008, + 0.08060234040021896, + 0.06908673048019409, + 0.12929517030715942 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.006750871893018484 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046449145302176476 + ], + "opposite_logprob_tokens": [ + -5.379644870758057 + ], + "logprob_reward": -0.0046449145302176476, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046449145302176476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04670393839478493, + 0.13399747014045715, + 0.3894451856613159, + 0.05754980817437172, + 0.03661970794200897, + 0.0777961015701294, + 0.04646415635943413, + 0.043342225253582, + 0.05418629199266434, + 0.11389512568712234 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.0046449145302176476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251778755337 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251778755337, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251778755337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08508297055959702, + 0.1113395020365715, + 0.047084592282772064, + 0.07249970734119415, + 0.06899721920490265, + 0.09468895941972733, + 0.045593854039907455, + 0.07100053876638412, + 0.08074517548084259, + 0.3229674994945526 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.005251778755337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418930571526289 + ], + "opposite_logprob_tokens": [ + -4.26418924331665 + ], + "logprob_reward": -0.01418930571526289, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418930571526289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03820814564824104, + 0.0842270478606224, + 0.025960616767406464, + 0.07298850268125534, + 0.031490813940763474, + 0.0363917201757431, + 0.10656867176294327, + 0.0749126523733139, + 0.10793858766555786, + 0.42131322622299194 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.01418930571526289 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-long shot, captured from above, imbues the image with the texture of an ancient ink painting. The Monkey King, clad in dazzling golden chain mail, dominates the frame. Atop his head rests a phoenix-winged purple-gold crown, two long pheasant feathers trembling slightly with the force of his charged movement. His face is defiant, his fiery eyes gleaming with determination. He thrusts his body into a lunge, muscles flexing. He grips the heavy, jet-black Ruyi Jingu Club in both hands, raising it high above his head. With unstoppable force, he smashes it down upon a towering celestial mountain in the background, suspended above a sea of clouds. The instant the iron rod makes contact with the mountain's summit, the solid indigo-colored mass of the mountain cracks, sending the massive rock shattering into countless fragments. Most strikingly, the dust stirred up isn't just ordinary smoke, but countless splashing, splattering strokes of thick ink, condensing and flowing through the air with a powerful sense of movement and the rhythm of calligraphy. The main colors of the entire picture are composed of black, white and gray in varying shades. The only bright colors are the golden armor on the Monkey King and the fire in his eyes. The light spreads naturally on the rice paper, creating a unique visual effect of power and aesthetics. It is both violent and full of the unique freehand and ethereal beauty of ink painting. The atmosphere is solemn and extremely impactful.", + "seed": 857, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_2/index_6483_seed_857_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01646467428654432, + "vlm_logprob": -0.01646467428654432, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.01646467428654432, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01311697717756033 + ], + "opposite_logprob_tokens": [ + -4.388116836547852 + ], + "logprob_reward": -0.01311697717756033, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01311697717756033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24267084896564484, + 0.04508739709854126, + 0.03575677052140236, + 0.05010024085640907, + 0.16235622763633728, + 0.1062861829996109, + 0.1387576162815094, + 0.1277443915605545, + 0.05265273153781891, + 0.03858758509159088 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.01311697717756033 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005965642165392637 + ], + "opposite_logprob_tokens": [ + -5.130965709686279 + ], + "logprob_reward": -0.005965642165392637, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005965642165392637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3344627916812897, + 0.04956301674246788, + 0.04744073748588562, + 0.07897013425827026, + 0.1961805820465088, + 0.030306527391076088, + 0.14075778424739838, + 0.05474890023469925, + 0.026851482689380646, + 0.04071807488799095 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.005965642165392637 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076352194882929325 + ], + "opposite_logprob_tokens": [ + -4.882635116577148 + ], + "logprob_reward": -0.0076352194882929325, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076352194882929325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09643572568893433, + 0.09080754965543747, + 0.06159724295139313, + 0.08016443252563477, + 0.2828581929206848, + 0.14162877202033997, + 0.06503047794103622, + 0.08858586102724075, + 0.047902923077344894, + 0.044988859444856644 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0076352194882929325 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043068766593933105 + ], + "opposite_logprob_tokens": [ + -3.1680688858032227 + ], + "logprob_reward": -0.043068766593933105, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043068766593933105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037493277341127396, + 0.06290727853775024, + 0.025945374742150307, + 0.07153930515050888, + 0.48386937379837036, + 0.04273175820708275, + 0.11553860455751419, + 0.0676063820719719, + 0.05207694694399834, + 0.04029170423746109 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.043068766593933105 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253676600754261 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.01253676600754261, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253676600754261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25208792090415955, + 0.04359845444560051, + 0.021563448011875153, + 0.02160906046628952, + 0.3545505404472351, + 0.022579066455364227, + 0.16403275728225708, + 0.06421347707509995, + 0.021866872906684875, + 0.033898402005434036 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.01253676600754261 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-long shot, captured from above, imbues the image with the texture of an ancient ink painting. The Monkey King, clad in dazzling golden chain mail, dominates the frame. Atop his head rests a phoenix-winged purple-gold crown, two long pheasant feathers trembling slightly with the force of his charged movement. His face is defiant, his fiery eyes gleaming with determination. He thrusts his body into a lunge, muscles flexing. He grips the heavy, jet-black Ruyi Jingu Club in both hands, raising it high above his head. With unstoppable force, he smashes it down upon a towering celestial mountain in the background, suspended above a sea of clouds. The instant the iron rod makes contact with the mountain's summit, the solid indigo-colored mass of the mountain cracks, sending the massive rock shattering into countless fragments. Most strikingly, the dust stirred up isn't just ordinary smoke, but countless splashing, splattering strokes of thick ink, condensing and flowing through the air with a powerful sense of movement and the rhythm of calligraphy. The main colors of the entire picture are composed of black, white and gray in varying shades. The only bright colors are the golden armor on the Monkey King and the fire in his eyes. The light spreads naturally on the rice paper, creating a unique visual effect of power and aesthetics. It is both violent and full of the unique freehand and ethereal beauty of ink painting. The atmosphere is solemn and extremely impactful.", + "seed": 858, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_2/index_6483_seed_858_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01564906444400549, + "vlm_logprob": -0.01564906444400549, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.01564906444400549, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04379015043377876 + ], + "opposite_logprob_tokens": [ + -3.168790102005005 + ], + "logprob_reward": -0.04379015043377876, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04379015043377876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30180123448371887, + 0.08513426780700684, + 0.08315223455429077, + 0.059165775775909424, + 0.03584166616201401, + 0.15767918527126312, + 0.07507143914699554, + 0.02684839256107807, + 0.04968435317277908, + 0.12562145292758942 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.04379015043377876 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028364923782646656 + ], + "opposite_logprob_tokens": [ + -5.87783670425415 + ], + "logprob_reward": -0.0028364923782646656, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028364923782646656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19626402854919434, + 0.051438700407743454, + 0.2998448610305786, + 0.035396087914705276, + 0.18654844164848328, + 0.05374900624155998, + 0.027395375072956085, + 0.061200790107250214, + 0.032307468354701996, + 0.05585522949695587 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0028364923782646656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007641016039997339 + ], + "opposite_logprob_tokens": [ + -4.882640838623047 + ], + "logprob_reward": -0.007641016039997339, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007641016039997339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09077582508325577, + 0.09961571544408798, + 0.07170765846967697, + 0.07549330592155457, + 0.3408708870410919, + 0.10952406376600266, + 0.0356612354516983, + 0.09118442982435226, + 0.04417085275053978, + 0.040996111929416656 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.007641016039997339 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784949012100697 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.009784949012100697, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784949012100697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13414284586906433, + 0.07942619174718857, + 0.0553746335208416, + 0.0395280160009861, + 0.07507724314928055, + 0.1373714655637741, + 0.07558661699295044, + 0.13399304449558258, + 0.13597765564918518, + 0.13352228701114655 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.009784949012100697 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192714355885983 + ], + "opposite_logprob_tokens": [ + -4.264192581176758 + ], + "logprob_reward": -0.014192714355885983, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192714355885983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16570650041103363, + 0.05922111123800278, + 0.0841323733329773, + 0.05609680712223053, + 0.07172051072120667, + 0.13184736669063568, + 0.07147404551506042, + 0.1043759360909462, + 0.08950471878051758, + 0.16592060029506683 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.014192714355885983 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-long shot, captured from above, imbues the image with the texture of an ancient ink painting. The Monkey King, clad in dazzling golden chain mail, dominates the frame. Atop his head rests a phoenix-winged purple-gold crown, two long pheasant feathers trembling slightly with the force of his charged movement. His face is defiant, his fiery eyes gleaming with determination. He thrusts his body into a lunge, muscles flexing. He grips the heavy, jet-black Ruyi Jingu Club in both hands, raising it high above his head. With unstoppable force, he smashes it down upon a towering celestial mountain in the background, suspended above a sea of clouds. The instant the iron rod makes contact with the mountain's summit, the solid indigo-colored mass of the mountain cracks, sending the massive rock shattering into countless fragments. Most strikingly, the dust stirred up isn't just ordinary smoke, but countless splashing, splattering strokes of thick ink, condensing and flowing through the air with a powerful sense of movement and the rhythm of calligraphy. The main colors of the entire picture are composed of black, white and gray in varying shades. The only bright colors are the golden armor on the Monkey King and the fire in his eyes. The light spreads naturally on the rice paper, creating a unique visual effect of power and aesthetics. It is both violent and full of the unique freehand and ethereal beauty of ink painting. The atmosphere is solemn and extremely impactful.", + "seed": 859, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_2/index_6483_seed_859_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.00708444204647094, + "vlm_logprob": -0.00708444204647094, + "vlm_yes_no_margin": 5.3, + "vlm_token_credit": -0.00708444204647094, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0144676947966218 + ], + "opposite_logprob_tokens": [ + -4.264467716217041 + ], + "logprob_reward": -0.0144676947966218, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0144676947966218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24392260611057281, + 0.06069805473089218, + 0.041491229087114334, + 0.036402877420186996, + 0.06393585354089737, + 0.13667865097522736, + 0.09660828113555908, + 0.07292325794696808, + 0.08607238531112671, + 0.1612667590379715 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.0144676947966218 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024994343984872103 + ], + "opposite_logprob_tokens": [ + -6.002499580383301 + ], + "logprob_reward": -0.0024994343984872103, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024994343984872103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1376112699508667, + 0.10364411771297455, + 0.032642826437950134, + 0.026490535587072372, + 0.06794106215238571, + 0.1651574969291687, + 0.15375156700611115, + 0.07034821808338165, + 0.14742757380008698, + 0.09498535841703415 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.0024994343984872103 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864217709749937 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.00864217709749937, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864217709749937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18463930487632751, + 0.053422313183546066, + 0.029589995741844177, + 0.024488607421517372, + 0.08173929899930954, + 0.21415290236473083, + 0.07741162925958633, + 0.06942340731620789, + 0.10584383457899094, + 0.15928871929645538 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.00864217709749937 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001178999780677259 + ], + "opposite_logprob_tokens": [ + -6.751179218292236 + ], + "logprob_reward": -0.001178999780677259, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001178999780677259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07649463415145874, + 0.038534462451934814, + 0.028422886505723, + 0.022944655269384384, + 0.050907108932733536, + 0.25996190309524536, + 0.13192155957221985, + 0.0983717069029808, + 0.08103452622890472, + 0.21140648424625397 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.001178999780677259 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Monkey King wearing golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a purple-gold crown with two long pheasant feathers on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King performing a lunge while holding a jet-black Ruyi Jingu Club above his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the club smashing a celestial mountain, causing it to crack and shatter into fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust and debris from the impact depicted as thick ink strokes flowing through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633904159069061 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.008633904159069061, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633904159069061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0478314571082592, + 0.015141388401389122, + 0.011438725516200066, + 0.011411938816308975, + 0.02994203381240368, + 0.18813034892082214, + 0.2690364420413971, + 0.13360759615898132, + 0.14777587354183197, + 0.14568424224853516 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.008633904159069061 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_3/index_tensor([2611, 2611])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_3/index_tensor([2611, 2611])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3f62c1f23445a26b36216733cebd03a3038b1ba4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_3/index_tensor([2611, 2611])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From an intense first-person twin shot, simulating the perspective of a belligerent young rooster, the camera remains fixed as a brightly feathered opponent charges directly toward the camera. The entire explosive moment is captured using high-speed macro photography and rendered in stunning slow motion. The frame is filled with the opponent rooster, a majestic creature of its imposing size. Its head thrust forward, its neck feathers—a dazzling array of iridescent green and lustrous black—radiating aggressive intent. Its small eyes, tips of black obsidian, reflect the bright sun overhead, locked in a gaze of focused fury. As it thrusts forward, its powerful, scaly yellow legs extend, its sharp, curved claws gleaming in the light. It pushes off explosively from the dusty ground, creating a miniature cloud of dirt and straw particles in the surrounding air. The high-speed capture reveals every tiny detail: the way the air agitates and separates the individual barbs of its breast feathers, the subtle tension of the muscles beneath its skin, and the raw kinetic energy of the impending clash, creating a visceral and beautiful atmosphere of primal conflict.", + "seed": 30867, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_3/index_2611_seed_30867_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1950455579906702, + "vlm_logprob": -0.1950455579906702, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.1950455579906702, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2556461989879608 + ], + "opposite_logprob_tokens": [ + -1.5056462287902832 + ], + "logprob_reward": -0.2556461989879608, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2556461989879608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1837882548570633, + 0.0820734053850174, + 0.08534492552280426, + 0.08324827253818512, + 0.035931769758462906, + 0.15776711702346802, + 0.12095191329717636, + 0.04823525995016098, + 0.12548498809337616, + 0.0771740972995758 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.2556461989879608 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060297690331936 + ], + "opposite_logprob_tokens": [ + -3.8956029415130615 + ], + "logprob_reward": -0.02060297690331936, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060297690331936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07606670260429382, + 0.0978115051984787, + 0.3196885287761688, + 0.05706588178873062, + 0.04446030780673027, + 0.08286172896623611, + 0.08178605139255524, + 0.0639382004737854, + 0.13669972121715546, + 0.03962142765522003 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.02060297690331936 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033746737986803055 + ], + "opposite_logprob_tokens": [ + -3.4087467193603516 + ], + "logprob_reward": -0.033746737986803055, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033746737986803055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08884988725185394, + 0.03365533426403999, + 0.06408294290304184, + 0.08377359062433243, + 0.04047355800867081, + 0.06198236718773842, + 0.08816356211900711, + 0.12135016173124313, + 0.27922531962394714, + 0.13844329118728638 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.033746737986803055 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905255049467087 + ], + "opposite_logprob_tokens": [ + -2.464052438735962 + ], + "logprob_reward": -0.08905255049467087, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905255049467087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07288702577352524, + 0.02729053795337677, + 0.06573773175477982, + 0.08019239455461502, + 0.052947886288166046, + 0.06946806609630585, + 0.1415790617465973, + 0.04139717295765877, + 0.41013285517692566, + 0.03836725652217865 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.08905255049467087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761793255805969 + ], + "opposite_logprob_tokens": [ + -0.8261793255805969 + ], + "logprob_reward": -0.5761793255805969, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761793255805969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13944657146930695, + 0.1435159295797348, + 0.054513365030288696, + 0.04544363543391228, + 0.07302708178758621, + 0.11306758970022202, + 0.22285330295562744, + 0.046735573559999466, + 0.07987406849861145, + 0.08152290433645248 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.5761793255805969 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From an intense first-person twin shot, simulating the perspective of a belligerent young rooster, the camera remains fixed as a brightly feathered opponent charges directly toward the camera. The entire explosive moment is captured using high-speed macro photography and rendered in stunning slow motion. The frame is filled with the opponent rooster, a majestic creature of its imposing size. Its head thrust forward, its neck feathers—a dazzling array of iridescent green and lustrous black—radiating aggressive intent. Its small eyes, tips of black obsidian, reflect the bright sun overhead, locked in a gaze of focused fury. As it thrusts forward, its powerful, scaly yellow legs extend, its sharp, curved claws gleaming in the light. It pushes off explosively from the dusty ground, creating a miniature cloud of dirt and straw particles in the surrounding air. The high-speed capture reveals every tiny detail: the way the air agitates and separates the individual barbs of its breast feathers, the subtle tension of the muscles beneath its skin, and the raw kinetic energy of the impending clash, creating a visceral and beautiful atmosphere of primal conflict.", + "seed": 30868, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_3/index_2611_seed_30868_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18681087717413902, + "vlm_logprob": -0.18681087717413902, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.18681087717413902, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23080871999263763 + ], + "opposite_logprob_tokens": [ + -1.6058087348937988 + ], + "logprob_reward": -0.23080871999263763, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23080871999263763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045761559158563614, + 0.029380034655332565, + 0.028378363698720932, + 0.048377685248851776, + 0.049182694405317307, + 0.021082663908600807, + 0.04928671196103096, + 0.08625830709934235, + 0.5999230146408081, + 0.04236891120672226 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.23080871999263763 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020602043718099594 + ], + "opposite_logprob_tokens": [ + -3.895601987838745 + ], + "logprob_reward": -0.020602043718099594, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020602043718099594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05439584329724312, + 0.031792446970939636, + 0.052681900560855865, + 0.028433440253138542, + 0.019124986603856087, + 0.01524526160210371, + 0.04380717873573303, + 0.044546402990818024, + 0.6597878336906433, + 0.050184715539216995 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.020602043718099594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08923541009426117 + ], + "opposite_logprob_tokens": [ + -2.464235305786133 + ], + "logprob_reward": -0.08923541009426117, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08923541009426117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05645537003874779, + 0.02338447980582714, + 0.029150959104299545, + 0.036617062985897064, + 0.014537286013364792, + 0.017382211983203888, + 0.030256623402237892, + 0.05437599867582321, + 0.5660052299499512, + 0.1718347668647766 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.08923541009426117 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004515826702118 + ], + "opposite_logprob_tokens": [ + -2.695045232772827 + ], + "logprob_reward": -0.07004515826702118, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004515826702118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04575368016958237, + 0.03712019696831703, + 0.08278881758451462, + 0.03201249986886978, + 0.03889986127614975, + 0.04632069543004036, + 0.06863831728696823, + 0.13325881958007812, + 0.45007166266441345, + 0.06513544172048569 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.07004515826702118 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233630537986755 + ], + "opposite_logprob_tokens": [ + -0.8983630537986755 + ], + "logprob_reward": -0.5233630537986755, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233630537986755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08473105728626251, + 0.053396377712488174, + 0.12954755127429962, + 0.12228632718324661, + 0.09925727546215057, + 0.0434490405023098, + 0.061430674046278, + 0.09681719541549683, + 0.2244049459695816, + 0.08467955142259598 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.5233630537986755 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From an intense first-person twin shot, simulating the perspective of a belligerent young rooster, the camera remains fixed as a brightly feathered opponent charges directly toward the camera. The entire explosive moment is captured using high-speed macro photography and rendered in stunning slow motion. The frame is filled with the opponent rooster, a majestic creature of its imposing size. Its head thrust forward, its neck feathers—a dazzling array of iridescent green and lustrous black—radiating aggressive intent. Its small eyes, tips of black obsidian, reflect the bright sun overhead, locked in a gaze of focused fury. As it thrusts forward, its powerful, scaly yellow legs extend, its sharp, curved claws gleaming in the light. It pushes off explosively from the dusty ground, creating a miniature cloud of dirt and straw particles in the surrounding air. The high-speed capture reveals every tiny detail: the way the air agitates and separates the individual barbs of its breast feathers, the subtle tension of the muscles beneath its skin, and the raw kinetic energy of the impending clash, creating a visceral and beautiful atmosphere of primal conflict.", + "seed": 30869, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_3/index_2611_seed_30869_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10924873761832714, + "vlm_logprob": -0.10924873761832714, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.10924873761832714, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10668062418699265 + ], + "opposite_logprob_tokens": [ + -2.3566806316375732 + ], + "logprob_reward": -0.10668062418699265, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10668062418699265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13760526478290558, + 0.05562934651970863, + 0.04256554692983627, + 0.18407315015792847, + 0.041747864335775375, + 0.11479789018630981, + 0.07695665210485458, + 0.041483305394649506, + 0.2648158073425293, + 0.04032516852021217 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.10668062418699265 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060239389538765 + ], + "opposite_logprob_tokens": [ + -3.8956024646759033 + ], + "logprob_reward": -0.02060239389538765, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060239389538765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10839224606752396, + 0.08360140025615692, + 0.05901718512177467, + 0.10123831778764725, + 0.07916589081287384, + 0.05887704715132713, + 0.09662830829620361, + 0.19455797970294952, + 0.15682649612426758, + 0.06169508025050163 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.02060239389538765 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0791442021727562 + ], + "opposite_logprob_tokens": [ + -2.579144239425659 + ], + "logprob_reward": -0.0791442021727562, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0791442021727562, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08526153862476349, + 0.0937371775507927, + 0.03886648267507553, + 0.045310355722904205, + 0.04411458596587181, + 0.07968562841415405, + 0.0808166041970253, + 0.07124309986829758, + 0.15430353581905365, + 0.3066609799861908 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.0791442021727562 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352928951382637 + ], + "opposite_logprob_tokens": [ + -3.651352882385254 + ], + "logprob_reward": -0.026352928951382637, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352928951382637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13544195890426636, + 0.12405794113874435, + 0.11132454127073288, + 0.036100197583436966, + 0.04437264800071716, + 0.04033352807164192, + 0.08000141382217407, + 0.13897883892059326, + 0.13971681892871857, + 0.14967215061187744 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.026352928951382637 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134635388851166 + ], + "opposite_logprob_tokens": [ + -1.313463568687439 + ], + "logprob_reward": -0.3134635388851166, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134635388851166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25037798285484314, + 0.11864505708217621, + 0.06056378781795502, + 0.0874721109867096, + 0.07570107281208038, + 0.126362606883049, + 0.0631602555513382, + 0.07170625776052475, + 0.09127339720726013, + 0.054737403988838196 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.3134635388851166 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From an intense first-person twin shot, simulating the perspective of a belligerent young rooster, the camera remains fixed as a brightly feathered opponent charges directly toward the camera. The entire explosive moment is captured using high-speed macro photography and rendered in stunning slow motion. The frame is filled with the opponent rooster, a majestic creature of its imposing size. Its head thrust forward, its neck feathers—a dazzling array of iridescent green and lustrous black—radiating aggressive intent. Its small eyes, tips of black obsidian, reflect the bright sun overhead, locked in a gaze of focused fury. As it thrusts forward, its powerful, scaly yellow legs extend, its sharp, curved claws gleaming in the light. It pushes off explosively from the dusty ground, creating a miniature cloud of dirt and straw particles in the surrounding air. The high-speed capture reveals every tiny detail: the way the air agitates and separates the individual barbs of its breast feathers, the subtle tension of the muscles beneath its skin, and the raw kinetic energy of the impending clash, creating a visceral and beautiful atmosphere of primal conflict.", + "seed": 30870, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_3/index_2611_seed_30870_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16227479912340642, + "vlm_logprob": -0.16227479912340642, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.16227479912340642, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09403210878372192 + ], + "opposite_logprob_tokens": [ + -2.469032049179077 + ], + "logprob_reward": -0.09403210878372192, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09403210878372192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08338364958763123, + 0.10384359955787659, + 0.07290192693471909, + 0.03469402343034744, + 0.02839508093893528, + 0.03463684767484665, + 0.06871983408927917, + 0.4542100429534912, + 0.07619333267211914, + 0.04302164912223816 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.09403210878372192 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016096169129014015 + ], + "opposite_logprob_tokens": [ + -4.141096115112305 + ], + "logprob_reward": -0.016096169129014015, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016096169129014015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1928028017282486, + 0.09457731992006302, + 0.08867877721786499, + 0.05154865235090256, + 0.050174400210380554, + 0.04253663867712021, + 0.04527347534894943, + 0.2664996385574341, + 0.11486420780420303, + 0.05304400995373726 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.016096169129014015 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07010217010974884 + ], + "opposite_logprob_tokens": [ + -2.6951022148132324 + ], + "logprob_reward": -0.07010217010974884, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07010217010974884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1083749532699585, + 0.05522074177861214, + 0.0951775312423706, + 0.15672667324543, + 0.0675543025135994, + 0.08114762604236603, + 0.16096439957618713, + 0.12458455562591553, + 0.08705978095531464, + 0.06318946182727814 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.07010217010974884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497697740793228 + ], + "opposite_logprob_tokens": [ + -2.9299769401550293 + ], + "logprob_reward": -0.05497697740793228, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497697740793228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061618395149707794, + 0.03815089911222458, + 0.03623576834797859, + 0.22020871937274933, + 0.060067225247621536, + 0.08220601081848145, + 0.058173976838588715, + 0.3548465073108673, + 0.05533168837428093, + 0.033160753548145294 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.05497697740793228 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective fixed from a first-person viewpoint simulating a rooster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an opponent rooster with iridescent green and lustrous black neck feathers charging directly toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the opponent rooster's legs described as scaly yellow with sharp, curved claws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rooster push off from a dusty ground creating a cloud of dirt and straw particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in high-speed macro photography with slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576166570186615 + ], + "opposite_logprob_tokens": [ + -0.826166570186615 + ], + "logprob_reward": -0.576166570186615, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576166570186615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10576607286930084, + 0.10520467162132263, + 0.034007906913757324, + 0.07074480503797531, + 0.060492850840091705, + 0.06428804993629456, + 0.10398022830486298, + 0.3038173019886017, + 0.06812723726034164, + 0.08357090502977371 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.576166570186615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_4/index_tensor([3913, 3913])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_4/index_tensor([3913, 3913])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5a8e4159a05173a5713b07e048391ce1887e5544 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_4/index_tensor([3913, 3913])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot, shot from an upward angle just below the surface of the water, the camera sways with a barely perceptible oscillation, immersing the viewer in the water. At the center of the frame, a quaint wooden rowboat floats alone on the vast, calm expanse. Soft, golden light from dawn slants down, casting a warm patina on the weathered, dark wood of the boat, revealing the mottled paint and damp wood grain on the sides. As the silky, smooth waves roll in rhythmically and gently, the boat's bow gently rises and then slowly descends, carving an elegant arc across the shimmering water. The distant horizon is shrouded in a thin morning mist, and the sky shimmers in hues of pale pink and violet. The scene's palette is serene and subdued, with light and shadow constantly shifting across the water and the boat, creating a sense of profound tranquility, contemplation, and solitude.", + "seed": 10303, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_4/index_3913_seed_10303_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1641609844751656, + "vlm_logprob": -0.1641609844751656, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.1641609844751656, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011974239721894264 + ], + "opposite_logprob_tokens": [ + -4.636974334716797 + ], + "logprob_reward": -0.011974239721894264, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011974239721894264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09716422855854034, + 0.023256998509168625, + 0.09567700326442719, + 0.04946305602788925, + 0.016058826819062233, + 0.5541978478431702, + 0.07431502640247345, + 0.020063163712620735, + 0.021547067910432816, + 0.048256758600473404 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.011974239721894264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578383684158325 + ], + "opposite_logprob_tokens": [ + -0.6328383684158325 + ], + "logprob_reward": -0.7578383684158325, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578383684158325, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24401016533374786, + 0.06711353361606598, + 0.2058524787425995, + 0.044198114424943924, + 0.0395345538854599, + 0.2927519679069519, + 0.03729083389043808, + 0.010911445133388042, + 0.044132474809885025, + 0.014204349368810654 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.7578383684158325 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038105905055999756 + ], + "opposite_logprob_tokens": [ + -3.2881059646606445 + ], + "logprob_reward": -0.038105905055999756, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038105905055999756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08557949960231781, + 0.03151771426200867, + 0.24732065200805664, + 0.04303384944796562, + 0.029987338930368423, + 0.46056878566741943, + 0.02407682128250599, + 0.02777104638516903, + 0.018447356298565865, + 0.031696904450654984 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.038105905055999756 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633563131093979 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633563131093979, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633563131093979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0874505490064621, + 0.028653420507907867, + 0.26216229796409607, + 0.10443122684955597, + 0.040811579674482346, + 0.29882901906967163, + 0.039455704391002655, + 0.038135331124067307, + 0.05484515801072121, + 0.04522569105029106 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.007633563131093979 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252846051007509 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.005252846051007509, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252846051007509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2667636573314667, + 0.13422633707523346, + 0.11869063228368759, + 0.06046447157859802, + 0.01960202306509018, + 0.10874467343091965, + 0.06845904141664505, + 0.023319007828831673, + 0.03692319244146347, + 0.16280697286128998 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005252846051007509 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot from an upward angle just below the surface of the water, the camera sways with a barely perceptible oscillation, immersing the viewer in the water. At the center of the frame, a quaint wooden rowboat floats alone on the vast, calm expanse. Soft, golden light from dawn slants down, casting a warm patina on the weathered, dark wood of the boat, revealing the mottled paint and damp wood grain on the sides. As the silky, smooth waves roll in rhythmically and gently, the boat's bow gently rises and then slowly descends, carving an elegant arc across the shimmering water. The distant horizon is shrouded in a thin morning mist, and the sky shimmers in hues of pale pink and violet. The scene's palette is serene and subdued, with light and shadow constantly shifting across the water and the boat, creating a sense of profound tranquility, contemplation, and solitude.", + "seed": 10304, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_4/index_3913_seed_10304_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11059494707733393, + "vlm_logprob": -0.11059494707733393, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.11059494707733393, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04472751170396805 + ], + "opposite_logprob_tokens": [ + -3.1697275638580322 + ], + "logprob_reward": -0.04472751170396805, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04472751170396805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06029001250863075, + 0.017995359376072884, + 0.011070238426327705, + 0.016237834468483925, + 0.05901055037975311, + 0.08063120394945145, + 0.3178712725639343, + 0.32613205909729004, + 0.015418973751366138, + 0.0953424796462059 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.04472751170396805 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289214611053467 + ], + "opposite_logprob_tokens": [ + -1.0539214611053467 + ], + "logprob_reward": -0.4289214611053467, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289214611053467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019466742873191833, + 0.005029522813856602, + 0.0032638413831591606, + 0.0057794032618403435, + 0.004941000137478113, + 0.0022922237403690815, + 0.01740330457687378, + 0.09237539768218994, + 0.004867721814662218, + 0.8445809483528137 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.4289214611053467 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204436346888542 + ], + "opposite_logprob_tokens": [ + -2.812044382095337 + ], + "logprob_reward": -0.06204436346888542, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204436346888542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020891927182674408, + 0.005875252652913332, + 0.0063592009246349335, + 0.010017305612564087, + 0.007042360957711935, + 0.01236698217689991, + 0.009991660714149475, + 0.2341780811548233, + 0.009104507975280285, + 0.6841726899147034 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.06204436346888542 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644185960292816 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.008644185960292816, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644185960292816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.007543877698481083, + 0.004116683732718229, + 0.0034350587520748377, + 0.004347349517047405, + 0.00299690174870193, + 0.0036384768318384886, + 0.03328246995806694, + 0.05134015902876854, + 0.005433319136500359, + 0.8838657736778259 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.008644185960292816 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863721314817667 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.00863721314817667, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863721314817667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03996028006076813, + 0.012955299578607082, + 0.007091581355780363, + 0.006466049235314131, + 0.01631345972418785, + 0.016129767522215843, + 0.0656568706035614, + 0.2458149492740631, + 0.011661343276500702, + 0.5779503583908081 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.00863721314817667 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot from an upward angle just below the surface of the water, the camera sways with a barely perceptible oscillation, immersing the viewer in the water. At the center of the frame, a quaint wooden rowboat floats alone on the vast, calm expanse. Soft, golden light from dawn slants down, casting a warm patina on the weathered, dark wood of the boat, revealing the mottled paint and damp wood grain on the sides. As the silky, smooth waves roll in rhythmically and gently, the boat's bow gently rises and then slowly descends, carving an elegant arc across the shimmering water. The distant horizon is shrouded in a thin morning mist, and the sky shimmers in hues of pale pink and violet. The scene's palette is serene and subdued, with light and shadow constantly shifting across the water and the boat, creating a sense of profound tranquility, contemplation, and solitude.", + "seed": 10305, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_4/index_3913_seed_10305_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0774854864925146, + "vlm_logprob": -0.0774854864925146, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.0774854864925146, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.203994020819664 + ], + "opposite_logprob_tokens": [ + -1.7039940357208252 + ], + "logprob_reward": -0.203994020819664, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.203994020819664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2724636197090149, + 0.19300960004329681, + 0.21596699953079224, + 0.08176670968532562, + 0.04117992892861366, + 0.014923415146768093, + 0.012637024745345116, + 0.014248241670429707, + 0.07369177788496017, + 0.08011262863874435 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.203994020819664 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294852942228317 + ], + "opposite_logprob_tokens": [ + -2.237948417663574 + ], + "logprob_reward": -0.11294852942228317, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294852942228317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3199777901172638, + 0.08253853023052216, + 0.15781883895397186, + 0.11117539554834366, + 0.022753173485398293, + 0.049107763916254044, + 0.019542185589671135, + 0.013300847262144089, + 0.12134682387113571, + 0.10243865102529526 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.11294852942228317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865352809429169 + ], + "opposite_logprob_tokens": [ + -3.0486536026000977 + ], + "logprob_reward": -0.04865352809429169, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865352809429169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16037793457508087, + 0.13898581266403198, + 0.18116287887096405, + 0.11893730610609055, + 0.03552250936627388, + 0.03820871561765671, + 0.055090129375457764, + 0.04418284446001053, + 0.10807455331087112, + 0.11945728212594986 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.04865352809429169 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636994123458862 + ], + "opposite_logprob_tokens": [ + -4.882637023925781 + ], + "logprob_reward": -0.007636994123458862, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636994123458862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11991173028945923, + 0.21697968244552612, + 0.14855895936489105, + 0.16946876049041748, + 0.034109167754650116, + 0.06178862601518631, + 0.05174242705106735, + 0.04142709821462631, + 0.029443610459566116, + 0.1265699863433838 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.007636994123458862 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194360002875328 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.014194360002875328, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194360002875328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08322393894195557, + 0.24813981354236603, + 0.102068230509758, + 0.031593311578035355, + 0.05437871068716049, + 0.09322130680084229, + 0.04840604215860367, + 0.06542911380529404, + 0.07668077200651169, + 0.1968587338924408 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.014194360002875328 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot from an upward angle just below the surface of the water, the camera sways with a barely perceptible oscillation, immersing the viewer in the water. At the center of the frame, a quaint wooden rowboat floats alone on the vast, calm expanse. Soft, golden light from dawn slants down, casting a warm patina on the weathered, dark wood of the boat, revealing the mottled paint and damp wood grain on the sides. As the silky, smooth waves roll in rhythmically and gently, the boat's bow gently rises and then slowly descends, carving an elegant arc across the shimmering water. The distant horizon is shrouded in a thin morning mist, and the sky shimmers in hues of pale pink and violet. The scene's palette is serene and subdued, with light and shadow constantly shifting across the water and the boat, creating a sense of profound tranquility, contemplation, and solitude.", + "seed": 10306, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_4/index_3913_seed_10306_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.22685866411775352, + "vlm_logprob": -0.22685866411775352, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.22685866411775352, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018871290609240532 + ], + "opposite_logprob_tokens": [ + -4.143871307373047 + ], + "logprob_reward": -0.018871290609240532, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018871290609240532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20345954596996307, + 0.12406454235315323, + 0.05014973133802414, + 0.2165111005306244, + 0.05124219134449959, + 0.06131327152252197, + 0.055242203176021576, + 0.04687075689435005, + 0.15307646989822388, + 0.03807026147842407 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.018871290609240532 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539122819900513 + ], + "opposite_logprob_tokens": [ + -0.42891231179237366 + ], + "logprob_reward": -1.0539122819900513, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539122819900513, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.28362154960632324, + 0.08890055119991302, + 0.09354498982429504, + 0.11385224759578705, + 0.06694532930850983, + 0.05487075075507164, + 0.04125182703137398, + 0.09868405759334564, + 0.089418925344944, + 0.06890978664159775 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -1.0539122819900513 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307778552174568 + ], + "opposite_logprob_tokens": [ + -3.1680777072906494 + ], + "logprob_reward": -0.04307778552174568, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307778552174568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15437935292720795, + 0.1277434378862381, + 0.0764373242855072, + 0.18526379764080048, + 0.06240127980709076, + 0.13463212549686432, + 0.10089029371738434, + 0.04751405492424965, + 0.07814306020736694, + 0.03259533643722534 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.04307778552174568 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792858734726906 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.009792858734726906, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792858734726906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15937091410160065, + 0.17545467615127563, + 0.11820273101329803, + 0.12918786704540253, + 0.07686954736709595, + 0.06912567466497421, + 0.11192439496517181, + 0.07521537691354752, + 0.045727767050266266, + 0.03892099857330322 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.009792858734726906 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a wooden rowboat at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an upward angle just below the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera sway with a barely perceptible oscillation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat's bow rising and descending in a gentle, rhythmic arc due to silky smooth waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant horizon shrouded in a thin morning mist with a sky in hues of pale pink and violet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863910373300314 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.00863910373300314, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863910373300314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4219481348991394, + 0.06294780224561691, + 0.04599670693278313, + 0.03633439540863037, + 0.22712744772434235, + 0.025859704241156578, + 0.014719085767865181, + 0.10520114004611969, + 0.037361253052949905, + 0.022504298016428947 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.00863910373300314 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_5/index_tensor([5398, 5398])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_5/index_tensor([5398, 5398])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d771daedbb7ee06f604f147a01082bcd82bf66be --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_5/index_tensor([5398, 5398])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fixed low-angle medium shot captures a massive giant panda, its black and white fur languidly curled up deep in a bamboo forest. Its plump body rests gently on a thick, emerald green bamboo pole, its face a look of contentment and tranquility. Warm golden sunlight filters through the dense bamboo foliage overhead, casting countless swaying, mottled specks of light on its fluffy back and the surrounding leaf-strewn ground. Each beam is distinct, and tiny particles of light seem to drift slowly in the air. Surrounding it is an endless, towering sea of bamboo, its leaves a rich, emerald green, their veins each shimmering in the backlight. The entire scene is imbued with Makoto Shinkai's signature delicate textures and beautiful lighting, with warm, bright tones and sharp contrasts, creating a soothing atmosphere of profound tranquility, a feeling of almost frozen time.", + "seed": 11881, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_5/index_5398_seed_11881_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.023625356331467628, + "vlm_logprob": -0.023625356331467628, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.023625356331467628, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016563523560762405 + ], + "opposite_logprob_tokens": [ + -4.141563415527344 + ], + "logprob_reward": -0.016563523560762405, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016563523560762405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2763936221599579, + 0.09757566452026367, + 0.06228597089648247, + 0.08699595183134079, + 0.08658146113157272, + 0.08660541474819183, + 0.06634065508842468, + 0.08419405668973923, + 0.1180814728140831, + 0.034945692867040634 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.016563523560762405 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026369301602244377 + ], + "opposite_logprob_tokens": [ + -3.651369333267212 + ], + "logprob_reward": -0.026369301602244377, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026369301602244377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14971153438091278, + 0.16363877058029175, + 0.11358174681663513, + 0.10923229157924652, + 0.10880845040082932, + 0.035757504403591156, + 0.08741845935583115, + 0.08724462985992432, + 0.0928252562880516, + 0.0517813116312027 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.026369301602244377 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066843643784523 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.016066843643784523, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066843643784523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15749554336071014, + 0.11379875242710114, + 0.13312941789627075, + 0.07289237529039383, + 0.07528970390558243, + 0.08747170865535736, + 0.10411438345909119, + 0.11989884078502655, + 0.0644230917096138, + 0.07148612290620804 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.016066843643784523 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073646023869514 + ], + "opposite_logprob_tokens": [ + -4.141073703765869 + ], + "logprob_reward": -0.016073646023869514, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073646023869514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21858394145965576, + 0.16535213589668274, + 0.0806029886007309, + 0.04568242281675339, + 0.060086216777563095, + 0.052627045661211014, + 0.11818802356719971, + 0.03654789179563522, + 0.13087086379528046, + 0.09145849198102951 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.016073646023869514 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305346682667732 + ], + "opposite_logprob_tokens": [ + -3.168053388595581 + ], + "logprob_reward": -0.04305346682667732, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305346682667732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13533851504325867, + 0.05963663384318352, + 0.07791286706924438, + 0.07113470882177353, + 0.10251154005527496, + 0.04223163053393364, + 0.14512567222118378, + 0.12223953753709793, + 0.20240555703639984, + 0.041463326662778854 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.04305346682667732 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed low-angle medium shot captures a massive giant panda, its black and white fur languidly curled up deep in a bamboo forest. Its plump body rests gently on a thick, emerald green bamboo pole, its face a look of contentment and tranquility. Warm golden sunlight filters through the dense bamboo foliage overhead, casting countless swaying, mottled specks of light on its fluffy back and the surrounding leaf-strewn ground. Each beam is distinct, and tiny particles of light seem to drift slowly in the air. Surrounding it is an endless, towering sea of bamboo, its leaves a rich, emerald green, their veins each shimmering in the backlight. The entire scene is imbued with Makoto Shinkai's signature delicate textures and beautiful lighting, with warm, bright tones and sharp contrasts, creating a soothing atmosphere of profound tranquility, a feeling of almost frozen time.", + "seed": 11882, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_5/index_5398_seed_11882_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02607089839875698, + "vlm_logprob": -0.02607089839875698, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.02607089839875698, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01868152990937233 + ], + "opposite_logprob_tokens": [ + -4.018681526184082 + ], + "logprob_reward": -0.01868152990937233, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01868152990937233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1887492686510086, + 0.08613897114992142, + 0.030327841639518738, + 0.04223049432039261, + 0.067074716091156, + 0.07061581313610077, + 0.09027816355228424, + 0.03162258118391037, + 0.11758530139923096, + 0.2753768861293793 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.01868152990937233 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048677828162908554 + ], + "opposite_logprob_tokens": [ + -3.048677921295166 + ], + "logprob_reward": -0.048677828162908554, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048677828162908554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12472963333129883, + 0.16681838035583496, + 0.06155633181333542, + 0.049496252089738846, + 0.311747670173645, + 0.04571651294827461, + 0.05266925320029259, + 0.02175450325012207, + 0.05614085868000984, + 0.1093706339597702 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.048677828162908554 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066256910562515 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.016066256910562515, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066256910562515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25357943773269653, + 0.11858554929494858, + 0.062423303723335266, + 0.044654618948698044, + 0.03038199618458748, + 0.0896681398153305, + 0.07961040735244751, + 0.0428733229637146, + 0.062132012099027634, + 0.21609117090702057 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.016066256910562515 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058674581348896 + ], + "opposite_logprob_tokens": [ + -3.8955867290496826 + ], + "logprob_reward": -0.02058674581348896, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058674581348896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08355829119682312, + 0.04428274184465408, + 0.03238244727253914, + 0.03243843466043472, + 0.05821284279227257, + 0.06134296953678131, + 0.03127394616603851, + 0.07295695692300797, + 0.05728723481297493, + 0.5262641310691833 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.02058674581348896 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342131197452545 + ], + "opposite_logprob_tokens": [ + -3.6513421535491943 + ], + "logprob_reward": -0.026342131197452545, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342131197452545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24946871399879456, + 0.036707449704408646, + 0.058400899171829224, + 0.07652367651462555, + 0.08858688175678253, + 0.059434033930301666, + 0.3040202856063843, + 0.04191620647907257, + 0.025321820750832558, + 0.05962001904845238 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.026342131197452545 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed low-angle medium shot captures a massive giant panda, its black and white fur languidly curled up deep in a bamboo forest. Its plump body rests gently on a thick, emerald green bamboo pole, its face a look of contentment and tranquility. Warm golden sunlight filters through the dense bamboo foliage overhead, casting countless swaying, mottled specks of light on its fluffy back and the surrounding leaf-strewn ground. Each beam is distinct, and tiny particles of light seem to drift slowly in the air. Surrounding it is an endless, towering sea of bamboo, its leaves a rich, emerald green, their veins each shimmering in the backlight. The entire scene is imbued with Makoto Shinkai's signature delicate textures and beautiful lighting, with warm, bright tones and sharp contrasts, creating a soothing atmosphere of profound tranquility, a feeling of almost frozen time.", + "seed": 11883, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_5/index_5398_seed_11883_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02977285860106349, + "vlm_logprob": -0.02977285860106349, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.02977285860106349, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007120470982044935 + ], + "opposite_logprob_tokens": [ + -5.007120609283447 + ], + "logprob_reward": -0.007120470982044935, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007120470982044935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17381490767002106, + 0.10902948677539825, + 0.15755300223827362, + 0.09328534454107285, + 0.028474166989326477, + 0.08888819068670273, + 0.03005671501159668, + 0.09450890868902206, + 0.10159163177013397, + 0.12279759347438812 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.007120470982044935 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007645866833627224 + ], + "opposite_logprob_tokens": [ + -4.882646083831787 + ], + "logprob_reward": -0.007645866833627224, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007645866833627224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10068915784358978, + 0.04333434998989105, + 0.06666824966669083, + 0.02930162288248539, + 0.19226385653018951, + 0.03523517772555351, + 0.16030530631542206, + 0.05068470910191536, + 0.06296093016862869, + 0.25855663418769836 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.007645866833627224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543593533337116 + ], + "opposite_logprob_tokens": [ + -4.387543678283691 + ], + "logprob_reward": -0.012543593533337116, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543593533337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02395462617278099, + 0.040130503475666046, + 0.025938181206583977, + 0.035170283168554306, + 0.20921561121940613, + 0.05936729162931442, + 0.06210675835609436, + 0.026564249768853188, + 0.0749402567744255, + 0.44261229038238525 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.012543593533337116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643949404358864 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.008643949404358864, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643949404358864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12104038894176483, + 0.06773842871189117, + 0.03492426127195358, + 0.04349880665540695, + 0.07039256393909454, + 0.04025379195809364, + 0.043247587978839874, + 0.031573303043842316, + 0.217461496591568, + 0.3298693597316742 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.008643949404358864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291041225194931 + ], + "opposite_logprob_tokens": [ + -2.237910509109497 + ], + "logprob_reward": -0.11291041225194931, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291041225194931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1782725304365158, + 0.10459662228822708, + 0.1178801879286766, + 0.07017435878515244, + 0.07333221286535263, + 0.1873236447572708, + 0.12608227133750916, + 0.020856639370322227, + 0.050231482833623886, + 0.07124996185302734 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.11291041225194931 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed low-angle medium shot captures a massive giant panda, its black and white fur languidly curled up deep in a bamboo forest. Its plump body rests gently on a thick, emerald green bamboo pole, its face a look of contentment and tranquility. Warm golden sunlight filters through the dense bamboo foliage overhead, casting countless swaying, mottled specks of light on its fluffy back and the surrounding leaf-strewn ground. Each beam is distinct, and tiny particles of light seem to drift slowly in the air. Surrounding it is an endless, towering sea of bamboo, its leaves a rich, emerald green, their veins each shimmering in the backlight. The entire scene is imbued with Makoto Shinkai's signature delicate textures and beautiful lighting, with warm, bright tones and sharp contrasts, creating a soothing atmosphere of profound tranquility, a feeling of almost frozen time.", + "seed": 11884, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_5/index_5398_seed_11884_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.020454263035207986, + "vlm_logprob": -0.020454263035207986, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.020454263035207986, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023723674938082695 + ], + "opposite_logprob_tokens": [ + -3.773723602294922 + ], + "logprob_reward": -0.023723674938082695, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023723674938082695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3788120746612549, + 0.15953367948532104, + 0.0460045151412487, + 0.05712319537997246, + 0.03326086327433586, + 0.02178875356912613, + 0.1044984683394432, + 0.05029485002160072, + 0.110181525349617, + 0.03850192576646805 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.023723674938082695 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029819726943969727 + ], + "opposite_logprob_tokens": [ + -3.5298197269439697 + ], + "logprob_reward": -0.029819726943969727, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029819726943969727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16344279050827026, + 0.1753898411989212, + 0.12302489578723907, + 0.09900690615177155, + 0.07505005598068237, + 0.04125398397445679, + 0.06632103770971298, + 0.07085326313972473, + 0.11063634604215622, + 0.07502095401287079 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.029819726943969727 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002489326987415552 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.002489326987415552, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002489326987415552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38240984082221985, + 0.15002207458019257, + 0.0903002917766571, + 0.050076186656951904, + 0.05368399992585182, + 0.06555567681789398, + 0.06402294337749481, + 0.04294697195291519, + 0.059953540563583374, + 0.0410284586250782 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.002489326987415552 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543711811304092 + ], + "opposite_logprob_tokens": [ + -4.387543678283691 + ], + "logprob_reward": -0.012543711811304092, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543711811304092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48076245188713074, + 0.10822343081235886, + 0.09916185587644577, + 0.05479060485959053, + 0.039597559720277786, + 0.05513373762369156, + 0.05348604544997215, + 0.042960744351148605, + 0.0272838082164526, + 0.03859972581267357 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012543711811304092 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive giant panda with black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda resting its plump body on a thick, emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dense bamboo forest with towering, emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm golden sunlight filter through the foliage, casting distinct mottled specks of light on the panda and ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a fixed low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369487449526787 + ], + "opposite_logprob_tokens": [ + -3.4086949825286865 + ], + "logprob_reward": -0.03369487449526787, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369487449526787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6240431070327759, + 0.08152412623167038, + 0.07443918287754059, + 0.02897822856903076, + 0.025430599227547646, + 0.017410054802894592, + 0.02960275113582611, + 0.04364439472556114, + 0.044413160532712936, + 0.030514342710375786 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03369487449526787 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_6/index_tensor([8124, 8124])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_6/index_tensor([8124, 8124])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dd692422c65f747ae9d152876d0435dacd66f5cd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_6/index_tensor([8124, 8124])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle close-up captures a modern, slim smartphone resting on a smooth, lightly textured wooden surface. Bright, direct midday sunlight streams in through an out-of-frame window, casting a sharp, warm, rectangular beam of light onto the table and partially enveloping the device. The phone's dark, polished glass screen is closed, framed by a matte graphite-colored frame, reflecting the glare as a brilliant white glare against the surface. As its internal vibration motor becomes active, the phone begins to move; it slowly and steadily rotates clockwise, almost imperceptibly spinning on its chassis while drifting in gradual, unpredictable arcs across the wooden plane. The constant, rhythmic humming from within transforms into a hypnotic, silent dance, as the phone's sleek form glides in the direct sunlight, creating an atmosphere of focus and tranquility, yet subtly tense.", + "seed": 15928, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_6/index_8124_seed_15928_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04479348931927234, + "vlm_logprob": -0.04479348931927234, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.04479348931927234, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01357361301779747 + ], + "opposite_logprob_tokens": [ + -4.51357364654541 + ], + "logprob_reward": -0.01357361301779747, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01357361301779747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06397587060928345, + 0.05768406018614769, + 0.03271183371543884, + 0.04889645799994469, + 0.011946364305913448, + 0.027254298329353333, + 0.03583386912941933, + 0.6798467040061951, + 0.022273270413279533, + 0.01957719214260578 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.01357361301779747 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019472938729450107 + ], + "opposite_logprob_tokens": [ + -6.251947402954102 + ], + "logprob_reward": -0.0019472938729450107, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019472938729450107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04635567218065262, + 0.0885315015912056, + 0.05242583900690079, + 0.10876884311437607, + 0.05858169496059418, + 0.03282974287867546, + 0.03589622676372528, + 0.48936349153518677, + 0.04657185077667236, + 0.040675122290849686 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.0019472938729450107 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036190745886415243 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.0036190745886415243, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036190745886415243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05788169056177139, + 0.08771557360887527, + 0.07942912727594376, + 0.39140844345092773, + 0.043968990445137024, + 0.02607099711894989, + 0.01948026940226555, + 0.2386796623468399, + 0.021823344752192497, + 0.0335419587790966 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.0036190745886415243 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427963227033615 + ], + "opposite_logprob_tokens": [ + -2.017796277999878 + ], + "logprob_reward": -0.1427963227033615, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427963227033615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05564814433455467, + 0.10739783197641373, + 0.07440211623907089, + 0.07431507855653763, + 0.04262042045593262, + 0.08841009438037872, + 0.09682655334472656, + 0.3078056573867798, + 0.04533427953720093, + 0.10723978281021118 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.1427963227033615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203114241361618 + ], + "opposite_logprob_tokens": [ + -2.8120310306549072 + ], + "logprob_reward": -0.06203114241361618, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203114241361618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06942147016525269, + 0.040158942341804504, + 0.045689940452575684, + 0.154518261551857, + 0.037281543016433716, + 0.06578997522592545, + 0.05751081183552742, + 0.23527301847934723, + 0.06558232009410858, + 0.22877375781536102 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.06203114241361618 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up captures a modern, slim smartphone resting on a smooth, lightly textured wooden surface. Bright, direct midday sunlight streams in through an out-of-frame window, casting a sharp, warm, rectangular beam of light onto the table and partially enveloping the device. The phone's dark, polished glass screen is closed, framed by a matte graphite-colored frame, reflecting the glare as a brilliant white glare against the surface. As its internal vibration motor becomes active, the phone begins to move; it slowly and steadily rotates clockwise, almost imperceptibly spinning on its chassis while drifting in gradual, unpredictable arcs across the wooden plane. The constant, rhythmic humming from within transforms into a hypnotic, silent dance, as the phone's sleek form glides in the direct sunlight, creating an atmosphere of focus and tranquility, yet subtly tense.", + "seed": 15929, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_6/index_8124_seed_15929_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04124077265150845, + "vlm_logprob": -0.04124077265150845, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.04124077265150845, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015122996643185616 + ], + "opposite_logprob_tokens": [ + -4.265122890472412 + ], + "logprob_reward": -0.015122996643185616, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015122996643185616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15063001215457916, + 0.054925184696912766, + 0.09858282655477524, + 0.06084425374865532, + 0.05290836840867996, + 0.20485278964042664, + 0.07329422235488892, + 0.03324980288743973, + 0.24566277861595154, + 0.025049788877367973 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.015122996643185616 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028247239533811808 + ], + "opposite_logprob_tokens": [ + -5.877824783325195 + ], + "logprob_reward": -0.0028247239533811808, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028247239533811808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11273308098316193, + 0.0891508087515831, + 0.07309438288211823, + 0.06901897490024567, + 0.0714825913310051, + 0.2226923406124115, + 0.12443820387125015, + 0.057366371154785156, + 0.11552371084690094, + 0.06449953466653824 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.0028247239533811808 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636252298951149 + ], + "opposite_logprob_tokens": [ + -5.379636287689209 + ], + "logprob_reward": -0.004636252298951149, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636252298951149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1743021160364151, + 0.029444236308336258, + 0.03808431699872017, + 0.05903316289186478, + 0.10534404218196869, + 0.4669494926929474, + 0.03101276606321335, + 0.036348845809698105, + 0.03178196772933006, + 0.027699064463377 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.004636252298951149 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603432297706604 + ], + "opposite_logprob_tokens": [ + -1.9103431701660156 + ], + "logprob_reward": -0.1603432297706604, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603432297706604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13910770416259766, + 0.08266148716211319, + 0.09841624647378922, + 0.03536911681294441, + 0.07183431833982468, + 0.16061769425868988, + 0.1311008483171463, + 0.04263925179839134, + 0.16200511157512665, + 0.07624826580286026 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.1603432297706604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023276660591363907 + ], + "opposite_logprob_tokens": [ + -3.7732765674591064 + ], + "logprob_reward": -0.023276660591363907, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023276660591363907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24927620589733124, + 0.15628480911254883, + 0.13040471076965332, + 0.06463807821273804, + 0.052372563630342484, + 0.16235722601413727, + 0.06720487028360367, + 0.049520038068294525, + 0.026864876970648766, + 0.041076600551605225 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.023276660591363907 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up captures a modern, slim smartphone resting on a smooth, lightly textured wooden surface. Bright, direct midday sunlight streams in through an out-of-frame window, casting a sharp, warm, rectangular beam of light onto the table and partially enveloping the device. The phone's dark, polished glass screen is closed, framed by a matte graphite-colored frame, reflecting the glare as a brilliant white glare against the surface. As its internal vibration motor becomes active, the phone begins to move; it slowly and steadily rotates clockwise, almost imperceptibly spinning on its chassis while drifting in gradual, unpredictable arcs across the wooden plane. The constant, rhythmic humming from within transforms into a hypnotic, silent dance, as the phone's sleek form glides in the direct sunlight, creating an atmosphere of focus and tranquility, yet subtly tense.", + "seed": 15930, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_6/index_8124_seed_15930_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.038547242106869814, + "vlm_logprob": -0.038547242106869814, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.038547242106869814, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034734778106212616 + ], + "opposite_logprob_tokens": [ + -3.4097347259521484 + ], + "logprob_reward": -0.034734778106212616, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034734778106212616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22509892284870148, + 0.09630598872900009, + 0.09224280714988708, + 0.08415503054857254, + 0.031158167868852615, + 0.12737788259983063, + 0.024143420159816742, + 0.10679259896278381, + 0.17850296199321747, + 0.03422220051288605 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.034734778106212616 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036174117121845484 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.0036174117121845484, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036174117121845484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2177266627550125, + 0.06902460008859634, + 0.050034765154123306, + 0.05253572762012482, + 0.032468121498823166, + 0.048850901424884796, + 0.03161757439374924, + 0.4145422875881195, + 0.06698136031627655, + 0.016217995434999466 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0036174117121845484 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188240006566048 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.018188240006566048, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188240006566048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.076579749584198, + 0.08499177545309067, + 0.022823071107268333, + 0.01460797619074583, + 0.05892885848879814, + 0.03022974357008934, + 0.026966432109475136, + 0.6492624282836914, + 0.024032294750213623, + 0.011577681638300419 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.018188240006566048 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292063444852829 + ], + "opposite_logprob_tokens": [ + -2.2379205226898193 + ], + "logprob_reward": -0.11292063444852829, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292063444852829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1728646457195282, + 0.22422881424427032, + 0.11659155040979385, + 0.08892697095870972, + 0.11422838270664215, + 0.036804307252168655, + 0.03629300370812416, + 0.13698722422122955, + 0.02954324334859848, + 0.043531809002161026 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.11292063444852829 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023275146260857582 + ], + "opposite_logprob_tokens": [ + -3.773275136947632 + ], + "logprob_reward": -0.023275146260857582, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023275146260857582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13336177170276642, + 0.18141132593154907, + 0.05013957992196083, + 0.035318855196237564, + 0.12862814962863922, + 0.07322849333286285, + 0.034613680094480515, + 0.291612833738327, + 0.03821985423564911, + 0.03346545249223709 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.023275146260857582 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up captures a modern, slim smartphone resting on a smooth, lightly textured wooden surface. Bright, direct midday sunlight streams in through an out-of-frame window, casting a sharp, warm, rectangular beam of light onto the table and partially enveloping the device. The phone's dark, polished glass screen is closed, framed by a matte graphite-colored frame, reflecting the glare as a brilliant white glare against the surface. As its internal vibration motor becomes active, the phone begins to move; it slowly and steadily rotates clockwise, almost imperceptibly spinning on its chassis while drifting in gradual, unpredictable arcs across the wooden plane. The constant, rhythmic humming from within transforms into a hypnotic, silent dance, as the phone's sleek form glides in the direct sunlight, creating an atmosphere of focus and tranquility, yet subtly tense.", + "seed": 15931, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_6/index_8124_seed_15931_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.052058540564030406, + "vlm_logprob": -0.052058540564030406, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.052058540564030406, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014059897512197495 + ], + "opposite_logprob_tokens": [ + -4.389060020446777 + ], + "logprob_reward": -0.014059897512197495, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014059897512197495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09099511802196503, + 0.21440143883228302, + 0.13649065792560577, + 0.10774153470993042, + 0.08819455653429031, + 0.10729531943798065, + 0.05459471791982651, + 0.03385899215936661, + 0.04382116720080376, + 0.12260644882917404 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.014059897512197495 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031996979378163815 + ], + "opposite_logprob_tokens": [ + -5.753199577331543 + ], + "logprob_reward": -0.0031996979378163815, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031996979378163815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11966613680124283, + 0.10317317396402359, + 0.2001778781414032, + 0.0963473916053772, + 0.07124238461256027, + 0.05546808987855911, + 0.1483539342880249, + 0.0959932953119278, + 0.05114736035466194, + 0.05843031406402588 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.0031996979378163815 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800403863191605 + ], + "opposite_logprob_tokens": [ + -3.5298004150390625 + ], + "logprob_reward": -0.029800403863191605, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800403863191605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25231054425239563, + 0.07073086500167847, + 0.33784839510917664, + 0.05668441206216812, + 0.033767543733119965, + 0.014407084323465824, + 0.048490289598703384, + 0.03204849362373352, + 0.007399904541671276, + 0.14631251990795135 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.029800403863191605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031387954950333 + ], + "opposite_logprob_tokens": [ + -2.350313901901245 + ], + "logprob_reward": -0.10031387954950333, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031387954950333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0583374984562397, + 0.11220428347587585, + 0.15569913387298584, + 0.07426873594522476, + 0.24654319882392883, + 0.06251735985279083, + 0.14386308193206787, + 0.04982634261250496, + 0.02384895086288452, + 0.07289137691259384 + ], + "top_frames": [ + 4, + 2, + 6 + ], + "selected_reward": -0.10031387954950333 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a modern, slim smartphone with a matte graphite-colored frame visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the smartphone resting on a smooth, lightly textured wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, warm, rectangular beam of sunlight visible casting light onto the table and the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the smartphone rotate clockwise while drifting in gradual, unpredictable arcs across the wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a static, high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291882395744324 + ], + "opposite_logprob_tokens": [ + -2.2379188537597656 + ], + "logprob_reward": -0.11291882395744324, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291882395744324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32151705026626587, + 0.0464944988489151, + 0.3452827036380768, + 0.06592470407485962, + 0.03236493840813637, + 0.015713365748524666, + 0.02532859332859516, + 0.04207869619131088, + 0.013881090097129345, + 0.09141430258750916 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.11291882395744324 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_7/index_tensor([5718, 5718])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_7/index_tensor([5718, 5718])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f32736773015223f307b33449311c3aa33aa3e34 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_7/index_tensor([5718, 5718])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Stunning high-speed Phantom camera recordings initiate a sweeping, low-angle tracking shot that tilts upward, relentlessly following a sleek, matte-black reconnaissance aircraft as it cuts through the upper atmosphere, climbing steeply toward the stratosphere. The aircraft's design is sharp and angular, its seamless fuselage and delta wings constructed from a non-reflective, radar-absorbent composite material that absorbs the harsh, unfiltered sunlight, creating a stark silhouette. From its powerful engines, afterburners emit an intense, fierce purple glow that pulses with controlled fury, casting a vibrant, otherworldly glow across the rear control surfaces. In the hyper-real clarity of the slow-motion capture, subtle, shimmering shockwaves become visible, rippled across the fuselage and wings like distortions of heat haze as they compress the thin air. The camera’s sweeping view reveals the vast, breathtaking curvature of the Earth below, with a majestic white cloud bank hovering over a deep blue ocean, all framed by thin, glowing blue threads of atmosphere that contrast starkly with the black, starless space, creating a breathtaking and powerful atmosphere of cutting-edge technology at the edge of the void.", + "seed": 11900, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_7/index_5718_seed_11900_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07101412992924452, + "vlm_logprob": -0.07101412992924452, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.07101412992924452, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22585640847682953 + ], + "opposite_logprob_tokens": [ + -1.6008564233779907 + ], + "logprob_reward": -0.22585640847682953, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22585640847682953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07445531338453293, + 0.05000562593340874, + 0.10328468680381775, + 0.0579034723341465, + 0.09204373508691788, + 0.10847592353820801, + 0.12661577761173248, + 0.15808376669883728, + 0.19523711502552032, + 0.033894576132297516 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.22585640847682953 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192220479249954 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192220479249954, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018192220479249954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07508200407028198, + 0.06822558492422104, + 0.04393458366394043, + 0.03921492025256157, + 0.050777751952409744, + 0.057617027312517166, + 0.0591561459004879, + 0.5291944742202759, + 0.0500517375767231, + 0.02674580179154873 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.018192220479249954 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902016282081604 + ], + "opposite_logprob_tokens": [ + -2.464020252227783 + ], + "logprob_reward": -0.08902016282081604, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902016282081604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07382134348154068, + 0.06185818463563919, + 0.1650603860616684, + 0.03742041066288948, + 0.07758591324090958, + 0.047709327191114426, + 0.0809989795088768, + 0.35535210371017456, + 0.05634656175971031, + 0.04384678229689598 + ], + "top_frames": [ + 7, + 2, + 6 + ], + "selected_reward": -0.08902016282081604 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606050878763199 + ], + "opposite_logprob_tokens": [ + -4.1410603523254395 + ], + "logprob_reward": -0.01606050878763199, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606050878763199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12286290526390076, + 0.10768494755029678, + 0.11368804425001144, + 0.050970952957868576, + 0.05484599992632866, + 0.1393890082836151, + 0.20323655009269714, + 0.12986446917057037, + 0.05224715173244476, + 0.025209903717041016 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.01606050878763199 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594134908169508 + ], + "opposite_logprob_tokens": [ + -5.130941390991211 + ], + "logprob_reward": -0.00594134908169508, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594134908169508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2352956086397171, + 0.07361338287591934, + 0.05362699553370476, + 0.026442360132932663, + 0.062282223254442215, + 0.11428160965442657, + 0.2399333119392395, + 0.11315269023180008, + 0.046309974044561386, + 0.03506183996796608 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.00594134908169508 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Stunning high-speed Phantom camera recordings initiate a sweeping, low-angle tracking shot that tilts upward, relentlessly following a sleek, matte-black reconnaissance aircraft as it cuts through the upper atmosphere, climbing steeply toward the stratosphere. The aircraft's design is sharp and angular, its seamless fuselage and delta wings constructed from a non-reflective, radar-absorbent composite material that absorbs the harsh, unfiltered sunlight, creating a stark silhouette. From its powerful engines, afterburners emit an intense, fierce purple glow that pulses with controlled fury, casting a vibrant, otherworldly glow across the rear control surfaces. In the hyper-real clarity of the slow-motion capture, subtle, shimmering shockwaves become visible, rippled across the fuselage and wings like distortions of heat haze as they compress the thin air. The camera’s sweeping view reveals the vast, breathtaking curvature of the Earth below, with a majestic white cloud bank hovering over a deep blue ocean, all framed by thin, glowing blue threads of atmosphere that contrast starkly with the black, starless space, creating a breathtaking and powerful atmosphere of cutting-edge technology at the edge of the void.", + "seed": 11901, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_7/index_5718_seed_11901_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04455572422593832, + "vlm_logprob": -0.04455572422593832, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.04455572422593832, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06282899528741837 + ], + "opposite_logprob_tokens": [ + -2.81282901763916 + ], + "logprob_reward": -0.06282899528741837, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06282899528741837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06677724421024323, + 0.04176086559891701, + 0.11497724801301956, + 0.3174002170562744, + 0.2745310366153717, + 0.05875517427921295, + 0.025473162531852722, + 0.03354799374938011, + 0.028573401272296906, + 0.03820359706878662 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.06282899528741837 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002592831850052 + ], + "opposite_logprob_tokens": [ + -2.69502592086792 + ], + "logprob_reward": -0.07002592831850052, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002592831850052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07123211026191711, + 0.5647692680358887, + 0.05909249931573868, + 0.08809351176023483, + 0.058202728629112244, + 0.031247757375240326, + 0.025013534352183342, + 0.038675397634506226, + 0.021391700953245163, + 0.04228140786290169 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.07002592831850052 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054948654025793076 + ], + "opposite_logprob_tokens": [ + -2.929948568344116 + ], + "logprob_reward": -0.054948654025793076, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054948654025793076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1372290849685669, + 0.24640712141990662, + 0.08359678089618683, + 0.1299263834953308, + 0.16124653816223145, + 0.057806596159935, + 0.05074118450284004, + 0.054244235157966614, + 0.027007585391402245, + 0.05179452523589134 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.054948654025793076 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636976592242718 + ], + "opposite_logprob_tokens": [ + -4.758636951446533 + ], + "logprob_reward": -0.008636976592242718, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636976592242718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10001678019762039, + 0.18927119672298431, + 0.0987888053059578, + 0.14428222179412842, + 0.1036895290017128, + 0.08543343096971512, + 0.08556611835956573, + 0.06792465597391129, + 0.04522924870252609, + 0.07979803532361984 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.008636976592242718 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338066905736923 + ], + "opposite_logprob_tokens": [ + -3.6513381004333496 + ], + "logprob_reward": -0.026338066905736923, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338066905736923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1882181018590927, + 0.05416231229901314, + 0.06470637023448944, + 0.07755804806947708, + 0.07680118829011917, + 0.1509745568037033, + 0.07952694594860077, + 0.06222433224320412, + 0.06134691461920738, + 0.18448121845722198 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.026338066905736923 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Stunning high-speed Phantom camera recordings initiate a sweeping, low-angle tracking shot that tilts upward, relentlessly following a sleek, matte-black reconnaissance aircraft as it cuts through the upper atmosphere, climbing steeply toward the stratosphere. The aircraft's design is sharp and angular, its seamless fuselage and delta wings constructed from a non-reflective, radar-absorbent composite material that absorbs the harsh, unfiltered sunlight, creating a stark silhouette. From its powerful engines, afterburners emit an intense, fierce purple glow that pulses with controlled fury, casting a vibrant, otherworldly glow across the rear control surfaces. In the hyper-real clarity of the slow-motion capture, subtle, shimmering shockwaves become visible, rippled across the fuselage and wings like distortions of heat haze as they compress the thin air. The camera’s sweeping view reveals the vast, breathtaking curvature of the Earth below, with a majestic white cloud bank hovering over a deep blue ocean, all framed by thin, glowing blue threads of atmosphere that contrast starkly with the black, starless space, creating a breathtaking and powerful atmosphere of cutting-edge technology at the edge of the void.", + "seed": 11902, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_7/index_5718_seed_11902_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.033912298176437615, + "vlm_logprob": -0.033912298176437615, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.033912298176437615, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05611897632479668 + ], + "opposite_logprob_tokens": [ + -2.931118965148926 + ], + "logprob_reward": -0.05611897632479668, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05611897632479668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15085774660110474, + 0.10675396770238876, + 0.04730735346674919, + 0.09291819483041763, + 0.08244317770004272, + 0.05443882569670677, + 0.08729348331689835, + 0.2917565405368805, + 0.03420199826359749, + 0.05202869325876236 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.05611897632479668 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647376671433449 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647376671433449, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647376671433449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06701972335577011, + 0.04793844372034073, + 0.03704100102186203, + 0.02450031042098999, + 0.02732875570654869, + 0.0331304557621479, + 0.07132668793201447, + 0.5213101506233215, + 0.10570326447486877, + 0.06470125913619995 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.008647376671433449 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897115498781204 + ], + "opposite_logprob_tokens": [ + -2.5789711475372314 + ], + "logprob_reward": -0.07897115498781204, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897115498781204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0393950380384922, + 0.028729939833283424, + 0.02577831968665123, + 0.009421681985259056, + 0.021161144599318504, + 0.02260504849255085, + 0.04596754536032677, + 0.4783092141151428, + 0.07242613285779953, + 0.25620588660240173 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.07897115498781204 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057611756026745 + ], + "opposite_logprob_tokens": [ + -3.895576000213623 + ], + "logprob_reward": -0.02057611756026745, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057611756026745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12072601914405823, + 0.055282291024923325, + 0.035754889249801636, + 0.037366241216659546, + 0.028326120227575302, + 0.07309950143098831, + 0.1125212013721466, + 0.3571547865867615, + 0.04374462366104126, + 0.13602429628372192 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.02057611756026745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247865337878466 + ], + "opposite_logprob_tokens": [ + -5.255248069763184 + ], + "logprob_reward": -0.005247865337878466, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247865337878466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.107237309217453, + 0.0588974766433239, + 0.02309732884168625, + 0.027178827673196793, + 0.05858727544546127, + 0.2357879877090454, + 0.06104934960603714, + 0.2872787415981293, + 0.03197169676423073, + 0.10891404002904892 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.005247865337878466 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Stunning high-speed Phantom camera recordings initiate a sweeping, low-angle tracking shot that tilts upward, relentlessly following a sleek, matte-black reconnaissance aircraft as it cuts through the upper atmosphere, climbing steeply toward the stratosphere. The aircraft's design is sharp and angular, its seamless fuselage and delta wings constructed from a non-reflective, radar-absorbent composite material that absorbs the harsh, unfiltered sunlight, creating a stark silhouette. From its powerful engines, afterburners emit an intense, fierce purple glow that pulses with controlled fury, casting a vibrant, otherworldly glow across the rear control surfaces. In the hyper-real clarity of the slow-motion capture, subtle, shimmering shockwaves become visible, rippled across the fuselage and wings like distortions of heat haze as they compress the thin air. The camera’s sweeping view reveals the vast, breathtaking curvature of the Earth below, with a majestic white cloud bank hovering over a deep blue ocean, all framed by thin, glowing blue threads of atmosphere that contrast starkly with the black, starless space, creating a breathtaking and powerful atmosphere of cutting-edge technology at the edge of the void.", + "seed": 11903, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_7/index_5718_seed_11903_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2891057575121522, + "vlm_logprob": -0.2891057575121522, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.2891057575121522, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3135807514190674 + ], + "opposite_logprob_tokens": [ + -0.3135807514190674 + ], + "logprob_reward": -1.3135807514190674, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3135807514190674, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09012005478143692, + 0.026357028633356094, + 0.047378066927194595, + 0.02463500015437603, + 0.22817948460578918, + 0.132532000541687, + 0.036051224917173386, + 0.037515223026275635, + 0.2640116214752197, + 0.11322031915187836 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -1.3135807514190674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009800885803997517 + ], + "opposite_logprob_tokens": [ + -4.634800910949707 + ], + "logprob_reward": -0.009800885803997517, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009800885803997517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05880464240908623, + 0.023057783022522926, + 0.04359818249940872, + 0.022192485630512238, + 0.08376112580299377, + 0.072422556579113, + 0.014080418273806572, + 0.030423644930124283, + 0.5861155986785889, + 0.065543532371521 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.009800885803997517 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890401154756546 + ], + "opposite_logprob_tokens": [ + -2.4640400409698486 + ], + "logprob_reward": -0.0890401154756546, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890401154756546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07412339001893997, + 0.019440870732069016, + 0.01752927340567112, + 0.01429843157529831, + 0.059889644384384155, + 0.06545053422451019, + 0.011989516206085682, + 0.011507048271596432, + 0.6750501990318298, + 0.05072107911109924 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.0890401154756546 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535471469163895 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535471469163895, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535471469163895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07932823151350021, + 0.016492709517478943, + 0.04805728793144226, + 0.05366940423846245, + 0.06765547394752502, + 0.09357626736164093, + 0.023341068997979164, + 0.04386749491095543, + 0.4131212532520294, + 0.1608908474445343 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.012535471469163895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, matte-black reconnaissance aircraft with sharp, angular design and delta wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the aircraft's engines emit an intense, fierce purple glow from the afterburners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are subtle, shimmering shockwaves visible rippling across the fuselage and wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a low-angle tracking shot that tilts upward while following the aircraft climbing steeply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background view a vast curvature of Earth showing a white cloud bank over a deep blue ocean framed by thin, glowing blue atmospheric threads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057156339287758 + ], + "opposite_logprob_tokens": [ + -3.89557147026062 + ], + "logprob_reward": -0.02057156339287758, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057156339287758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028444333001971245, + 0.011814093217253685, + 0.010098556987941265, + 0.010580802336335182, + 0.13111759722232819, + 0.05754264444112778, + 0.011767739430069923, + 0.028954429551959038, + 0.664149284362793, + 0.045530494302511215 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.02057156339287758 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_8/index_tensor([6045, 6045])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_8/index_tensor([6045, 6045])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..41c92c194668733c9687b97b696637e5fd3a6616 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_8/index_tensor([6045, 6045])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "macro close-up shot from a slightly overhead angle, the camera remains still, the frame focused squarely on a hand clad in a pristine white cotton glove, tightly and possessively clutching an antique brass pocket watch. Illuminated from the side by a single, intense, warm light source (perhaps a table lamp or fireplace flame), the watch's cover, intricately carved with Baroque scrollwork, is vividly rendered. Each raised edge reflects bright highlights, while the recessed grooves are immersed in deep shadows, giving the brass a warm, rich patina imbued with age. The glove's fabric is clearly visible in the light, and the grip creates subtle wrinkles and tension at the knuckles, suggesting a sense of tension or cherishment. The entire subject is suspended above an almost completely black, soft-focus background. This extreme contrast of light and shadow not only highlights the exquisite craftsmanship of the pocket watch and the pure texture of the gloves, but also creates a tranquil atmosphere of extreme focus, suspense and nostalgia, as if time has frozen at this moment.", + "seed": 8791, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_8/index_6045_seed_8791_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12513699987903237, + "vlm_logprob": -0.12513699987903237, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.12513699987903237, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5236899852752686 + ], + "opposite_logprob_tokens": [ + -0.8986899852752686 + ], + "logprob_reward": -0.5236899852752686, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5236899852752686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31935933232307434, + 0.06668549031019211, + 0.07060045003890991, + 0.07750499248504639, + 0.04367391765117645, + 0.07125697284936905, + 0.043298713862895966, + 0.0343538261950016, + 0.23414967954158783, + 0.03911658748984337 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.5236899852752686 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011105629615485668 + ], + "opposite_logprob_tokens": [ + -4.511105537414551 + ], + "logprob_reward": -0.011105629615485668, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011105629615485668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2165936678647995, + 0.06385612487792969, + 0.07973101735115051, + 0.10276146233081818, + 0.17129682004451752, + 0.08184842020273209, + 0.09257901459932327, + 0.027759376913309097, + 0.09972680360078812, + 0.06384726613759995 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.011105629615485668 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096688237041235 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.004096688237041235, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096688237041235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14838461577892303, + 0.09996789693832397, + 0.17838254570960999, + 0.06502799689769745, + 0.22389711439609528, + 0.04027999937534332, + 0.12093320488929749, + 0.03246384486556053, + 0.04251481220126152, + 0.04814795032143593 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.004096688237041235 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038116004317998886 + ], + "opposite_logprob_tokens": [ + -3.288115978240967 + ], + "logprob_reward": -0.038116004317998886, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038116004317998886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1045149713754654, + 0.1209181621670723, + 0.22118082642555237, + 0.09859531372785568, + 0.264482706785202, + 0.04688433185219765, + 0.0637093186378479, + 0.025294950231909752, + 0.016801873221993446, + 0.03761754184961319 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.038116004317998886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867669194936752 + ], + "opposite_logprob_tokens": [ + -3.0486767292022705 + ], + "logprob_reward": -0.04867669194936752, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867669194936752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0966053456068039, + 0.06282026320695877, + 0.09707838296890259, + 0.13222797214984894, + 0.1112499088048935, + 0.27307993173599243, + 0.03715859726071358, + 0.026075230911374092, + 0.08168554306030273, + 0.08201886713504791 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.04867669194936752 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro close-up shot from a slightly overhead angle, the camera remains still, the frame focused squarely on a hand clad in a pristine white cotton glove, tightly and possessively clutching an antique brass pocket watch. Illuminated from the side by a single, intense, warm light source (perhaps a table lamp or fireplace flame), the watch's cover, intricately carved with Baroque scrollwork, is vividly rendered. Each raised edge reflects bright highlights, while the recessed grooves are immersed in deep shadows, giving the brass a warm, rich patina imbued with age. The glove's fabric is clearly visible in the light, and the grip creates subtle wrinkles and tension at the knuckles, suggesting a sense of tension or cherishment. The entire subject is suspended above an almost completely black, soft-focus background. This extreme contrast of light and shadow not only highlights the exquisite craftsmanship of the pocket watch and the pure texture of the gloves, but also creates a tranquil atmosphere of extreme focus, suspense and nostalgia, as if time has frozen at this moment.", + "seed": 8792, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_8/index_6045_seed_8792_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012425857968628407, + "vlm_logprob": -0.012425857968628407, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.012425857968628407, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008195816539227962 + ], + "opposite_logprob_tokens": [ + -4.883195877075195 + ], + "logprob_reward": -0.008195816539227962, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008195816539227962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1135345920920372, + 0.25223231315612793, + 0.03612246736884117, + 0.05522814020514488, + 0.12708470225334167, + 0.20238488912582397, + 0.039043229073286057, + 0.048184510320425034, + 0.041905373334884644, + 0.08427968621253967 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.008195816539227962 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016090068966150284 + ], + "opposite_logprob_tokens": [ + -4.141089916229248 + ], + "logprob_reward": -0.016090068966150284, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016090068966150284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0872865840792656, + 0.16085116565227509, + 0.051477134227752686, + 0.05434064939618111, + 0.20718391239643097, + 0.05721156299114227, + 0.06298772245645523, + 0.2035594880580902, + 0.05209438502788544, + 0.0630074068903923 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.016090068966150284 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082876473665237 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.011082876473665237, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082876473665237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027738971635699272, + 0.16611546277999878, + 0.038168519735336304, + 0.018725143745541573, + 0.08920377492904663, + 0.5627841353416443, + 0.029664738103747368, + 0.032005250453948975, + 0.020818887278437614, + 0.01477512251585722 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.011082876473665237 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549009174108505 + ], + "opposite_logprob_tokens": [ + -4.387548923492432 + ], + "logprob_reward": -0.012549009174108505, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549009174108505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06795203685760498, + 0.6372737884521484, + 0.04143335670232773, + 0.022916262969374657, + 0.05853935703635216, + 0.07176177948713303, + 0.0283963643014431, + 0.015111548826098442, + 0.02317734807729721, + 0.03343814238905907 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.012549009174108505 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211518689990044 + ], + "opposite_logprob_tokens": [ + -4.264211654663086 + ], + "logprob_reward": -0.014211518689990044, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211518689990044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0402664989233017, + 0.06864549964666367, + 0.042532648891210556, + 0.020931359380483627, + 0.1060091108083725, + 0.48226621747016907, + 0.021267181262373924, + 0.053517572581768036, + 0.11069770902395248, + 0.05386621877551079 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.014211518689990044 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro close-up shot from a slightly overhead angle, the camera remains still, the frame focused squarely on a hand clad in a pristine white cotton glove, tightly and possessively clutching an antique brass pocket watch. Illuminated from the side by a single, intense, warm light source (perhaps a table lamp or fireplace flame), the watch's cover, intricately carved with Baroque scrollwork, is vividly rendered. Each raised edge reflects bright highlights, while the recessed grooves are immersed in deep shadows, giving the brass a warm, rich patina imbued with age. The glove's fabric is clearly visible in the light, and the grip creates subtle wrinkles and tension at the knuckles, suggesting a sense of tension or cherishment. The entire subject is suspended above an almost completely black, soft-focus background. This extreme contrast of light and shadow not only highlights the exquisite craftsmanship of the pocket watch and the pure texture of the gloves, but also creates a tranquil atmosphere of extreme focus, suspense and nostalgia, as if time has frozen at this moment.", + "seed": 8793, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_8/index_6045_seed_8793_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1477105655707419, + "vlm_logprob": -0.1477105655707419, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.1477105655707419, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4291788637638092 + ], + "opposite_logprob_tokens": [ + -1.0541788339614868 + ], + "logprob_reward": -0.4291788637638092, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4291788637638092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08485998213291168, + 0.10040741413831711, + 0.05235876888036728, + 0.05892601236701012, + 0.316762775182724, + 0.04763072356581688, + 0.04574637860059738, + 0.04566626995801926, + 0.10386459529399872, + 0.14377707242965698 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.4291788637638092 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2814573049545288 + ], + "opposite_logprob_tokens": [ + -1.4064573049545288 + ], + "logprob_reward": -0.2814573049545288, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2814573049545288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1057589203119278, + 0.040929000824689865, + 0.03824259340763092, + 0.30503126978874207, + 0.09016771614551544, + 0.12690119445323944, + 0.06988965719938278, + 0.13009178638458252, + 0.03385870158672333, + 0.059129126369953156 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.2814573049545288 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319446949288249 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.00319446949288249, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319446949288249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08654343336820602, + 0.10747014731168747, + 0.16589948534965515, + 0.06268884986639023, + 0.21684964001178741, + 0.0956902951002121, + 0.06503529101610184, + 0.059388332068920135, + 0.06010565161705017, + 0.08032882958650589 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.00319446949288249 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646431379020214 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.008646431379020214, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646431379020214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20955388247966766, + 0.1257275938987732, + 0.09440616518259048, + 0.10729661583900452, + 0.18337693810462952, + 0.05034903064370155, + 0.029670510441064835, + 0.023635894060134888, + 0.046791642904281616, + 0.12919174134731293 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.008646431379020214 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075758263468742 + ], + "opposite_logprob_tokens": [ + -4.141075611114502 + ], + "logprob_reward": -0.016075758263468742, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075758263468742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13225603103637695, + 0.1161319762468338, + 0.10892193019390106, + 0.14752104878425598, + 0.0800614282488823, + 0.0420517660677433, + 0.08033750206232071, + 0.03694289177656174, + 0.15765850245952606, + 0.09811687469482422 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.016075758263468742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro close-up shot from a slightly overhead angle, the camera remains still, the frame focused squarely on a hand clad in a pristine white cotton glove, tightly and possessively clutching an antique brass pocket watch. Illuminated from the side by a single, intense, warm light source (perhaps a table lamp or fireplace flame), the watch's cover, intricately carved with Baroque scrollwork, is vividly rendered. Each raised edge reflects bright highlights, while the recessed grooves are immersed in deep shadows, giving the brass a warm, rich patina imbued with age. The glove's fabric is clearly visible in the light, and the grip creates subtle wrinkles and tension at the knuckles, suggesting a sense of tension or cherishment. The entire subject is suspended above an almost completely black, soft-focus background. This extreme contrast of light and shadow not only highlights the exquisite craftsmanship of the pocket watch and the pure texture of the gloves, but also creates a tranquil atmosphere of extreme focus, suspense and nostalgia, as if time has frozen at this moment.", + "seed": 8794, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_8/index_6045_seed_8794_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02721169269643724, + "vlm_logprob": -0.02721169269643724, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.02721169269643724, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0705094113945961 + ], + "opposite_logprob_tokens": [ + -2.695509433746338 + ], + "logprob_reward": -0.0705094113945961, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0705094113945961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12562674283981323, + 0.2915380001068115, + 0.0549367219209671, + 0.08950109779834747, + 0.10185858607292175, + 0.046353913843631744, + 0.09169097989797592, + 0.06902749836444855, + 0.06498978286981583, + 0.06447660177946091 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0705094113945961 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014215397648513317 + ], + "opposite_logprob_tokens": [ + -4.264215469360352 + ], + "logprob_reward": -0.014215397648513317, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014215397648513317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04513361304998398, + 0.09999348223209381, + 0.06286197155714035, + 0.1071547120809555, + 0.3175802230834961, + 0.036985669285058975, + 0.045709408819675446, + 0.08667241781949997, + 0.10416929423809052, + 0.09373920410871506 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.014215397648513317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464171078056097 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.00464171078056097, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464171078056097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059120021760463715, + 0.09909248352050781, + 0.04253960773348808, + 0.02335173822939396, + 0.15737485885620117, + 0.18027064204216003, + 0.20533639192581177, + 0.08989696949720383, + 0.10127988457679749, + 0.04173735901713371 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.00464171078056097 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036188371013849974 + ], + "opposite_logprob_tokens": [ + -5.6286187171936035 + ], + "logprob_reward": -0.0036188371013849974, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036188371013849974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12716662883758545, + 0.09435857832431793, + 0.06469201296567917, + 0.02568131685256958, + 0.2256215512752533, + 0.1050749123096466, + 0.13382115960121155, + 0.10521937161684036, + 0.07185869663953781, + 0.0465058796107769 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.0036188371013849974 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a hand wearing a pristine white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand tightly clutching an antique brass pocket watch with Baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single intense warm light source creating high contrast with deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background almost completely black and soft-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and does the camera remain still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043073106557130814 + ], + "opposite_logprob_tokens": [ + -3.1680731773376465 + ], + "logprob_reward": -0.043073106557130814, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043073106557130814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038352783769369125, + 0.043177951127290726, + 0.04759899526834488, + 0.05128586292266846, + 0.08763927221298218, + 0.10880716145038605, + 0.09395062178373337, + 0.13432414829730988, + 0.34083685278892517, + 0.05402630567550659 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.043073106557130814 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_9/index_tensor([1075, 1075])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_9/index_tensor([1075, 1075])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ecdd6f03498530ba4656c0b67e7d4042ad05338e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_9/index_tensor([1075, 1075])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a low angle, slowly tilts upward with the climber, emphasizing the arduousness of the ascent and the height of the wall. The scene focuses on a single explorer, his face stern and his eyes focused and determined beneath his windswept black hair, as he strives to scale a nearly vertical, weathered section of the ancient Great Wall. He wears a dark green, windproof jacket, stained with dust and wear, and heavy, muddy hiking boots provide crucial support. The massive gray masonry is jagged, with tough moss and weeds growing in the cracks between them. The golden afterglow of the setting sun shines down at a sharp angle, casting long, dramatic shadows on the mottled wall. He carefully reached upward, his frayed leather-gloved hand, his fingers searching the weathered cracks of the stone for a firm grip. As he stabilized his center of gravity and lifted one foot onto a raised rock, a small patch of gravel and sand beneath his feet loosened under the force and slid down, echoing softly yet distinctly in the silent valley. He clung to the cold wall, each breath punctuated by condensed white air. Though his movements were labored, his rhythm was steady and filled with determination. The entire scene was stained with a warm golden hue by the setting sun, a stark contrast to the cold gray of the wall and the blue-green of the distant mountains, creating an atmosphere of loneliness, perseverance, and epic proportions.", + "seed": 20947, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_9/index_1075_seed_20947_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08751595243811608, + "vlm_logprob": -0.08751595243811608, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.08751595243811608, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1584426611661911 + ], + "opposite_logprob_tokens": [ + -2.408442735671997 + ], + "logprob_reward": -0.1584426611661911, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1584426611661911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12506182491779327, + 0.05877646803855896, + 0.17405381798744202, + 0.04850256070494652, + 0.06312058120965958, + 0.06093408167362213, + 0.04678262025117874, + 0.16690486669540405, + 0.09758227318525314, + 0.1582808941602707 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.1584426611661911 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034126788377762 + ], + "opposite_logprob_tokens": [ + -2.350341320037842 + ], + "logprob_reward": -0.10034126788377762, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034126788377762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1254626363515854, + 0.04105134308338165, + 0.20999452471733093, + 0.04300393909215927, + 0.0759313553571701, + 0.10241567343473434, + 0.0940323993563652, + 0.08209195733070374, + 0.03568334877490997, + 0.19033277034759521 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.10034126788377762 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298001728951931 + ], + "opposite_logprob_tokens": [ + -3.5298001766204834 + ], + "logprob_reward": -0.0298001728951931, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298001728951931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05484013631939888, + 0.07978185266256332, + 0.11395177990198135, + 0.09587541222572327, + 0.06228949874639511, + 0.08498646318912506, + 0.025617828592658043, + 0.0830681249499321, + 0.08732955902814865, + 0.31225937604904175 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.0298001728951931 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700269266963005 + ], + "opposite_logprob_tokens": [ + -2.6950268745422363 + ], + "logprob_reward": -0.0700269266963005, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700269266963005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09746092557907104, + 0.08631338179111481, + 0.19679264724254608, + 0.0665239468216896, + 0.09730891138315201, + 0.12816186249256134, + 0.09937015175819397, + 0.022314684465527534, + 0.08860732614994049, + 0.11714612692594528 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.0700269266963005 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896873354911804 + ], + "opposite_logprob_tokens": [ + -2.5789687633514404 + ], + "logprob_reward": -0.07896873354911804, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896873354911804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2623717486858368, + 0.06519082188606262, + 0.04085376486182213, + 0.045690521597862244, + 0.10275765508413315, + 0.169069305062294, + 0.12414072453975677, + 0.04732861742377281, + 0.038387641310691833, + 0.10420921444892883 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.07896873354911804 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a low angle, slowly tilts upward with the climber, emphasizing the arduousness of the ascent and the height of the wall. The scene focuses on a single explorer, his face stern and his eyes focused and determined beneath his windswept black hair, as he strives to scale a nearly vertical, weathered section of the ancient Great Wall. He wears a dark green, windproof jacket, stained with dust and wear, and heavy, muddy hiking boots provide crucial support. The massive gray masonry is jagged, with tough moss and weeds growing in the cracks between them. The golden afterglow of the setting sun shines down at a sharp angle, casting long, dramatic shadows on the mottled wall. He carefully reached upward, his frayed leather-gloved hand, his fingers searching the weathered cracks of the stone for a firm grip. As he stabilized his center of gravity and lifted one foot onto a raised rock, a small patch of gravel and sand beneath his feet loosened under the force and slid down, echoing softly yet distinctly in the silent valley. He clung to the cold wall, each breath punctuated by condensed white air. Though his movements were labored, his rhythm was steady and filled with determination. The entire scene was stained with a warm golden hue by the setting sun, a stark contrast to the cold gray of the wall and the blue-green of the distant mountains, creating an atmosphere of loneliness, perseverance, and epic proportions.", + "seed": 20948, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_9/index_1075_seed_20948_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06134299151599407, + "vlm_logprob": -0.06134299151599407, + "vlm_yes_no_margin": 3.199999976158142, + "vlm_token_credit": -0.06134299151599407, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09445618838071823 + ], + "opposite_logprob_tokens": [ + -2.844456195831299 + ], + "logprob_reward": -0.09445618838071823, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.09445618838071823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21232742071151733, + 0.12081968039274216, + 0.13390333950519562, + 0.08816434442996979, + 0.12039012461900711, + 0.0507429800927639, + 0.03826995939016342, + 0.1387348622083664, + 0.059336964040994644, + 0.03731033578515053 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.09445618838071823 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270504742860794 + ], + "opposite_logprob_tokens": [ + -2.1270503997802734 + ], + "logprob_reward": -0.1270504742860794, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270504742860794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0923357680439949, + 0.06980861723423004, + 0.09611938893795013, + 0.07418569922447205, + 0.12217699736356735, + 0.2601848542690277, + 0.09222814440727234, + 0.11740279197692871, + 0.030629975721240044, + 0.044927772134542465 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.1270504742860794 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495249107480049 + ], + "opposite_logprob_tokens": [ + -2.929952383041382 + ], + "logprob_reward": -0.05495249107480049, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495249107480049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3480946719646454, + 0.2040153294801712, + 0.1746635138988495, + 0.02774650789797306, + 0.12073148041963577, + 0.051343098282814026, + 0.018907399848103523, + 0.022798744961619377, + 0.015376471914350986, + 0.016322823241353035 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.05495249107480049 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193419367074966 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193419367074966, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193419367074966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1016295775771141, + 0.04816368222236633, + 0.07797685265541077, + 0.05579197779297829, + 0.347473680973053, + 0.10411505401134491, + 0.04562022164463997, + 0.1650807112455368, + 0.03632123023271561, + 0.017826944589614868 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.014193419367074966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062384471297264 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.016062384471297264, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062384471297264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14825022220611572, + 0.058595992624759674, + 0.07897499948740005, + 0.18414880335330963, + 0.11304767429828644, + 0.14702023565769196, + 0.035830333828926086, + 0.09779538214206696, + 0.1150091215968132, + 0.021327203139662743 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.016062384471297264 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a low angle, slowly tilts upward with the climber, emphasizing the arduousness of the ascent and the height of the wall. The scene focuses on a single explorer, his face stern and his eyes focused and determined beneath his windswept black hair, as he strives to scale a nearly vertical, weathered section of the ancient Great Wall. He wears a dark green, windproof jacket, stained with dust and wear, and heavy, muddy hiking boots provide crucial support. The massive gray masonry is jagged, with tough moss and weeds growing in the cracks between them. The golden afterglow of the setting sun shines down at a sharp angle, casting long, dramatic shadows on the mottled wall. He carefully reached upward, his frayed leather-gloved hand, his fingers searching the weathered cracks of the stone for a firm grip. As he stabilized his center of gravity and lifted one foot onto a raised rock, a small patch of gravel and sand beneath his feet loosened under the force and slid down, echoing softly yet distinctly in the silent valley. He clung to the cold wall, each breath punctuated by condensed white air. Though his movements were labored, his rhythm was steady and filled with determination. The entire scene was stained with a warm golden hue by the setting sun, a stark contrast to the cold gray of the wall and the blue-green of the distant mountains, creating an atmosphere of loneliness, perseverance, and epic proportions.", + "seed": 20949, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_9/index_1075_seed_20949_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10517485067248344, + "vlm_logprob": -0.10517485067248344, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.10517485067248344, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03874383866786957 + ], + "opposite_logprob_tokens": [ + -3.663743734359741 + ], + "logprob_reward": -0.03874383866786957, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03874383866786957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10252957046031952, + 0.049578215926885605, + 0.05910947546362877, + 0.06800352782011032, + 0.045780718326568604, + 0.069659523665905, + 0.07478613406419754, + 0.04713943973183632, + 0.052812859416007996, + 0.43060052394866943 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.03874383866786957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42888280749320984 + ], + "opposite_logprob_tokens": [ + -1.0538828372955322 + ], + "logprob_reward": -0.42888280749320984, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42888280749320984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03528551384806633, + 0.0597810335457325, + 0.03687978535890579, + 0.039324499666690826, + 0.04105067998170853, + 0.04045345261693001, + 0.029490726068615913, + 0.08398086577653885, + 0.051626041531562805, + 0.5821273922920227 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.42888280749320984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634377270936966 + ], + "opposite_logprob_tokens": [ + -4.758634567260742 + ], + "logprob_reward": -0.008634377270936966, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634377270936966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06884101778268814, + 0.13517411053180695, + 0.03194939345121384, + 0.16351406276226044, + 0.031617701053619385, + 0.11030817031860352, + 0.042090993374586105, + 0.04775730520486832, + 0.026645798236131668, + 0.34210148453712463 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.008634377270936966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280154913663864 + ], + "opposite_logprob_tokens": [ + -3.773280143737793 + ], + "logprob_reward": -0.023280154913663864, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280154913663864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0803660899400711, + 0.05909419804811478, + 0.03184486925601959, + 0.14743606746196747, + 0.10580082982778549, + 0.03807757422327995, + 0.1036250963807106, + 0.024504490196704865, + 0.03230565786361694, + 0.3769451379776001 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.023280154913663864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026333075016736984 + ], + "opposite_logprob_tokens": [ + -3.6513330936431885 + ], + "logprob_reward": -0.026333075016736984, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026333075016736984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16419610381126404, + 0.04593498259782791, + 0.013262243941426277, + 0.043860893696546555, + 0.03003142960369587, + 0.04980866238474846, + 0.021442895755171776, + 0.02481776289641857, + 0.027072548866271973, + 0.5795724987983704 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.026333075016736984 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a low angle, slowly tilts upward with the climber, emphasizing the arduousness of the ascent and the height of the wall. The scene focuses on a single explorer, his face stern and his eyes focused and determined beneath his windswept black hair, as he strives to scale a nearly vertical, weathered section of the ancient Great Wall. He wears a dark green, windproof jacket, stained with dust and wear, and heavy, muddy hiking boots provide crucial support. The massive gray masonry is jagged, with tough moss and weeds growing in the cracks between them. The golden afterglow of the setting sun shines down at a sharp angle, casting long, dramatic shadows on the mottled wall. He carefully reached upward, his frayed leather-gloved hand, his fingers searching the weathered cracks of the stone for a firm grip. As he stabilized his center of gravity and lifted one foot onto a raised rock, a small patch of gravel and sand beneath his feet loosened under the force and slid down, echoing softly yet distinctly in the silent valley. He clung to the cold wall, each breath punctuated by condensed white air. Though his movements were labored, his rhythm was steady and filled with determination. The entire scene was stained with a warm golden hue by the setting sun, a stark contrast to the cold gray of the wall and the blue-green of the distant mountains, creating an atmosphere of loneliness, perseverance, and epic proportions.", + "seed": 20950, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000028/group_9/index_1075_seed_20950_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0680445703677833, + "vlm_logprob": -0.0680445703677833, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.0680445703677833, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12929214537143707 + ], + "opposite_logprob_tokens": [ + -2.7542922496795654 + ], + "logprob_reward": -0.12929214537143707, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.12929214537143707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07235714793205261, + 0.10177361965179443, + 0.042184993624687195, + 0.11567239463329315, + 0.030503293499350548, + 0.3636597990989685, + 0.09879089146852493, + 0.025709232315421104, + 0.08777452260255814, + 0.06157418712973595 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.12929214537143707 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706778943538666 + ], + "opposite_logprob_tokens": [ + -2.127067804336548 + ], + "logprob_reward": -0.12706778943538666, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706778943538666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05157366394996643, + 0.05719708278775215, + 0.022419068962335587, + 0.13649193942546844, + 0.0606723427772522, + 0.5704317092895508, + 0.02642427198588848, + 0.016440028324723244, + 0.032285094261169434, + 0.026064764708280563 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.12706778943538666 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631906773895025 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631906773895025, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631906773895025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030321897938847542, + 0.034941401332616806, + 0.04569558426737785, + 0.09398752450942993, + 0.04012841731309891, + 0.5696671605110168, + 0.046005282551050186, + 0.08854066580533981, + 0.009425140917301178, + 0.04128686338663101 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.007631906773895025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194712042808533 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.014194712042808533, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194712042808533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041059352457523346, + 0.04322703927755356, + 0.06968652456998825, + 0.14570167660713196, + 0.060432109981775284, + 0.3847760558128357, + 0.022501317784190178, + 0.10086639970541, + 0.021267062053084373, + 0.11048249155282974 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.014194712042808533 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward while following the climber's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a dark green windproof jacket and heavy muddy hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wall made of massive gray masonry with jagged edges, moss, and weeds in the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a setting sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203629821538925 + ], + "opposite_logprob_tokens": [ + -2.8120362758636475 + ], + "logprob_reward": -0.06203629821538925, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203629821538925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0918298065662384, + 0.0479779914021492, + 0.025282952934503555, + 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b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_0/index_tensor([4724, 4724])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a fixed, reverent wide-angle shot, a breathtaking scene unfolds, rendered entirely in a delicate watercolor style, with soft, translucent colors gently bleeding into one another. Across the dramatically shifting canvas against a clearing sky, the last remnants of dark, moody storm clouds retreat, making way for an ever-expanding expanse of pale, luminous blue. The Gothic cathedral's majestic spires, constructed of rain-washed gray stone, dominate the lower frame; their intricate buttresses and pointed arches are softened by a painterly aesthetic, their details suggestive rather than sharply defined. A vibrant rainbow gracefully arches across the cathedral, slowly emerging from the humid air. Its unbroken, luminous arc is composed of soft-edged streaks of red, orange, yellow, green, and purple, seemingly painted using a wet-on-wet technique. Ethereal sunlight penetrates the clouds from a low angle, casting a warm golden glow that sweeps across the cathedral's facade, catching the damp stone and creating a shimmering, rain-washed atmosphere imbued with artistic grace and a profound sense of peace.", + "seed": 8573, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_0/index_4724_seed_8573_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017740728706121443, + "vlm_logprob": -0.017740728706121443, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.017740728706121443, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021075351163744926 + ], + "opposite_logprob_tokens": [ + -3.8960752487182617 + ], + "logprob_reward": -0.021075351163744926, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021075351163744926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34533122181892395, + 0.07012493163347244, + 0.15794594585895538, + 0.07351066172122955, + 0.09494956582784653, + 0.030480902642011642, + 0.09944785386323929, + 0.024206170812249184, + 0.029038069769740105, + 0.07496467977762222 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.021075351163744926 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011096316389739513 + ], + "opposite_logprob_tokens": [ + -4.511096477508545 + ], + "logprob_reward": -0.011096316389739513, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011096316389739513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09206844121217728, + 0.12241320312023163, + 0.16766633093357086, + 0.45797833800315857, + 0.0555667020380497, + 0.015532663092017174, + 0.029395101591944695, + 0.012459879741072655, + 0.010149253532290459, + 0.03677009046077728 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.011096316389739513 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740451790392399 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740451790392399, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740451790392399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19713619351387024, + 0.16610977053642273, + 0.07654791325330734, + 0.12392477691173553, + 0.05552877485752106, + 0.032846394926309586, + 0.09604213386774063, + 0.09165894240140915, + 0.06744777411222458, + 0.09275735169649124 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.006740451790392399 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430605448782444 + ], + "opposite_logprob_tokens": [ + -3.168060541152954 + ], + "logprob_reward": -0.0430605448782444, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430605448782444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1056111678481102, + 0.2565334141254425, + 0.14661680161952972, + 0.29234549403190613, + 0.05003516376018524, + 0.029401564970612526, + 0.0266539566218853, + 0.019310811534523964, + 0.01416434533894062, + 0.059327300637960434 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.0430605448782444 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006730979308485985 + ], + "opposite_logprob_tokens": [ + -5.006731033325195 + ], + "logprob_reward": -0.006730979308485985, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006730979308485985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17110951244831085, + 0.14734089374542236, + 0.043802645057439804, + 0.35596001148223877, + 0.08890895545482635, + 0.05680399760603905, + 0.04159849137067795, + 0.02224891632795334, + 0.02818806655704975, + 0.04403850808739662 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.006730979308485985 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a fixed, reverent wide-angle shot, a breathtaking scene unfolds, rendered entirely in a delicate watercolor style, with soft, translucent colors gently bleeding into one another. Across the dramatically shifting canvas against a clearing sky, the last remnants of dark, moody storm clouds retreat, making way for an ever-expanding expanse of pale, luminous blue. The Gothic cathedral's majestic spires, constructed of rain-washed gray stone, dominate the lower frame; their intricate buttresses and pointed arches are softened by a painterly aesthetic, their details suggestive rather than sharply defined. A vibrant rainbow gracefully arches across the cathedral, slowly emerging from the humid air. Its unbroken, luminous arc is composed of soft-edged streaks of red, orange, yellow, green, and purple, seemingly painted using a wet-on-wet technique. Ethereal sunlight penetrates the clouds from a low angle, casting a warm golden glow that sweeps across the cathedral's facade, catching the damp stone and creating a shimmering, rain-washed atmosphere imbued with artistic grace and a profound sense of peace.", + "seed": 8574, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_0/index_4724_seed_8574_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014842339744791388, + "vlm_logprob": -0.014842339744791388, + "vlm_yes_no_margin": 5.275, + "vlm_token_credit": -0.014842339744791388, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022800182923674583 + ], + "opposite_logprob_tokens": [ + -6.252280235290527 + ], + "logprob_reward": -0.0022800182923674583, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0022800182923674583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1026596873998642, + 0.04174457862973213, + 0.029934857040643692, + 0.04806022346019745, + 0.02569856122136116, + 0.05776109918951988, + 0.052232351154088974, + 0.06342159956693649, + 0.1434723436832428, + 0.4350146949291229 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0022800182923674583 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026373596861958504 + ], + "opposite_logprob_tokens": [ + -3.6513736248016357 + ], + "logprob_reward": -0.026373596861958504, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026373596861958504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22733578085899353, + 0.1122485101222992, + 0.05715407058596611, + 0.13727770745754242, + 0.04519248381257057, + 0.053486939519643784, + 0.08400782942771912, + 0.1210276409983635, + 0.062145184725522995, + 0.100123830139637 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.026373596861958504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013381821336224675 + ], + "opposite_logprob_tokens": [ + -6.626338005065918 + ], + "logprob_reward": -0.0013381821336224675, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013381821336224675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06422915309667587, + 0.06769372522830963, + 0.051140010356903076, + 0.03329608589410782, + 0.06409677863121033, + 0.12909461557865143, + 0.1626100242137909, + 0.09686573594808578, + 0.1055867001414299, + 0.22538720071315765 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.0013381821336224675 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011788808042183518 + ], + "opposite_logprob_tokens": [ + -6.751178741455078 + ], + "logprob_reward": -0.0011788808042183518, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011788808042183518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2632119953632355, + 0.04125451296567917, + 0.06273362040519714, + 0.040508292615413666, + 0.13528980314731598, + 0.09777067601680756, + 0.049263808876276016, + 0.09473225474357605, + 0.10770804435014725, + 0.10752708464860916 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.0011788808042183518 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304102063179016 + ], + "opposite_logprob_tokens": [ + -3.1680409908294678 + ], + "logprob_reward": -0.04304102063179016, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304102063179016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13227643072605133, + 0.0451660193502903, + 0.05349745601415634, + 0.10917263478040695, + 0.1202518492937088, + 0.04911612719297409, + 0.15350228548049927, + 0.09603455662727356, + 0.0359007827937603, + 0.20508188009262085 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.04304102063179016 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a fixed, reverent wide-angle shot, a breathtaking scene unfolds, rendered entirely in a delicate watercolor style, with soft, translucent colors gently bleeding into one another. Across the dramatically shifting canvas against a clearing sky, the last remnants of dark, moody storm clouds retreat, making way for an ever-expanding expanse of pale, luminous blue. The Gothic cathedral's majestic spires, constructed of rain-washed gray stone, dominate the lower frame; their intricate buttresses and pointed arches are softened by a painterly aesthetic, their details suggestive rather than sharply defined. A vibrant rainbow gracefully arches across the cathedral, slowly emerging from the humid air. Its unbroken, luminous arc is composed of soft-edged streaks of red, orange, yellow, green, and purple, seemingly painted using a wet-on-wet technique. Ethereal sunlight penetrates the clouds from a low angle, casting a warm golden glow that sweeps across the cathedral's facade, catching the damp stone and creating a shimmering, rain-washed atmosphere imbued with artistic grace and a profound sense of peace.", + "seed": 8575, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_0/index_4724_seed_8575_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.25498849651776256, + "vlm_logprob": -0.25498849651776256, + "vlm_yes_no_margin": 3.5249999880790712, + "vlm_token_credit": -0.25498849651776256, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0034263969864696264 + ], + "opposite_logprob_tokens": [ + -5.753426551818848 + ], + "logprob_reward": -0.0034263969864696264, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0034263969864696264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2163209617137909, + 0.11797544360160828, + 0.034195467829704285, + 0.050608061254024506, + 0.1571352481842041, + 0.18210913240909576, + 0.05698033422231674, + 0.048400796949863434, + 0.07766652852296829, + 0.05860799178481102 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0034263969864696264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2235937118530273 + ], + "opposite_logprob_tokens": [ + -0.34859365224838257 + ], + "logprob_reward": -1.2235937118530273, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.2235937118530273, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15933461487293243, + 0.16027747094631195, + 0.09108977019786835, + 0.04926493391394615, + 0.050773851573467255, + 0.07282799482345581, + 0.06864992529153824, + 0.19711236655712128, + 0.07213408499956131, + 0.07853495329618454 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -1.2235937118530273 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067506348714232445 + ], + "opposite_logprob_tokens": [ + -5.006750583648682 + ], + "logprob_reward": -0.0067506348714232445, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067506348714232445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17223097383975983, + 0.09225057065486908, + 0.06598695367574692, + 0.09304657578468323, + 0.09328961372375488, + 0.09931951016187668, + 0.10474754124879837, + 0.08345744013786316, + 0.06258834898471832, + 0.13308249413967133 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.0067506348714232445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059655450284481 + ], + "opposite_logprob_tokens": [ + -3.895596504211426 + ], + "logprob_reward": -0.02059655450284481, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059655450284481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11657191812992096, + 0.0795968770980835, + 0.05007919669151306, + 0.14611925184726715, + 0.06584235280752182, + 0.0809158980846405, + 0.1239096075296402, + 0.10445255041122437, + 0.11631486564874649, + 0.11619748175144196 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.02059655450284481 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020575184375047684 + ], + "opposite_logprob_tokens": [ + -3.8955752849578857 + ], + "logprob_reward": -0.020575184375047684, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020575184375047684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08518492430448532, + 0.09361755847930908, + 0.059153519570827484, + 0.06792035698890686, + 0.041468698531389236, + 0.0998145341873169, + 0.08875143527984619, + 0.16753682494163513, + 0.11083980649709702, + 0.1857123076915741 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.020575184375047684 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a fixed, reverent wide-angle shot, a breathtaking scene unfolds, rendered entirely in a delicate watercolor style, with soft, translucent colors gently bleeding into one another. Across the dramatically shifting canvas against a clearing sky, the last remnants of dark, moody storm clouds retreat, making way for an ever-expanding expanse of pale, luminous blue. The Gothic cathedral's majestic spires, constructed of rain-washed gray stone, dominate the lower frame; their intricate buttresses and pointed arches are softened by a painterly aesthetic, their details suggestive rather than sharply defined. A vibrant rainbow gracefully arches across the cathedral, slowly emerging from the humid air. Its unbroken, luminous arc is composed of soft-edged streaks of red, orange, yellow, green, and purple, seemingly painted using a wet-on-wet technique. Ethereal sunlight penetrates the clouds from a low angle, casting a warm golden glow that sweeps across the cathedral's facade, catching the damp stone and creating a shimmering, rain-washed atmosphere imbued with artistic grace and a profound sense of peace.", + "seed": 8576, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_0/index_4724_seed_8576_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.011252692947164179, + "vlm_logprob": -0.011252692947164179, + "vlm_yes_no_margin": 5.225, + "vlm_token_credit": -0.011252692947164179, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001077905297279358 + ], + "opposite_logprob_tokens": [ + -7.126078128814697 + ], + "logprob_reward": -0.001077905297279358, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.001077905297279358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054814063012599945, + 0.04999382421374321, + 0.047714438289403915, + 0.021890126168727875, + 0.03100581280887127, + 0.15269547700881958, + 0.5102040767669678, + 0.050950855016708374, + 0.028576217591762543, + 0.05215512216091156 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.001077905297279358 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060309424996376 + ], + "opposite_logprob_tokens": [ + -3.8956031799316406 + ], + "logprob_reward": -0.02060309424996376, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060309424996376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21990370750427246, + 0.17829927802085876, + 0.07522515207529068, + 0.0485314205288887, + 0.05737628787755966, + 0.06550144404172897, + 0.1235160157084465, + 0.08593179285526276, + 0.08130664378404617, + 0.06440826505422592 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.02060309424996376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067406888119876385 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.0067406888119876385, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067406888119876385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1592152863740921, + 0.09837201237678528, + 0.060595203191041946, + 0.10328776389360428, + 0.18204526603221893, + 0.0432099923491478, + 0.09921088069677353, + 0.09633871912956238, + 0.09645052254199982, + 0.061274342238903046 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.0067406888119876385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015109085943549871 + ], + "opposite_logprob_tokens": [ + -6.501511096954346 + ], + "logprob_reward": -0.0015109085943549871, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015109085943549871, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09611291438341141, + 0.12768669426441193, + 0.09416361153125763, + 0.03988123685121536, + 0.08668992668390274, + 0.05928339809179306, + 0.05324724689126015, + 0.2196275293827057, + 0.12071927636861801, + 0.10258815437555313 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.0015109085943549871 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a delicate watercolor style with soft, translucent colors bleeding into one another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, moody storm clouds visible retreating across a clearing sky to reveal pale, luminous blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Gothic cathedral with rain-washed gray stone spires, buttresses, and pointed arches visible in the lower frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vibrant rainbow with soft-edged streaks of red, orange, yellow, green, and purple arching across the cathedral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed, reverent wide-angle view with ethereal sunlight casting a warm golden glow from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026330867782235146 + ], + "opposite_logprob_tokens": [ + -3.6513309478759766 + ], + "logprob_reward": -0.026330867782235146, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026330867782235146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10598544031381607, + 0.1952742636203766, + 0.09118543565273285, + 0.03909469023346901, + 0.04814523458480835, + 0.05155530571937561, + 0.08592250943183899, + 0.1721360981464386, + 0.04008321091532707, + 0.17061778903007507 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.026330867782235146 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_1/index_tensor([3886, 3886])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_1/index_tensor([3886, 3886])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e8e3a2fd0abe79010535772f59a3ea301e22f67a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_1/index_tensor([3886, 3886])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static medium close-up depicts a young man with rich olive skin and intense, dark eyes, set against a dimly lit, out-of-focus interior. He is dramatically illuminated by a single, harsh key light from the side, sculpting his features with high contrast and casting deep shadows that heighten the sense of tension. He suddenly and violently recoils, as if struck by an unseen force. His head jerks back, his shoulders recoil sharply, and his upper body instinctively twists away from the camera. His previously focused eyes are now wide with pure, unadulterated disbelief, his brow furrowed in confusion and shock. His lips part slightly in a silent, shocked gasp, his entire posture frozen in instinctive reaction, creating an atmosphere of intense tension and drama of a sudden, devastating revelation.", + "seed": 31941, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_1/index_3886_seed_31941_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3546247337013483, + "vlm_logprob": -0.3546247337013483, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.3546247337013483, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024708406999707222 + ], + "opposite_logprob_tokens": [ + -3.8997085094451904 + ], + "logprob_reward": -0.024708406999707222, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.024708406999707222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.362408846616745, + 0.08881932497024536, + 0.06397290527820587, + 0.037948451936244965, + 0.03993689641356468, + 0.026286520063877106, + 0.018073242157697678, + 0.07706710696220398, + 0.1540871113538742, + 0.13139963150024414 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.024708406999707222 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059842273592949 + ], + "opposite_logprob_tokens": [ + -3.8955984115600586 + ], + "logprob_reward": -0.02059842273592949, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059842273592949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5282042622566223, + 0.053393907845020294, + 0.07139891386032104, + 0.06391944736242294, + 0.06931085884571075, + 0.02511698007583618, + 0.04087130352854729, + 0.03773447871208191, + 0.06409620493650436, + 0.045953650027513504 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.02059842273592949 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005675792694092 + ], + "opposite_logprob_tokens": [ + -0.2255675196647644 + ], + "logprob_reward": -1.6005675792694092, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005675792694092, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14079472422599792, + 0.09528442472219467, + 0.10095404088497162, + 0.09714426100254059, + 0.05098938196897507, + 0.056865207850933075, + 0.1868060976266861, + 0.09885551780462265, + 0.09809036552906036, + 0.07421594113111496 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -1.6005675792694092 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08911558240652084 + ], + "opposite_logprob_tokens": [ + -2.464115619659424 + ], + "logprob_reward": -0.08911558240652084, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08911558240652084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17759168148040771, + 0.093111053109169, + 0.09527001529932022, + 0.06359094381332397, + 0.07698067277669907, + 0.046460509300231934, + 0.15743261575698853, + 0.07543548941612244, + 0.12893132865428925, + 0.08519567549228668 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.08911558240652084 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813367709517479 + ], + "opposite_logprob_tokens": [ + -3.2881336212158203 + ], + "logprob_reward": -0.03813367709517479, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813367709517479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19691325724124908, + 0.13089534640312195, + 0.0712965652346611, + 0.0741393193602562, + 0.06736977398395538, + 0.0552193783223629, + 0.17016279697418213, + 0.08829200267791748, + 0.07036124169826508, + 0.07535027712583542 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.03813367709517479 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium close-up depicts a young man with rich olive skin and intense, dark eyes, set against a dimly lit, out-of-focus interior. He is dramatically illuminated by a single, harsh key light from the side, sculpting his features with high contrast and casting deep shadows that heighten the sense of tension. He suddenly and violently recoils, as if struck by an unseen force. His head jerks back, his shoulders recoil sharply, and his upper body instinctively twists away from the camera. His previously focused eyes are now wide with pure, unadulterated disbelief, his brow furrowed in confusion and shock. His lips part slightly in a silent, shocked gasp, his entire posture frozen in instinctive reaction, creating an atmosphere of intense tension and drama of a sudden, devastating revelation.", + "seed": 31942, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_1/index_3886_seed_31942_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12275194749236107, + "vlm_logprob": -0.12275194749236107, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.12275194749236107, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020191598683595657 + ], + "opposite_logprob_tokens": [ + -4.395191669464111 + ], + "logprob_reward": -0.020191598683595657, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.020191598683595657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18743711709976196, + 0.09678409993648529, + 0.17453055083751678, + 0.0949646607041359, + 0.06164924055337906, + 0.07624506950378418, + 0.13109548389911652, + 0.08475351333618164, + 0.039404794573783875, + 0.0531354583799839 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.020191598683595657 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023314278572797775 + ], + "opposite_logprob_tokens": [ + -3.7733142375946045 + ], + "logprob_reward": -0.023314278572797775, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023314278572797775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09059949219226837, + 0.24239163100719452, + 0.041309989988803864, + 0.15281608700752258, + 0.05370881408452988, + 0.14708010852336884, + 0.05658438801765442, + 0.11419400572776794, + 0.053779300302267075, + 0.0475362166762352 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.023314278572797775 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233125686645508 + ], + "opposite_logprob_tokens": [ + -0.8983125686645508 + ], + "logprob_reward": -0.5233125686645508, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233125686645508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5113010406494141, + 0.08063844591379166, + 0.07875987142324448, + 0.05664221942424774, + 0.025848761200904846, + 0.0742679089307785, + 0.07563384622335434, + 0.02760067768394947, + 0.012181330472230911, + 0.057125914841890335 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.5233125686645508 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026356181129813194 + ], + "opposite_logprob_tokens": [ + -3.6513562202453613 + ], + "logprob_reward": -0.026356181129813194, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026356181129813194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32865676283836365, + 0.11194058507680893, + 0.08927145600318909, + 0.10014303028583527, + 0.04719387739896774, + 0.08294617384672165, + 0.04677370935678482, + 0.05704405903816223, + 0.06183372810482979, + 0.07419664412736893 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.026356181129813194 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585110411047935 + ], + "opposite_logprob_tokens": [ + -3.895585060119629 + ], + "logprob_reward": -0.020585110411047935, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585110411047935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15018004179000854, + 0.12491548806428909, + 0.14285911619663239, + 0.05938515067100525, + 0.048080649226903915, + 0.11629364639520645, + 0.1434684544801712, + 0.06913734972476959, + 0.05339297279715538, + 0.09228713065385818 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.020585110411047935 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium close-up depicts a young man with rich olive skin and intense, dark eyes, set against a dimly lit, out-of-focus interior. He is dramatically illuminated by a single, harsh key light from the side, sculpting his features with high contrast and casting deep shadows that heighten the sense of tension. He suddenly and violently recoils, as if struck by an unseen force. His head jerks back, his shoulders recoil sharply, and his upper body instinctively twists away from the camera. His previously focused eyes are now wide with pure, unadulterated disbelief, his brow furrowed in confusion and shock. His lips part slightly in a silent, shocked gasp, his entire posture frozen in instinctive reaction, creating an atmosphere of intense tension and drama of a sudden, devastating revelation.", + "seed": 31943, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_1/index_3886_seed_31943_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.37664221934974196, + "vlm_logprob": -0.37664221934974196, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.37664221934974196, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017196713015437126 + ], + "opposite_logprob_tokens": [ + -4.3921966552734375 + ], + "logprob_reward": -0.017196713015437126, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.017196713015437126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3932541012763977, + 0.08265794813632965, + 0.10761720687150955, + 0.05099381506443024, + 0.14213675260543823, + 0.031184155493974686, + 0.03551629185676575, + 0.07578729838132858, + 0.03316450119018555, + 0.04768786206841469 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.017196713015437126 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023306243121623993 + ], + "opposite_logprob_tokens": [ + -3.773306131362915 + ], + "logprob_reward": -0.023306243121623993, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023306243121623993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15747058391571045, + 0.15124717354774475, + 0.06436575949192047, + 0.08907359093427658, + 0.096765898168087, + 0.17285341024398804, + 0.0630798488855362, + 0.08699391037225723, + 0.049245551228523254, + 0.06890423595905304 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.023306243121623993 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015581130981445 + ], + "opposite_logprob_tokens": [ + -0.20155805349349976 + ], + "logprob_reward": -1.7015581130981445, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015581130981445, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2424984574317932, + 0.16896529495716095, + 0.07994646579027176, + 0.0654347836971283, + 0.1049133911728859, + 0.07791296392679214, + 0.02447272278368473, + 0.05431654676795006, + 0.04349483922123909, + 0.138044536113739 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -1.7015581130981445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07906555384397507 + ], + "opposite_logprob_tokens": [ + -2.5790655612945557 + ], + "logprob_reward": -0.07906555384397507, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07906555384397507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19344431161880493, + 0.13723239302635193, + 0.10695230215787888, + 0.06740665435791016, + 0.06856255233287811, + 0.08510227501392365, + 0.03207966312766075, + 0.04974225535988808, + 0.1062215119600296, + 0.15325604379177094 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.07906555384397507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208447366952896 + ], + "opposite_logprob_tokens": [ + -2.812084436416626 + ], + "logprob_reward": -0.06208447366952896, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208447366952896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13208192586898804, + 0.1322624534368515, + 0.18726234138011932, + 0.1059202179312706, + 0.07839857786893845, + 0.05539526417851448, + 0.029872562736272812, + 0.047450046986341476, + 0.09674349427223206, + 0.134613037109375 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.06208447366952896 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium close-up depicts a young man with rich olive skin and intense, dark eyes, set against a dimly lit, out-of-focus interior. He is dramatically illuminated by a single, harsh key light from the side, sculpting his features with high contrast and casting deep shadows that heighten the sense of tension. He suddenly and violently recoils, as if struck by an unseen force. His head jerks back, his shoulders recoil sharply, and his upper body instinctively twists away from the camera. His previously focused eyes are now wide with pure, unadulterated disbelief, his brow furrowed in confusion and shock. His lips part slightly in a silent, shocked gasp, his entire posture frozen in instinctive reaction, creating an atmosphere of intense tension and drama of a sudden, devastating revelation.", + "seed": 31944, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_1/index_3886_seed_31944_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16820344924926758, + "vlm_logprob": -0.16820344924926758, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.16820344924926758, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03445126488804817 + ], + "opposite_logprob_tokens": [ + -3.5344512462615967 + ], + "logprob_reward": -0.03445126488804817, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03445126488804817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08350508660078049, + 0.03677932173013687, + 0.3221895396709442, + 0.06605783104896545, + 0.08811655640602112, + 0.032310958951711655, + 0.07547853887081146, + 0.04646407812833786, + 0.13782285153865814, + 0.11127524822950363 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.03445126488804817 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026379402726888657 + ], + "opposite_logprob_tokens": [ + -3.651379346847534 + ], + "logprob_reward": -0.026379402726888657, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026379402726888657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04596633464097977, + 0.09723767638206482, + 0.5154587030410767, + 0.05352863669395447, + 0.03726169466972351, + 0.04340198263525963, + 0.03606484457850456, + 0.08837300539016724, + 0.05072933807969093, + 0.03197771683335304 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.026379402726888657 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.693374752998352 + ], + "opposite_logprob_tokens": [ + -0.693374752998352 + ], + "logprob_reward": -0.693374752998352, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.693374752998352, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1333012580871582, + 0.375946581363678, + 0.1290678083896637, + 0.08278512209653854, + 0.05424460768699646, + 0.0302048958837986, + 0.04592214897274971, + 0.039711955934762955, + 0.05673960968852043, + 0.05207601562142372 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.693374752998352 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869088530540466 + ], + "opposite_logprob_tokens": [ + -3.0486907958984375 + ], + "logprob_reward": -0.04869088530540466, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869088530540466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06590496003627777, + 0.139753520488739, + 0.5042630434036255, + 0.058282043784856796, + 0.021621260792016983, + 0.02308633364737034, + 0.040448036044836044, + 0.021656105294823647, + 0.07118214666843414, + 0.05380258709192276 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.04869088530540466 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a young man with rich olive skin and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dimly lit, out-of-focus interior illuminated by a single harsh key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character suddenly and violently recoil with his head jerking back and shoulders recoiling sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character's upper body twist away from the camera while his eyes widen in disbelief and his brow furrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character's lips part slightly in a silent gasp while his posture remains frozen in reaction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812094032764435 + ], + "opposite_logprob_tokens": [ + -3.288120985031128 + ], + "logprob_reward": -0.03812094032764435, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812094032764435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0766504630446434, + 0.05929763242602348, + 0.4399459660053253, + 0.0776008814573288, + 0.046799976378679276, + 0.024335205554962158, + 0.08686810731887817, + 0.04116261377930641, + 0.08520183712244034, + 0.06213731691241264 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.03812094032764435 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_10/index_tensor([4092, 4092])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_10/index_tensor([4092, 4092])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2a0074c105bc4bdf1daaeee6ae637a6016c763dd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_10/index_tensor([4092, 4092])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Told from a low-crouching first-person perspective, the camera advances in a shaky, handheld motion, cautiously navigating a scene of apocalyptic disaster. The ground is a chaotic mess, littered with powdered cement, twisted rebar, and the charred husks of military equipment. In the immediate foreground, a pair of hands clad in fingerless black tactical gloves can be seen, one pressed against the jagged concrete, the other gripping the butt of a futuristic assault rifle. In the middle distance, a burning vehicle billows thick, oily black smoke, while a gritty, gray dust kicked up by the chaos hangs heavily in the air, obscuring the skeletal remains of bombed-out high-rises against an oppressive, brassy sky. The entire frame periodically shakes with the deep, concussive vibrations of distant impacts, causing the ground to tremble violently and sending small pebbles and debris skittering across its surface. With each jolt, the camera lurches, momentarily losing focus, before steadily reorienting and continuing its slow, deliberate crawl forward. Harsh sunlight struggles to penetrate the thick haze, casting long, distorted shadows and creating sharp, gleaming highlights on shards of glass and discarded bullet casings, creating a desaturated and austere palette that heightens the atmosphere of extreme tension and visceral disorientation.", + "seed": 11012, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_10/index_4092_seed_11012_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01722440468147397, + "vlm_logprob": -0.01722440468147397, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.01722440468147397, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03158443793654442 + ], + "opposite_logprob_tokens": [ + -3.9065845012664795 + ], + "logprob_reward": -0.03158443793654442, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.03158443793654442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08058955520391464, + 0.1892581582069397, + 0.0696864053606987, + 0.09557779133319855, + 0.07013025134801865, + 0.27718472480773926, + 0.09442881494760513, + 0.052148472517728806, + 0.02657884731888771, + 0.04441700130701065 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.03158443793654442 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023305775597691536 + ], + "opposite_logprob_tokens": [ + -3.773305892944336 + ], + "logprob_reward": -0.023305775597691536, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023305775597691536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1485220044851303, + 0.37003639340400696, + 0.060830820351839066, + 0.06292987614870071, + 0.03426259011030197, + 0.09274113178253174, + 0.13417655229568481, + 0.03234436735510826, + 0.013589181005954742, + 0.05056709423661232 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.023305775597691536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201881363987923 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014201881363987923, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201881363987923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09503448009490967, + 0.11117658764123917, + 0.08745153248310089, + 0.12763720750808716, + 0.13202421367168427, + 0.21268391609191895, + 0.11294393986463547, + 0.04106805473566055, + 0.034632276743650436, + 0.045347802340984344 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.014201881363987923 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107992883771658 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.01107992883771658, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107992883771658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11047761887311935, + 0.15835270285606384, + 0.028008246794342995, + 0.24451346695423126, + 0.19496510922908783, + 0.04112352058291435, + 0.028996814042329788, + 0.15333496034145355, + 0.019859112799167633, + 0.02036851830780506 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.01107992883771658 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949999671429396 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.005949999671429396, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949999671429396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13846254348754883, + 0.5443482995033264, + 0.0345427542924881, + 0.05402658134698868, + 0.03998702019453049, + 0.042950812727212906, + 0.034494079649448395, + 0.029625246301293373, + 0.04162564128637314, + 0.039937060326337814 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.005949999671429396 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Told from a low-crouching first-person perspective, the camera advances in a shaky, handheld motion, cautiously navigating a scene of apocalyptic disaster. The ground is a chaotic mess, littered with powdered cement, twisted rebar, and the charred husks of military equipment. In the immediate foreground, a pair of hands clad in fingerless black tactical gloves can be seen, one pressed against the jagged concrete, the other gripping the butt of a futuristic assault rifle. In the middle distance, a burning vehicle billows thick, oily black smoke, while a gritty, gray dust kicked up by the chaos hangs heavily in the air, obscuring the skeletal remains of bombed-out high-rises against an oppressive, brassy sky. The entire frame periodically shakes with the deep, concussive vibrations of distant impacts, causing the ground to tremble violently and sending small pebbles and debris skittering across its surface. With each jolt, the camera lurches, momentarily losing focus, before steadily reorienting and continuing its slow, deliberate crawl forward. Harsh sunlight struggles to penetrate the thick haze, casting long, distorted shadows and creating sharp, gleaming highlights on shards of glass and discarded bullet casings, creating a desaturated and austere palette that heightens the atmosphere of extreme tension and visceral disorientation.", + "seed": 11013, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_10/index_4092_seed_11013_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05313755450770259, + "vlm_logprob": -0.05313755450770259, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.05313755450770259, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12019387632608414 + ], + "opposite_logprob_tokens": [ + -2.2451939582824707 + ], + "logprob_reward": -0.12019387632608414, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12019387632608414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17955949902534485, + 0.061591751873493195, + 0.0657869279384613, + 0.045874860137701035, + 0.12436715513467789, + 0.2822757065296173, + 0.08841422200202942, + 0.04801414534449577, + 0.04161643236875534, + 0.062499355524778366 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.12019387632608414 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906640112400055 + ], + "opposite_logprob_tokens": [ + -2.464066505432129 + ], + "logprob_reward": -0.08906640112400055, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906640112400055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13724470138549805, + 0.09785711020231247, + 0.1584479659795761, + 0.05200048163533211, + 0.02916933409869671, + 0.17149032652378082, + 0.06487566977739334, + 0.05886681750416756, + 0.0745217576622963, + 0.1555258184671402 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.08906640112400055 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038113366812467575 + ], + "opposite_logprob_tokens": [ + -3.2881133556365967 + ], + "logprob_reward": -0.038113366812467575, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038113366812467575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29316338896751404, + 0.06613534688949585, + 0.09415902942419052, + 0.0404965803027153, + 0.0370902419090271, + 0.10858224332332611, + 0.049325164407491684, + 0.09320804476737976, + 0.11594689637422562, + 0.10189305245876312 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.038113366812467575 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212928712368011 + ], + "opposite_logprob_tokens": [ + -4.2642130851745605 + ], + "logprob_reward": -0.014212928712368011, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212928712368011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14767076075077057, + 0.04670816659927368, + 0.126512348651886, + 0.11284710466861725, + 0.063852459192276, + 0.13611629605293274, + 0.044833749532699585, + 0.13037113845348358, + 0.11744603514671326, + 0.07364195585250854 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.014212928712368011 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004101199563592672 + ], + "opposite_logprob_tokens": [ + -5.504101276397705 + ], + "logprob_reward": -0.004101199563592672, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004101199563592672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21108810603618622, + 0.07099038362503052, + 0.10725034773349762, + 0.04547080770134926, + 0.08178016543388367, + 0.12758247554302216, + 0.13679224252700806, + 0.10836754739284515, + 0.048584066331386566, + 0.062093861401081085 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.004101199563592672 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Told from a low-crouching first-person perspective, the camera advances in a shaky, handheld motion, cautiously navigating a scene of apocalyptic disaster. The ground is a chaotic mess, littered with powdered cement, twisted rebar, and the charred husks of military equipment. In the immediate foreground, a pair of hands clad in fingerless black tactical gloves can be seen, one pressed against the jagged concrete, the other gripping the butt of a futuristic assault rifle. In the middle distance, a burning vehicle billows thick, oily black smoke, while a gritty, gray dust kicked up by the chaos hangs heavily in the air, obscuring the skeletal remains of bombed-out high-rises against an oppressive, brassy sky. The entire frame periodically shakes with the deep, concussive vibrations of distant impacts, causing the ground to tremble violently and sending small pebbles and debris skittering across its surface. With each jolt, the camera lurches, momentarily losing focus, before steadily reorienting and continuing its slow, deliberate crawl forward. Harsh sunlight struggles to penetrate the thick haze, casting long, distorted shadows and creating sharp, gleaming highlights on shards of glass and discarded bullet casings, creating a desaturated and austere palette that heightens the atmosphere of extreme tension and visceral disorientation.", + "seed": 11014, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_10/index_4092_seed_11014_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023668199591338635, + "vlm_logprob": -0.023668199591338635, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.023668199591338635, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03947201743721962 + ], + "opposite_logprob_tokens": [ + -3.5394721031188965 + ], + "logprob_reward": -0.03947201743721962, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03947201743721962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09373102337121964, + 0.07673639804124832, + 0.06303849071264267, + 0.12593244016170502, + 0.06720902770757675, + 0.06996137648820877, + 0.04379840940237045, + 0.11220668256282806, + 0.13914380967617035, + 0.20824231207370758 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.03947201743721962 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812013566493988 + ], + "opposite_logprob_tokens": [ + -3.2881200313568115 + ], + "logprob_reward": -0.03812013566493988, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812013566493988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11016689240932465, + 0.0740351751446724, + 0.03932313248515129, + 0.04388577863574028, + 0.028956566005945206, + 0.03681759163737297, + 0.02507995441555977, + 0.03888588398694992, + 0.12199585884809494, + 0.4808531701564789 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.03812013566493988 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020592233166098595 + ], + "opposite_logprob_tokens": [ + -3.895592212677002 + ], + "logprob_reward": -0.020592233166098595, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020592233166098595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10363978892564774, + 0.06266935914754868, + 0.06101405248045921, + 0.03314012289047241, + 0.04750565439462662, + 0.05590920150279999, + 0.029696283861994743, + 0.03854969143867493, + 0.1173657551407814, + 0.45051008462905884 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.020592233166098595 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203056693077087 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014203056693077087, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203056693077087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2851026952266693, + 0.14554373919963837, + 0.09361245483160019, + 0.030398830771446228, + 0.05809028074145317, + 0.06676169484853745, + 0.11244715005159378, + 0.04572715610265732, + 0.06337639689445496, + 0.09893959015607834 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.014203056693077087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595355499535799 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.00595355499535799, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595355499535799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05920437350869179, + 0.0705980435013771, + 0.06318710744380951, + 0.4164958894252777, + 0.0809500515460968, + 0.04939216375350952, + 0.06462568044662476, + 0.04177437350153923, + 0.06325311958789825, + 0.0905192568898201 + ], + "top_frames": [ + 3, + 9, + 4 + ], + "selected_reward": -0.00595355499535799 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Told from a low-crouching first-person perspective, the camera advances in a shaky, handheld motion, cautiously navigating a scene of apocalyptic disaster. The ground is a chaotic mess, littered with powdered cement, twisted rebar, and the charred husks of military equipment. In the immediate foreground, a pair of hands clad in fingerless black tactical gloves can be seen, one pressed against the jagged concrete, the other gripping the butt of a futuristic assault rifle. In the middle distance, a burning vehicle billows thick, oily black smoke, while a gritty, gray dust kicked up by the chaos hangs heavily in the air, obscuring the skeletal remains of bombed-out high-rises against an oppressive, brassy sky. The entire frame periodically shakes with the deep, concussive vibrations of distant impacts, causing the ground to tremble violently and sending small pebbles and debris skittering across its surface. With each jolt, the camera lurches, momentarily losing focus, before steadily reorienting and continuing its slow, deliberate crawl forward. Harsh sunlight struggles to penetrate the thick haze, casting long, distorted shadows and creating sharp, gleaming highlights on shards of glass and discarded bullet casings, creating a desaturated and austere palette that heightens the atmosphere of extreme tension and visceral disorientation.", + "seed": 11015, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_10/index_4092_seed_11015_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013269461039453746, + "vlm_logprob": -0.013269461039453746, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.013269461039453746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01867111586034298 + ], + "opposite_logprob_tokens": [ + -4.893671035766602 + ], + "logprob_reward": -0.01867111586034298, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.01867111586034298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09773629903793335, + 0.03008236549794674, + 0.06996691226959229, + 0.061193179339170456, + 0.07196903228759766, + 0.14268629252910614, + 0.06027207523584366, + 0.33807697892189026, + 0.06779217720031738, + 0.06022466719150543 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.01867111586034298 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018209312111139297 + ], + "opposite_logprob_tokens": [ + -4.018209457397461 + ], + "logprob_reward": -0.018209312111139297, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018209312111139297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12676112353801727, + 0.18076543509960175, + 0.1653994619846344, + 0.06764977425336838, + 0.10989222675561905, + 0.05453592911362648, + 0.06489159911870956, + 0.05712991952896118, + 0.0547768734395504, + 0.11819768697023392 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.018209312111139297 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0142021169885993 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.0142021169885993, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0142021169885993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21202552318572998, + 0.069672130048275, + 0.06722179800271988, + 0.09029082953929901, + 0.13895565271377563, + 0.0696018859744072, + 0.06833779811859131, + 0.06438764184713364, + 0.13155637681484222, + 0.08795032650232315 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.0142021169885993 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635574322193861 + ], + "opposite_logprob_tokens": [ + -4.882635593414307 + ], + "logprob_reward": -0.007635574322193861, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635574322193861, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06545104831457138, + 0.04303916171193123, + 0.040807925164699554, + 0.02780393697321415, + 0.03600577265024185, + 0.05481762811541557, + 0.20503190159797668, + 0.06563138961791992, + 0.30027809739112854, + 0.16113318502902985 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.007635574322193861 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-crouching first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing fingerless black tactical gloves visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a futuristic assault rifle visible, with one hand gripping its butt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a burning vehicle billowing thick, oily black smoke in the middle distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance with a shaky, handheld motion that lurches and loses focus periodically due to vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629185914993286 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.007629185914993286, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629185914993286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1636265069246292, + 0.08348389714956284, + 0.03760126233100891, + 0.06104075163602829, + 0.04926964268088341, + 0.27569183707237244, + 0.04609011858701706, + 0.07945825159549713, + 0.07488256692886353, + 0.1288551688194275 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.007629185914993286 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_11/index_tensor([872, 872])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_11/index_tensor([872, 872])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1bb582cd1c136d047f7070a52b7f459276d4b62f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_11/index_tensor([872, 872])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle close-up remains static, focused on a portion of a dark, polished mahogany tabletop, where a single, warm light source from an off-camera lamp casts a focused golden glow. Within this pool of light, two hands take center stage. One hand, belonging to an elderly individual, features prominent veins and neatly manicured nails, resting palm-down. Its index and middle fingers press gently yet firmly against the edge of a neatly stacked stack of off-white legal documents, held together by a simple metal clip. With a single, steady, deliberate movement, the hand gently pushes the entire sheet across the smooth, reflective wood, the paper sliding past with a soft, whispering sound. The other hand, younger, with smoother skin and slender fingers, rests motionless on the table, fingers slightly curled, in a receptive stillness as the paper slides toward it. The scene is imbued with a quiet, tense atmosphere, the warm, low-key lighting accentuating the subtle textures of skin, paper, and texture, transforming a simple transfer into a gesture of profound meaning and unspoken consent.", + "seed": 4375, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_11/index_872_seed_4375_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07802531583001837, + "vlm_logprob": -0.07802531583001837, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.07802531583001837, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04564976319670677 + ], + "opposite_logprob_tokens": [ + -3.545649766921997 + ], + "logprob_reward": -0.04564976319670677, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.04564976319670677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09717748314142227, + 0.030856024473905563, + 0.05618634074926376, + 0.028700964525341988, + 0.2539135813713074, + 0.19122201204299927, + 0.051642514765262604, + 0.08350265771150589, + 0.10629570484161377, + 0.10050268471240997 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.04564976319670677 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636837214231491 + ], + "opposite_logprob_tokens": [ + -3.6513683795928955 + ], + "logprob_reward": -0.02636837214231491, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636837214231491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1407642513513565, + 0.11114691197872162, + 0.09051389247179031, + 0.1424846351146698, + 0.17678239941596985, + 0.11525088548660278, + 0.04809488728642464, + 0.05266914144158363, + 0.043445151299238205, + 0.07884790003299713 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.02636837214231491 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004101437050849199 + ], + "opposite_logprob_tokens": [ + -5.504101276397705 + ], + "logprob_reward": -0.004101437050849199, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004101437050849199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14635257422924042, + 0.08955884724855423, + 0.06824801117181778, + 0.02023274637758732, + 0.3004053235054016, + 0.05078332871198654, + 0.0963817834854126, + 0.08064452558755875, + 0.06393561512231827, + 0.08345726132392883 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.004101437050849199 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134479522705078 + ], + "opposite_logprob_tokens": [ + -1.3134479522705078 + ], + "logprob_reward": -0.3134479522705078, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134479522705078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07226113229990005, + 0.02354178950190544, + 0.020481139421463013, + 0.04025024548172951, + 0.4269630014896393, + 0.09012871235609055, + 0.08285557478666306, + 0.12811459600925446, + 0.04349438473582268, + 0.07190947234630585 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.3134479522705078 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005590544897131622 + ], + "opposite_logprob_tokens": [ + -7.500558853149414 + ], + "logprob_reward": -0.0005590544897131622, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005590544897131622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1615668535232544, + 0.0761420726776123, + 0.026566362008452415, + 0.10464710742235184, + 0.3136051595211029, + 0.02972164750099182, + 0.09426555782556534, + 0.0429728738963604, + 0.05529334023594856, + 0.09521903842687607 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.0005590544897131622 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle close-up remains static, focused on a portion of a dark, polished mahogany tabletop, where a single, warm light source from an off-camera lamp casts a focused golden glow. Within this pool of light, two hands take center stage. One hand, belonging to an elderly individual, features prominent veins and neatly manicured nails, resting palm-down. Its index and middle fingers press gently yet firmly against the edge of a neatly stacked stack of off-white legal documents, held together by a simple metal clip. With a single, steady, deliberate movement, the hand gently pushes the entire sheet across the smooth, reflective wood, the paper sliding past with a soft, whispering sound. The other hand, younger, with smoother skin and slender fingers, rests motionless on the table, fingers slightly curled, in a receptive stillness as the paper slides toward it. The scene is imbued with a quiet, tense atmosphere, the warm, low-key lighting accentuating the subtle textures of skin, paper, and texture, transforming a simple transfer into a gesture of profound meaning and unspoken consent.", + "seed": 4376, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_11/index_872_seed_4376_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04877419356489554, + "vlm_logprob": -0.04877419356489554, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.04877419356489554, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03945860639214516 + ], + "opposite_logprob_tokens": [ + -3.5394585132598877 + ], + "logprob_reward": -0.03945860639214516, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03945860639214516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06462493538856506, + 0.03503645211458206, + 0.05923057720065117, + 0.13256219029426575, + 0.2743476629257202, + 0.1008969098329544, + 0.11214642971754074, + 0.03830486536026001, + 0.07396221905946732, + 0.10888782143592834 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.03945860639214516 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033318400382996 + ], + "opposite_logprob_tokens": [ + -2.3503332138061523 + ], + "logprob_reward": -0.10033318400382996, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033318400382996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027866479009389877, + 0.01930721290409565, + 0.03359375521540642, + 0.012255901470780373, + 0.6744587421417236, + 0.02418920025229454, + 0.008596822619438171, + 0.04442908987402916, + 0.11500459164381027, + 0.0402982160449028 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.10033318400382996 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209403656423092 + ], + "opposite_logprob_tokens": [ + -4.264209270477295 + ], + "logprob_reward": -0.014209403656423092, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209403656423092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14650298655033112, + 0.06196951866149902, + 0.1917712688446045, + 0.17049580812454224, + 0.16432395577430725, + 0.024308664724230766, + 0.021114181727170944, + 0.05147121846675873, + 0.08013036102056503, + 0.08791197836399078 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.014209403656423092 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890587642788887 + ], + "opposite_logprob_tokens": [ + -2.4640588760375977 + ], + "logprob_reward": -0.0890587642788887, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890587642788887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04412280395627022, + 0.034651048481464386, + 0.07857977598905563, + 0.09160315245389938, + 0.3604915142059326, + 0.0934109017252922, + 0.014730460941791534, + 0.04978591576218605, + 0.029085373505949974, + 0.20353902876377106 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.0890587642788887 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008110094931907952 + ], + "opposite_logprob_tokens": [ + -7.1258111000061035 + ], + "logprob_reward": -0.0008110094931907952, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008110094931907952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07965511828660965, + 0.0341624915599823, + 0.07990061491727829, + 0.027662668377161026, + 0.6047000885009766, + 0.03511979803442955, + 0.04080582037568092, + 0.024041935801506042, + 0.03219939023256302, + 0.04175208508968353 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.0008110094931907952 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle close-up remains static, focused on a portion of a dark, polished mahogany tabletop, where a single, warm light source from an off-camera lamp casts a focused golden glow. Within this pool of light, two hands take center stage. One hand, belonging to an elderly individual, features prominent veins and neatly manicured nails, resting palm-down. Its index and middle fingers press gently yet firmly against the edge of a neatly stacked stack of off-white legal documents, held together by a simple metal clip. With a single, steady, deliberate movement, the hand gently pushes the entire sheet across the smooth, reflective wood, the paper sliding past with a soft, whispering sound. The other hand, younger, with smoother skin and slender fingers, rests motionless on the table, fingers slightly curled, in a receptive stillness as the paper slides toward it. The scene is imbued with a quiet, tense atmosphere, the warm, low-key lighting accentuating the subtle textures of skin, paper, and texture, transforming a simple transfer into a gesture of profound meaning and unspoken consent.", + "seed": 4377, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_11/index_872_seed_4377_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04705240501789376, + "vlm_logprob": -0.04705240501789376, + "vlm_yes_no_margin": 4.149999976158142, + "vlm_token_credit": -0.04705240501789376, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05708044022321701 + ], + "opposite_logprob_tokens": [ + -3.0570805072784424 + ], + "logprob_reward": -0.05708044022321701, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05708044022321701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06785640865564346, + 0.05676288902759552, + 0.040325041860342026, + 0.07806448638439178, + 0.03150573745369911, + 0.21748338639736176, + 0.04151403158903122, + 0.03468076512217522, + 0.06477312743663788, + 0.3670341372489929 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.05708044022321701 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029816487804055214 + ], + "opposite_logprob_tokens": [ + -3.5298163890838623 + ], + "logprob_reward": -0.029816487804055214, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029816487804055214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05969621613621712, + 0.10223590582609177, + 0.09931071847677231, + 0.09130942821502686, + 0.029072975739836693, + 0.11755174398422241, + 0.21690712869167328, + 0.056876394897699356, + 0.025611914694309235, + 0.20142757892608643 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.029816487804055214 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643371794372797 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.004643371794372797, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643371794372797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18973195552825928, + 0.08084870874881744, + 0.07780390977859497, + 0.0581662580370903, + 0.02940325066447258, + 0.04682657867670059, + 0.15287500619888306, + 0.08606366813182831, + 0.18672940135002136, + 0.09155122935771942 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.004643371794372797 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280375838279724 + ], + "opposite_logprob_tokens": [ + -2.01780366897583 + ], + "logprob_reward": -0.14280375838279724, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14280375838279724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04095321148633957, + 0.05123833566904068, + 0.04639965668320656, + 0.03531385958194733, + 0.016718130558729172, + 0.08329704403877258, + 0.12358321249485016, + 0.09543577581644058, + 0.410021036863327, + 0.09703972935676575 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.14280375838279724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009179668850265443 + ], + "opposite_logprob_tokens": [ + -7.000917911529541 + ], + "logprob_reward": -0.0009179668850265443, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009179668850265443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14486953616142273, + 0.08275706321001053, + 0.04241844639182091, + 0.16672225296497345, + 0.030604539439082146, + 0.06743866205215454, + 0.10991819202899933, + 0.05386468768119812, + 0.033967841416597366, + 0.26743873953819275 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0009179668850265443 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle close-up remains static, focused on a portion of a dark, polished mahogany tabletop, where a single, warm light source from an off-camera lamp casts a focused golden glow. Within this pool of light, two hands take center stage. One hand, belonging to an elderly individual, features prominent veins and neatly manicured nails, resting palm-down. Its index and middle fingers press gently yet firmly against the edge of a neatly stacked stack of off-white legal documents, held together by a simple metal clip. With a single, steady, deliberate movement, the hand gently pushes the entire sheet across the smooth, reflective wood, the paper sliding past with a soft, whispering sound. The other hand, younger, with smoother skin and slender fingers, rests motionless on the table, fingers slightly curled, in a receptive stillness as the paper slides toward it. The scene is imbued with a quiet, tense atmosphere, the warm, low-key lighting accentuating the subtle textures of skin, paper, and texture, transforming a simple transfer into a gesture of profound meaning and unspoken consent.", + "seed": 4378, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_11/index_872_seed_4378_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09948840101715177, + "vlm_logprob": -0.09948840101715177, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.09948840101715177, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04101968929171562 + ], + "opposite_logprob_tokens": [ + -3.9160196781158447 + ], + "logprob_reward": -0.04101968929171562, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.04101968929171562, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.317656934261322, + 0.1772366464138031, + 0.11948253214359283, + 0.0703992247581482, + 0.07108274102210999, + 0.045130010694265366, + 0.03925115987658501, + 0.03934842348098755, + 0.07024048268795013, + 0.050171904265880585 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.04101968929171562 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018213290721178055 + ], + "opposite_logprob_tokens": [ + -4.018213272094727 + ], + "logprob_reward": -0.018213290721178055, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018213290721178055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14065837860107422, + 0.3166816532611847, + 0.13946473598480225, + 0.11497215181589127, + 0.033665239810943604, + 0.031051866710186005, + 0.058571867644786835, + 0.051219940185546875, + 0.06469278037548065, + 0.04902127757668495 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.018213290721178055 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651395328342915 + ], + "opposite_logprob_tokens": [ + -4.758651256561279 + ], + "logprob_reward": -0.008651395328342915, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651395328342915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28573498129844666, + 0.18833793699741364, + 0.07691580802202225, + 0.15741243958473206, + 0.024959880858659744, + 0.021028347313404083, + 0.07467406243085861, + 0.09096749871969223, + 0.05732940882444382, + 0.022639648988842964 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.008651395328342915 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42892470955848694 + ], + "opposite_logprob_tokens": [ + -1.0539246797561646 + ], + "logprob_reward": -0.42892470955848694, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42892470955848694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.218495711684227, + 0.29391735792160034, + 0.05478225648403168, + 0.06350664794445038, + 0.08546262234449387, + 0.02736804261803627, + 0.09242391586303711, + 0.10257650911808014, + 0.04208342358469963, + 0.01938355527818203 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.42892470955848694 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a high-angle close-up that remains static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a dark, polished mahogany tabletop with a single warm light source casting a golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two hands visible: one elderly with prominent veins and manicured nails, and one younger with smoother skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly hand push a stack of off-white legal documents held by a metal clip across the table while the younger hand remains motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting low-key and warm, accentuating the textures of the skin, paper, and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006329201860353351 + ], + "opposite_logprob_tokens": [ + -7.3756327629089355 + ], + "logprob_reward": -0.0006329201860353351, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006329201860353351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25080734491348267, + 0.07494931668043137, + 0.09477623552083969, + 0.0885264202952385, + 0.07093486934900284, + 0.028483787551522255, + 0.06135842204093933, + 0.06298322975635529, + 0.08247914910316467, + 0.18470120429992676 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0006329201860353351 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_12/index_tensor([21, 21])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_12/index_tensor([21, 21])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..522a07e7afdd963d8f60f861f67ae69db308fff6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_12/index_tensor([21, 21])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a level angle, capturing the dramatic moment at a remarkably high frame rate, focuses on a crow perched on a bare, weathered, cracked branch. In the bright, cool, diffuse light, its glossy black body stands in stark contrast to the soft, out-of-focus, grayish-white gloom of the sky. Suddenly, as if startled by an invisible thunderclap, a flicker of alarm flashes in its small, obsidian eyes, and its body tenses. Then, with a sudden burst of power, its wings spread upward and backward at astonishing speed. In extreme slow motion, each individual black flight feather unfurls in the air like a fan, its delicate blue-violet iridescence shimmering in the light, revealing the intricate structure of its vanes and rachises. With the powerful flapping of wings, one can almost feel the shock wave, its body is pushed upward by the huge force, and its claws instantly release the branch. The camera then tilts upward smoothly to capture its back as it flies resolutely into the sky. The whole picture, in the cold black, white and gray tones, creates a dramatic atmosphere full of tension, primitive and poetic.", + "seed": 14038, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_12/index_21_seed_14038_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018550693546421824, + "vlm_logprob": -0.018550693546421824, + "vlm_yes_no_margin": 5.25, + "vlm_token_credit": -0.018550693546421824, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006584614049643278 + ], + "opposite_logprob_tokens": [ + -5.381584644317627 + ], + "logprob_reward": -0.006584614049643278, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.006584614049643278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04598835110664368, + 0.03979136794805527, + 0.03682386502623558, + 0.1062266081571579, + 0.049176204949617386, + 0.04819181561470032, + 0.1275859922170639, + 0.10113390535116196, + 0.39936092495918274, + 0.045720964670181274 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.006584614049643278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003207421861588955 + ], + "opposite_logprob_tokens": [ + -5.753207206726074 + ], + "logprob_reward": -0.003207421861588955, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003207421861588955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0959990844130516, + 0.0645124614238739, + 0.14595775306224823, + 0.07409115135669708, + 0.08652844280004501, + 0.06862175464630127, + 0.21770989894866943, + 0.0416894406080246, + 0.06539381295442581, + 0.13949625194072723 + ], + "top_frames": [ + 6, + 2, + 9 + ], + "selected_reward": -0.003207421861588955 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011840007500723004 + ], + "opposite_logprob_tokens": [ + -6.751183986663818 + ], + "logprob_reward": -0.0011840007500723004, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011840007500723004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07415913790464401, + 0.05147998780012131, + 0.06619852781295776, + 0.12173537909984589, + 0.09636332839727402, + 0.1441178321838379, + 0.15721873939037323, + 0.11491373926401138, + 0.10838343948125839, + 0.0654299184679985 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.0011840007500723004 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028194934129714966 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.0028194934129714966, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028194934129714966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07326877117156982, + 0.03860998526215553, + 0.0558183528482914, + 0.07162028551101685, + 0.12503238022327423, + 0.1535167247056961, + 0.15497659146785736, + 0.09642814844846725, + 0.10936077684164047, + 0.12136800587177277 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.0028194934129714966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789579376578331 + ], + "opposite_logprob_tokens": [ + -2.578958034515381 + ], + "logprob_reward": -0.0789579376578331, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789579376578331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022928353399038315, + 0.038361988961696625, + 0.03319137915968895, + 0.08012016862630844, + 0.14706012606620789, + 0.27336442470550537, + 0.07352235913276672, + 0.0361858531832695, + 0.2330361008644104, + 0.06222923845052719 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.0789579376578331 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a level angle, capturing the dramatic moment at a remarkably high frame rate, focuses on a crow perched on a bare, weathered, cracked branch. In the bright, cool, diffuse light, its glossy black body stands in stark contrast to the soft, out-of-focus, grayish-white gloom of the sky. Suddenly, as if startled by an invisible thunderclap, a flicker of alarm flashes in its small, obsidian eyes, and its body tenses. Then, with a sudden burst of power, its wings spread upward and backward at astonishing speed. In extreme slow motion, each individual black flight feather unfurls in the air like a fan, its delicate blue-violet iridescence shimmering in the light, revealing the intricate structure of its vanes and rachises. With the powerful flapping of wings, one can almost feel the shock wave, its body is pushed upward by the huge force, and its claws instantly release the branch. The camera then tilts upward smoothly to capture its back as it flies resolutely into the sky. The whole picture, in the cold black, white and gray tones, creates a dramatic atmosphere full of tension, primitive and poetic.", + "seed": 14039, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_12/index_21_seed_14039_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01236179720144719, + "vlm_logprob": -0.01236179720144719, + "vlm_yes_no_margin": 5.525, + "vlm_token_credit": -0.01236179720144719, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013574553653597832 + ], + "opposite_logprob_tokens": [ + -4.513574600219727 + ], + "logprob_reward": -0.013574553653597832, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013574553653597832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22462794184684753, + 0.08040305227041245, + 0.2088257521390915, + 0.07786227762699127, + 0.03497197851538658, + 0.0797099620103836, + 0.07239247113466263, + 0.07180976122617722, + 0.12568853795528412, + 0.023708336055278778 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.013574553653597832 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003631665138527751 + ], + "opposite_logprob_tokens": [ + -5.628631591796875 + ], + "logprob_reward": -0.003631665138527751, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003631665138527751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07931681722402573, + 0.0984223261475563, + 0.5448690056800842, + 0.03142794594168663, + 0.04984241724014282, + 0.03441188484430313, + 0.04960707575082779, + 0.02581559680402279, + 0.050872188061475754, + 0.03541478514671326 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.003631665138527751 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009240409708581865 + ], + "opposite_logprob_tokens": [ + -7.000924110412598 + ], + "logprob_reward": -0.0009240409708581865, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009240409708581865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04616976156830788, + 0.055199045687913895, + 0.39623066782951355, + 0.07480373233556747, + 0.022363761439919472, + 0.05218297243118286, + 0.0789555236697197, + 0.07609982788562775, + 0.11688573658466339, + 0.08110898733139038 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.0009240409708581865 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006354220095090568 + ], + "opposite_logprob_tokens": [ + -7.375635623931885 + ], + "logprob_reward": -0.0006354220095090568, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006354220095090568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10156252235174179, + 0.03258975222706795, + 0.16400012373924255, + 0.15839016437530518, + 0.059803642332553864, + 0.0724557414650917, + 0.0633787289261818, + 0.06467270106077194, + 0.12366607785224915, + 0.1594805270433426 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.0006354220095090568 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304330423474312 + ], + "opposite_logprob_tokens": [ + -3.168043375015259 + ], + "logprob_reward": -0.04304330423474312, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304330423474312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04591146856546402, + 0.017963262274861336, + 0.31662407517433167, + 0.20021450519561768, + 0.02600661665201187, + 0.04977854713797569, + 0.02928491309285164, + 0.03183910250663757, + 0.09717393666505814, + 0.1852036565542221 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.04304330423474312 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a level angle, capturing the dramatic moment at a remarkably high frame rate, focuses on a crow perched on a bare, weathered, cracked branch. In the bright, cool, diffuse light, its glossy black body stands in stark contrast to the soft, out-of-focus, grayish-white gloom of the sky. Suddenly, as if startled by an invisible thunderclap, a flicker of alarm flashes in its small, obsidian eyes, and its body tenses. Then, with a sudden burst of power, its wings spread upward and backward at astonishing speed. In extreme slow motion, each individual black flight feather unfurls in the air like a fan, its delicate blue-violet iridescence shimmering in the light, revealing the intricate structure of its vanes and rachises. With the powerful flapping of wings, one can almost feel the shock wave, its body is pushed upward by the huge force, and its claws instantly release the branch. The camera then tilts upward smoothly to capture its back as it flies resolutely into the sky. The whole picture, in the cold black, white and gray tones, creates a dramatic atmosphere full of tension, primitive and poetic.", + "seed": 14040, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_12/index_21_seed_14040_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023491671681404112, + "vlm_logprob": -0.023491671681404112, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.023491671681404112, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0069788983091712 + ], + "opposite_logprob_tokens": [ + -5.256978988647461 + ], + "logprob_reward": -0.0069788983091712, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0069788983091712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10760196298360825, + 0.041039835661649704, + 0.026264550164341927, + 0.046807922422885895, + 0.069107785820961, + 0.35751616954803467, + 0.06603924185037613, + 0.10552441328763962, + 0.08983047306537628, + 0.090267613530159 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.0069788983091712 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005276681389659643 + ], + "opposite_logprob_tokens": [ + -5.255276679992676 + ], + "logprob_reward": -0.005276681389659643, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005276681389659643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03971102461218834, + 0.032730937004089355, + 0.0554082915186882, + 0.03906022384762764, + 0.0563567616045475, + 0.2719470262527466, + 0.047760773450136185, + 0.25123530626296997, + 0.1334027498960495, + 0.07238687574863434 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.005276681389659643 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032014804892241955 + ], + "opposite_logprob_tokens": [ + -5.753201484680176 + ], + "logprob_reward": -0.0032014804892241955, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032014804892241955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021878382191061974, + 0.02076580934226513, + 0.012251422740519047, + 0.029633348807692528, + 0.07285833358764648, + 0.3682076036930084, + 0.06867924332618713, + 0.2322864979505539, + 0.13925078511238098, + 0.03418858349323273 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.0032014804892241955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017150230705738068 + ], + "opposite_logprob_tokens": [ + -6.376715183258057 + ], + "logprob_reward": -0.0017150230705738068, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017150230705738068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04009566828608513, + 0.011105573736131191, + 0.008789673447608948, + 0.027735691517591476, + 0.08522801846265793, + 0.2608875632286072, + 0.045500341802835464, + 0.26245856285095215, + 0.06010924279689789, + 0.1980896294116974 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.0017150230705738068 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028627514839172 + ], + "opposite_logprob_tokens": [ + -2.3502862453460693 + ], + "logprob_reward": -0.10028627514839172, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028627514839172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030198901891708374, + 0.019338756799697876, + 0.020529773086309433, + 0.04750605672597885, + 0.15211088955402374, + 0.05239926651120186, + 0.08442001789808273, + 0.1726379096508026, + 0.15784969925880432, + 0.263008713722229 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.10028627514839172 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a level angle, capturing the dramatic moment at a remarkably high frame rate, focuses on a crow perched on a bare, weathered, cracked branch. In the bright, cool, diffuse light, its glossy black body stands in stark contrast to the soft, out-of-focus, grayish-white gloom of the sky. Suddenly, as if startled by an invisible thunderclap, a flicker of alarm flashes in its small, obsidian eyes, and its body tenses. Then, with a sudden burst of power, its wings spread upward and backward at astonishing speed. In extreme slow motion, each individual black flight feather unfurls in the air like a fan, its delicate blue-violet iridescence shimmering in the light, revealing the intricate structure of its vanes and rachises. With the powerful flapping of wings, one can almost feel the shock wave, its body is pushed upward by the huge force, and its claws instantly release the branch. The camera then tilts upward smoothly to capture its back as it flies resolutely into the sky. The whole picture, in the cold black, white and gray tones, creates a dramatic atmosphere full of tension, primitive and poetic.", + "seed": 14041, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_12/index_21_seed_14041_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.014283684850670397, + "vlm_logprob": -0.014283684850670397, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.014283684850670397, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018478743731975555 + ], + "opposite_logprob_tokens": [ + -4.393478870391846 + ], + "logprob_reward": -0.018478743731975555, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.018478743731975555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10975679010152817, + 0.04874718561768532, + 0.12034694105386734, + 0.19483037292957306, + 0.047453124076128006, + 0.12787151336669922, + 0.05690940469503403, + 0.04832255095243454, + 0.10265003889799118, + 0.14311204850673676 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.018478743731975555 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005971330218017101 + ], + "opposite_logprob_tokens": [ + -5.130971431732178 + ], + "logprob_reward": -0.005971330218017101, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005971330218017101, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06762498617172241, + 0.28092992305755615, + 0.061895254999399185, + 0.07547618448734283, + 0.06525637954473495, + 0.05996309965848923, + 0.14387862384319305, + 0.04089288040995598, + 0.0644230768084526, + 0.1396595984697342 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.005971330218017101 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022053224965929985 + ], + "opposite_logprob_tokens": [ + -6.1272053718566895 + ], + "logprob_reward": -0.0022053224965929985, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022053224965929985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050530269742012024, + 0.039551325142383575, + 0.08685784786939621, + 0.1357424557209015, + 0.11978339403867722, + 0.1590689718723297, + 0.2180020809173584, + 0.04084210842847824, + 0.09120875597000122, + 0.058412816375494 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.0022053224965929985 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001715499092824757 + ], + "opposite_logprob_tokens": [ + -6.376715660095215 + ], + "logprob_reward": -0.001715499092824757, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001715499092824757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045015521347522736, + 0.025599809363484383, + 0.06932643800973892, + 0.3090934753417969, + 0.07919907569885254, + 0.08061875402927399, + 0.07938624173402786, + 0.09833527356386185, + 0.10437575727701187, + 0.10904967039823532 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.001715499092824757 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crow perched on a bare, weathered, cracked branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have a glossy black body with blue-violet iridescent flight feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow spread its wings upward and backward at high speed, revealing individual feather structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crow release its claws from the branch and fly upward into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward smoothly to follow the crow's ascent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043047528713941574 + ], + "opposite_logprob_tokens": [ + -3.1680474281311035 + ], + "logprob_reward": -0.043047528713941574, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043047528713941574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039483703672885895, + 0.03490550443530083, + 0.09358100593090057, + 0.07060287147760391, + 0.07023090869188309, + 0.10161885619163513, + 0.16994696855545044, + 0.09073582291603088, + 0.16890116035938263, + 0.15999320149421692 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.043047528713941574 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_13/index_tensor([6570, 6570])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_13/index_tensor([6570, 6570])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..11d985fa03182748df4d9ee553902af14e89bb8c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_13/index_tensor([6570, 6570])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This vibrant, anime-style, low-angle, dynamic tracking shot follows a firefighter as they relentlessly charge into the inferno of a collapsing building. Their hulking, soot-stained shifters, with sharp lines and deep shadows, are streaked with luminous yellow reflective stripes to contrast against the flickering lights. The camera quickly captures an extreme close-up of their eyes, framed by the soot-streaked visors of their helmets. Their large, expressive anime eyes are a bright, resolute azure blue, reflecting the roaring, stylized flames around them. With pupils constricted and brows furrowed, they survey the perilous surroundings with unwavering determination, their intense gaze piercing the thick smoke and glowing embers that fill the air. Flames roar dramatically in the shadows of the battery, tinged with orange and yellow, licking at charred support beams and causing the air to flicker with heat, creating a tense and heroic atmosphere as the firefighters battle the overwhelming blaze in their rescue mission.", + "seed": 6177, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_13/index_6570_seed_6177_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19238851666450502, + "vlm_logprob": -0.19238851666450502, + "vlm_yes_no_margin": 1.8, + "vlm_token_credit": -0.19238851666450502, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08203181624412537 + ], + "opposite_logprob_tokens": [ + -2.582031726837158 + ], + "logprob_reward": -0.08203181624412537, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08203181624412537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049014508724212646, + 0.02806934155523777, + 0.0325225330889225, + 0.5665389895439148, + 0.17253585159778595, + 0.01862274669110775, + 0.03727618232369423, + 0.04098135977983475, + 0.041264768689870834, + 0.013173693791031837 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.08203181624412537 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38713541626930237 + ], + "opposite_logprob_tokens": [ + -1.13713538646698 + ], + "logprob_reward": -0.38713541626930237, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38713541626930237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03860606253147125, + 0.02728983387351036, + 0.25735604763031006, + 0.20765186846256256, + 0.30004626512527466, + 0.06717775762081146, + 0.02746819518506527, + 0.04622761532664299, + 0.018065957352519035, + 0.010110399685800076 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.38713541626930237 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033372044563293 + ], + "opposite_logprob_tokens": [ + -2.3503336906433105 + ], + "logprob_reward": -0.10033372044563293, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033372044563293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061197973787784576, + 0.04237533360719681, + 0.10996826738119125, + 0.09074404090642929, + 0.20525412261486053, + 0.09748531877994537, + 0.0604717954993248, + 0.08567497879266739, + 0.23318593204021454, + 0.013642231933772564 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.10033372044563293 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134402930736542 + ], + "opposite_logprob_tokens": [ + -1.3134403228759766 + ], + "logprob_reward": -0.3134402930736542, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134402930736542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0757155492901802, + 0.03592558205127716, + 0.4395957589149475, + 0.14954988658428192, + 0.05157023295760155, + 0.05536983534693718, + 0.043015480041503906, + 0.026505818590521812, + 0.10818817466497421, + 0.0145636685192585 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.3134402930736542 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900133728981018 + ], + "opposite_logprob_tokens": [ + -2.5790014266967773 + ], + "logprob_reward": -0.07900133728981018, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900133728981018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021896997466683388, + 0.020804395899176598, + 0.051981355994939804, + 0.22595541179180145, + 0.09338300675153732, + 0.44954997301101685, + 0.02670401707291603, + 0.012018655426800251, + 0.09281591325998306, + 0.00489030173048377 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.07900133728981018 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This vibrant, anime-style, low-angle, dynamic tracking shot follows a firefighter as they relentlessly charge into the inferno of a collapsing building. Their hulking, soot-stained shifters, with sharp lines and deep shadows, are streaked with luminous yellow reflective stripes to contrast against the flickering lights. The camera quickly captures an extreme close-up of their eyes, framed by the soot-streaked visors of their helmets. Their large, expressive anime eyes are a bright, resolute azure blue, reflecting the roaring, stylized flames around them. With pupils constricted and brows furrowed, they survey the perilous surroundings with unwavering determination, their intense gaze piercing the thick smoke and glowing embers that fill the air. Flames roar dramatically in the shadows of the battery, tinged with orange and yellow, licking at charred support beams and causing the air to flicker with heat, creating a tense and heroic atmosphere as the firefighters battle the overwhelming blaze in their rescue mission.", + "seed": 6178, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_13/index_6570_seed_6178_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3044166088104248, + "vlm_logprob": -0.3044166088104248, + "vlm_yes_no_margin": 1.724999988079071, + "vlm_token_credit": -0.3044166088104248, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3518429398536682 + ], + "opposite_logprob_tokens": [ + -1.2268428802490234 + ], + "logprob_reward": -0.3518429398536682, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3518429398536682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07170432806015015, + 0.07883425801992416, + 0.047563787549734116, + 0.17929047346115112, + 0.10195428133010864, + 0.2701570689678192, + 0.06395993381738663, + 0.016464030370116234, + 0.060360219329595566, + 0.10971163958311081 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.3518429398536682 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34871116280555725 + ], + "opposite_logprob_tokens": [ + -1.2237111330032349 + ], + "logprob_reward": -0.34871116280555725, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34871116280555725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09239225089550018, + 0.08927562832832336, + 0.1438806802034378, + 0.12013048678636551, + 0.07983118295669556, + 0.21549555659294128, + 0.11757493019104004, + 0.06405673176050186, + 0.04706588014960289, + 0.030296673998236656 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.34871116280555725 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043091148138046265 + ], + "opposite_logprob_tokens": [ + -3.168091058731079 + ], + "logprob_reward": -0.043091148138046265, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043091148138046265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047642264515161514, + 0.10556384176015854, + 0.19909118115901947, + 0.1651097536087036, + 0.10954882949590683, + 0.13545869290828705, + 0.10097441077232361, + 0.054546669125556946, + 0.03294137865304947, + 0.049122948199510574 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.043091148138046265 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578302621841431 + ], + "opposite_logprob_tokens": [ + -0.6328302621841431 + ], + "logprob_reward": -0.7578302621841431, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578302621841431, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04905809089541435, + 0.1443561315536499, + 0.29465511441230774, + 0.12215283513069153, + 0.11210475116968155, + 0.11221186816692352, + 0.023340487852692604, + 0.020676711574196815, + 0.025261348113417625, + 0.09618266671895981 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.7578302621841431 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060753107070923 + ], + "opposite_logprob_tokens": [ + -3.8956074714660645 + ], + "logprob_reward": -0.02060753107070923, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060753107070923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054286371916532516, + 0.1320815533399582, + 0.197121724486351, + 0.11723068356513977, + 0.14160101115703583, + 0.09242405742406845, + 0.06909249722957611, + 0.061818577349185944, + 0.03487592563033104, + 0.09946759790182114 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.02060753107070923 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "This vibrant, anime-style, low-angle, dynamic tracking shot follows a firefighter as they relentlessly charge into the inferno of a collapsing building. Their hulking, soot-stained shifters, with sharp lines and deep shadows, are streaked with luminous yellow reflective stripes to contrast against the flickering lights. The camera quickly captures an extreme close-up of their eyes, framed by the soot-streaked visors of their helmets. Their large, expressive anime eyes are a bright, resolute azure blue, reflecting the roaring, stylized flames around them. With pupils constricted and brows furrowed, they survey the perilous surroundings with unwavering determination, their intense gaze piercing the thick smoke and glowing embers that fill the air. Flames roar dramatically in the shadows of the battery, tinged with orange and yellow, licking at charred support beams and causing the air to flicker with heat, creating a tense and heroic atmosphere as the firefighters battle the overwhelming blaze in their rescue mission.", + "seed": 6179, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_13/index_6570_seed_6179_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3816151134669781, + "vlm_logprob": -0.3816151134669781, + "vlm_yes_no_margin": 1.475, + "vlm_token_credit": -0.3816151134669781, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20438317954540253 + ], + "opposite_logprob_tokens": [ + -1.704383134841919 + ], + "logprob_reward": -0.20438317954540253, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20438317954540253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2646964192390442, + 0.23648621141910553, + 0.08895836025476456, + 0.03752332925796509, + 0.03778522461652756, + 0.17230208218097687, + 0.025691276416182518, + 0.06658799946308136, + 0.05697299912571907, + 0.012996162287890911 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.20438317954540253 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328930258750916 + ], + "opposite_logprob_tokens": [ + -0.7578930258750916 + ], + "logprob_reward": -0.6328930258750916, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328930258750916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27800819277763367, + 0.15028320252895355, + 0.08363962918519974, + 0.051213588565588, + 0.13595500588417053, + 0.05755606293678284, + 0.06873294711112976, + 0.10191164165735245, + 0.0534021258354187, + 0.019297607243061066 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.6328930258750916 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743627309799194 + ], + "opposite_logprob_tokens": [ + -0.47436270117759705 + ], + "logprob_reward": -0.9743627309799194, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743627309799194, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.39775848388671875, + 0.15252268314361572, + 0.08846447616815567, + 0.09760145843029022, + 0.05325358733534813, + 0.04049333930015564, + 0.03223088011145592, + 0.0707249790430069, + 0.03273184970021248, + 0.03421827778220177 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.9743627309799194 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006338238716125 + ], + "opposite_logprob_tokens": [ + -2.695063352584839 + ], + "logprob_reward": -0.07006338238716125, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006338238716125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6351536512374878, + 0.07468865066766739, + 0.013633981347084045, + 0.018748076632618904, + 0.02602764405310154, + 0.13135087490081787, + 0.028310827910900116, + 0.018221896141767502, + 0.0425291508436203, + 0.01133522018790245 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.07006338238716125 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026373248547315598 + ], + "opposite_logprob_tokens": [ + -3.6513731479644775 + ], + "logprob_reward": -0.026373248547315598, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026373248547315598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1601579487323761, + 0.04821527376770973, + 0.03625377267599106, + 0.11508253216743469, + 0.2967272102832794, + 0.03961791843175888, + 0.10427819192409515, + 0.06065594404935837, + 0.10084030777215958, + 0.03817083314061165 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.026373248547315598 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "This vibrant, anime-style, low-angle, dynamic tracking shot follows a firefighter as they relentlessly charge into the inferno of a collapsing building. Their hulking, soot-stained shifters, with sharp lines and deep shadows, are streaked with luminous yellow reflective stripes to contrast against the flickering lights. The camera quickly captures an extreme close-up of their eyes, framed by the soot-streaked visors of their helmets. Their large, expressive anime eyes are a bright, resolute azure blue, reflecting the roaring, stylized flames around them. With pupils constricted and brows furrowed, they survey the perilous surroundings with unwavering determination, their intense gaze piercing the thick smoke and glowing embers that fill the air. Flames roar dramatically in the shadows of the battery, tinged with orange and yellow, licking at charred support beams and causing the air to flicker with heat, creating a tense and heroic atmosphere as the firefighters battle the overwhelming blaze in their rescue mission.", + "seed": 6180, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_13/index_6570_seed_6180_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1731000393629074, + "vlm_logprob": -0.1731000393629074, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.1731000393629074, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009822606109082699 + ], + "opposite_logprob_tokens": [ + -4.759822368621826 + ], + "logprob_reward": -0.009822606109082699, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009822606109082699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08722157031297684, + 0.06779371947050095, + 0.030631816014647484, + 0.03386758267879486, + 0.10246692597866058, + 0.09680572152137756, + 0.11287246644496918, + 0.09819208830595016, + 0.21472808718681335, + 0.15542000532150269 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.009822606109082699 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934691071510315 + ], + "opposite_logprob_tokens": [ + -0.6934691071510315 + ], + "logprob_reward": -0.6934691071510315, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934691071510315, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11869078129529953, + 0.10460520535707474, + 0.030191754922270775, + 0.05958813428878784, + 0.10075066983699799, + 0.04123750329017639, + 0.10437972098588943, + 0.05237599462270737, + 0.18573728203773499, + 0.2024429589509964 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.6934691071510315 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907239884138107 + ], + "opposite_logprob_tokens": [ + -2.4640724658966064 + ], + "logprob_reward": -0.08907239884138107, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907239884138107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12421375513076782, + 0.11156096309423447, + 0.06192369386553764, + 0.08870039135217667, + 0.12236851453781128, + 0.15696392953395844, + 0.09656799584627151, + 0.06206570938229561, + 0.125637948513031, + 0.04999706521630287 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.08907239884138107 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205332651734352 + ], + "opposite_logprob_tokens": [ + -2.8120534420013428 + ], + "logprob_reward": -0.06205332651734352, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205332651734352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17461571097373962, + 0.06274347752332687, + 0.07359413057565689, + 0.05137835443019867, + 0.07566636055707932, + 0.096676304936409, + 0.06949694454669952, + 0.09383358061313629, + 0.16451343894004822, + 0.13748174905776978 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.06205332651734352 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style anime-style with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter wearing a soot-stained shift with luminous yellow reflective stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there an extreme close-up of the firefighter's eyes showing bright azure blue irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eyes framed by soot-streaked visors of a helmet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082758195698261 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.011082758195698261, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082758195698261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11386360228061676, + 0.03625922277569771, + 0.034363605082035065, + 0.10324103385210037, + 0.08482501655817032, + 0.06941767781972885, + 0.06998565793037415, + 0.04634581878781319, + 0.32530441880226135, + 0.11639393866062164 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.011082758195698261 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_14/index_tensor([9513, 9513])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_14/index_tensor([9513, 9513])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4ac4073fb43f5c3f7e2bed40497dca78fa2b3ff1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_14/index_tensor([9513, 9513])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static, wide-angle shot captures a scene rendered in Salvador Dalí's stark black-and-white surrealist style. The setting is a barren, dreamlike seafloor, where the sand is a fine, pale powder and the water is perfectly, unsettlingly still, like a vast expanse of solid glass. A massive, iconic, melting clock, its Roman numerals dripping like liquid tar, lies half-buried in the silent landscape. Dominating the frame is a massive crab, its body a speckled gray, armored carapace, standing on incredibly spindly legs that seem to defy physics. Intense, dramatic lighting emanating from a single, unseen source sculpts the scene into extreme contrasts of brilliant white and deep, velvety black, casting long, grotesquely distorted shadows from the crab's legs across the seafloor, making them appear even more elongated and menacing. In a slow, deliberate, and relentless display of menace, the crab raises its two massive, obsidian-black claws, mechanically rising with terrifying precision, its pincers opening and closing with measured, slow pacing, creating a palpable atmosphere of nightmarish tension.", + "seed": 7713, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_14/index_9513_seed_7713_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -1.271617156267166, + "vlm_logprob": -1.271617156267166, + "vlm_yes_no_margin": 0.55, + "vlm_token_credit": -1.271617156267166, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07167399674654007 + ], + "opposite_logprob_tokens": [ + -2.696674108505249 + ], + "logprob_reward": -0.07167399674654007, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07167399674654007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08255437761545181, + 0.05999553203582764, + 0.10290705412626266, + 0.0696878433227539, + 0.07526666671037674, + 0.05745551362633705, + 0.12059538811445236, + 0.24448736011981964, + 0.06934914737939835, + 0.11770107597112656 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.07167399674654007 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -5.877826690673828 + ], + "opposite_logprob_tokens": [ + -0.0028267446905374527 + ], + "logprob_reward": -5.877826690673828, + "yes_no_margin_reward": -5.875, + "token_credit_reward": -5.877826690673828, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.279087096452713, + 0.1825968325138092, + 0.03461960703134537, + 0.06516978144645691, + 0.043627701699733734, + 0.05887262523174286, + 0.0888875424861908, + 0.11753734946250916, + 0.08368315547704697, + 0.04591832309961319 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -5.877826690673828 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2021140307188034 + ], + "opposite_logprob_tokens": [ + -1.7021139860153198 + ], + "logprob_reward": -0.2021140307188034, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2021140307188034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.300453245639801, + 0.157301127910614, + 0.03468384966254234, + 0.04625789821147919, + 0.03883747011423111, + 0.05084940046072006, + 0.07619650661945343, + 0.13262119889259338, + 0.08186691999435425, + 0.08093235641717911 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.2021140307188034 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12730912864208221 + ], + "opposite_logprob_tokens": [ + -2.1273090839385986 + ], + "logprob_reward": -0.12730912864208221, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12730912864208221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14471010863780975, + 0.13640251755714417, + 0.09410008043050766, + 0.16197285056114197, + 0.07282412052154541, + 0.09697635471820831, + 0.1349329799413681, + 0.0725334957242012, + 0.03322066739201546, + 0.05232682079076767 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.12730912864208221 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07916193455457687 + ], + "opposite_logprob_tokens": [ + -2.5791618824005127 + ], + "logprob_reward": -0.07916193455457687, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07916193455457687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13526973128318787, + 0.09565328061580658, + 0.09595047682523727, + 0.12695112824440002, + 0.07331928610801697, + 0.05646556615829468, + 0.14383508265018463, + 0.08155375719070435, + 0.10535860806703568, + 0.08564308285713196 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.07916193455457687 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, wide-angle shot captures a scene rendered in Salvador Dalí's stark black-and-white surrealist style. The setting is a barren, dreamlike seafloor, where the sand is a fine, pale powder and the water is perfectly, unsettlingly still, like a vast expanse of solid glass. A massive, iconic, melting clock, its Roman numerals dripping like liquid tar, lies half-buried in the silent landscape. Dominating the frame is a massive crab, its body a speckled gray, armored carapace, standing on incredibly spindly legs that seem to defy physics. Intense, dramatic lighting emanating from a single, unseen source sculpts the scene into extreme contrasts of brilliant white and deep, velvety black, casting long, grotesquely distorted shadows from the crab's legs across the seafloor, making them appear even more elongated and menacing. In a slow, deliberate, and relentless display of menace, the crab raises its two massive, obsidian-black claws, mechanically rising with terrifying precision, its pincers opening and closing with measured, slow pacing, creating a palpable atmosphere of nightmarish tension.", + "seed": 7714, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_14/index_9513_seed_7714_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.7950636468827724, + "vlm_logprob": -0.7950636468827724, + "vlm_yes_no_margin": 2.124999976158142, + "vlm_token_credit": -0.7950636468827724, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006992393173277378 + ], + "opposite_logprob_tokens": [ + -5.131992340087891 + ], + "logprob_reward": -0.006992393173277378, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006992393173277378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07530738413333893, + 0.08939690887928009, + 0.1223599910736084, + 0.1477733552455902, + 0.10642629861831665, + 0.07553631067276001, + 0.1458280086517334, + 0.1120702400803566, + 0.02508772723376751, + 0.10021378099918365 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.006992393173277378 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.773277759552002 + ], + "opposite_logprob_tokens": [ + -0.023277824744582176 + ], + "logprob_reward": -3.773277759552002, + "yes_no_margin_reward": -3.75, + "token_credit_reward": -3.773277759552002, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.28806015849113464, + 0.041944440454244614, + 0.1282913237810135, + 0.11251481622457504, + 0.09602654725313187, + 0.03486811742186546, + 0.05586966499686241, + 0.06791623681783676, + 0.08613845705986023, + 0.08837025612592697 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -3.773277759552002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0551723837852478 + ], + "opposite_logprob_tokens": [ + -2.9301724433898926 + ], + "logprob_reward": -0.0551723837852478, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0551723837852478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31198450922966003, + 0.04622161015868187, + 0.12050323933362961, + 0.10908190160989761, + 0.12720933556556702, + 0.05331677943468094, + 0.07067062705755234, + 0.05649449676275253, + 0.05327586457133293, + 0.051241684705019 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0551723837852478 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1272788941860199 + ], + "opposite_logprob_tokens": [ + -2.1272788047790527 + ], + "logprob_reward": -0.1272788941860199, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1272788941860199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4891912341117859, + 0.06178770959377289, + 0.056500665843486786, + 0.05606653913855553, + 0.05350109934806824, + 0.06810852885246277, + 0.07156847417354584, + 0.04776812717318535, + 0.029596742242574692, + 0.06591092050075531 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.1272788941860199 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012596803717315197 + ], + "opposite_logprob_tokens": [ + -4.387596607208252 + ], + "logprob_reward": -0.012596803717315197, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012596803717315197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21426619589328766, + 0.07852587103843689, + 0.03953113406896591, + 0.11047688126564026, + 0.10241613537073135, + 0.03767094016075134, + 0.1292123794555664, + 0.07073086500167847, + 0.06456657499074936, + 0.15260303020477295 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.012596803717315197 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, wide-angle shot captures a scene rendered in Salvador Dalí's stark black-and-white surrealist style. The setting is a barren, dreamlike seafloor, where the sand is a fine, pale powder and the water is perfectly, unsettlingly still, like a vast expanse of solid glass. A massive, iconic, melting clock, its Roman numerals dripping like liquid tar, lies half-buried in the silent landscape. Dominating the frame is a massive crab, its body a speckled gray, armored carapace, standing on incredibly spindly legs that seem to defy physics. Intense, dramatic lighting emanating from a single, unseen source sculpts the scene into extreme contrasts of brilliant white and deep, velvety black, casting long, grotesquely distorted shadows from the crab's legs across the seafloor, making them appear even more elongated and menacing. In a slow, deliberate, and relentless display of menace, the crab raises its two massive, obsidian-black claws, mechanically rising with terrifying precision, its pincers opening and closing with measured, slow pacing, creating a palpable atmosphere of nightmarish tension.", + "seed": 7715, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_14/index_9513_seed_7715_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023495268961414694, + "vlm_logprob": -0.023495268961414694, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.023495268961414694, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002429868560284376 + ], + "opposite_logprob_tokens": [ + -7.002429962158203 + ], + "logprob_reward": -0.002429868560284376, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.002429868560284376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07365559786558151, + 0.028717249631881714, + 0.04456857964396477, + 0.02516535483300686, + 0.01958593726158142, + 0.28446006774902344, + 0.030866270884871483, + 0.4270303249359131, + 0.008646409958600998, + 0.05730414018034935 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.002429868560284376 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812185674905777 + ], + "opposite_logprob_tokens": [ + -3.2881219387054443 + ], + "logprob_reward": -0.03812185674905777, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812185674905777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08961834013462067, + 0.0680372565984726, + 0.04144084453582764, + 0.05501198768615723, + 0.044958170503377914, + 0.07370570302009583, + 0.04190933331847191, + 0.237403005361557, + 0.018572505563497543, + 0.32934287190437317 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.03812185674905777 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633725479245186 + ], + "opposite_logprob_tokens": [ + -3.651337146759033 + ], + "logprob_reward": -0.02633725479245186, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633725479245186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015793517231941223, + 0.013198059983551502, + 0.025185830891132355, + 0.02282743714749813, + 0.00892131868749857, + 0.24053029716014862, + 0.014647049829363823, + 0.5973963141441345, + 0.003531971713528037, + 0.057968225330114365 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.02633725479245186 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864887520670891 + ], + "opposite_logprob_tokens": [ + -3.0486488342285156 + ], + "logprob_reward": -0.04864887520670891, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864887520670891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07088956981897354, + 0.03233617544174194, + 0.07607685774564743, + 0.053373999893665314, + 0.02716575749218464, + 0.12957988679409027, + 0.009227790869772434, + 0.1276070773601532, + 0.010646224953234196, + 0.4630966782569885 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.04864887520670891 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019384894985705614 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.0019384894985705614, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019384894985705614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0518774576485157, + 0.050299596041440964, + 0.040512632578611374, + 0.01568366028368473, + 0.01690838672220707, + 0.20961591601371765, + 0.021849799901247025, + 0.26423484086990356, + 0.008458321914076805, + 0.32055941224098206 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.0019384894985705614 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, wide-angle shot captures a scene rendered in Salvador Dalí's stark black-and-white surrealist style. The setting is a barren, dreamlike seafloor, where the sand is a fine, pale powder and the water is perfectly, unsettlingly still, like a vast expanse of solid glass. A massive, iconic, melting clock, its Roman numerals dripping like liquid tar, lies half-buried in the silent landscape. Dominating the frame is a massive crab, its body a speckled gray, armored carapace, standing on incredibly spindly legs that seem to defy physics. Intense, dramatic lighting emanating from a single, unseen source sculpts the scene into extreme contrasts of brilliant white and deep, velvety black, casting long, grotesquely distorted shadows from the crab's legs across the seafloor, making them appear even more elongated and menacing. In a slow, deliberate, and relentless display of menace, the crab raises its two massive, obsidian-black claws, mechanically rising with terrifying precision, its pincers opening and closing with measured, slow pacing, creating a palpable atmosphere of nightmarish tension.", + "seed": 7716, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_14/index_9513_seed_7716_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03823264385573566, + "vlm_logprob": -0.03823264385573566, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.03823264385573566, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025137036573141813 + ], + "opposite_logprob_tokens": [ + -6.752513885498047 + ], + "logprob_reward": -0.0025137036573141813, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0025137036573141813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09819196164608002, + 0.06339972466230392, + 0.041319966316223145, + 0.03278578072786331, + 0.03855464234948158, + 0.0686577707529068, + 0.24518780410289764, + 0.07926607877016068, + 0.08166973292827606, + 0.25096651911735535 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.0025137036573141813 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004004716873169 + ], + "opposite_logprob_tokens": [ + -2.695039987564087 + ], + "logprob_reward": -0.07004004716873169, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004004716873169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20008428394794464, + 0.08998779207468033, + 0.03268180787563324, + 0.06362799555063248, + 0.11226155608892441, + 0.06674209237098694, + 0.1472979336977005, + 0.08105207979679108, + 0.07549353688955307, + 0.1307709962129593 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.07004004716873169 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031922117341309786 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031922117341309786, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031922117341309786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12975947558879852, + 0.08752714097499847, + 0.04593130573630333, + 0.03988394886255264, + 0.052484799176454544, + 0.04473692923784256, + 0.24288731813430786, + 0.16264848411083221, + 0.08421556651592255, + 0.10992506146430969 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.0031922117341309786 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292840540409088 + ], + "opposite_logprob_tokens": [ + -2.2379283905029297 + ], + "logprob_reward": -0.11292840540409088, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292840540409088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1087750494480133, + 0.07346230000257492, + 0.025150377303361893, + 0.06051912531256676, + 0.10661507397890091, + 0.13406480848789215, + 0.1358928233385086, + 0.10747715830802917, + 0.06775663048028946, + 0.1802866905927658 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.11292840540409088 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black-and-white surrealist style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive melting clock with dripping Roman numerals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive crab with a speckled gray armored carapace and spindly legs dominating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crab raise its two massive obsidian-black claws in a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting intense and dramatic, creating extreme contrasts of brilliant white and deep black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024888513144105673 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.0024888513144105673, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024888513144105673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1543729156255722, + 0.07106705754995346, + 0.04713389649987221, + 0.030926739796996117, + 0.03231193125247955, + 0.09641307592391968, + 0.20600420236587524, + 0.134165421128273, + 0.07034794986248016, + 0.15725679695606232 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.0024888513144105673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_15/index_tensor([3487, 3487])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_15/index_tensor([3487, 3487])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5a0ae95959724e9af2f01139ead107b41d6574b6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_15/index_tensor([3487, 3487])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot, shot with slight handheld camera shake, tilted slightly upward and panning slowly to the right, captures an incredibly surreal scene: a massive B-17 Flying Fortress bomber, its weathered silver fuselage reflecting a dull luster in the soft light, its rivets and minute battle scars faintly visible, its four massive propeller engines at rest. With a grace and composure that defies all physics, the behemoth glides slowly over the water, its belly almost touching the still surface as it approaches an old wooden pier, leaving a trail of faint, lingering ripples in its wake. The entire scene is bathed in the soft tones of dawn or dusk, the sky a dreamy gradation of lavender and pink-orange. This light evenly casts light across the aircraft, the water, and the pier, creating a tranquil, dreamy, and slightly unsettling atmosphere. As the plane approaches at an impossibly slow and steady pace, the camera shakes slightly, as if the observer is holding their breath at the miraculous sight before them, further enhancing the unique quality of the image, which is both unreal and extremely real.", + "seed": 14019, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_15/index_3487_seed_14019_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012903326342348009, + "vlm_logprob": -0.012903326342348009, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.012903326342348009, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005968248937278986 + ], + "opposite_logprob_tokens": [ + -5.25596809387207 + ], + "logprob_reward": -0.005968248937278986, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005968248937278986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22068893909454346, + 0.07383795827627182, + 0.07290901243686676, + 0.16104330122470856, + 0.07029630988836288, + 0.08127810060977936, + 0.12005934864282608, + 0.06534425169229507, + 0.061297956854104996, + 0.07324481010437012 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.005968248937278986 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581021904945374 + ], + "opposite_logprob_tokens": [ + -3.895581007003784 + ], + "logprob_reward": -0.020581021904945374, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581021904945374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08908247947692871, + 0.06692583113908768, + 0.0942169651389122, + 0.22563093900680542, + 0.15577875077724457, + 0.06812229007482529, + 0.06230752170085907, + 0.10867463797330856, + 0.027338946238160133, + 0.10192159563302994 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.020581021904945374 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005604841862805188 + ], + "opposite_logprob_tokens": [ + -7.500560283660889 + ], + "logprob_reward": -0.0005604841862805188, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005604841862805188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18579895794391632, + 0.05671526864171028, + 0.1285507082939148, + 0.0564056932926178, + 0.14097467064857483, + 0.08137193322181702, + 0.07572242617607117, + 0.09315168112516403, + 0.06690628826618195, + 0.11440237611532211 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0005604841862805188 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074034497141838 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.011074034497141838, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074034497141838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12294700741767883, + 0.10789058357477188, + 0.12265639752149582, + 0.1365618258714676, + 0.04542730003595352, + 0.0859960988163948, + 0.07457058876752853, + 0.08025884628295898, + 0.12965774536132812, + 0.09403357654809952 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.011074034497141838 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633284218609333 + ], + "opposite_logprob_tokens": [ + -3.6513328552246094 + ], + "logprob_reward": -0.02633284218609333, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633284218609333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06275533139705658, + 0.030667725950479507, + 0.027502773329615593, + 0.15606051683425903, + 0.043634891510009766, + 0.04433717951178551, + 0.0849238857626915, + 0.18433421850204468, + 0.06401068717241287, + 0.3017727732658386 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.02633284218609333 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot with slight handheld camera shake, tilted slightly upward and panning slowly to the right, captures an incredibly surreal scene: a massive B-17 Flying Fortress bomber, its weathered silver fuselage reflecting a dull luster in the soft light, its rivets and minute battle scars faintly visible, its four massive propeller engines at rest. With a grace and composure that defies all physics, the behemoth glides slowly over the water, its belly almost touching the still surface as it approaches an old wooden pier, leaving a trail of faint, lingering ripples in its wake. The entire scene is bathed in the soft tones of dawn or dusk, the sky a dreamy gradation of lavender and pink-orange. This light evenly casts light across the aircraft, the water, and the pier, creating a tranquil, dreamy, and slightly unsettling atmosphere. As the plane approaches at an impossibly slow and steady pace, the camera shakes slightly, as if the observer is holding their breath at the miraculous sight before them, further enhancing the unique quality of the image, which is both unreal and extremely real.", + "seed": 14020, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_15/index_3487_seed_14020_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04989542793482542, + "vlm_logprob": -0.04989542793482542, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.04989542793482542, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1275724321603775 + ], + "opposite_logprob_tokens": [ + -2.127572536468506 + ], + "logprob_reward": -0.1275724321603775, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1275724321603775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057522810995578766, + 0.020103948190808296, + 0.06863005459308624, + 0.029674047604203224, + 0.03538866713643074, + 0.035952940583229065, + 0.02392355538904667, + 0.0421767383813858, + 0.12448091804981232, + 0.5621463060379028 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.1275724321603775 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073646023869514 + ], + "opposite_logprob_tokens": [ + -4.141073703765869 + ], + "logprob_reward": -0.016073646023869514, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073646023869514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040449731051921844, + 0.028436440974473953, + 0.04195202887058258, + 0.0106339817866683, + 0.03627728298306465, + 0.012538272887468338, + 0.010373196564614773, + 0.028385240584611893, + 0.19426408410072327, + 0.596689760684967 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.016073646023869514 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539238668978214 + ], + "opposite_logprob_tokens": [ + -4.387539386749268 + ], + "logprob_reward": -0.012539238668978214, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539238668978214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.009095525369048119, + 0.0038707717321813107, + 0.00686764158308506, + 0.0029161684215068817, + 0.0034510865807533264, + 0.0017128941835835576, + 0.011545815505087376, + 0.009401352144777775, + 0.014367627911269665, + 0.9367712140083313 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.012539238668978214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328423038125038 + ], + "opposite_logprob_tokens": [ + -3.7732841968536377 + ], + "logprob_reward": -0.02328423038125038, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328423038125038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06523162126541138, + 0.019546372815966606, + 0.02914699912071228, + 0.028239024803042412, + 0.01998256705701351, + 0.03771526739001274, + 0.05177288502454758, + 0.03616022691130638, + 0.14166122674942017, + 0.5705437660217285 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.02328423038125038 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000759243965149 + ], + "opposite_logprob_tokens": [ + -2.695007562637329 + ], + "logprob_reward": -0.07000759243965149, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000759243965149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049704745411872864, + 0.024510424584150314, + 0.06548303365707397, + 0.019683901220560074, + 0.04162190109491348, + 0.030355535447597504, + 0.027085544541478157, + 0.03571051359176636, + 0.07034743577241898, + 0.635496973991394 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.07000759243965149 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot with slight handheld camera shake, tilted slightly upward and panning slowly to the right, captures an incredibly surreal scene: a massive B-17 Flying Fortress bomber, its weathered silver fuselage reflecting a dull luster in the soft light, its rivets and minute battle scars faintly visible, its four massive propeller engines at rest. With a grace and composure that defies all physics, the behemoth glides slowly over the water, its belly almost touching the still surface as it approaches an old wooden pier, leaving a trail of faint, lingering ripples in its wake. The entire scene is bathed in the soft tones of dawn or dusk, the sky a dreamy gradation of lavender and pink-orange. This light evenly casts light across the aircraft, the water, and the pier, creating a tranquil, dreamy, and slightly unsettling atmosphere. As the plane approaches at an impossibly slow and steady pace, the camera shakes slightly, as if the observer is holding their breath at the miraculous sight before them, further enhancing the unique quality of the image, which is both unreal and extremely real.", + "seed": 14021, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_15/index_3487_seed_14021_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016471314011141658, + "vlm_logprob": -0.016471314011141658, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.016471314011141658, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016569973900914192 + ], + "opposite_logprob_tokens": [ + -4.141570091247559 + ], + "logprob_reward": -0.016569973900914192, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016569973900914192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21351635456085205, + 0.0170439500361681, + 0.029857495799660683, + 0.015402133576571941, + 0.1030161902308464, + 0.00883069820702076, + 0.4549601078033447, + 0.10433720797300339, + 0.014195110648870468, + 0.03884069249033928 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.016569973900914192 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069071367383003 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.016069071367383003, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069071367383003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6651713252067566, + 0.036346644163131714, + 0.08383676409721375, + 0.04103022813796997, + 0.01877729222178459, + 0.04148025065660477, + 0.04504743963479996, + 0.024807492271065712, + 0.01247724611312151, + 0.03102533519268036 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.016069071367383003 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005597693379968405 + ], + "opposite_logprob_tokens": [ + -7.5005598068237305 + ], + "logprob_reward": -0.0005597693379968405, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005597693379968405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2337172031402588, + 0.03992175683379173, + 0.06845898926258087, + 0.06402246654033661, + 0.04970502853393555, + 0.011892510578036308, + 0.40259021520614624, + 0.05679750442504883, + 0.036330755800008774, + 0.036563605070114136 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.0005597693379968405 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072618886828423 + ], + "opposite_logprob_tokens": [ + -4.511072635650635 + ], + "logprob_reward": -0.011072618886828423, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072618886828423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2529735565185547, + 0.020211702212691307, + 0.031913187354803085, + 0.029405144974589348, + 0.048808179795742035, + 0.03778766840696335, + 0.4838657081127167, + 0.03531885892152786, + 0.05244012549519539, + 0.0072758919559419155 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.011072618886828423 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808513656258583 + ], + "opposite_logprob_tokens": [ + -3.2880852222442627 + ], + "logprob_reward": -0.03808513656258583, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808513656258583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2627454996109009, + 0.03024953417479992, + 0.18985247611999512, + 0.05065798759460449, + 0.07623053342103958, + 0.012037842534482479, + 0.3365786075592041, + 0.011926615610718727, + 0.019030138850212097, + 0.010690777562558651 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.03808513656258583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot with slight handheld camera shake, tilted slightly upward and panning slowly to the right, captures an incredibly surreal scene: a massive B-17 Flying Fortress bomber, its weathered silver fuselage reflecting a dull luster in the soft light, its rivets and minute battle scars faintly visible, its four massive propeller engines at rest. With a grace and composure that defies all physics, the behemoth glides slowly over the water, its belly almost touching the still surface as it approaches an old wooden pier, leaving a trail of faint, lingering ripples in its wake. The entire scene is bathed in the soft tones of dawn or dusk, the sky a dreamy gradation of lavender and pink-orange. This light evenly casts light across the aircraft, the water, and the pier, creating a tranquil, dreamy, and slightly unsettling atmosphere. As the plane approaches at an impossibly slow and steady pace, the camera shakes slightly, as if the observer is holding their breath at the miraculous sight before them, further enhancing the unique quality of the image, which is both unreal and extremely real.", + "seed": 14022, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_15/index_3487_seed_14022_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.017246627691201867, + "vlm_logprob": -0.017246627691201867, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.017246627691201867, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012261959724128246 + ], + "opposite_logprob_tokens": [ + -4.512261867523193 + ], + "logprob_reward": -0.012261959724128246, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012261959724128246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07064810395240784, + 0.03007444553077221, + 0.04625527560710907, + 0.0486413910984993, + 0.44988182187080383, + 0.09162250906229019, + 0.09973113238811493, + 0.03489754721522331, + 0.021470362320542336, + 0.10677739977836609 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.012261959724128246 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023296458646655083 + ], + "opposite_logprob_tokens": [ + -3.773296356201172 + ], + "logprob_reward": -0.023296458646655083, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023296458646655083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06037009507417679, + 0.06364169716835022, + 0.04846016690135002, + 0.1853376030921936, + 0.42829781770706177, + 0.01704268530011177, + 0.08227596431970596, + 0.027409953996539116, + 0.038747016340494156, + 0.048416972160339355 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.023296458646655083 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015142414486035705 + ], + "opposite_logprob_tokens": [ + -6.501514434814453 + ], + "logprob_reward": -0.0015142414486035705, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015142414486035705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0980864092707634, + 0.03149130940437317, + 0.090215303003788, + 0.044159967452287674, + 0.3811117708683014, + 0.0582774393260479, + 0.1770193725824356, + 0.0402056947350502, + 0.03687455132603645, + 0.04255823418498039 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.0015142414486035705 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075684800744057 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075684800744057, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075684800744057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0770312026143074, + 0.04778396338224411, + 0.021925974637269974, + 0.21672767400741577, + 0.3703222870826721, + 0.03612976893782616, + 0.09531717747449875, + 0.06835650652647018, + 0.04223085567355156, + 0.02417461760342121 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.011075684800744057 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive B-17 Flying Fortress bomber with a weathered silver fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bomber gliding slowly over water with its belly almost touching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at dawn or dusk with a sky showing lavender and pink-orange tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a long shot with slight handheld shake and a tilt slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning slowly to the right as the bomber approaches an old wooden pier?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808479383587837 + ], + "opposite_logprob_tokens": [ + -3.2880847454071045 + ], + "logprob_reward": -0.03808479383587837, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808479383587837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12166799604892731, + 0.045602280646562576, + 0.04014158993959427, + 0.1202511116862297, + 0.48333847522735596, + 0.01932167448103428, + 0.06090598180890083, + 0.050685543566942215, + 0.03155698627233505, + 0.02652832493185997 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.03808479383587837 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_2/index_tensor([4222, 4222])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_2/index_tensor([4222, 4222])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aae21e7e1d5133dccb81eb7f419823a4ed53ee86 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_2/index_tensor([4222, 4222])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, wide-angle shot slowly tilts down across the vast Amazon rainforest, the entire scene animated in a vibrant, nostalgic style inspired by Studio Ghibli. As the camera pans, the forest floor suddenly shakes and cracks, and a subterranean river erupts to the surface with tremendous force. Its churning, foaming, turquoise water swiftly and decisively carves a new, winding channel through dense, verdant undergrowth, sweeping over oversized, waxy leaves and tumbling, moss-covered rocks. Diffuse golden sidelight penetrates the dense jungle canopy in ethereal beams, illuminating swirling mist rising from the swift flow and capturing airborne droplets in a shimmering dance. This magical light punctuates the rich flora—towering ancient trees with massive buttressing roots, dangling vines, and exotic flowers—creating a profound sense of awe and natural wonder as the newborn surface river carves its way through the living, breathing jungle.", + "seed": 11610, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_2/index_4222_seed_11610_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09856166075915099, + "vlm_logprob": -0.09856166075915099, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.09856166075915099, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2529880702495575 + ], + "opposite_logprob_tokens": [ + -1.5029881000518799 + ], + "logprob_reward": -0.2529880702495575, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2529880702495575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5131603479385376, + 0.04002963751554489, + 0.07897665351629257, + 0.024286549538373947, + 0.05794469267129898, + 0.013402855023741722, + 0.09807168692350388, + 0.05355511233210564, + 0.09071331471204758, + 0.029859106987714767 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.2529880702495575 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255980670452118 + ], + "opposite_logprob_tokens": [ + -1.6005980968475342 + ], + "logprob_reward": -0.2255980670452118, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255980670452118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31027159094810486, + 0.05206149443984032, + 0.06823427975177765, + 0.03358373045921326, + 0.24183052778244019, + 0.0310414656996727, + 0.07188057899475098, + 0.1145956739783287, + 0.03130491077899933, + 0.04519573226571083 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.2255980670452118 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956635810434818 + ], + "opposite_logprob_tokens": [ + -5.130956649780273 + ], + "logprob_reward": -0.005956635810434818, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956635810434818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15720421075820923, + 0.0549650564789772, + 0.1544398069381714, + 0.027963761240243912, + 0.1373947560787201, + 0.1705019176006317, + 0.10382020473480225, + 0.09729992598295212, + 0.06157505884766579, + 0.03483530506491661 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.005956635810434818 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647406283766031 + ], + "opposite_logprob_tokens": [ + -5.379647254943848 + ], + "logprob_reward": -0.004647406283766031, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647406283766031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5295543670654297, + 0.03551951423287392, + 0.038250431418418884, + 0.02079644240438938, + 0.20513932406902313, + 0.028882233425974846, + 0.030815349891781807, + 0.04185191169381142, + 0.04192275181412697, + 0.02726760506629944 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.004647406283766031 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003618124406784773 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.003618124406784773, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003618124406784773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44500723481178284, + 0.044230684638023376, + 0.07517680525779724, + 0.025972945615649223, + 0.06908486038446426, + 0.08115696161985397, + 0.07091951370239258, + 0.0934780165553093, + 0.04372013732790947, + 0.05125284940004349 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.003618124406784773 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle shot slowly tilts down across the vast Amazon rainforest, the entire scene animated in a vibrant, nostalgic style inspired by Studio Ghibli. As the camera pans, the forest floor suddenly shakes and cracks, and a subterranean river erupts to the surface with tremendous force. Its churning, foaming, turquoise water swiftly and decisively carves a new, winding channel through dense, verdant undergrowth, sweeping over oversized, waxy leaves and tumbling, moss-covered rocks. Diffuse golden sidelight penetrates the dense jungle canopy in ethereal beams, illuminating swirling mist rising from the swift flow and capturing airborne droplets in a shimmering dance. This magical light punctuates the rich flora—towering ancient trees with massive buttressing roots, dangling vines, and exotic flowers—creating a profound sense of awe and natural wonder as the newborn surface river carves its way through the living, breathing jungle.", + "seed": 11611, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_2/index_4222_seed_11611_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13529143044725062, + "vlm_logprob": -0.13529143044725062, + "vlm_yes_no_margin": 3.5249999880790712, + "vlm_token_credit": -0.13529143044725062, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42975813150405884 + ], + "opposite_logprob_tokens": [ + -1.054758071899414 + ], + "logprob_reward": -0.42975813150405884, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.42975813150405884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05185135081410408, + 0.05000217631459236, + 0.053691208362579346, + 0.103472501039505, + 0.04988514631986618, + 0.02635307051241398, + 0.019600875675678253, + 0.5814587473869324, + 0.039856918156147, + 0.023827945813536644 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.42975813150405884 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557693719863892 + ], + "opposite_logprob_tokens": [ + -1.6005768775939941 + ], + "logprob_reward": -0.22557693719863892, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557693719863892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027497801929712296, + 0.030650511384010315, + 0.025385117158293724, + 0.03869520127773285, + 0.013512318953871727, + 0.04427897557616234, + 0.008692823350429535, + 0.7827236652374268, + 0.018168652430176735, + 0.010394862852990627 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.22557693719863892 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203409664332867 + ], + "opposite_logprob_tokens": [ + -4.2642035484313965 + ], + "logprob_reward": -0.014203409664332867, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203409664332867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06678728014230728, + 0.0854923203587532, + 0.07103375345468521, + 0.04409926384687424, + 0.07815428078174591, + 0.018613219261169434, + 0.013750524260103703, + 0.5697073936462402, + 0.029386579990386963, + 0.022975411266088486 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.014203409664332867 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100131336599588 + ], + "opposite_logprob_tokens": [ + -5.504100322723389 + ], + "logprob_reward": -0.004100131336599588, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100131336599588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11193812638521194, + 0.07431982457637787, + 0.06841153651475906, + 0.13694095611572266, + 0.057229675352573395, + 0.0943169817328453, + 0.02838573232293129, + 0.19222179055213928, + 0.10340434312820435, + 0.13283108174800873 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.004100131336599588 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002818542532622814 + ], + "opposite_logprob_tokens": [ + -5.877818584442139 + ], + "logprob_reward": -0.002818542532622814, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002818542532622814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027548426762223244, + 0.029156461358070374, + 0.019434574991464615, + 0.02082246169447899, + 0.03310026600956917, + 0.008588471449911594, + 0.011662714183330536, + 0.8116534352302551, + 0.01773061975836754, + 0.020302582532167435 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.002818542532622814 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle shot slowly tilts down across the vast Amazon rainforest, the entire scene animated in a vibrant, nostalgic style inspired by Studio Ghibli. As the camera pans, the forest floor suddenly shakes and cracks, and a subterranean river erupts to the surface with tremendous force. Its churning, foaming, turquoise water swiftly and decisively carves a new, winding channel through dense, verdant undergrowth, sweeping over oversized, waxy leaves and tumbling, moss-covered rocks. Diffuse golden sidelight penetrates the dense jungle canopy in ethereal beams, illuminating swirling mist rising from the swift flow and capturing airborne droplets in a shimmering dance. This magical light punctuates the rich flora—towering ancient trees with massive buttressing roots, dangling vines, and exotic flowers—creating a profound sense of awe and natural wonder as the newborn surface river carves its way through the living, breathing jungle.", + "seed": 11612, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_2/index_4222_seed_11612_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.207382272137329, + "vlm_logprob": -0.207382272137329, + "vlm_yes_no_margin": 3.449999952316284, + "vlm_token_credit": -0.207382272137329, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.89930260181427 + ], + "opposite_logprob_tokens": [ + -0.52430260181427 + ], + "logprob_reward": -0.89930260181427, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.89930260181427, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06590474396944046, + 0.029079468920826912, + 0.041508086025714874, + 0.05319000408053398, + 0.134252667427063, + 0.23417286574840546, + 0.0409078486263752, + 0.13709819316864014, + 0.20090772211551666, + 0.06297843903303146 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.89930260181427 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297440528869629 + ], + "opposite_logprob_tokens": [ + -2.2379744052886963 + ], + "logprob_reward": -0.11297440528869629, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297440528869629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13005836308002472, + 0.09723211079835892, + 0.09593479335308075, + 0.0361679382622242, + 0.10441648960113525, + 0.20411646366119385, + 0.24676403403282166, + 0.020722299814224243, + 0.027841541916131973, + 0.03674595057964325 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.11297440528869629 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192455172538757 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192455172538757, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018192455172538757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09295592457056046, + 0.05683055892586708, + 0.07506438344717026, + 0.07024636119604111, + 0.09170200675725937, + 0.1352587789297104, + 0.15969161689281464, + 0.1423509269952774, + 0.11041464656591415, + 0.06548479199409485 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.018192455172538757 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002825199393555522 + ], + "opposite_logprob_tokens": [ + -5.8778252601623535 + ], + "logprob_reward": -0.002825199393555522, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002825199393555522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13869132101535797, + 0.07730482518672943, + 0.0707683116197586, + 0.0561254508793354, + 0.11580760776996613, + 0.12538662552833557, + 0.04392026364803314, + 0.08470743149518967, + 0.2269386500120163, + 0.060349464416503906 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.002825199393555522 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616699017584324 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.003616699017584324, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616699017584324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06563343852758408, + 0.04684140160679817, + 0.06888209283351898, + 0.0349796861410141, + 0.08059005439281464, + 0.07125084102153778, + 0.10458359867334366, + 0.1679326742887497, + 0.22139650583267212, + 0.13790971040725708 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.003616699017584324 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle shot slowly tilts down across the vast Amazon rainforest, the entire scene animated in a vibrant, nostalgic style inspired by Studio Ghibli. As the camera pans, the forest floor suddenly shakes and cracks, and a subterranean river erupts to the surface with tremendous force. Its churning, foaming, turquoise water swiftly and decisively carves a new, winding channel through dense, verdant undergrowth, sweeping over oversized, waxy leaves and tumbling, moss-covered rocks. Diffuse golden sidelight penetrates the dense jungle canopy in ethereal beams, illuminating swirling mist rising from the swift flow and capturing airborne droplets in a shimmering dance. This magical light punctuates the rich flora—towering ancient trees with massive buttressing roots, dangling vines, and exotic flowers—creating a profound sense of awe and natural wonder as the newborn surface river carves its way through the living, breathing jungle.", + "seed": 11613, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_2/index_4222_seed_11613_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1496805761475116, + "vlm_logprob": -0.1496805761475116, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.1496805761475116, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5241358876228333 + ], + "opposite_logprob_tokens": [ + -0.8991358876228333 + ], + "logprob_reward": -0.5241358876228333, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5241358876228333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12622568011283875, + 0.06723548471927643, + 0.45021700859069824, + 0.05015721544623375, + 0.047240953892469406, + 0.07682452350854874, + 0.056947894394397736, + 0.04498165473341942, + 0.028603961691260338, + 0.051565591245889664 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.5241358876228333 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159293711185455 + ], + "opposite_logprob_tokens": [ + -1.7015929222106934 + ], + "logprob_reward": -0.20159293711185455, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159293711185455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19580206274986267, + 0.07137694209814072, + 0.2887553572654724, + 0.07088244706392288, + 0.06254732608795166, + 0.07641983032226562, + 0.10833761096000671, + 0.04596789553761482, + 0.05224552005529404, + 0.02766496315598488 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.20159293711185455 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081154346466064 + ], + "opposite_logprob_tokens": [ + -4.1410813331604 + ], + "logprob_reward": -0.016081154346466064, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081154346466064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23899425566196442, + 0.1275981217622757, + 0.1227443590760231, + 0.09504429250955582, + 0.16862235963344574, + 0.07746496051549911, + 0.052252817898988724, + 0.03502042591571808, + 0.04651064798235893, + 0.035747822374105453 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.016081154346466064 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004102980252355337 + ], + "opposite_logprob_tokens": [ + -5.504103183746338 + ], + "logprob_reward": -0.004102980252355337, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004102980252355337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16530868411064148, + 0.052425116300582886, + 0.2992249131202698, + 0.07005532830953598, + 0.06691895425319672, + 0.09676418453454971, + 0.07175067812204361, + 0.09560637921094894, + 0.04269135370850563, + 0.039254434406757355 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.004102980252355337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast Amazon rainforest featuring towering ancient trees with massive buttressing roots and dense undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle wide shot and slowly tilt down while panning across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the forest floor shake and crack to reveal a subterranean river erupting with turquoise, foaming water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style vibrant and nostalgic, inspired by Studio Ghibli, with diffuse golden sidelight creating ethereal beams through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the erupting river swiftly carve a new winding channel through oversized waxy leaves and moss-covered rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024899214040488005 + ], + "opposite_logprob_tokens": [ + -6.002490043640137 + ], + "logprob_reward": -0.0024899214040488005, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024899214040488005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25165286660194397, + 0.08645962178707123, + 0.23294048011302948, + 0.04196932166814804, + 0.09673438966274261, + 0.04471193626523018, + 0.07361015677452087, + 0.0933186337351799, + 0.049933433532714844, + 0.028669120743870735 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0024899214040488005 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_3/index_tensor([7301, 7301])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_3/index_tensor([7301, 7301])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5a12b0389bbd4cc698c16dafe2601c26cb5346dd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_3/index_tensor([7301, 7301])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, wide shot, the camera panning in a smooth, 360-degree orbit, captures an epic, surreal spectacle from every angle. Amidst a velvety, inky night sky dotted with distant stars, countless fiery meteors streaked like a torrential rain, trailing brilliant white and gold trails and tearing through the night from every angle. Their light briefly and dramatically illuminated a vast parametric holographic projection of a storm below, composed of countless shimmering blue and white light particles. Within this complex, translucent three-dimensional structure, simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors were clearly visible, the light particles undulating subtly as the meteors passed. At the very core of the holographic projection, an ominous crimson glow pulsed steadily and menacingly, its light piercing through layers of data and creating a stark, unsettling contrast against the calm blue and white tones of the surroundings. As the camera continues to move, each angle reveals new details about this meteorological spectacle where the universe and technology intertwine, creating an atmosphere that is both magnificent and awe-inspiring, yet also full of potential threats.", + "seed": 8749, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_3/index_7301_seed_8749_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.6503837805241346, + "vlm_logprob": -0.6503837805241346, + "vlm_yes_no_margin": 1.425, + "vlm_token_credit": -0.6503837805241346, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5278008580207825 + ], + "opposite_logprob_tokens": [ + -0.9028008580207825 + ], + "logprob_reward": -0.5278008580207825, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5278008580207825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12756285071372986, + 0.05104764178395271, + 0.07816039770841599, + 0.14556072652339935, + 0.12925991415977478, + 0.04366564378142357, + 0.05584309995174408, + 0.07392901927232742, + 0.2051304131746292, + 0.08984024077653885 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.5278008580207825 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.5789592266082764 + ], + "opposite_logprob_tokens": [ + -0.0789591521024704 + ], + "logprob_reward": -2.5789592266082764, + "yes_no_margin_reward": -2.5, + "token_credit_reward": -2.5789592266082764, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08881374448537827, + 0.05901150405406952, + 0.1318216770887375, + 0.10334347188472748, + 0.23168237507343292, + 0.06630732864141464, + 0.08984075486660004, + 0.1154940277338028, + 0.06888411194086075, + 0.04480094090104103 + ], + "top_frames": [ + 4, + 2, + 7 + ], + "selected_reward": -2.5789592266082764 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02640993706882 + ], + "opposite_logprob_tokens": [ + -3.651409864425659 + ], + "logprob_reward": -0.02640993706882, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02640993706882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12966495752334595, + 0.047267310321331024, + 0.07410203665494919, + 0.27052366733551025, + 0.18171735107898712, + 0.06250493228435516, + 0.050416313111782074, + 0.08156577497720718, + 0.06491969525814056, + 0.03731796145439148 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.02640993706882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005004584789276 + ], + "opposite_logprob_tokens": [ + -2.695050001144409 + ], + "logprob_reward": -0.07005004584789276, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005004584789276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18071435391902924, + 0.04608272388577461, + 0.08255479484796524, + 0.08798210322856903, + 0.08283841609954834, + 0.05725822597742081, + 0.0337165929377079, + 0.0894073098897934, + 0.2933145761489868, + 0.046130936592817307 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.07005004584789276 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869883507490158 + ], + "opposite_logprob_tokens": [ + -3.048698902130127 + ], + "logprob_reward": -0.04869883507490158, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869883507490158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11323991417884827, + 0.049898166209459305, + 0.057588186115026474, + 0.1320343166589737, + 0.14837613701820374, + 0.06361386179924011, + 0.0577487051486969, + 0.10904555022716522, + 0.1127236858010292, + 0.1557314693927765 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.04869883507490158 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, wide shot, the camera panning in a smooth, 360-degree orbit, captures an epic, surreal spectacle from every angle. Amidst a velvety, inky night sky dotted with distant stars, countless fiery meteors streaked like a torrential rain, trailing brilliant white and gold trails and tearing through the night from every angle. Their light briefly and dramatically illuminated a vast parametric holographic projection of a storm below, composed of countless shimmering blue and white light particles. Within this complex, translucent three-dimensional structure, simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors were clearly visible, the light particles undulating subtly as the meteors passed. At the very core of the holographic projection, an ominous crimson glow pulsed steadily and menacingly, its light piercing through layers of data and creating a stark, unsettling contrast against the calm blue and white tones of the surroundings. As the camera continues to move, each angle reveals new details about this meteorological spectacle where the universe and technology intertwine, creating an atmosphere that is both magnificent and awe-inspiring, yet also full of potential threats.", + "seed": 8750, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_3/index_7301_seed_8750_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5664033802226186, + "vlm_logprob": -0.5664033802226186, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.5664033802226186, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9761244058609009 + ], + "opposite_logprob_tokens": [ + -0.4761243760585785 + ], + "logprob_reward": -0.9761244058609009, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9761244058609009, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10950636118650436, + 0.41552796959877014, + 0.048718784004449844, + 0.03316771239042282, + 0.07021264731884003, + 0.12380192428827286, + 0.04011603072285652, + 0.07301133126020432, + 0.01597731001675129, + 0.06995989382266998 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.9761244058609009 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8048653602600098 + ], + "opposite_logprob_tokens": [ + -0.17986536026000977 + ], + "logprob_reward": -1.8048653602600098, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8048653602600098, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12990260124206543, + 0.218352273106575, + 0.026973944157361984, + 0.10750836879014969, + 0.026878805831074715, + 0.08805208653211594, + 0.1400216966867447, + 0.12724511325359344, + 0.04833438992500305, + 0.08673074841499329 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -1.8048653602600098 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076529644429683685 + ], + "opposite_logprob_tokens": [ + -4.882652759552002 + ], + "logprob_reward": -0.0076529644429683685, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076529644429683685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13631168007850647, + 0.09800633788108826, + 0.03191133588552475, + 0.11898796260356903, + 0.028891704976558685, + 0.10800518840551376, + 0.15516884624958038, + 0.17992116510868073, + 0.04685788229107857, + 0.09593787044286728 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0076529644429683685 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254150368273258 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254150368273258, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254150368273258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1355006992816925, + 0.12316961586475372, + 0.038423214107751846, + 0.11013944447040558, + 0.0873148962855339, + 0.13891971111297607, + 0.09434130787849426, + 0.12663158774375916, + 0.04689360409975052, + 0.09866596013307571 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.005254150368273258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812002018094063 + ], + "opposite_logprob_tokens": [ + -3.2881200313568115 + ], + "logprob_reward": -0.03812002018094063, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812002018094063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12087474763393402, + 0.31850308179855347, + 0.04040876403450966, + 0.09730096906423569, + 0.07298439741134644, + 0.02702544443309307, + 0.0936322957277298, + 0.049355726689100266, + 0.06590486317873001, + 0.11400975286960602 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.03812002018094063 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, wide shot, the camera panning in a smooth, 360-degree orbit, captures an epic, surreal spectacle from every angle. Amidst a velvety, inky night sky dotted with distant stars, countless fiery meteors streaked like a torrential rain, trailing brilliant white and gold trails and tearing through the night from every angle. Their light briefly and dramatically illuminated a vast parametric holographic projection of a storm below, composed of countless shimmering blue and white light particles. Within this complex, translucent three-dimensional structure, simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors were clearly visible, the light particles undulating subtly as the meteors passed. At the very core of the holographic projection, an ominous crimson glow pulsed steadily and menacingly, its light piercing through layers of data and creating a stark, unsettling contrast against the calm blue and white tones of the surroundings. As the camera continues to move, each angle reveals new details about this meteorological spectacle where the universe and technology intertwine, creating an atmosphere that is both magnificent and awe-inspiring, yet also full of potential threats.", + "seed": 8751, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_3/index_7301_seed_8751_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.7844845492392778, + "vlm_logprob": -0.7844845492392778, + "vlm_yes_no_margin": 1.274999988079071, + "vlm_token_credit": -0.7844845492392778, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2252163887023926 + ], + "opposite_logprob_tokens": [ + -0.3502163290977478 + ], + "logprob_reward": -1.2252163887023926, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.2252163887023926, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05293703079223633, + 0.04153000935912132, + 0.3711707293987274, + 0.06461002677679062, + 0.1262722760438919, + 0.1960860788822174, + 0.0410897321999073, + 0.026147883385419846, + 0.03831925615668297, + 0.04183696582913399 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -1.2252163887023926 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.5789663791656494 + ], + "opposite_logprob_tokens": [ + -0.078966423869133 + ], + "logprob_reward": -2.5789663791656494, + "yes_no_margin_reward": -2.5, + "token_credit_reward": -2.5789663791656494, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1291811466217041, + 0.1467820554971695, + 0.09081034362316132, + 0.1666414588689804, + 0.1315557360649109, + 0.1045663058757782, + 0.0690992996096611, + 0.03626292198896408, + 0.08903028070926666, + 0.03607054427266121 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -2.5789663791656494 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026442909613251686 + ], + "opposite_logprob_tokens": [ + -3.6514430046081543 + ], + "logprob_reward": -0.026442909613251686, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026442909613251686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12501680850982666, + 0.1325646936893463, + 0.09240951389074326, + 0.13733726739883423, + 0.15848064422607422, + 0.11722573637962341, + 0.05921570211648941, + 0.0597885400056839, + 0.07353894412517548, + 0.04442216828465462 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.026442909613251686 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043099597096443176 + ], + "opposite_logprob_tokens": [ + -3.1680996417999268 + ], + "logprob_reward": -0.043099597096443176, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043099597096443176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12648212909698486, + 0.36188727617263794, + 0.08546549081802368, + 0.05151425674557686, + 0.05187593400478363, + 0.1904267519712448, + 0.028415340930223465, + 0.027262957766652107, + 0.05025564134120941, + 0.026414241641759872 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.043099597096443176 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048697471618652344 + ], + "opposite_logprob_tokens": [ + -3.0486974716186523 + ], + "logprob_reward": -0.048697471618652344, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048697471618652344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08660658448934555, + 0.17162346839904785, + 0.28892627358436584, + 0.07832757383584976, + 0.06757919490337372, + 0.16220615804195404, + 0.04742305725812912, + 0.029505856335163116, + 0.043884824961423874, + 0.023917026817798615 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.048697471618652344 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, wide shot, the camera panning in a smooth, 360-degree orbit, captures an epic, surreal spectacle from every angle. Amidst a velvety, inky night sky dotted with distant stars, countless fiery meteors streaked like a torrential rain, trailing brilliant white and gold trails and tearing through the night from every angle. Their light briefly and dramatically illuminated a vast parametric holographic projection of a storm below, composed of countless shimmering blue and white light particles. Within this complex, translucent three-dimensional structure, simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors were clearly visible, the light particles undulating subtly as the meteors passed. At the very core of the holographic projection, an ominous crimson glow pulsed steadily and menacingly, its light piercing through layers of data and creating a stark, unsettling contrast against the calm blue and white tones of the surroundings. As the camera continues to move, each angle reveals new details about this meteorological spectacle where the universe and technology intertwine, creating an atmosphere that is both magnificent and awe-inspiring, yet also full of potential threats.", + "seed": 8752, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_3/index_7301_seed_8752_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.5695500873029232, + "vlm_logprob": -0.5695500873029232, + "vlm_yes_no_margin": 1.675, + "vlm_token_credit": -0.5695500873029232, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5042290687561035 + ], + "opposite_logprob_tokens": [ + -0.2542291283607483 + ], + "logprob_reward": -1.5042290687561035, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5042290687561035, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1490272432565689, + 0.12125290185213089, + 0.06295278668403625, + 0.04886426031589508, + 0.16396982967853546, + 0.13460350036621094, + 0.12564530968666077, + 0.10164684802293777, + 0.0385100431740284, + 0.05352730676531792 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -1.5042290687561035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236249446868896 + ], + "opposite_logprob_tokens": [ + -0.34862494468688965 + ], + "logprob_reward": -1.2236249446868896, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236249446868896, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1595892310142517, + 0.21200630068778992, + 0.040716733783483505, + 0.05618766322731972, + 0.28398990631103516, + 0.09514037519693375, + 0.0807638093829155, + 0.031469400972127914, + 0.01212034560739994, + 0.028016215190291405 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -1.2236249446868896 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011094193905591965 + ], + "opposite_logprob_tokens": [ + -4.511094093322754 + ], + "logprob_reward": -0.011094193905591965, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011094193905591965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14681409299373627, + 0.17142534255981445, + 0.04135461151599884, + 0.06388471275568008, + 0.25620731711387634, + 0.10832970589399338, + 0.0905219316482544, + 0.075249083340168, + 0.017898939549922943, + 0.02831421047449112 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.011094193905591965 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029803529381752014 + ], + "opposite_logprob_tokens": [ + -3.529803514480591 + ], + "logprob_reward": -0.029803529381752014, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029803529381752014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10241778194904327, + 0.26113924384117126, + 0.1356423944234848, + 0.12083709985017776, + 0.17019522190093994, + 0.03910449147224426, + 0.03979139029979706, + 0.1037699431180954, + 0.013934421353042126, + 0.013168039731681347 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.029803529381752014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree orbit around the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless fiery meteors streaking across a velvety, inky night sky dotted with distant stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast parametric holographic projection of a storm visible, composed of shimmering blue and white light particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ominous crimson glow visible at the core of the holographic projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are simulated swirling air currents, a precise grid of isobars, and pulsating lightning vectors visible within the holographic structure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899869978427887 + ], + "opposite_logprob_tokens": [ + -2.5789988040924072 + ], + "logprob_reward": -0.07899869978427887, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899869978427887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13099569082260132, + 0.14391447603702545, + 0.07625403255224228, + 0.07986363023519516, + 0.23691247403621674, + 0.08754773437976837, + 0.0537043958902359, + 0.10154728591442108, + 0.032372523099184036, + 0.05688776820898056 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.07899869978427887 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_4/index_tensor([2723, 2723])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_4/index_tensor([2723, 2723])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dbd1ed79b89a21edf616c155d93fe7101b13f926 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_4/index_tensor([2723, 2723])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Ultra-slow-motion, abstract macrophotographic static close-ups capture a moment of controlled chaos under dramatic, high-contrast studio lighting. A heavy, polished steel spoon, its perfectly reflective bowl and elegant stem, captured in sharp, mirror-like highlights, succumbs to an unseen tremor. It deliberately tips over, its weight palpable as it begins its descent. Beneath it, a pool of viscous, opaque white paint spreads against a dark, perfectly matte background, its surface as smooth and still as glass. The spoon's thin leading edge makes contact first, plunging into the liquid with surgical precision. In extreme slow motion, the paint's surface dimples, resisting for a fraction of a second, then collapses as the spoon carves a clean, vertical path downward. This displacement creates a thick, rolling wave of white paint, cresting and curling outward, its texture similar to that of heavy cream, forming a perfect, silent, crown-like splash. High-contrast lighting shapes the scene, casting the background in deep shadow while illuminating the brilliant white of the paint and the cold metallic sheen of the partially submerged spoon, creating a spectacle that is tense, captivating, and purely physical.", + "seed": 8749, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_4/index_2723_seed_8749_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18632458942011, + "vlm_logprob": -0.18632458942011, + "vlm_yes_no_margin": 3.249999976158142, + "vlm_token_credit": -0.18632458942011, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14478953182697296 + ], + "opposite_logprob_tokens": [ + -2.019789457321167 + ], + "logprob_reward": -0.14478953182697296, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14478953182697296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0956195816397667, + 0.09692512452602386, + 0.2800263464450836, + 0.07779113948345184, + 0.1293559968471527, + 0.07956573367118835, + 0.09011323004961014, + 0.07707218825817108, + 0.031234869733452797, + 0.04229577258229256 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.14478953182697296 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577916383743286 + ], + "opposite_logprob_tokens": [ + -0.6327916383743286 + ], + "logprob_reward": -0.7577916383743286, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577916383743286, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14647060632705688, + 0.15257903933525085, + 0.14381827414035797, + 0.06423293799161911, + 0.19284459948539734, + 0.05094723030924797, + 0.0918838381767273, + 0.054643187671899796, + 0.03030780889093876, + 0.0722724050283432 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.7577916383743286 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004104523919522762 + ], + "opposite_logprob_tokens": [ + -5.5041046142578125 + ], + "logprob_reward": -0.004104523919522762, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004104523919522762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15615275502204895, + 0.35350507497787476, + 0.041546374559402466, + 0.05252283066511154, + 0.17826326191425323, + 0.028914006426930428, + 0.06896809488534927, + 0.036723792552948, + 0.030799590051174164, + 0.052604224532842636 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.004104523919522762 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181954987347126 + ], + "opposite_logprob_tokens": [ + -4.018195629119873 + ], + "logprob_reward": -0.0181954987347126, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181954987347126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.138061061501503, + 0.17222662270069122, + 0.07147728651762009, + 0.06890855729579926, + 0.11035551875829697, + 0.07818718999624252, + 0.09881962835788727, + 0.057582151144742966, + 0.0729026347398758, + 0.13147936761379242 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0181954987347126 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741754245012999 + ], + "opposite_logprob_tokens": [ + -5.006741523742676 + ], + "logprob_reward": -0.006741754245012999, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741754245012999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09579486399888992, + 0.11794731020927429, + 0.1147686317563057, + 0.06285585463047028, + 0.1884908378124237, + 0.05699540674686432, + 0.13811980187892914, + 0.10026238113641739, + 0.060666702687740326, + 0.06409823894500732 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.006741754245012999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Ultra-slow-motion, abstract macrophotographic static close-ups capture a moment of controlled chaos under dramatic, high-contrast studio lighting. A heavy, polished steel spoon, its perfectly reflective bowl and elegant stem, captured in sharp, mirror-like highlights, succumbs to an unseen tremor. It deliberately tips over, its weight palpable as it begins its descent. Beneath it, a pool of viscous, opaque white paint spreads against a dark, perfectly matte background, its surface as smooth and still as glass. The spoon's thin leading edge makes contact first, plunging into the liquid with surgical precision. In extreme slow motion, the paint's surface dimples, resisting for a fraction of a second, then collapses as the spoon carves a clean, vertical path downward. This displacement creates a thick, rolling wave of white paint, cresting and curling outward, its texture similar to that of heavy cream, forming a perfect, silent, crown-like splash. High-contrast lighting shapes the scene, casting the background in deep shadow while illuminating the brilliant white of the paint and the cold metallic sheen of the partially submerged spoon, creating a spectacle that is tense, captivating, and purely physical.", + "seed": 8750, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_4/index_2723_seed_8750_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13129681441932917, + "vlm_logprob": -0.13129681441932917, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.13129681441932917, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049458034336566925 + ], + "opposite_logprob_tokens": [ + -3.0494580268859863 + ], + "logprob_reward": -0.049458034336566925, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049458034336566925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08145534247159958, + 0.033826764672994614, + 0.35823822021484375, + 0.19575735926628113, + 0.03697843849658966, + 0.03701698035001755, + 0.04933875426650047, + 0.0591089241206646, + 0.1281469464302063, + 0.02013225108385086 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.049458034336566925 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761390924453735 + ], + "opposite_logprob_tokens": [ + -0.8261390924453735 + ], + "logprob_reward": -0.5761390924453735, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761390924453735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11700358241796494, + 0.08998432010412216, + 0.5108176469802856, + 0.04759284481406212, + 0.0293711107224226, + 0.049140751361846924, + 0.04205264523625374, + 0.03137899562716484, + 0.04833826422691345, + 0.03431987762451172 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.5761390924453735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067444778978824615 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.0067444778978824615, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067444778978824615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05542133376002312, + 0.03492362052202225, + 0.28272268176078796, + 0.06731057167053223, + 0.06412845104932785, + 0.038954418152570724, + 0.22871683537960052, + 0.1857258528470993, + 0.024171628057956696, + 0.017924552783370018 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.0067444778978824615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191400915384293 + ], + "opposite_logprob_tokens": [ + -4.018191337585449 + ], + "logprob_reward": -0.018191400915384293, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018191400915384293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0918271541595459, + 0.08184464275836945, + 0.07933899760246277, + 0.10580770671367645, + 0.05845440924167633, + 0.08495631068944931, + 0.2620815336704254, + 0.07246637344360352, + 0.12292352318763733, + 0.0402994304895401 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.018191400915384293 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951066501438618 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005951066501438618, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951066501438618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10080360621213913, + 0.06271545588970184, + 0.4603315591812134, + 0.0538613423705101, + 0.040015775710344315, + 0.03185974806547165, + 0.08536164462566376, + 0.0590805783867836, + 0.08238201588392258, + 0.023588228970766068 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.005951066501438618 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Ultra-slow-motion, abstract macrophotographic static close-ups capture a moment of controlled chaos under dramatic, high-contrast studio lighting. A heavy, polished steel spoon, its perfectly reflective bowl and elegant stem, captured in sharp, mirror-like highlights, succumbs to an unseen tremor. It deliberately tips over, its weight palpable as it begins its descent. Beneath it, a pool of viscous, opaque white paint spreads against a dark, perfectly matte background, its surface as smooth and still as glass. The spoon's thin leading edge makes contact first, plunging into the liquid with surgical precision. In extreme slow motion, the paint's surface dimples, resisting for a fraction of a second, then collapses as the spoon carves a clean, vertical path downward. This displacement creates a thick, rolling wave of white paint, cresting and curling outward, its texture similar to that of heavy cream, forming a perfect, silent, crown-like splash. High-contrast lighting shapes the scene, casting the background in deep shadow while illuminating the brilliant white of the paint and the cold metallic sheen of the partially submerged spoon, creating a spectacle that is tense, captivating, and purely physical.", + "seed": 8751, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_4/index_2723_seed_8751_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2374233389273286, + "vlm_logprob": -0.2374233389273286, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.2374233389273286, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14456599950790405 + ], + "opposite_logprob_tokens": [ + -2.019566059112549 + ], + "logprob_reward": -0.14456599950790405, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14456599950790405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3768239915370941, + 0.05144588649272919, + 0.01752207614481449, + 0.11413174867630005, + 0.02878222055733204, + 0.1783769130706787, + 0.07638075947761536, + 0.06589081883430481, + 0.03428582847118378, + 0.05635974556207657 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.14456599950790405 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742754101753235 + ], + "opposite_logprob_tokens": [ + -0.4742754101753235 + ], + "logprob_reward": -0.9742754101753235, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742754101753235, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5497890114784241, + 0.09133981913328171, + 0.02419161982834339, + 0.11572116613388062, + 0.036548737436532974, + 0.030949212610721588, + 0.04382164776325226, + 0.020816149190068245, + 0.0635887086391449, + 0.023233940824866295 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.9742754101753235 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982354536652565 + ], + "opposite_logprob_tokens": [ + -3.5298235416412354 + ], + "logprob_reward": -0.02982354536652565, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982354536652565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07559923827648163, + 0.08627717941999435, + 0.031847018748521805, + 0.4744839370250702, + 0.19993168115615845, + 0.048366546630859375, + 0.03070109523832798, + 0.01723305508494377, + 0.01336605567485094, + 0.02219424769282341 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.02982354536652565 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029808735474944115 + ], + "opposite_logprob_tokens": [ + -3.529808759689331 + ], + "logprob_reward": -0.029808735474944115, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029808735474944115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28354722261428833, + 0.06981377303600311, + 0.017282146960496902, + 0.047692716121673584, + 0.0427015982568264, + 0.1072211042046547, + 0.20931418240070343, + 0.12137053906917572, + 0.04140312597155571, + 0.05965353921055794 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.029808735474944115 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643004111945629 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643004111945629, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643004111945629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35910290479660034, + 0.07540986686944962, + 0.03133456036448479, + 0.10615437477827072, + 0.03168702498078346, + 0.09694263339042664, + 0.05708017945289612, + 0.047573283314704895, + 0.08073500543832779, + 0.11398018896579742 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.008643004111945629 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Ultra-slow-motion, abstract macrophotographic static close-ups capture a moment of controlled chaos under dramatic, high-contrast studio lighting. A heavy, polished steel spoon, its perfectly reflective bowl and elegant stem, captured in sharp, mirror-like highlights, succumbs to an unseen tremor. It deliberately tips over, its weight palpable as it begins its descent. Beneath it, a pool of viscous, opaque white paint spreads against a dark, perfectly matte background, its surface as smooth and still as glass. The spoon's thin leading edge makes contact first, plunging into the liquid with surgical precision. In extreme slow motion, the paint's surface dimples, resisting for a fraction of a second, then collapses as the spoon carves a clean, vertical path downward. This displacement creates a thick, rolling wave of white paint, cresting and curling outward, its texture similar to that of heavy cream, forming a perfect, silent, crown-like splash. High-contrast lighting shapes the scene, casting the background in deep shadow while illuminating the brilliant white of the paint and the cold metallic sheen of the partially submerged spoon, creating a spectacle that is tense, captivating, and purely physical.", + "seed": 8752, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_4/index_2723_seed_8752_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17608905397355556, + "vlm_logprob": -0.17608905397355556, + "vlm_yes_no_margin": 2.874999976158142, + "vlm_token_credit": -0.17608905397355556, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43094927072525024 + ], + "opposite_logprob_tokens": [ + -1.0559492111206055 + ], + "logprob_reward": -0.43094927072525024, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.43094927072525024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045915186405181885, + 0.016512637957930565, + 0.017879679799079895, + 0.06949716061353683, + 0.07172529399394989, + 0.049243614077568054, + 0.44962596893310547, + 0.21985866129398346, + 0.032527174800634384, + 0.027214623987674713 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.43094927072525024 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.348621666431427 + ], + "opposite_logprob_tokens": [ + -1.2236216068267822 + ], + "logprob_reward": -0.348621666431427, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.348621666431427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09259418398141861, + 0.04042424261569977, + 0.16168156266212463, + 0.3620346784591675, + 0.024598127231001854, + 0.016320334747433662, + 0.057726263999938965, + 0.1475367695093155, + 0.036945171654224396, + 0.06013865768909454 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.348621666431427 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649740368127823 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649740368127823, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649740368127823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06981188803911209, + 0.07407782971858978, + 0.130990669131279, + 0.06582965701818466, + 0.056349895894527435, + 0.0459524430334568, + 0.12338145822286606, + 0.3066960275173187, + 0.029902948066592216, + 0.09700724482536316 + ], + "top_frames": [ + 7, + 2, + 6 + ], + "selected_reward": -0.008649740368127823 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902964740991592 + ], + "opposite_logprob_tokens": [ + -2.464029550552368 + ], + "logprob_reward": -0.08902964740991592, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902964740991592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1454027146100998, + 0.04818559065461159, + 0.08557707816362381, + 0.0834464281797409, + 0.0644679144024849, + 0.050969719886779785, + 0.2434111088514328, + 0.160608172416687, + 0.07516704499721527, + 0.04276420921087265 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.08902964740991592 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, polished steel spoon with a reflective bowl and stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, perfectly matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a pool of viscous, opaque white paint spread beneath the spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spoon tip over and plunge vertically into the paint, creating a crown-like splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in ultra-slow motion with high-contrast studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031949449330568314 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031949449330568314, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031949449330568314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10492587834596634, + 0.05912209302186966, + 0.17089428007602692, + 0.1121513769030571, + 0.0273066945374012, + 0.05264614149928093, + 0.045632071793079376, + 0.22323857247829437, + 0.09294173866510391, + 0.11114117503166199 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.0031949449330568314 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_5/index_tensor([9189, 9189])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_5/index_tensor([9189, 9189])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0bc051dbf43628e11e907345ff87cecc8c75b725 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_5/index_tensor([9189, 9189])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic, upward-sweeping long shot, shot from the base of the mountain, steadily and slowly pulls back to reveal the full extent of the catastrophe. In the center of the frame, a majestic, precipitous volcano stands against a dark, crimson sky stained by volcanic ash. Its jagged crater rim becomes the source of destruction. A stream of incandescent, viscous, orange-red molten lava erupts with explosive force from the summit, forming a massive fountain that soars skyward, hurling countless flaming fragments of rock high into the sky. Meanwhile, a thick plume of ash and gas, like an awakening beast, twists and turns upward, its interior illuminated by the glow of the molten lava, punctuated by eerie flashes of red lightning. The scene is illuminated solely by this infernal eruption. The fiery orange-yellow contrasts sharply with the dark red of the sky and the inky black of the mountain, creating a suffocating, apocalyptic atmosphere imbued with primal destructive power.", + "seed": 11098, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_5/index_9189_seed_11098_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2395913979038596, + "vlm_logprob": -0.2395913979038596, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.2395913979038596, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.900615930557251 + ], + "opposite_logprob_tokens": [ + -0.525615930557251 + ], + "logprob_reward": -0.900615930557251, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.900615930557251, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08422680199146271, + 0.1692947894334793, + 0.1121445745229721, + 0.05585480108857155, + 0.13290061056613922, + 0.03947829455137253, + 0.18283261358737946, + 0.02692466974258423, + 0.1594754457473755, + 0.03686739131808281 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.900615930557251 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521004378795624 + ], + "opposite_logprob_tokens": [ + -1.5021004676818848 + ], + "logprob_reward": -0.2521004378795624, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521004378795624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24110369384288788, + 0.11818593740463257, + 0.17118887603282928, + 0.12727569043636322, + 0.022838331758975983, + 0.02743910439312458, + 0.09075697511434555, + 0.037303708493709564, + 0.08962167799472809, + 0.07428602129220963 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.2521004378795624 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607118360698223 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.01607118360698223, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607118360698223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12938524782657623, + 0.16806522011756897, + 0.13603036105632782, + 0.04840385913848877, + 0.03562403842806816, + 0.04267258942127228, + 0.2862453758716583, + 0.048133499920368195, + 0.05797707661986351, + 0.04746273532509804 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.01607118360698223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353510096669197 + ], + "opposite_logprob_tokens": [ + -3.651353597640991 + ], + "logprob_reward": -0.026353510096669197, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353510096669197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0764775425195694, + 0.2127169519662857, + 0.2520674467086792, + 0.05398770421743393, + 0.05613825470209122, + 0.05069154128432274, + 0.10408046096563339, + 0.08722654730081558, + 0.03270961344242096, + 0.07390384376049042 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.026353510096669197 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002815927378833294 + ], + "opposite_logprob_tokens": [ + -5.8778157234191895 + ], + "logprob_reward": -0.002815927378833294, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002815927378833294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2463533580303192, + 0.2941322326660156, + 0.06248762831091881, + 0.04984196648001671, + 0.03805965557694435, + 0.0483415462076664, + 0.13820508122444153, + 0.0446322001516819, + 0.03518238663673401, + 0.04276397451758385 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.002815927378833294 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, upward-sweeping long shot, shot from the base of the mountain, steadily and slowly pulls back to reveal the full extent of the catastrophe. In the center of the frame, a majestic, precipitous volcano stands against a dark, crimson sky stained by volcanic ash. Its jagged crater rim becomes the source of destruction. A stream of incandescent, viscous, orange-red molten lava erupts with explosive force from the summit, forming a massive fountain that soars skyward, hurling countless flaming fragments of rock high into the sky. Meanwhile, a thick plume of ash and gas, like an awakening beast, twists and turns upward, its interior illuminated by the glow of the molten lava, punctuated by eerie flashes of red lightning. The scene is illuminated solely by this infernal eruption. The fiery orange-yellow contrasts sharply with the dark red of the sky and the inky black of the mountain, creating a suffocating, apocalyptic atmosphere imbued with primal destructive power.", + "seed": 11099, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_5/index_9189_seed_11099_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22253264347091317, + "vlm_logprob": -0.22253264347091317, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.22253264347091317, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8282582759857178 + ], + "opposite_logprob_tokens": [ + -0.5782582759857178 + ], + "logprob_reward": -0.8282582759857178, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8282582759857178, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09253803640604019, + 0.1637462079524994, + 0.04991405829787254, + 0.0518341027200222, + 0.054719191044569016, + 0.3696788549423218, + 0.03927646577358246, + 0.04460666701197624, + 0.09738343209028244, + 0.03630302473902702 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.8282582759857178 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559358179569244 + ], + "opposite_logprob_tokens": [ + -1.6005935668945312 + ], + "logprob_reward": -0.22559358179569244, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559358179569244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08247916400432587, + 0.02834390476346016, + 0.03842878341674805, + 0.1524709165096283, + 0.03175850585103035, + 0.373150497674942, + 0.07995583862066269, + 0.0447918102145195, + 0.1135299876332283, + 0.055090565234422684 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.22559358179569244 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038104988634586334 + ], + "opposite_logprob_tokens": [ + -3.288105010986328 + ], + "logprob_reward": -0.038104988634586334, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038104988634586334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10230272263288498, + 0.06979943066835403, + 0.06340428441762924, + 0.2761976718902588, + 0.09726511687040329, + 0.05903996154665947, + 0.09513739496469498, + 0.05129106342792511, + 0.12101878970861435, + 0.06454363465309143 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.038104988634586334 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070948913693428 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.016070948913693428, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070948913693428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12528210878372192, + 0.09646531194448471, + 0.09289807081222534, + 0.0678246021270752, + 0.039965152740478516, + 0.24077291786670685, + 0.1807519942522049, + 0.07366165518760681, + 0.05960925668478012, + 0.02276894822716713 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.016070948913693428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635422024875879 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.004635422024875879, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635422024875879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08566726744174957, + 0.10607849806547165, + 0.1050417348742485, + 0.1488252580165863, + 0.09478090703487396, + 0.12268297374248505, + 0.09384775906801224, + 0.08710628747940063, + 0.10754473507404327, + 0.04842459782958031 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.004635422024875879 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, upward-sweeping long shot, shot from the base of the mountain, steadily and slowly pulls back to reveal the full extent of the catastrophe. In the center of the frame, a majestic, precipitous volcano stands against a dark, crimson sky stained by volcanic ash. Its jagged crater rim becomes the source of destruction. A stream of incandescent, viscous, orange-red molten lava erupts with explosive force from the summit, forming a massive fountain that soars skyward, hurling countless flaming fragments of rock high into the sky. Meanwhile, a thick plume of ash and gas, like an awakening beast, twists and turns upward, its interior illuminated by the glow of the molten lava, punctuated by eerie flashes of red lightning. The scene is illuminated solely by this infernal eruption. The fiery orange-yellow contrasts sharply with the dark red of the sky and the inky black of the mountain, creating a suffocating, apocalyptic atmosphere imbued with primal destructive power.", + "seed": 11100, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_5/index_9189_seed_11100_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2877583421766758, + "vlm_logprob": -0.2877583421766758, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.2877583421766758, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7591257691383362 + ], + "opposite_logprob_tokens": [ + -0.6341257691383362 + ], + "logprob_reward": -0.7591257691383362, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7591257691383362, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.051295991986989975, + 0.051944199949502945, + 0.25397783517837524, + 0.10527298599481583, + 0.05678568035364151, + 0.05620517209172249, + 0.08303458988666534, + 0.1954519897699356, + 0.05760018527507782, + 0.08843138068914413 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.7591257691383362 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328327655792236 + ], + "opposite_logprob_tokens": [ + -0.7578327655792236 + ], + "logprob_reward": -0.6328327655792236, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328327655792236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08936703950166702, + 0.056060608476400375, + 0.13138331472873688, + 0.09882325679063797, + 0.09894207119941711, + 0.06385470926761627, + 0.0747559517621994, + 0.11449049413204193, + 0.22200161218643188, + 0.05032090097665787 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.6328327655792236 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029808619990944862 + ], + "opposite_logprob_tokens": [ + -3.529808521270752 + ], + "logprob_reward": -0.029808619990944862, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029808619990944862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10059566795825958, + 0.10035834461450577, + 0.206454336643219, + 0.06795813143253326, + 0.08638501167297363, + 0.012246510945260525, + 0.04775078967213631, + 0.2008771002292633, + 0.07103116065263748, + 0.10634299367666245 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.029808619990944862 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204349368810654 + ], + "opposite_logprob_tokens": [ + -4.264204502105713 + ], + "logprob_reward": -0.014204349368810654, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204349368810654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17824499309062958, + 0.15842238068580627, + 0.10049998015165329, + 0.116851307451725, + 0.07421756535768509, + 0.02899656631052494, + 0.02753295935690403, + 0.06716685742139816, + 0.09610328823328018, + 0.15196409821510315 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.014204349368810654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002820206806063652 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.002820206806063652, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002820206806063652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06892603635787964, + 0.05106765404343605, + 0.09038446843624115, + 0.13407281041145325, + 0.12159031629562378, + 0.03242962062358856, + 0.05791793018579483, + 0.2762490510940552, + 0.09601256251335144, + 0.07134947925806046 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.002820206806063652 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, upward-sweeping long shot, shot from the base of the mountain, steadily and slowly pulls back to reveal the full extent of the catastrophe. In the center of the frame, a majestic, precipitous volcano stands against a dark, crimson sky stained by volcanic ash. Its jagged crater rim becomes the source of destruction. A stream of incandescent, viscous, orange-red molten lava erupts with explosive force from the summit, forming a massive fountain that soars skyward, hurling countless flaming fragments of rock high into the sky. Meanwhile, a thick plume of ash and gas, like an awakening beast, twists and turns upward, its interior illuminated by the glow of the molten lava, punctuated by eerie flashes of red lightning. The scene is illuminated solely by this infernal eruption. The fiery orange-yellow contrasts sharply with the dark red of the sky and the inky black of the mountain, creating a suffocating, apocalyptic atmosphere imbued with primal destructive power.", + "seed": 11101, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_5/index_9189_seed_11101_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.29438553368672726, + "vlm_logprob": -0.29438553368672726, + "vlm_yes_no_margin": 3.1250000059604646, + "vlm_token_credit": -0.29438553368672726, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9769092798233032 + ], + "opposite_logprob_tokens": [ + -0.4769093096256256 + ], + "logprob_reward": -0.9769092798233032, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9769092798233032, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10981380194425583, + 0.04616468399763107, + 0.05241766944527626, + 0.15863049030303955, + 0.2059689611196518, + 0.07197879999876022, + 0.05424072965979576, + 0.0764743909239769, + 0.0900481790304184, + 0.1342623233795166 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.9769092798233032 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47431856393814087 + ], + "opposite_logprob_tokens": [ + -0.9743185639381409 + ], + "logprob_reward": -0.47431856393814087, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47431856393814087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026157081127166748, + 0.11376454681158066, + 0.09536831825971603, + 0.16076479852199554, + 0.04405255988240242, + 0.02502536028623581, + 0.4049595892429352, + 0.07182414829730988, + 0.03382189944386482, + 0.024261636659502983 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.47431856393814087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005959124304354191 + ], + "opposite_logprob_tokens": [ + -5.1309590339660645 + ], + "logprob_reward": -0.005959124304354191, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005959124304354191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.189944788813591, + 0.12475980073213577, + 0.050020843744277954, + 0.045673489570617676, + 0.10304445773363113, + 0.044678911566734314, + 0.09753640741109848, + 0.12281521409749985, + 0.07179075479507446, + 0.14973536133766174 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005959124304354191 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544417753815651 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544417753815651, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544417753815651, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2612415552139282, + 0.05238030105829239, + 0.05575793236494064, + 0.3047412633895874, + 0.041101254522800446, + 0.06749077141284943, + 0.07142135500907898, + 0.02046343870460987, + 0.02055029757320881, + 0.1048518568277359 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.012544417753815651 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an upward-sweeping long shot starting from the base of the mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily and slowly pull back to reveal the full extent of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a precipitous volcano with a jagged crater rim visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky dark and crimson, stained by volcanic ash, with a thick plume of ash and gas twisting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a stream of incandescent, orange-red molten lava erupting from the summit as a massive fountain hurling flaming rock fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021962826140224934 + ], + "opposite_logprob_tokens": [ + -6.127196311950684 + ], + "logprob_reward": -0.0021962826140224934, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021962826140224934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12956330180168152, + 0.03158898279070854, + 0.05207720026373863, + 0.2473321408033371, + 0.14104527235031128, + 0.056415706872940063, + 0.13023217022418976, + 0.10651461035013199, + 0.025540055707097054, + 0.07969054579734802 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.0021962826140224934 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_6/index_tensor([9062, 9062])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_6/index_tensor([9062, 9062])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dbd4673cbb7e1dff281a7ef84dd7deda17331aab --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_6/index_tensor([9062, 9062])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static medium shot, taken from a slightly elevated angle, focuses on an elderly craftsman with graying hair, dressed in a faded dark blue cotton work shirt. His head bowed, his forehead crisscrossed with deep wrinkles, his brows slightly furrowed as he gazes intently at his work. His shirt sleeves are neatly rolled up to his elbows, revealing sturdy forearms etched with veins and age spots. A warm overhead light slants down from the upper right, perfectly illuminating his hands and the gradually forming wood carving, while casting soft shadows on the slightly cluttered woodworking workshop in the background, which is filled with various tools. One of his calloused hands firmly holds a square block of unpolished, light-colored wood. With the other, he deftly and precisely manipulates a razor-edged carving knife. With steady, deliberate force, the tip of the knife slowly pushes across the wood, shaving off tiny, curled chips as thin as a cicada's wing. These tiny chips flutter briefly in the beam of light before silently landing on his dark workbench. The entire scene exudes a sense of profound tranquility and concentration. The warm tones of light and the air's almost permeating wood fragrance combine to create a tranquil atmosphere of frozen time and imbued with the spirit of craftsmanship.", + "seed": 14564, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_6/index_9062_seed_14564_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09179641120135784, + "vlm_logprob": -0.09179641120135784, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.09179641120135784, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3149113953113556 + ], + "opposite_logprob_tokens": [ + -1.3149113655090332 + ], + "logprob_reward": -0.3149113953113556, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3149113953113556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14303332567214966, + 0.09792618453502655, + 0.05512843281030655, + 0.03136170282959938, + 0.030913518741726875, + 0.2037406712770462, + 0.10646791011095047, + 0.23932845890522003, + 0.06778020411729813, + 0.024319566786289215 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.3149113953113556 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026379866525530815 + ], + "opposite_logprob_tokens": [ + -3.6513798236846924 + ], + "logprob_reward": -0.026379866525530815, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026379866525530815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21984651684761047, + 0.14120270311832428, + 0.06815428286790848, + 0.05884050950407982, + 0.04484979063272476, + 0.11123193055391312, + 0.09809525310993195, + 0.10124897211790085, + 0.11903383582830429, + 0.03749622032046318 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.026379866525530815 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550774961709976 + ], + "opposite_logprob_tokens": [ + -4.3875508308410645 + ], + "logprob_reward": -0.012550774961709976, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550774961709976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10550390183925629, + 0.07612072676420212, + 0.05035646632313728, + 0.05509326234459877, + 0.05021648854017258, + 0.1882808804512024, + 0.08443348854780197, + 0.31040793657302856, + 0.03267106041312218, + 0.046915870159864426 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.012550774961709976 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043086692690849304 + ], + "opposite_logprob_tokens": [ + -3.1680867671966553 + ], + "logprob_reward": -0.043086692690849304, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043086692690849304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31749579310417175, + 0.0662643313407898, + 0.03210032731294632, + 0.0615585558116436, + 0.07925968617200851, + 0.08590009063482285, + 0.03016725182533264, + 0.21900822222232819, + 0.047385118901729584, + 0.060860611498355865 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.043086692690849304 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205332651734352 + ], + "opposite_logprob_tokens": [ + -2.8120534420013428 + ], + "logprob_reward": -0.06205332651734352, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205332651734352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21080878376960754, + 0.028644507750868797, + 0.03966391086578369, + 0.0481349416077137, + 0.09879203885793686, + 0.3396081328392029, + 0.04732222482562065, + 0.1514466255903244, + 0.010550177656114101, + 0.025028670206665993 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.06205332651734352 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, taken from a slightly elevated angle, focuses on an elderly craftsman with graying hair, dressed in a faded dark blue cotton work shirt. His head bowed, his forehead crisscrossed with deep wrinkles, his brows slightly furrowed as he gazes intently at his work. His shirt sleeves are neatly rolled up to his elbows, revealing sturdy forearms etched with veins and age spots. A warm overhead light slants down from the upper right, perfectly illuminating his hands and the gradually forming wood carving, while casting soft shadows on the slightly cluttered woodworking workshop in the background, which is filled with various tools. One of his calloused hands firmly holds a square block of unpolished, light-colored wood. With the other, he deftly and precisely manipulates a razor-edged carving knife. With steady, deliberate force, the tip of the knife slowly pushes across the wood, shaving off tiny, curled chips as thin as a cicada's wing. These tiny chips flutter briefly in the beam of light before silently landing on his dark workbench. The entire scene exudes a sense of profound tranquility and concentration. The warm tones of light and the air's almost permeating wood fragrance combine to create a tranquil atmosphere of frozen time and imbued with the spirit of craftsmanship.", + "seed": 14565, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_6/index_9062_seed_14565_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11109508015215397, + "vlm_logprob": -0.11109508015215397, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.11109508015215397, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044375550001859665 + ], + "opposite_logprob_tokens": [ + -3.1693756580352783 + ], + "logprob_reward": -0.044375550001859665, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.044375550001859665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3624718189239502, + 0.09867141395807266, + 0.03689560294151306, + 0.05080864205956459, + 0.03091929294168949, + 0.07033931463956833, + 0.05538143217563629, + 0.0365411713719368, + 0.18674932420253754, + 0.07122202217578888 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.044375550001859665 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160837359726429 + ], + "opposite_logprob_tokens": [ + -4.141083717346191 + ], + "logprob_reward": -0.0160837359726429, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160837359726429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3605225384235382, + 0.10860748589038849, + 0.02073308452963829, + 0.015702741220593452, + 0.03526526317000389, + 0.037023913115262985, + 0.04523789882659912, + 0.05659443512558937, + 0.21948681771755219, + 0.10082577913999557 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0160837359726429 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081697419285774 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081697419285774, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081697419285774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6636102199554443, + 0.042102109640836716, + 0.020301375538110733, + 0.024623142555356026, + 0.014772813767194748, + 0.02099895291030407, + 0.03788536414504051, + 0.018780583515763283, + 0.10644463449716568, + 0.050480812788009644 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.011081697419285774 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498160421848297 + ], + "opposite_logprob_tokens": [ + -2.9299817085266113 + ], + "logprob_reward": -0.05498160421848297, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498160421848297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4653605818748474, + 0.032146356999874115, + 0.027946891263127327, + 0.02734621986746788, + 0.040002621710300446, + 0.025914134457707405, + 0.10041497647762299, + 0.04313968867063522, + 0.2129950374364853, + 0.024733534082770348 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.05498160421848297 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42895281314849854 + ], + "opposite_logprob_tokens": [ + -1.0539528131484985 + ], + "logprob_reward": -0.42895281314849854, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42895281314849854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7226033806800842, + 0.04151414707303047, + 0.03792119771242142, + 0.02272021770477295, + 0.02095138095319271, + 0.01515398733317852, + 0.02298576384782791, + 0.022520655766129494, + 0.057610224932432175, + 0.036019012331962585 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.42895281314849854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, taken from a slightly elevated angle, focuses on an elderly craftsman with graying hair, dressed in a faded dark blue cotton work shirt. His head bowed, his forehead crisscrossed with deep wrinkles, his brows slightly furrowed as he gazes intently at his work. His shirt sleeves are neatly rolled up to his elbows, revealing sturdy forearms etched with veins and age spots. A warm overhead light slants down from the upper right, perfectly illuminating his hands and the gradually forming wood carving, while casting soft shadows on the slightly cluttered woodworking workshop in the background, which is filled with various tools. One of his calloused hands firmly holds a square block of unpolished, light-colored wood. With the other, he deftly and precisely manipulates a razor-edged carving knife. With steady, deliberate force, the tip of the knife slowly pushes across the wood, shaving off tiny, curled chips as thin as a cicada's wing. These tiny chips flutter briefly in the beam of light before silently landing on his dark workbench. The entire scene exudes a sense of profound tranquility and concentration. The warm tones of light and the air's almost permeating wood fragrance combine to create a tranquil atmosphere of frozen time and imbued with the spirit of craftsmanship.", + "seed": 14566, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_6/index_9062_seed_14566_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1617526300251484, + "vlm_logprob": -0.1617526300251484, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.1617526300251484, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.058070115745067596 + ], + "opposite_logprob_tokens": [ + -2.933070182800293 + ], + "logprob_reward": -0.058070115745067596, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.058070115745067596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3796706795692444, + 0.16743114590644836, + 0.0633629709482193, + 0.04812014475464821, + 0.06172870099544525, + 0.06281619518995285, + 0.02650143764913082, + 0.027231846004724503, + 0.09975528717041016, + 0.06338159739971161 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.058070115745067596 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060052566230297 + ], + "opposite_logprob_tokens": [ + -3.8956005573272705 + ], + "logprob_reward": -0.02060052566230297, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060052566230297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2180221676826477, + 0.12088719010353088, + 0.07464547455310822, + 0.07144562900066376, + 0.0844084694981575, + 0.04635308310389519, + 0.0454275906085968, + 0.0606246218085289, + 0.08647117018699646, + 0.19171461462974548 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.02060052566230297 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820111833512783 + ], + "opposite_logprob_tokens": [ + -4.0182013511657715 + ], + "logprob_reward": -0.01820111833512783, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820111833512783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20963026583194733, + 0.046067193150520325, + 0.07231581211090088, + 0.024975527077913284, + 0.07945369929075241, + 0.032696887850761414, + 0.04191317409276962, + 0.06795816868543625, + 0.2613428235054016, + 0.16364644467830658 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.01820111833512783 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901797443628311 + ], + "opposite_logprob_tokens": [ + -2.5790178775787354 + ], + "logprob_reward": -0.07901797443628311, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901797443628311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23539647459983826, + 0.05799510329961777, + 0.03736880049109459, + 0.04073866829276085, + 0.09523273259401321, + 0.04065709561109543, + 0.024985110387206078, + 0.2047322392463684, + 0.08368595689535141, + 0.17920780181884766 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.07901797443628311 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328734159469604 + ], + "opposite_logprob_tokens": [ + -0.7578734159469604 + ], + "logprob_reward": -0.6328734159469604, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328734159469604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19187623262405396, + 0.08299566805362701, + 0.052871014922857285, + 0.03735019266605377, + 0.062216952443122864, + 0.01905519887804985, + 0.04111313074827194, + 0.057217396795749664, + 0.07638833671808243, + 0.3789159059524536 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.6328734159469604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, taken from a slightly elevated angle, focuses on an elderly craftsman with graying hair, dressed in a faded dark blue cotton work shirt. His head bowed, his forehead crisscrossed with deep wrinkles, his brows slightly furrowed as he gazes intently at his work. His shirt sleeves are neatly rolled up to his elbows, revealing sturdy forearms etched with veins and age spots. A warm overhead light slants down from the upper right, perfectly illuminating his hands and the gradually forming wood carving, while casting soft shadows on the slightly cluttered woodworking workshop in the background, which is filled with various tools. One of his calloused hands firmly holds a square block of unpolished, light-colored wood. With the other, he deftly and precisely manipulates a razor-edged carving knife. With steady, deliberate force, the tip of the knife slowly pushes across the wood, shaving off tiny, curled chips as thin as a cicada's wing. These tiny chips flutter briefly in the beam of light before silently landing on his dark workbench. The entire scene exudes a sense of profound tranquility and concentration. The warm tones of light and the air's almost permeating wood fragrance combine to create a tranquil atmosphere of frozen time and imbued with the spirit of craftsmanship.", + "seed": 14567, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_6/index_9062_seed_14567_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08995080571621657, + "vlm_logprob": -0.08995080571621657, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.08995080571621657, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12888698279857635 + ], + "opposite_logprob_tokens": [ + -2.1288869380950928 + ], + "logprob_reward": -0.12888698279857635, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12888698279857635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23813128471374512, + 0.08336792886257172, + 0.03599962964653969, + 0.1910165697336197, + 0.09551288187503815, + 0.07682054489850998, + 0.028558744117617607, + 0.08307258784770966, + 0.06741828471422195, + 0.10010150820016861 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.12888698279857635 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636604942381382 + ], + "opposite_logprob_tokens": [ + -3.6513659954071045 + ], + "logprob_reward": -0.02636604942381382, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636604942381382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08941857516765594, + 0.08721018582582474, + 0.06744372844696045, + 0.258687287569046, + 0.12166517972946167, + 0.04645716771483421, + 0.02205098234117031, + 0.17914871871471405, + 0.03653351962566376, + 0.09138467907905579 + ], + "top_frames": [ + 3, + 7, + 4 + ], + "selected_reward": -0.02636604942381382 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645367808640003 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.008645367808640003, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645367808640003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057488590478897095, + 0.023055121302604675, + 0.018533658236265182, + 0.12046942114830017, + 0.11311262100934982, + 0.1507263481616974, + 0.03918743133544922, + 0.1586095541715622, + 0.21713846921920776, + 0.1016787439584732 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.008645367808640003 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371758013963699 + ], + "opposite_logprob_tokens": [ + -3.408717632293701 + ], + "logprob_reward": -0.03371758013963699, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371758013963699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20664846897125244, + 0.04182475060224533, + 0.09461712092161179, + 0.07336624711751938, + 0.15201789140701294, + 0.14644750952720642, + 0.033519044518470764, + 0.16520686447620392, + 0.05836402624845505, + 0.02798805572092533 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.03371758013963699 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly craftsman with graying hair and deep wrinkles on his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a faded dark blue cotton work shirt with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman using a razor-edged carving knife to shave tiny curled chips off a block of light-colored wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm overhead light coming from the upper right, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a cluttered woodworking workshop with various tools visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25213804841041565 + ], + "opposite_logprob_tokens": [ + -1.5021380186080933 + ], + "logprob_reward": -0.25213804841041565, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25213804841041565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07586720585823059, + 0.019542936235666275, + 0.04765518754720688, + 0.0982658788561821, + 0.2963622510433197, + 0.07852312922477722, + 0.02145945467054844, + 0.17939317226409912, + 0.04733877256512642, + 0.1355920284986496 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.25213804841041565 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_7/index_tensor([6874, 6874])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_7/index_tensor([6874, 6874])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0f8abff46c200e192a629952d0b32bc5c8a6aafc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_7/index_tensor([6874, 6874])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight, low-angle tracking shot follows a chariot, its wheels tumbling along a bumpy ancient road, creating a subtle yet authentic jolt of movement. The magnificent chariot, crafted from dark lacquered wood, its body intricately carved with cloud patterns and relief carvings of mythical beasts, gleams with a deep patina etched by time, its bronze components reflecting a cold, hard gleam against the gloomy sky. Within the carriage, a stern-faced, middle-aged emperor sits poised, clad in a dragon robe of deep black silk. A five-clawed golden dragon, delicately embroidered with gold thread, appears faintly visible in the dim light, its scales seemingly undulating. The emperor's brow furrows, his lips pressed into a tight line. His deep gaze gazes into the void ahead, revealing a complex blend of worry and determination. His hands clasp the jade belt at his knees, his knuckles white with the strain. A chariot travels along an ancient loess road deeply carved by ruts. Its massive wooden wheels roll over the dry ground, stirring up clouds of fine dust. The sky is covered by thick, leaden clouds, and the diffuse, oppressive light casts a cold, desaturated hue throughout the painting. Only the dark gold threads of the dragon robes provide the sole warm accent, creating a tense and austere atmosphere of impending storm.", + "seed": 29258, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_7/index_6874_seed_29258_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04757341705262661, + "vlm_logprob": -0.04757341705262661, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.04757341705262661, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0802244022488594 + ], + "opposite_logprob_tokens": [ + -2.5802245140075684 + ], + "logprob_reward": -0.0802244022488594, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0802244022488594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.268991082906723, + 0.15692096948623657, + 0.04615136608481407, + 0.20614197850227356, + 0.05790701135993004, + 0.03422137722373009, + 0.07348671555519104, + 0.10276903957128525, + 0.028323102742433548, + 0.025087282061576843 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0802244022488594 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208391115069389 + ], + "opposite_logprob_tokens": [ + -2.8120839595794678 + ], + "logprob_reward": -0.06208391115069389, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208391115069389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07305794209241867, + 0.08803661167621613, + 0.050003256648778915, + 0.16423559188842773, + 0.07101213186979294, + 0.1275472790002823, + 0.0835006833076477, + 0.12566432356834412, + 0.11239808797836304, + 0.10454408079385757 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.06208391115069389 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338066905736923 + ], + "opposite_logprob_tokens": [ + -3.6513381004333496 + ], + "logprob_reward": -0.026338066905736923, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338066905736923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08042175322771072, + 0.0931599959731102, + 0.07752221077680588, + 0.1297699362039566, + 0.0721743255853653, + 0.13064609467983246, + 0.09061168134212494, + 0.15531468391418457, + 0.07713977247476578, + 0.09323953092098236 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.026338066905736923 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577168092131615 + ], + "opposite_logprob_tokens": [ + -3.8955771923065186 + ], + "logprob_reward": -0.020577168092131615, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577168092131615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06953350454568863, + 0.08052031695842743, + 0.05712313577532768, + 0.0807877629995346, + 0.07980097830295563, + 0.3771764039993286, + 0.11373458802700043, + 0.033148523420095444, + 0.056120067834854126, + 0.05205470323562622 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.020577168092131615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864353686571121 + ], + "opposite_logprob_tokens": [ + -3.0486435890197754 + ], + "logprob_reward": -0.04864353686571121, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864353686571121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13872747123241425, + 0.0963440090417862, + 0.13515977561473846, + 0.0767090693116188, + 0.08820327371358871, + 0.09209290891885757, + 0.09665393829345703, + 0.2016942799091339, + 0.041368767619132996, + 0.03304649516940117 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.04864353686571121 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, low-angle tracking shot follows a chariot, its wheels tumbling along a bumpy ancient road, creating a subtle yet authentic jolt of movement. The magnificent chariot, crafted from dark lacquered wood, its body intricately carved with cloud patterns and relief carvings of mythical beasts, gleams with a deep patina etched by time, its bronze components reflecting a cold, hard gleam against the gloomy sky. Within the carriage, a stern-faced, middle-aged emperor sits poised, clad in a dragon robe of deep black silk. A five-clawed golden dragon, delicately embroidered with gold thread, appears faintly visible in the dim light, its scales seemingly undulating. The emperor's brow furrows, his lips pressed into a tight line. His deep gaze gazes into the void ahead, revealing a complex blend of worry and determination. His hands clasp the jade belt at his knees, his knuckles white with the strain. A chariot travels along an ancient loess road deeply carved by ruts. Its massive wooden wheels roll over the dry ground, stirring up clouds of fine dust. The sky is covered by thick, leaden clouds, and the diffuse, oppressive light casts a cold, desaturated hue throughout the painting. Only the dark gold threads of the dragon robes provide the sole warm accent, creating a tense and austere atmosphere of impending storm.", + "seed": 29259, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_7/index_6874_seed_29259_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06805946119129658, + "vlm_logprob": -0.06805946119129658, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.06805946119129658, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18157944083213806 + ], + "opposite_logprob_tokens": [ + -1.8065794706344604 + ], + "logprob_reward": -0.18157944083213806, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18157944083213806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16461358964443207, + 0.21380552649497986, + 0.036935076117515564, + 0.20980672538280487, + 0.12010186910629272, + 0.03261834755539894, + 0.02274920977652073, + 0.06143533065915108, + 0.09532614052295685, + 0.04260823130607605 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.18157944083213806 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048689182847738266 + ], + "opposite_logprob_tokens": [ + -3.048689126968384 + ], + "logprob_reward": -0.048689182847738266, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048689182847738266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08524864166975021, + 0.07647549360990524, + 0.20257684588432312, + 0.10161082446575165, + 0.12615320086479187, + 0.045561034232378006, + 0.04015963524580002, + 0.10037190467119217, + 0.07812914997339249, + 0.14371326565742493 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -0.048689182847738266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809821978211403 + ], + "opposite_logprob_tokens": [ + -3.2880983352661133 + ], + "logprob_reward": -0.03809821978211403, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809821978211403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08371172100305557, + 0.0277533158659935, + 0.06599560379981995, + 0.045768994837999344, + 0.09507180750370026, + 0.13703764975070953, + 0.04680727422237396, + 0.07187516242265701, + 0.06437560170888901, + 0.36160287261009216 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.03809821978211403 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287491872906685 + ], + "opposite_logprob_tokens": [ + -3.773287534713745 + ], + "logprob_reward": -0.023287491872906685, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287491872906685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19345565140247345, + 0.09239814430475235, + 0.29398390650749207, + 0.06724034249782562, + 0.10041272640228271, + 0.05982789024710655, + 0.057315897196531296, + 0.024252694100141525, + 0.032579705119132996, + 0.07853308320045471 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.023287491872906685 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048642970621585846 + ], + "opposite_logprob_tokens": [ + -3.048642873764038 + ], + "logprob_reward": -0.048642970621585846, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048642970621585846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20322391390800476, + 0.08564303070306778, + 0.08997205644845963, + 0.18694880604743958, + 0.099251389503479, + 0.040932610630989075, + 0.03728987276554108, + 0.09545426070690155, + 0.12806975841522217, + 0.033214278519153595 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.048642970621585846 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, low-angle tracking shot follows a chariot, its wheels tumbling along a bumpy ancient road, creating a subtle yet authentic jolt of movement. The magnificent chariot, crafted from dark lacquered wood, its body intricately carved with cloud patterns and relief carvings of mythical beasts, gleams with a deep patina etched by time, its bronze components reflecting a cold, hard gleam against the gloomy sky. Within the carriage, a stern-faced, middle-aged emperor sits poised, clad in a dragon robe of deep black silk. A five-clawed golden dragon, delicately embroidered with gold thread, appears faintly visible in the dim light, its scales seemingly undulating. The emperor's brow furrows, his lips pressed into a tight line. His deep gaze gazes into the void ahead, revealing a complex blend of worry and determination. His hands clasp the jade belt at his knees, his knuckles white with the strain. A chariot travels along an ancient loess road deeply carved by ruts. Its massive wooden wheels roll over the dry ground, stirring up clouds of fine dust. The sky is covered by thick, leaden clouds, and the diffuse, oppressive light casts a cold, desaturated hue throughout the painting. Only the dark gold threads of the dragon robes provide the sole warm accent, creating a tense and austere atmosphere of impending storm.", + "seed": 29260, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_7/index_6874_seed_29260_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.25289401412010193, + "vlm_logprob": -0.25289401412010193, + "vlm_yes_no_margin": 1.7, + "vlm_token_credit": -0.25289401412010193, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7589187026023865 + ], + "opposite_logprob_tokens": [ + -0.6339187026023865 + ], + "logprob_reward": -0.7589187026023865, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7589187026023865, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08994847536087036, + 0.09161709994077682, + 0.06347659230232239, + 0.23563732206821442, + 0.06933397054672241, + 0.14446388185024261, + 0.089135080575943, + 0.0807727798819542, + 0.07505813241004944, + 0.060556646436452866 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.7589187026023865 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1605054885149002 + ], + "opposite_logprob_tokens": [ + -1.9105055332183838 + ], + "logprob_reward": -0.1605054885149002, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1605054885149002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15939362347126007, + 0.09902921319007874, + 0.07983937114477158, + 0.09752611070871353, + 0.033306561410427094, + 0.07680604606866837, + 0.049349866807460785, + 0.1248406395316124, + 0.11621551960706711, + 0.16369307041168213 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.1605054885149002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036563873291016 + ], + "opposite_logprob_tokens": [ + -2.35036563873291 + ], + "logprob_reward": -0.10036563873291016, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036563873291016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1097264289855957, + 0.06310410052537918, + 0.04554852843284607, + 0.23988597095012665, + 0.08218447118997574, + 0.1840723305940628, + 0.044193487614393234, + 0.09393777698278427, + 0.043425705283880234, + 0.09392115473747253 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.10036563873291016 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160804688930511 + ], + "opposite_logprob_tokens": [ + -1.7016080617904663 + ], + "logprob_reward": -0.20160804688930511, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160804688930511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27046632766723633, + 0.09460849314928055, + 0.09006175398826599, + 0.08587698638439178, + 0.03478869050741196, + 0.16648893058300018, + 0.07391417771577835, + 0.05313120037317276, + 0.05255008488893509, + 0.0781133696436882 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.20160804688930511 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307219386100769 + ], + "opposite_logprob_tokens": [ + -3.16807222366333 + ], + "logprob_reward": -0.04307219386100769, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307219386100769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03399675339460373, + 0.037419337779283524, + 0.02865065447986126, + 0.6907572150230408, + 0.020138388499617577, + 0.0487150214612484, + 0.020922036841511726, + 0.019618084654211998, + 0.037089161574840546, + 0.06269338726997375 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.04307219386100769 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, low-angle tracking shot follows a chariot, its wheels tumbling along a bumpy ancient road, creating a subtle yet authentic jolt of movement. The magnificent chariot, crafted from dark lacquered wood, its body intricately carved with cloud patterns and relief carvings of mythical beasts, gleams with a deep patina etched by time, its bronze components reflecting a cold, hard gleam against the gloomy sky. Within the carriage, a stern-faced, middle-aged emperor sits poised, clad in a dragon robe of deep black silk. A five-clawed golden dragon, delicately embroidered with gold thread, appears faintly visible in the dim light, its scales seemingly undulating. The emperor's brow furrows, his lips pressed into a tight line. His deep gaze gazes into the void ahead, revealing a complex blend of worry and determination. His hands clasp the jade belt at his knees, his knuckles white with the strain. A chariot travels along an ancient loess road deeply carved by ruts. Its massive wooden wheels roll over the dry ground, stirring up clouds of fine dust. The sky is covered by thick, leaden clouds, and the diffuse, oppressive light casts a cold, desaturated hue throughout the painting. Only the dark gold threads of the dragon robes provide the sole warm accent, creating a tense and austere atmosphere of impending storm.", + "seed": 29261, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_7/index_6874_seed_29261_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15469319345429539, + "vlm_logprob": -0.15469319345429539, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.15469319345429539, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5785150527954102 + ], + "opposite_logprob_tokens": [ + -0.8285150527954102 + ], + "logprob_reward": -0.5785150527954102, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5785150527954102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19416490197181702, + 0.11283055692911148, + 0.09721028059720993, + 0.1804688423871994, + 0.08203677833080292, + 0.13820387423038483, + 0.05328672006726265, + 0.06028192490339279, + 0.05954457074403763, + 0.021971533074975014 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.5785150527954102 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05502019077539444 + ], + "opposite_logprob_tokens": [ + -2.9300200939178467 + ], + "logprob_reward": -0.05502019077539444, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05502019077539444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38565367460250854, + 0.03720127046108246, + 0.09099976718425751, + 0.19676697254180908, + 0.1353466808795929, + 0.03380082920193672, + 0.03653901442885399, + 0.039220958948135376, + 0.02488447166979313, + 0.019586414098739624 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.05502019077539444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369256854057312 + ], + "opposite_logprob_tokens": [ + -3.4086925983428955 + ], + "logprob_reward": -0.03369256854057312, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369256854057312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2972419857978821, + 0.11139002442359924, + 0.11339186131954193, + 0.0762314721941948, + 0.07506163418292999, + 0.07856856286525726, + 0.058962631970644, + 0.10661742091178894, + 0.04388098046183586, + 0.038653429597616196 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.03369256854057312 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944548640400171 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944548640400171, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944548640400171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1936669498682022, + 0.14223158359527588, + 0.04893077537417412, + 0.34445497393608093, + 0.06873659044504166, + 0.06745020300149918, + 0.0337965153157711, + 0.06209341436624527, + 0.020245766267180443, + 0.018393276259303093 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.005944548640400171 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chariot traveling along an ancient road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chariot crafted from dark lacquered wood with intricate carvings of cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stern-faced, middle-aged emperor sitting inside the chariot wearing a deep black silk dragon robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky covered by thick, leaden clouds with a cold, desaturated hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot tight and low-angle, tracking the chariot as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1002936065196991 + ], + "opposite_logprob_tokens": [ + -2.3502936363220215 + ], + "logprob_reward": -0.1002936065196991, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1002936065196991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24986068904399872, + 0.15521080791950226, + 0.04365132749080658, + 0.1092696264386177, + 0.1335058957338333, + 0.10035469383001328, + 0.06789359450340271, + 0.05401444062590599, + 0.05164800584316254, + 0.034590866416692734 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.1002936065196991 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_8/index_tensor([4579, 4579])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_8/index_tensor([4579, 4579])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3b20e0055073d6072df94314ed8c59f1b503b783 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_8/index_tensor([4579, 4579])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic low-angle tracking shot, the camera parallel to a galloping horse, moving close to the ground to emphasize its thunderous speed. In the frame, a dusty, ancient scholar leans over his horse, his hair bun blown loose by the wind, leaving strands of black hair, mingled with sweat, plastered to his dusty cheeks. His eyes reveal an anxious yet resolute expression. He wears a robe of coarse cloth, once a bluish-gray color, now mottled with yellow dust. The wide cuffs and hem whip wildly backward in the wind. He grips the reins tightly, his body heaving and swaying with the rhythm of the muscular, sweat-drenched dark brown steed beneath him. Each swift and powerful thump of the horse's hooves on the dry, cracked, winding mountain path stirs up a thick cloud of yellow sand. Illuminated by the golden evening sun, this dust lurches like a swirling, luminous mist, trailing them closely behind. The background is rolling desolate mountains and sparse dead trees. The whole scene is dominated by warm yellow tones, creating a vast, urgent and epic atmosphere.", + "seed": 19362, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_8/index_4579_seed_19362_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04050798593088985, + "vlm_logprob": -0.04050798593088985, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.04050798593088985, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05953740328550339 + ], + "opposite_logprob_tokens": [ + -3.059537410736084 + ], + "logprob_reward": -0.05953740328550339, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05953740328550339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11254896223545074, + 0.045101869851350784, + 0.055018406361341476, + 0.07688908278942108, + 0.204241082072258, + 0.08898444473743439, + 0.22668686509132385, + 0.0243954099714756, + 0.06644681841135025, + 0.09968702495098114 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.05953740328550339 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869803786277771 + ], + "opposite_logprob_tokens": [ + -3.0486979484558105 + ], + "logprob_reward": -0.04869803786277771, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869803786277771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07920436561107635, + 0.057804882526397705, + 0.08251035958528519, + 0.05519509315490723, + 0.13399337232112885, + 0.19015368819236755, + 0.07392942905426025, + 0.03124728985130787, + 0.08235345780849457, + 0.2136080265045166 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.04869803786277771 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098231438547373 + ], + "opposite_logprob_tokens": [ + -5.504098415374756 + ], + "logprob_reward": -0.004098231438547373, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098231438547373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07483439892530441, + 0.02745448239147663, + 0.049717675894498825, + 0.03262711316347122, + 0.06427296251058578, + 0.10204106569290161, + 0.043366383761167526, + 0.04286765679717064, + 0.12426960468292236, + 0.43854865431785583 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.004098231438547373 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902844786643982 + ], + "opposite_logprob_tokens": [ + -2.4640283584594727 + ], + "logprob_reward": -0.08902844786643982, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902844786643982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11256857961416245, + 0.06720982491970062, + 0.09855561703443527, + 0.044914234429597855, + 0.36221569776535034, + 0.10428613424301147, + 0.048660967499017715, + 0.0138339102268219, + 0.10013040155172348, + 0.04762466996908188 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.08902844786643982 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001177809201180935 + ], + "opposite_logprob_tokens": [ + -6.751177787780762 + ], + "logprob_reward": -0.001177809201180935, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001177809201180935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1025460883975029, + 0.07898496836423874, + 0.07357307523488998, + 0.04444367438554764, + 0.17938745021820068, + 0.12499188631772995, + 0.07706208527088165, + 0.035678014159202576, + 0.14338861405849457, + 0.1399441510438919 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.001177809201180935 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot, the camera parallel to a galloping horse, moving close to the ground to emphasize its thunderous speed. In the frame, a dusty, ancient scholar leans over his horse, his hair bun blown loose by the wind, leaving strands of black hair, mingled with sweat, plastered to his dusty cheeks. His eyes reveal an anxious yet resolute expression. He wears a robe of coarse cloth, once a bluish-gray color, now mottled with yellow dust. The wide cuffs and hem whip wildly backward in the wind. He grips the reins tightly, his body heaving and swaying with the rhythm of the muscular, sweat-drenched dark brown steed beneath him. Each swift and powerful thump of the horse's hooves on the dry, cracked, winding mountain path stirs up a thick cloud of yellow sand. Illuminated by the golden evening sun, this dust lurches like a swirling, luminous mist, trailing them closely behind. The background is rolling desolate mountains and sparse dead trees. The whole scene is dominated by warm yellow tones, creating a vast, urgent and epic atmosphere.", + "seed": 19363, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_8/index_4579_seed_19363_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04638120522722602, + "vlm_logprob": -0.04638120522722602, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.04638120522722602, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18987718224525452 + ], + "opposite_logprob_tokens": [ + -1.8148771524429321 + ], + "logprob_reward": -0.18987718224525452, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18987718224525452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11001408100128174, + 0.1939523071050644, + 0.05943896993994713, + 0.19110916554927826, + 0.04903392493724823, + 0.05563110485672951, + 0.041121743619441986, + 0.12304414808750153, + 0.15824922919273376, + 0.0184053685516119 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.18987718224525452 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014220215380191803 + ], + "opposite_logprob_tokens": [ + -4.264220237731934 + ], + "logprob_reward": -0.014220215380191803, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014220215380191803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04101434722542763, + 0.06089010089635849, + 0.056631993502378464, + 0.2095929980278015, + 0.06485553085803986, + 0.041922427713871, + 0.03332739695906639, + 0.2919205129146576, + 0.16016988456249237, + 0.039674799889326096 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.014220215380191803 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031949449330568314 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031949449330568314, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031949449330568314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05686794966459274, + 0.06611625850200653, + 0.06416379660367966, + 0.086634062230587, + 0.06087176129221916, + 0.03883233666419983, + 0.06093604862689972, + 0.2716025114059448, + 0.18082059919834137, + 0.11315469443798065 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.0031949449330568314 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280620574951172 + ], + "opposite_logprob_tokens": [ + -3.773280620574951 + ], + "logprob_reward": -0.023280620574951172, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280620574951172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26869475841522217, + 0.10861573368310928, + 0.11737131327390671, + 0.06850463151931763, + 0.06883968412876129, + 0.06083350256085396, + 0.022096725180745125, + 0.10958751291036606, + 0.12327581644058228, + 0.052180368453264236 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.023280620574951172 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013330630026757717 + ], + "opposite_logprob_tokens": [ + -6.626333236694336 + ], + "logprob_reward": -0.0013330630026757717, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013330630026757717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1050993949174881, + 0.058095138520002365, + 0.09956655651330948, + 0.05065038800239563, + 0.03745667636394501, + 0.06784126162528992, + 0.03443783521652222, + 0.19247856736183167, + 0.24396491050720215, + 0.11040925979614258 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.0013330630026757717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot, the camera parallel to a galloping horse, moving close to the ground to emphasize its thunderous speed. In the frame, a dusty, ancient scholar leans over his horse, his hair bun blown loose by the wind, leaving strands of black hair, mingled with sweat, plastered to his dusty cheeks. His eyes reveal an anxious yet resolute expression. He wears a robe of coarse cloth, once a bluish-gray color, now mottled with yellow dust. The wide cuffs and hem whip wildly backward in the wind. He grips the reins tightly, his body heaving and swaying with the rhythm of the muscular, sweat-drenched dark brown steed beneath him. Each swift and powerful thump of the horse's hooves on the dry, cracked, winding mountain path stirs up a thick cloud of yellow sand. Illuminated by the golden evening sun, this dust lurches like a swirling, luminous mist, trailing them closely behind. The background is rolling desolate mountains and sparse dead trees. The whole scene is dominated by warm yellow tones, creating a vast, urgent and epic atmosphere.", + "seed": 19364, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_8/index_4579_seed_19364_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.033140990603715184, + "vlm_logprob": -0.033140990603715184, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.033140990603715184, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08743137121200562 + ], + "opposite_logprob_tokens": [ + -2.7124314308166504 + ], + "logprob_reward": -0.08743137121200562, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08743137121200562, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07975752651691437, + 0.051210928708314896, + 0.0367259755730629, + 0.06235065311193466, + 0.08153127878904343, + 0.5140954256057739, + 0.046343639492988586, + 0.02793208137154579, + 0.05984685197472572, + 0.04020565748214722 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.08743137121200562 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011099145747721195 + ], + "opposite_logprob_tokens": [ + -4.511099338531494 + ], + "logprob_reward": -0.011099145747721195, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011099145747721195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041373271495103836, + 0.028471671044826508, + 0.02500879019498825, + 0.029888594523072243, + 0.03258844092488289, + 0.636945366859436, + 0.1258135586977005, + 0.03797367960214615, + 0.024655573070049286, + 0.01728108525276184 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.011099145747721195 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196252044290304 + ], + "opposite_logprob_tokens": [ + -5.7531962394714355 + ], + "logprob_reward": -0.003196252044290304, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196252044290304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058037951588630676, + 0.05674158036708832, + 0.025357306003570557, + 0.05718734487891197, + 0.045896392315626144, + 0.5472170114517212, + 0.06994687765836716, + 0.06870288401842117, + 0.04425594210624695, + 0.026656722649931908 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.003196252044290304 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062039099633693695 + ], + "opposite_logprob_tokens": [ + -2.8120391368865967 + ], + "logprob_reward": -0.062039099633693695, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062039099633693695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061977967619895935, + 0.03609465807676315, + 0.033534158021211624, + 0.0576154887676239, + 0.02951132133603096, + 0.5921680927276611, + 0.04258294776082039, + 0.02728096768260002, + 0.04715587571263313, + 0.07207851111888885 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.062039099633693695 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001939084380865097 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.001939084380865097, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001939084380865097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11426111310720444, + 0.07178018987178802, + 0.05447448790073395, + 0.05964219197630882, + 0.046004798263311386, + 0.48744213581085205, + 0.08120652288198471, + 0.024185042828321457, + 0.026585038751363754, + 0.03441853076219559 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.001939084380865097 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot, the camera parallel to a galloping horse, moving close to the ground to emphasize its thunderous speed. In the frame, a dusty, ancient scholar leans over his horse, his hair bun blown loose by the wind, leaving strands of black hair, mingled with sweat, plastered to his dusty cheeks. His eyes reveal an anxious yet resolute expression. He wears a robe of coarse cloth, once a bluish-gray color, now mottled with yellow dust. The wide cuffs and hem whip wildly backward in the wind. He grips the reins tightly, his body heaving and swaying with the rhythm of the muscular, sweat-drenched dark brown steed beneath him. Each swift and powerful thump of the horse's hooves on the dry, cracked, winding mountain path stirs up a thick cloud of yellow sand. Illuminated by the golden evening sun, this dust lurches like a swirling, luminous mist, trailing them closely behind. The background is rolling desolate mountains and sparse dead trees. The whole scene is dominated by warm yellow tones, creating a vast, urgent and epic atmosphere.", + "seed": 19365, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_8/index_4579_seed_19365_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0914471043040976, + "vlm_logprob": -0.0914471043040976, + "vlm_yes_no_margin": 3.8999999880790712, + "vlm_token_credit": -0.0914471043040976, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.39987999200820923 + ], + "opposite_logprob_tokens": [ + -1.1498799324035645 + ], + "logprob_reward": -0.39987999200820923, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.39987999200820923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14037218689918518, + 0.09531832486391068, + 0.048612505197525024, + 0.029509836807847023, + 0.04464590921998024, + 0.03596140444278717, + 0.04906071722507477, + 0.4066714346408844, + 0.045466601848602295, + 0.10438108444213867 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.39987999200820923 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029830489307641983 + ], + "opposite_logprob_tokens": [ + -3.5298304557800293 + ], + "logprob_reward": -0.029830489307641983, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029830489307641983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6063616871833801, + 0.0525633879005909, + 0.03543355315923691, + 0.06338907778263092, + 0.02879316546022892, + 0.030429577454924583, + 0.039610154926776886, + 0.08074130117893219, + 0.02238098531961441, + 0.04029713571071625 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.029830489307641983 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632498629391193 + ], + "opposite_logprob_tokens": [ + -4.882632732391357 + ], + "logprob_reward": -0.007632498629391193, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632498629391193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14682595431804657, + 0.037651002407073975, + 0.03991631045937538, + 0.028585249558091164, + 0.029686585068702698, + 0.08263622969388962, + 0.03531942516565323, + 0.08075424283742905, + 0.016596294939517975, + 0.5020287036895752 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.007632498629391193 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181802704930305 + ], + "opposite_logprob_tokens": [ + -4.018181800842285 + ], + "logprob_reward": -0.018181802704930305, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181802704930305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2818477749824524, + 0.05433980002999306, + 0.03712720423936844, + 0.04248329624533653, + 0.049891941249370575, + 0.1731848269701004, + 0.03504698723554611, + 0.12724369764328003, + 0.021953415125608444, + 0.17688104510307312 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.018181802704930305 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle parallel to a galloping horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dusty ancient scholar leaning over a dark brown steed visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar wear a coarse bluish-gray robe mottled with yellow dust with wide cuffs whipping backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dry cracked winding mountain path with rolling desolate mountains and sparse dead trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by golden evening sun creating a dominant warm yellow tone with a thick cloud of yellow sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017107388703152537 + ], + "opposite_logprob_tokens": [ + -6.376710891723633 + ], + "logprob_reward": -0.0017107388703152537, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017107388703152537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4450358748435974, + 0.06924945116043091, + 0.05949230492115021, + 0.06621021032333374, + 0.02675708942115307, + 0.03143550828099251, + 0.04299451783299446, + 0.09410811215639114, + 0.026369430124759674, + 0.13834752142429352 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0017107388703152537 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_9/index_tensor([5327, 5327])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_9/index_tensor([5327, 5327])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2e430030a405c76b6643ee2b101ad3ae5016a476 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_9/index_tensor([5327, 5327])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, side-on tracking shot, employing a shallow depth of field, locks focus on a snow-white nine-tailed fox as it swiftly streaks through a mysterious forest. The fox's fur, pure as snow, gleams softly in the dappled light filtering through the dense treetops. Its nine long, fluffy tails flow like a flowing silken cascade, gracefully undulating with its every movement. With a barely-there agility, it navigates the tangled, mossy trunks of ancient trees, its body low, showcasing the muscular tones hidden beneath its fur. The forest in the background is blurred into a dreamy expanse of dark brown bark and golden sunlight. A light, ethereal mist lingers over the woodland, leaving only a few fallen leaves, lifted by its four legs, clearly visible on the ground. The fox's sapphire eyes, sparkling with wisdom, are always looking intently ahead. The whole picture achieves a perfect balance between dynamic tracking and static focus, creating a mythical atmosphere that is both peaceful and full of vitality.", + "seed": 30549, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_9/index_5327_seed_30549_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.22756803929805755, + "vlm_logprob": -0.22756803929805755, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.22756803929805755, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.657130241394043 + ], + "opposite_logprob_tokens": [ + -0.782130241394043 + ], + "logprob_reward": -0.657130241394043, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.657130241394043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10353574901819229, + 0.0667966976761818, + 0.15729212760925293, + 0.029623763635754585, + 0.06865907460451126, + 0.06677741557359695, + 0.06316715478897095, + 0.036697205156087875, + 0.3167136609554291, + 0.09073714166879654 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.657130241394043 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294746398925781 + ], + "opposite_logprob_tokens": [ + -2.237947463989258 + ], + "logprob_reward": -0.11294746398925781, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294746398925781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2849966287612915, + 0.026798393577337265, + 0.1204640343785286, + 0.0441603884100914, + 0.021488264203071594, + 0.05954654887318611, + 0.07348425686359406, + 0.027231555432081223, + 0.31501975655555725, + 0.026810195297002792 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.11294746398925781 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020593751221895218 + ], + "opposite_logprob_tokens": [ + -3.8955936431884766 + ], + "logprob_reward": -0.020593751221895218, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020593751221895218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11651037633419037, + 0.29435622692108154, + 0.13091155886650085, + 0.044335510581731796, + 0.05554122105240822, + 0.050299327820539474, + 0.033384859561920166, + 0.03660433366894722, + 0.15228980779647827, + 0.08576678484678268 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.020593751221895218 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033691760152578354 + ], + "opposite_logprob_tokens": [ + -3.408691644668579 + ], + "logprob_reward": -0.033691760152578354, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033691760152578354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4464237093925476, + 0.02829722687602043, + 0.07327312976121902, + 0.03598039224743843, + 0.023156335577368736, + 0.08425356447696686, + 0.014212440699338913, + 0.0336744524538517, + 0.20877179503440857, + 0.051956966519355774 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.033691760152578354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134769797325134 + ], + "opposite_logprob_tokens": [ + -1.3134770393371582 + ], + "logprob_reward": -0.3134769797325134, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134769797325134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21484342217445374, + 0.03687826916575432, + 0.046736836433410645, + 0.022676492109894753, + 0.028738070279359818, + 0.011192373000085354, + 0.014342203736305237, + 0.029851723462343216, + 0.5617556571960449, + 0.032984960824251175 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.3134769797325134 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, side-on tracking shot, employing a shallow depth of field, locks focus on a snow-white nine-tailed fox as it swiftly streaks through a mysterious forest. The fox's fur, pure as snow, gleams softly in the dappled light filtering through the dense treetops. Its nine long, fluffy tails flow like a flowing silken cascade, gracefully undulating with its every movement. With a barely-there agility, it navigates the tangled, mossy trunks of ancient trees, its body low, showcasing the muscular tones hidden beneath its fur. The forest in the background is blurred into a dreamy expanse of dark brown bark and golden sunlight. A light, ethereal mist lingers over the woodland, leaving only a few fallen leaves, lifted by its four legs, clearly visible on the ground. The fox's sapphire eyes, sparkling with wisdom, are always looking intently ahead. The whole picture achieves a perfect balance between dynamic tracking and static focus, creating a mythical atmosphere that is both peaceful and full of vitality.", + "seed": 30550, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_9/index_5327_seed_30550_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22655136305838824, + "vlm_logprob": -0.22655136305838824, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.22655136305838824, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6680172681808472 + ], + "opposite_logprob_tokens": [ + -0.7930172681808472 + ], + "logprob_reward": -0.6680172681808472, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6680172681808472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16294263303279877, + 0.11343066394329071, + 0.10066047310829163, + 0.06803443282842636, + 0.19561173021793365, + 0.04494718089699745, + 0.048230670392513275, + 0.03352148458361626, + 0.09261980652809143, + 0.14000095427036285 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.6680172681808472 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282339811325073 + ], + "opposite_logprob_tokens": [ + -2.0178234577178955 + ], + "logprob_reward": -0.14282339811325073, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282339811325073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05614268407225609, + 0.09594898670911789, + 0.21828065812587738, + 0.1478400081396103, + 0.04521884769201279, + 0.11316676437854767, + 0.20171144604682922, + 0.06635142117738724, + 0.016302863135933876, + 0.03903631120920181 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.14282339811325073 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014213516376912594 + ], + "opposite_logprob_tokens": [ + -4.264213562011719 + ], + "logprob_reward": -0.014213516376912594, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014213516376912594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11607655137777328, + 0.2099854201078415, + 0.09407378733158112, + 0.048796895891427994, + 0.3649308681488037, + 0.02434409409761429, + 0.05114543065428734, + 0.031441617757081985, + 0.023652100935578346, + 0.03555320203304291 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.014213516376912594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634573169052601 + ], + "opposite_logprob_tokens": [ + -3.651345729827881 + ], + "logprob_reward": -0.02634573169052601, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634573169052601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1514953225851059, + 0.16965550184249878, + 0.2061140388250351, + 0.14577285945415497, + 0.04812074452638626, + 0.04041082412004471, + 0.0834878534078598, + 0.06840644776821136, + 0.024605726823210716, + 0.061930686235427856 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.02634573169052601 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28135690093040466 + ], + "opposite_logprob_tokens": [ + -1.406356930732727 + ], + "logprob_reward": -0.28135690093040466, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28135690093040466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2728595733642578, + 0.1414436548948288, + 0.051329828798770905, + 0.08314575254917145, + 0.1101696565747261, + 0.04901445657014847, + 0.09034736454486847, + 0.05144912749528885, + 0.05445535480976105, + 0.0957852452993393 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.28135690093040466 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, side-on tracking shot, employing a shallow depth of field, locks focus on a snow-white nine-tailed fox as it swiftly streaks through a mysterious forest. The fox's fur, pure as snow, gleams softly in the dappled light filtering through the dense treetops. Its nine long, fluffy tails flow like a flowing silken cascade, gracefully undulating with its every movement. With a barely-there agility, it navigates the tangled, mossy trunks of ancient trees, its body low, showcasing the muscular tones hidden beneath its fur. The forest in the background is blurred into a dreamy expanse of dark brown bark and golden sunlight. A light, ethereal mist lingers over the woodland, leaving only a few fallen leaves, lifted by its four legs, clearly visible on the ground. The fox's sapphire eyes, sparkling with wisdom, are always looking intently ahead. The whole picture achieves a perfect balance between dynamic tracking and static focus, creating a mythical atmosphere that is both peaceful and full of vitality.", + "seed": 30551, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_9/index_5327_seed_30551_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.23547239676117898, + "vlm_logprob": -0.23547239676117898, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.23547239676117898, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5457435250282288 + ], + "opposite_logprob_tokens": [ + -0.9207435250282288 + ], + "logprob_reward": -0.5457435250282288, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5457435250282288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0709199607372284, + 0.04563611000776291, + 0.025518909096717834, + 0.07732539623975754, + 0.06935344636440277, + 0.02665027789771557, + 0.02563975192606449, + 0.5799072980880737, + 0.014699273742735386, + 0.06434965878725052 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.5457435250282288 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25211185216903687 + ], + "opposite_logprob_tokens": [ + -1.5021119117736816 + ], + "logprob_reward": -0.25211185216903687, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25211185216903687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020713351666927338, + 0.044328443706035614, + 0.03588072210550308, + 0.027017785236239433, + 0.05110948532819748, + 0.05080125853419304, + 0.015562418848276138, + 0.6883425712585449, + 0.027289237827062607, + 0.03895467892289162 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.25211185216903687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011093251407146454 + ], + "opposite_logprob_tokens": [ + -4.5110931396484375 + ], + "logprob_reward": -0.011093251407146454, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011093251407146454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05707281827926636, + 0.06690840423107147, + 0.1408371925354004, + 0.08293458074331284, + 0.0669674426317215, + 0.07366331666707993, + 0.052574269473552704, + 0.33542245626449585, + 0.06005079671740532, + 0.06356871128082275 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.011093251407146454 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495023354887962 + ], + "opposite_logprob_tokens": [ + -2.92995023727417 + ], + "logprob_reward": -0.05495023354887962, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495023354887962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026509899646043777, + 0.055429957807064056, + 0.051785506308078766, + 0.09142395853996277, + 0.1197926327586174, + 0.1084260419011116, + 0.02408388815820217, + 0.476228266954422, + 0.03175012767314911, + 0.01456977054476738 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.05495023354887962 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31346312165260315 + ], + "opposite_logprob_tokens": [ + -1.3134630918502808 + ], + "logprob_reward": -0.31346312165260315, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31346312165260315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04570705443620682, + 0.030285995453596115, + 0.023808559402823448, + 0.0555395744740963, + 0.046421974897384644, + 0.03930586203932762, + 0.089955173432827, + 0.5616746544837952, + 0.07721513509750366, + 0.03008597157895565 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.31346312165260315 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, side-on tracking shot, employing a shallow depth of field, locks focus on a snow-white nine-tailed fox as it swiftly streaks through a mysterious forest. The fox's fur, pure as snow, gleams softly in the dappled light filtering through the dense treetops. Its nine long, fluffy tails flow like a flowing silken cascade, gracefully undulating with its every movement. With a barely-there agility, it navigates the tangled, mossy trunks of ancient trees, its body low, showcasing the muscular tones hidden beneath its fur. The forest in the background is blurred into a dreamy expanse of dark brown bark and golden sunlight. A light, ethereal mist lingers over the woodland, leaving only a few fallen leaves, lifted by its four legs, clearly visible on the ground. The fox's sapphire eyes, sparkling with wisdom, are always looking intently ahead. The whole picture achieves a perfect balance between dynamic tracking and static focus, creating a mythical atmosphere that is both peaceful and full of vitality.", + "seed": 30552, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000055/group_9/index_5327_seed_30552_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20878941453993322, + "vlm_logprob": -0.20878941453993322, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.20878941453993322, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4092160165309906 + ], + "opposite_logprob_tokens": [ + -1.159216046333313 + ], + "logprob_reward": -0.4092160165309906, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.4092160165309906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12331675738096237, + 0.03223631903529167, + 0.04606326296925545, + 0.2118634581565857, + 0.18536844849586487, + 0.12191430479288101, + 0.08891388773918152, + 0.03166355937719345, + 0.06626138091087341, + 0.09239868819713593 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.4092160165309906 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033156722784042 + ], + "opposite_logprob_tokens": [ + -2.3503315448760986 + ], + "logprob_reward": -0.10033156722784042, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033156722784042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07823043316602707, + 0.05329956114292145, + 0.1707688271999359, + 0.08910706639289856, + 0.24668282270431519, + 0.11967319995164871, + 0.04596330597996712, + 0.0318940170109272, + 0.11843322217464447, + 0.045947521924972534 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.10033156722784042 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636268176138401 + ], + "opposite_logprob_tokens": [ + -3.651362657546997 + ], + "logprob_reward": -0.02636268176138401, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636268176138401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08222077041864395, + 0.01995484158396721, + 0.1462593823671341, + 0.07998185604810715, + 0.07363267242908478, + 0.08815079182386398, + 0.30326688289642334, + 0.04002127796411514, + 0.1398499608039856, + 0.026661548763513565 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.02636268176138401 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369821608066559 + ], + "opposite_logprob_tokens": [ + -3.408698320388794 + ], + "logprob_reward": -0.03369821608066559, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369821608066559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06974352151155472, + 0.02010175585746765, + 0.14505837857723236, + 0.07770959287881851, + 0.10856667906045914, + 0.2381656914949417, + 0.07133310288190842, + 0.07597390562295914, + 0.15066051483154297, + 0.04268679395318031 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -0.03369821608066559 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focus shallow with a snow-white nine-tailed fox as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fox moving swiftly through a forest with mossy trunks and fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fox's sapphire eyes visible and looking intently ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743385910987854 + ], + "opposite_logprob_tokens": [ + -0.9743385910987854 + ], + "logprob_reward": -0.4743385910987854, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743385910987854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19307923316955566, + 0.033732812851667404, + 0.1254662126302719, + 0.08329296112060547, + 0.26921549439430237, + 0.055801015347242355, + 0.07801225781440735, + 0.05827033147215843, + 0.06088315322995186, + 0.04224647581577301 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.4743385910987854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_0/index_tensor([4889, 4889])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_0/index_tensor([4889, 4889])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..045035a2c4ae65c74e2c021979e906e71c87c831 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_0/index_tensor([4889, 4889])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the style of photorealistic CGI cinematic realism, a steady medium shot follows a massive landing ship dock, its powerful hull painted a non-reflective navy gray and streaked with rust, as it plunges into the tsunami. The ship struggles in the fierce, turbulent sea, pitching and rolling violently amidst the chaotic, deep blue waves, crashing onto its port side and sending a massive spray of white water cascading down onto the deck. On the horizon, a vast, dark, roiling wall of water rises at a terrifying speed, a liquid mountain whose sheer surface is a vortex of shadows and movement. Above, an ominous, scarred sky seethes with heavy storm clouds of ashen gray and deep purple, pierced only by a cold, steely glow. This bleak lighting captures the foaming, wind-ripped crests of the approaching waves, casting a sinister glow as the naval vessel pushes forward, its structure groaning under immense pressure, creating an atmosphere of tension and despair, of impending, overwhelming disaster.", + "seed": 4284, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_0/index_4889_seed_4284_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2637096494436264, + "vlm_logprob": -0.2637096494436264, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.2637096494436264, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1375095844268799 + ], + "opposite_logprob_tokens": [ + -0.38750961422920227 + ], + "logprob_reward": -1.1375095844268799, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1375095844268799, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08965984731912613, + 0.06781018525362015, + 0.028526877984404564, + 0.0375790037214756, + 0.026452165096998215, + 0.04928235709667206, + 0.05100303515791893, + 0.054190292954444885, + 0.5305767059326172, + 0.06491949409246445 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -1.1375095844268799 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029840439558029175 + ], + "opposite_logprob_tokens": [ + -3.5298404693603516 + ], + "logprob_reward": -0.029840439558029175, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029840439558029175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09033110737800598, + 0.12253827601671219, + 0.03335283324122429, + 0.052188336849212646, + 0.03659944236278534, + 0.08750250190496445, + 0.07899032533168793, + 0.1765928417444229, + 0.2452126294374466, + 0.07669167965650558 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.029840439558029175 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811875730752945 + ], + "opposite_logprob_tokens": [ + -3.288118839263916 + ], + "logprob_reward": -0.03811875730752945, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811875730752945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11626456677913666, + 0.06822771579027176, + 0.06972900778055191, + 0.06950323283672333, + 0.04299963638186455, + 0.08581604063510895, + 0.1445094496011734, + 0.24217607080936432, + 0.08473290503025055, + 0.0760413184762001 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.03811875730752945 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002326101064682 + ], + "opposite_logprob_tokens": [ + -2.69502329826355 + ], + "logprob_reward": -0.07002326101064682, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002326101064682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0902595967054367, + 0.21322473883628845, + 0.07964984327554703, + 0.2842450439929962, + 0.022762496024370193, + 0.019782820716500282, + 0.051070038229227066, + 0.04801749810576439, + 0.1278899759054184, + 0.06309793144464493 + ], + "top_frames": [ + 3, + 1, + 8 + ], + "selected_reward": -0.07002326101064682 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305620491504669 + ], + "opposite_logprob_tokens": [ + -3.1680562496185303 + ], + "logprob_reward": -0.04305620491504669, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305620491504669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11992549896240234, + 0.24713630974292755, + 0.03669150173664093, + 0.13024590909481049, + 0.02261175401508808, + 0.02879267930984497, + 0.06166006997227669, + 0.02634262666106224, + 0.2498697191476822, + 0.07672387361526489 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.04305620491504669 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of photorealistic CGI cinematic realism, a steady medium shot follows a massive landing ship dock, its powerful hull painted a non-reflective navy gray and streaked with rust, as it plunges into the tsunami. The ship struggles in the fierce, turbulent sea, pitching and rolling violently amidst the chaotic, deep blue waves, crashing onto its port side and sending a massive spray of white water cascading down onto the deck. On the horizon, a vast, dark, roiling wall of water rises at a terrifying speed, a liquid mountain whose sheer surface is a vortex of shadows and movement. Above, an ominous, scarred sky seethes with heavy storm clouds of ashen gray and deep purple, pierced only by a cold, steely glow. This bleak lighting captures the foaming, wind-ripped crests of the approaching waves, casting a sinister glow as the naval vessel pushes forward, its structure groaning under immense pressure, creating an atmosphere of tension and despair, of impending, overwhelming disaster.", + "seed": 4285, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_0/index_4889_seed_4285_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.21945454888045787, + "vlm_logprob": -0.21945454888045787, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.21945454888045787, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9747793078422546 + ], + "opposite_logprob_tokens": [ + -0.47477930784225464 + ], + "logprob_reward": -0.9747793078422546, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9747793078422546, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20131076872348785, + 0.10734447091817856, + 0.047032441943883896, + 0.0402907133102417, + 0.041385214775800705, + 0.11124343425035477, + 0.05633750557899475, + 0.0607600212097168, + 0.05429903790354729, + 0.27999642491340637 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.9747793078422546 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814170882105827 + ], + "opposite_logprob_tokens": [ + -3.2881417274475098 + ], + "logprob_reward": -0.03814170882105827, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814170882105827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1567840427160263, + 0.26610231399536133, + 0.028175009414553642, + 0.04383048787713051, + 0.11684867739677429, + 0.17876869440078735, + 0.04930225387215614, + 0.04661049321293831, + 0.03498206287622452, + 0.07859597355127335 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.03814170882105827 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811933100223541 + ], + "opposite_logprob_tokens": [ + -3.288119316101074 + ], + "logprob_reward": -0.03811933100223541, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811933100223541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10356853157281876, + 0.15214070677757263, + 0.018608760088682175, + 0.05368152633309364, + 0.16196276247501373, + 0.2238355427980423, + 0.036462683230638504, + 0.13998325169086456, + 0.036387763917446136, + 0.07336844503879547 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.03811933100223541 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033697985112667084 + ], + "opposite_logprob_tokens": [ + -3.408698081970215 + ], + "logprob_reward": -0.033697985112667084, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033697985112667084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07985693961381912, + 0.2516845464706421, + 0.07100685685873032, + 0.029109319671988487, + 0.15707869827747345, + 0.2726375460624695, + 0.02307300642132759, + 0.02177385240793228, + 0.035251434892416, + 0.058527786284685135 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.033697985112667084 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534411624073982 + ], + "opposite_logprob_tokens": [ + -4.3875346183776855 + ], + "logprob_reward": -0.012534411624073982, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534411624073982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21736423671245575, + 0.06739909201860428, + 0.02944074384868145, + 0.04116077348589897, + 0.043447233736515045, + 0.331623911857605, + 0.055773597210645676, + 0.030793571844697, + 0.12425591051578522, + 0.05874093994498253 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.012534411624073982 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of photorealistic CGI cinematic realism, a steady medium shot follows a massive landing ship dock, its powerful hull painted a non-reflective navy gray and streaked with rust, as it plunges into the tsunami. The ship struggles in the fierce, turbulent sea, pitching and rolling violently amidst the chaotic, deep blue waves, crashing onto its port side and sending a massive spray of white water cascading down onto the deck. On the horizon, a vast, dark, roiling wall of water rises at a terrifying speed, a liquid mountain whose sheer surface is a vortex of shadows and movement. Above, an ominous, scarred sky seethes with heavy storm clouds of ashen gray and deep purple, pierced only by a cold, steely glow. This bleak lighting captures the foaming, wind-ripped crests of the approaching waves, casting a sinister glow as the naval vessel pushes forward, its structure groaning under immense pressure, creating an atmosphere of tension and despair, of impending, overwhelming disaster.", + "seed": 4286, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_0/index_4889_seed_4286_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09489352628588676, + "vlm_logprob": -0.09489352628588676, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.09489352628588676, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3887041509151459 + ], + "opposite_logprob_tokens": [ + -1.1387041807174683 + ], + "logprob_reward": -0.3887041509151459, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3887041509151459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6315026879310608, + 0.04027988389134407, + 0.025294438004493713, + 0.0815710723400116, + 0.037154942750930786, + 0.02012752927839756, + 0.010279867798089981, + 0.019122349098324776, + 0.11101596057415009, + 0.023651309311389923 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.3887041509151459 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097969900816679 + ], + "opposite_logprob_tokens": [ + -4.634797096252441 + ], + "logprob_reward": -0.0097969900816679, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097969900816679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36766794323921204, + 0.07027614861726761, + 0.054842837154865265, + 0.07857536524534225, + 0.06186534836888313, + 0.05328332632780075, + 0.05733426287770271, + 0.11455342173576355, + 0.07644160091876984, + 0.06515970826148987 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0097969900816679 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353510096669197 + ], + "opposite_logprob_tokens": [ + -3.651353597640991 + ], + "logprob_reward": -0.026353510096669197, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353510096669197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4961983263492584, + 0.02666880190372467, + 0.02325499802827835, + 0.050831012427806854, + 0.04608583450317383, + 0.042445071041584015, + 0.04758499190211296, + 0.10790260136127472, + 0.12070877104997635, + 0.038319602608680725 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.026353510096669197 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338184252381325 + ], + "opposite_logprob_tokens": [ + -3.6513381004333496 + ], + "logprob_reward": -0.026338184252381325, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338184252381325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2511376440525055, + 0.0669243186712265, + 0.033768896013498306, + 0.10510794073343277, + 0.23982591927051544, + 0.03698008507490158, + 0.038622088730335236, + 0.06253711134195328, + 0.10243359208106995, + 0.06266236305236816 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.026338184252381325 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023274796083569527 + ], + "opposite_logprob_tokens": [ + -3.7732748985290527 + ], + "logprob_reward": -0.023274796083569527, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023274796083569527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3215976357460022, + 0.04349775239825249, + 0.033908870071172714, + 0.030171005055308342, + 0.28310954570770264, + 0.04397179186344147, + 0.025414733216166496, + 0.028294583782553673, + 0.14964249730110168, + 0.04039163142442703 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.023274796083569527 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of photorealistic CGI cinematic realism, a steady medium shot follows a massive landing ship dock, its powerful hull painted a non-reflective navy gray and streaked with rust, as it plunges into the tsunami. The ship struggles in the fierce, turbulent sea, pitching and rolling violently amidst the chaotic, deep blue waves, crashing onto its port side and sending a massive spray of white water cascading down onto the deck. On the horizon, a vast, dark, roiling wall of water rises at a terrifying speed, a liquid mountain whose sheer surface is a vortex of shadows and movement. Above, an ominous, scarred sky seethes with heavy storm clouds of ashen gray and deep purple, pierced only by a cold, steely glow. This bleak lighting captures the foaming, wind-ripped crests of the approaching waves, casting a sinister glow as the naval vessel pushes forward, its structure groaning under immense pressure, creating an atmosphere of tension and despair, of impending, overwhelming disaster.", + "seed": 4287, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_0/index_4889_seed_4287_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.045000573992729186, + "vlm_logprob": -0.045000573992729186, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.045000573992729186, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14762096107006073 + ], + "opposite_logprob_tokens": [ + -2.022620916366577 + ], + "logprob_reward": -0.14762096107006073, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14762096107006073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0797114297747612, + 0.06982768326997757, + 0.034736111760139465, + 0.042726676911115646, + 0.093983955681324, + 0.04601047560572624, + 0.06685172021389008, + 0.13632367551326752, + 0.1011744812130928, + 0.32865381240844727 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.14762096107006073 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007641962729394436 + ], + "opposite_logprob_tokens": [ + -4.882641792297363 + ], + "logprob_reward": -0.007641962729394436, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007641962729394436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11987040191888809, + 0.0699491798877716, + 0.07182136178016663, + 0.16708636283874512, + 0.07575405389070511, + 0.03177102655172348, + 0.0655939131975174, + 0.07500702887773514, + 0.13508030772209167, + 0.18806636333465576 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.007641962729394436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038102004677057266 + ], + "opposite_logprob_tokens": [ + -3.2881019115448 + ], + "logprob_reward": -0.038102004677057266, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038102004677057266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047156963497400284, + 0.03905043005943298, + 0.023682670667767525, + 0.04778848960995674, + 0.04096289351582527, + 0.022304905578494072, + 0.019431577995419502, + 0.032624371349811554, + 0.04484565556049347, + 0.6821520924568176 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.038102004677057266 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020570863038301468 + ], + "opposite_logprob_tokens": [ + -3.895570755004883 + ], + "logprob_reward": -0.020570863038301468, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020570863038301468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13115450739860535, + 0.059178516268730164, + 0.09879665076732635, + 0.20813137292861938, + 0.10434430837631226, + 0.02952280081808567, + 0.050269078463315964, + 0.09469285607337952, + 0.0672687366604805, + 0.1566411703824997 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.020570863038301468 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive landing ship dock with a non-reflective navy gray hull streaked with rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship shown plunging into a tsunami and struggling by pitching and rolling violently in deep blue waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship crash onto its port side, sending a massive spray of white water cascading down onto the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast, dark, roiling wall of water on the horizon rising at speed, appearing as a vortex of shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky ominous with heavy storm clouds of ashen gray and deep purple, pierced by a cold, steely glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011067078448832035 + ], + "opposite_logprob_tokens": [ + -4.511066913604736 + ], + "logprob_reward": -0.011067078448832035, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011067078448832035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11440520733594894, + 0.05339302122592926, + 0.03592301160097122, + 0.17006120085716248, + 0.2500905692577362, + 0.025767255574464798, + 0.033446770161390305, + 0.06302064657211304, + 0.04131896421313286, + 0.21257330477237701 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.011067078448832035 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_1/index_tensor([8578, 8578])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_1/index_tensor([8578, 8578])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..966eafabdbe6ebf8d5a790ebcad3783fd3993866 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_1/index_tensor([8578, 8578])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from an extremely low, upward angle, the camera slowly and steadily moves forward, locking the viewer's gaze squarely on the face of a majestic, adult white tiger. The beast's snow-white fur is dotted with barely perceptible pale gray streaks, and in the dappled light filtering through the gloomy forest, each individual hair appears distinctly textured. Facing the camera, its muscular maw opens wide to its fullest, revealing a moist, pink interior and a barbed tongue. Two massive, ivory-textured canines gleam with a deadly coldness in the light, surrounded by smaller teeth of equal razor-sharpness. Its icy blue eyes narrow into murderous slits of intense rage, and its wiry white beard stretches forward with intense tension. With a silent yet powerful roar, emanating from its chest, the muscles of its neck and shoulders bulge, the force of which seems to shake the very air, and a stream of glistening saliva scatters from between its teeth. The background is a completely out-of-focus, deep and humid green jungle, creating a primitive, awe-inspiring sense of wild power and extremely tense oppression.", + "seed": 7526, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_1/index_8578_seed_7526_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14884417625144125, + "vlm_logprob": -0.14884417625144125, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.14884417625144125, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005389683414250612 + ], + "opposite_logprob_tokens": [ + -5.75538969039917 + ], + "logprob_reward": -0.005389683414250612, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.005389683414250612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10713107138872147, + 0.03733405843377113, + 0.030318759381771088, + 0.10949091613292694, + 0.0430963858962059, + 0.13917851448059082, + 0.0630432665348053, + 0.2764318883419037, + 0.15426583588123322, + 0.039709385484457016 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.005389683414250612 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933238506317139 + ], + "opposite_logprob_tokens": [ + -0.6933238506317139 + ], + "logprob_reward": -0.6933238506317139, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933238506317139, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2777784466743469, + 0.02604042924940586, + 0.033009521663188934, + 0.23632022738456726, + 0.056890882551670074, + 0.07834598422050476, + 0.07281225919723511, + 0.0601942241191864, + 0.1332617849111557, + 0.025346260517835617 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.6933238506317139 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819409430027008 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.01819409430027008, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819409430027008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11908838897943497, + 0.05393429473042488, + 0.049487482756376266, + 0.3256669044494629, + 0.046489182859659195, + 0.07948262244462967, + 0.1365203559398651, + 0.0719178318977356, + 0.08798851817846298, + 0.029424434527754784 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.01819409430027008 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058476023375988 + ], + "opposite_logprob_tokens": [ + -3.89558482170105 + ], + "logprob_reward": -0.02058476023375988, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058476023375988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08829160779714584, + 0.05022894963622093, + 0.04884494096040726, + 0.06623823940753937, + 0.07954832166433334, + 0.10908763855695724, + 0.16529704630374908, + 0.2823948860168457, + 0.07062695920467377, + 0.039441339671611786 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.02058476023375988 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067284926772117615 + ], + "opposite_logprob_tokens": [ + -5.006728649139404 + ], + "logprob_reward": -0.0067284926772117615, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067284926772117615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08219415694475174, + 0.07411429286003113, + 0.03178102895617485, + 0.16284510493278503, + 0.07615988701581955, + 0.1602858453989029, + 0.08440889418125153, + 0.21612051129341125, + 0.05213259533047676, + 0.05995766073465347 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.0067284926772117615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low, upward angle, the camera slowly and steadily moves forward, locking the viewer's gaze squarely on the face of a majestic, adult white tiger. The beast's snow-white fur is dotted with barely perceptible pale gray streaks, and in the dappled light filtering through the gloomy forest, each individual hair appears distinctly textured. Facing the camera, its muscular maw opens wide to its fullest, revealing a moist, pink interior and a barbed tongue. Two massive, ivory-textured canines gleam with a deadly coldness in the light, surrounded by smaller teeth of equal razor-sharpness. Its icy blue eyes narrow into murderous slits of intense rage, and its wiry white beard stretches forward with intense tension. With a silent yet powerful roar, emanating from its chest, the muscles of its neck and shoulders bulge, the force of which seems to shake the very air, and a stream of glistening saliva scatters from between its teeth. The background is a completely out-of-focus, deep and humid green jungle, creating a primitive, awe-inspiring sense of wild power and extremely tense oppression.", + "seed": 7527, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_1/index_8578_seed_7527_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19234773023054003, + "vlm_logprob": -0.19234773023054003, + "vlm_yes_no_margin": 3.549999952316284, + "vlm_token_credit": -0.19234773023054003, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005681911949068308 + ], + "opposite_logprob_tokens": [ + -6.005681991577148 + ], + "logprob_reward": -0.005681911949068308, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.005681911949068308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08285743743181229, + 0.030653128400444984, + 0.03539718687534332, + 0.019380182027816772, + 0.015500553883612156, + 0.01465190201997757, + 0.013983674347400665, + 0.698564887046814, + 0.019822631031274796, + 0.06918832659721375 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.005681911949068308 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8982805013656616 + ], + "opposite_logprob_tokens": [ + -0.5232805013656616 + ], + "logprob_reward": -0.8982805013656616, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8982805013656616, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03126227855682373, + 0.030924798920750618, + 0.16481716930866241, + 0.010152620263397694, + 0.0350438617169857, + 0.012006076984107494, + 0.01711837574839592, + 0.640379786491394, + 0.03699774667620659, + 0.021297214552760124 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.8982805013656616 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978801865130663 + ], + "opposite_logprob_tokens": [ + -4.6347880363464355 + ], + "logprob_reward": -0.00978801865130663, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978801865130663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02319604530930519, + 0.017714209854602814, + 0.1016305685043335, + 0.015548491850495338, + 0.01822194829583168, + 0.010042831301689148, + 0.013781748712062836, + 0.7839998602867126, + 0.011365541256964207, + 0.00449880538508296 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.00978801865130663 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029806768521666527 + ], + "opposite_logprob_tokens": [ + -3.5298068523406982 + ], + "logprob_reward": -0.029806768521666527, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029806768521666527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04950284957885742, + 0.06755513697862625, + 0.13472819328308105, + 0.026539290323853493, + 0.008394826203584671, + 0.010996867902576923, + 0.018964672461152077, + 0.6562831401824951, + 0.013629782944917679, + 0.013405229896306992 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.029806768521666527 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181814506649971 + ], + "opposite_logprob_tokens": [ + -4.018181324005127 + ], + "logprob_reward": -0.0181814506649971, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181814506649971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20299747586250305, + 0.022494124248623848, + 0.07477525621652603, + 0.015047634020447731, + 0.020191961899399757, + 0.02835790440440178, + 0.05559810996055603, + 0.5201403498649597, + 0.02642463520169258, + 0.03397251293063164 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.0181814506649971 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low, upward angle, the camera slowly and steadily moves forward, locking the viewer's gaze squarely on the face of a majestic, adult white tiger. The beast's snow-white fur is dotted with barely perceptible pale gray streaks, and in the dappled light filtering through the gloomy forest, each individual hair appears distinctly textured. Facing the camera, its muscular maw opens wide to its fullest, revealing a moist, pink interior and a barbed tongue. Two massive, ivory-textured canines gleam with a deadly coldness in the light, surrounded by smaller teeth of equal razor-sharpness. Its icy blue eyes narrow into murderous slits of intense rage, and its wiry white beard stretches forward with intense tension. With a silent yet powerful roar, emanating from its chest, the muscles of its neck and shoulders bulge, the force of which seems to shake the very air, and a stream of glistening saliva scatters from between its teeth. The background is a completely out-of-focus, deep and humid green jungle, creating a primitive, awe-inspiring sense of wild power and extremely tense oppression.", + "seed": 7528, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_1/index_8578_seed_7528_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20657785814255475, + "vlm_logprob": -0.20657785814255475, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.20657785814255475, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005557088181376457 + ], + "opposite_logprob_tokens": [ + -5.630557060241699 + ], + "logprob_reward": -0.005557088181376457, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.005557088181376457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11088856309652328, + 0.05676982179284096, + 0.05994946509599686, + 0.21097542345523834, + 0.07184932380914688, + 0.1440287083387375, + 0.029809221625328064, + 0.17744244635105133, + 0.049964092671871185, + 0.08832288533449173 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.005557088181376457 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742329716682434 + ], + "opposite_logprob_tokens": [ + -0.4742329716682434 + ], + "logprob_reward": -0.9742329716682434, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742329716682434, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07363548129796982, + 0.06542740017175674, + 0.285565584897995, + 0.10028356313705444, + 0.04853629320859909, + 0.07178348302841187, + 0.09405886381864548, + 0.07163374871015549, + 0.08245256543159485, + 0.10662306100130081 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.9742329716682434 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547596357762814 + ], + "opposite_logprob_tokens": [ + -4.387547492980957 + ], + "logprob_reward": -0.012547596357762814, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547596357762814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0965849831700325, + 0.10288435220718384, + 0.18112705647945404, + 0.11176881939172745, + 0.051561225205659866, + 0.08645759522914886, + 0.09842831641435623, + 0.1323910504579544, + 0.0965731218457222, + 0.0422234870493412 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.012547596357762814 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026362799108028412 + ], + "opposite_logprob_tokens": [ + -3.651362895965576 + ], + "logprob_reward": -0.026362799108028412, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026362799108028412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07311181724071503, + 0.10584687441587448, + 0.2948608994483948, + 0.06974305212497711, + 0.048698700964450836, + 0.0425640270113945, + 0.06566063314676285, + 0.1502736508846283, + 0.08955998718738556, + 0.05968042090535164 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.026362799108028412 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014188835397362709 + ], + "opposite_logprob_tokens": [ + -4.264188766479492 + ], + "logprob_reward": -0.014188835397362709, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014188835397362709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2063623070716858, + 0.11679098755121231, + 0.05164482071995735, + 0.07036161422729492, + 0.09558872878551483, + 0.07775333523750305, + 0.1369784027338028, + 0.09256526082754135, + 0.057520050555467606, + 0.09443450719118118 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.014188835397362709 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low, upward angle, the camera slowly and steadily moves forward, locking the viewer's gaze squarely on the face of a majestic, adult white tiger. The beast's snow-white fur is dotted with barely perceptible pale gray streaks, and in the dappled light filtering through the gloomy forest, each individual hair appears distinctly textured. Facing the camera, its muscular maw opens wide to its fullest, revealing a moist, pink interior and a barbed tongue. Two massive, ivory-textured canines gleam with a deadly coldness in the light, surrounded by smaller teeth of equal razor-sharpness. Its icy blue eyes narrow into murderous slits of intense rage, and its wiry white beard stretches forward with intense tension. With a silent yet powerful roar, emanating from its chest, the muscles of its neck and shoulders bulge, the force of which seems to shake the very air, and a stream of glistening saliva scatters from between its teeth. The background is a completely out-of-focus, deep and humid green jungle, creating a primitive, awe-inspiring sense of wild power and extremely tense oppression.", + "seed": 7529, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_1/index_8578_seed_7529_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1170540114864707, + "vlm_logprob": -0.1170540114864707, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.1170540114864707, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007126743905246258 + ], + "opposite_logprob_tokens": [ + -5.382126808166504 + ], + "logprob_reward": -0.007126743905246258, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.007126743905246258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06672759354114532, + 0.04941374436020851, + 0.04505860432982445, + 0.6307810544967651, + 0.02817990630865097, + 0.03418990969657898, + 0.017783094197511673, + 0.036199040710926056, + 0.04763082042336464, + 0.04403628408908844 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.007126743905246258 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233078002929688 + ], + "opposite_logprob_tokens": [ + -0.8983078002929688 + ], + "logprob_reward": -0.5233078002929688, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233078002929688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12408033758401871, + 0.07301528006792068, + 0.02756986953318119, + 0.5256713032722473, + 0.03512747213244438, + 0.028687719255685806, + 0.03555455058813095, + 0.08678445219993591, + 0.02195306122303009, + 0.04155587777495384 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.5233078002929688 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071535646915436 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.016071535646915436, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071535646915436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2945457994937897, + 0.03196464478969574, + 0.033557090908288956, + 0.3379860818386078, + 0.037277963012456894, + 0.01828915998339653, + 0.07171867787837982, + 0.12098901718854904, + 0.03909410536289215, + 0.014577501453459263 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.016071535646915436 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058791182935238 + ], + "opposite_logprob_tokens": [ + -3.895587921142578 + ], + "logprob_reward": -0.02058791182935238, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058791182935238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5232071280479431, + 0.054340463131666183, + 0.05000714957714081, + 0.022700462490320206, + 0.039307091385126114, + 0.029801126569509506, + 0.08023544400930405, + 0.15961498022079468, + 0.024878324940800667, + 0.015907730907201767 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.02058791182935238 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an adult white tiger facing the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low, upward angle moving slowly and steadily forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger open its maw wide to reveal a pink interior, barbed tongue, and gleaming ivory canines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the tiger's eyes narrowed into slits while its neck and shoulder muscles bulge as if roaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely out-of-focus, deep green jungle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018176065757870674 + ], + "opposite_logprob_tokens": [ + -4.018176078796387 + ], + "logprob_reward": -0.018176065757870674, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018176065757870674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12212473899126053, + 0.05762230604887009, + 0.02605694904923439, + 0.26339811086654663, + 0.09563316404819489, + 0.030611276626586914, + 0.31951290369033813, + 0.026410484686493874, + 0.03275683894753456, + 0.02587314322590828 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.018176065757870674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_10/index_tensor([7152, 7152])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_10/index_tensor([7152, 7152])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c8b93460ce112292c0732c671e0dd60651508f6d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_10/index_tensor([7152, 7152])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a surreal, high-definition digital aesthetic, the film begins with a slow, graceful, doll-like movement, sliding horizontally across the magnificent, ornate facade of a sprawling limestone mansion. Soft, golden morning light casts long shadows across the intricate carvings and towering pillars, rendering every detail with crisp 4K clarity. As the camera continues its steady, uninterrupted path, it perfectly aligns with a spotless, large bay window, revealing a brightly lit, luxurious bathroom. Through the pristine glass, a woman with dark black hair pulled back into a sleek, elegant bun can be seen leaning against a large, ornate mirror. She wears a lustrous, blush-tinged silk robe, the fabric striking in its allure. She meticulously shapes her eyebrows with precise, deliberate movements, her expression intense and unwavering. In her right hand, she holds a pair of pointed metal tweezers, while with her left, she gently pinches the skin above her eyes. The soft morning light from the window and the warm, even glow from the bulb in the mirror-framed dressing table combine to illuminate the scene, creating a focused halo around her face, while the luxurious surroundings of white marble countertops, gleaming gilded fixtures, and crystal accents fade into the soft-focus background, establishing an atmosphere of quiet, personal ritual, and focused perfection.", + "seed": 29972, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_10/index_7152_seed_29972_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.039817267656326295, + "vlm_logprob": -0.039817267656326295, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.039817267656326295, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05737753584980965 + ], + "opposite_logprob_tokens": [ + -2.932377576828003 + ], + "logprob_reward": -0.05737753584980965, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05737753584980965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20764006674289703, + 0.10276803374290466, + 0.045452095568180084, + 0.11020562797784805, + 0.20065192878246307, + 0.1234622374176979, + 0.06389686465263367, + 0.0434844046831131, + 0.07565775513648987, + 0.026780998334288597 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.05737753584980965 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956635810434818 + ], + "opposite_logprob_tokens": [ + -5.130956649780273 + ], + "logprob_reward": -0.005956635810434818, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956635810434818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16929809749126434, + 0.1863529235124588, + 0.09285755455493927, + 0.07472288608551025, + 0.07311991602182388, + 0.13900968432426453, + 0.12694083154201508, + 0.043529242277145386, + 0.06746182590723038, + 0.026707010343670845 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.005956635810434818 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195887371897697 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014195887371897697, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195887371897697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08274032175540924, + 0.15369373559951782, + 0.03870102018117905, + 0.04733201861381531, + 0.0856972485780716, + 0.1800365149974823, + 0.14261740446090698, + 0.10187938064336777, + 0.1289622038602829, + 0.03834015130996704 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.014195887371897697 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292202025651932 + ], + "opposite_logprob_tokens": [ + -2.237921953201294 + ], + "logprob_reward": -0.11292202025651932, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292202025651932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19393236935138702, + 0.07850165665149689, + 0.03567075729370117, + 0.06840593367815018, + 0.05187557265162468, + 0.08659450709819794, + 0.11969601362943649, + 0.17822451889514923, + 0.09385145455598831, + 0.0932471975684166 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.11292202025651932 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863425899296999 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.00863425899296999, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863425899296999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21385355293750763, + 0.10656312108039856, + 0.052941977977752686, + 0.1661851853132248, + 0.034595753997564316, + 0.10083164274692535, + 0.11528290808200836, + 0.10309799015522003, + 0.057841215282678604, + 0.048806603997945786 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.00863425899296999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a surreal, high-definition digital aesthetic, the film begins with a slow, graceful, doll-like movement, sliding horizontally across the magnificent, ornate facade of a sprawling limestone mansion. Soft, golden morning light casts long shadows across the intricate carvings and towering pillars, rendering every detail with crisp 4K clarity. As the camera continues its steady, uninterrupted path, it perfectly aligns with a spotless, large bay window, revealing a brightly lit, luxurious bathroom. Through the pristine glass, a woman with dark black hair pulled back into a sleek, elegant bun can be seen leaning against a large, ornate mirror. She wears a lustrous, blush-tinged silk robe, the fabric striking in its allure. She meticulously shapes her eyebrows with precise, deliberate movements, her expression intense and unwavering. In her right hand, she holds a pair of pointed metal tweezers, while with her left, she gently pinches the skin above her eyes. The soft morning light from the window and the warm, even glow from the bulb in the mirror-framed dressing table combine to illuminate the scene, creating a focused halo around her face, while the luxurious surroundings of white marble countertops, gleaming gilded fixtures, and crystal accents fade into the soft-focus background, establishing an atmosphere of quiet, personal ritual, and focused perfection.", + "seed": 29973, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_10/index_7152_seed_29973_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1016167102381587, + "vlm_logprob": -0.1016167102381587, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.1016167102381587, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38995054364204407 + ], + "opposite_logprob_tokens": [ + -1.1399505138397217 + ], + "logprob_reward": -0.38995054364204407, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38995054364204407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12961456179618835, + 0.08225187659263611, + 0.1174018532037735, + 0.04707475006580353, + 0.04977460205554962, + 0.08740640431642532, + 0.15498678386211395, + 0.028465718030929565, + 0.12476656585931778, + 0.17825691401958466 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.38995054364204407 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012563253752887249 + ], + "opposite_logprob_tokens": [ + -4.387563228607178 + ], + "logprob_reward": -0.012563253752887249, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012563253752887249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1730826050043106, + 0.06812893599271774, + 0.04317575693130493, + 0.0700613334774971, + 0.05646944418549538, + 0.14669105410575867, + 0.17205429077148438, + 0.03492480516433716, + 0.046454425901174545, + 0.1889573186635971 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.012563253752887249 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978860817849636 + ], + "opposite_logprob_tokens": [ + -4.634788513183594 + ], + "logprob_reward": -0.00978860817849636, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978860817849636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0883805900812149, + 0.08852048963308334, + 0.028256019577383995, + 0.032746125012636185, + 0.030501635745167732, + 0.03796703368425369, + 0.07733466476202011, + 0.05753067880868912, + 0.17449218034744263, + 0.384270578622818 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.00978860817849636 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904578536748886 + ], + "opposite_logprob_tokens": [ + -2.464045763015747 + ], + "logprob_reward": -0.08904578536748886, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904578536748886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05823594331741333, + 0.06650944799184799, + 0.03101738914847374, + 0.027161501348018646, + 0.011991417966783047, + 0.04224900156259537, + 0.048968732357025146, + 0.036856938153505325, + 0.22291843593120575, + 0.45409122109413147 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.08904578536748886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735360249876976 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.006735360249876976, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735360249876976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0591312013566494, + 0.03325360640883446, + 0.032662905752658844, + 0.017081156373023987, + 0.014800789766013622, + 0.028626376762986183, + 0.06503961235284805, + 0.028696568682789803, + 0.07115394622087479, + 0.6495538353919983 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.006735360249876976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a surreal, high-definition digital aesthetic, the film begins with a slow, graceful, doll-like movement, sliding horizontally across the magnificent, ornate facade of a sprawling limestone mansion. Soft, golden morning light casts long shadows across the intricate carvings and towering pillars, rendering every detail with crisp 4K clarity. As the camera continues its steady, uninterrupted path, it perfectly aligns with a spotless, large bay window, revealing a brightly lit, luxurious bathroom. Through the pristine glass, a woman with dark black hair pulled back into a sleek, elegant bun can be seen leaning against a large, ornate mirror. She wears a lustrous, blush-tinged silk robe, the fabric striking in its allure. She meticulously shapes her eyebrows with precise, deliberate movements, her expression intense and unwavering. In her right hand, she holds a pair of pointed metal tweezers, while with her left, she gently pinches the skin above her eyes. The soft morning light from the window and the warm, even glow from the bulb in the mirror-framed dressing table combine to illuminate the scene, creating a focused halo around her face, while the luxurious surroundings of white marble countertops, gleaming gilded fixtures, and crystal accents fade into the soft-focus background, establishing an atmosphere of quiet, personal ritual, and focused perfection.", + "seed": 29974, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_10/index_7152_seed_29974_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.035348253697156905, + "vlm_logprob": -0.035348253697156905, + "vlm_yes_no_margin": 3.999999976158142, + "vlm_token_credit": -0.035348253697156905, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02176308073103428 + ], + "opposite_logprob_tokens": [ + -3.8967630863189697 + ], + "logprob_reward": -0.02176308073103428, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02176308073103428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1152435764670372, + 0.06675074994564056, + 0.054410163313150406, + 0.16601961851119995, + 0.14603181183338165, + 0.046313729137182236, + 0.026685446500778198, + 0.19384844601154327, + 0.13976773619651794, + 0.0449286624789238 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.02176308073103428 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547360733151436 + ], + "opposite_logprob_tokens": [ + -4.387547492980957 + ], + "logprob_reward": -0.012547360733151436, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547360733151436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0832890048623085, + 0.04988667741417885, + 0.04504639655351639, + 0.09498398005962372, + 0.06748723983764648, + 0.1284576952457428, + 0.029698047786951065, + 0.2482297569513321, + 0.12207278609275818, + 0.13084830343723297 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.012547360733151436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640640415251255 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640640415251255, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640640415251255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03395894914865494, + 0.044428013265132904, + 0.016119664534926414, + 0.1461126208305359, + 0.02247617579996586, + 0.03959142044186592, + 0.019146200269460678, + 0.45038071274757385, + 0.16694726049900055, + 0.060838956385850906 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.008640640415251255 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705719470977783 + ], + "opposite_logprob_tokens": [ + -2.1270570755004883 + ], + "logprob_reward": -0.12705719470977783, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12705719470977783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036116823554039, + 0.03310781344771385, + 0.01940424181520939, + 0.23744937777519226, + 0.02623407356441021, + 0.038398727774620056, + 0.08324737846851349, + 0.27350738644599915, + 0.10644116997718811, + 0.14609302580356598 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.12705719470977783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732991896569729 + ], + "opposite_logprob_tokens": [ + -5.006732940673828 + ], + "logprob_reward": -0.006732991896569729, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732991896569729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10165280103683472, + 0.06988923996686935, + 0.04483914002776146, + 0.30805787444114685, + 0.05399288237094879, + 0.07539233565330505, + 0.03010859526693821, + 0.18800653517246246, + 0.06747504323720932, + 0.06058553233742714 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.006732991896569729 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a surreal, high-definition digital aesthetic, the film begins with a slow, graceful, doll-like movement, sliding horizontally across the magnificent, ornate facade of a sprawling limestone mansion. Soft, golden morning light casts long shadows across the intricate carvings and towering pillars, rendering every detail with crisp 4K clarity. As the camera continues its steady, uninterrupted path, it perfectly aligns with a spotless, large bay window, revealing a brightly lit, luxurious bathroom. Through the pristine glass, a woman with dark black hair pulled back into a sleek, elegant bun can be seen leaning against a large, ornate mirror. She wears a lustrous, blush-tinged silk robe, the fabric striking in its allure. She meticulously shapes her eyebrows with precise, deliberate movements, her expression intense and unwavering. In her right hand, she holds a pair of pointed metal tweezers, while with her left, she gently pinches the skin above her eyes. The soft morning light from the window and the warm, even glow from the bulb in the mirror-framed dressing table combine to illuminate the scene, creating a focused halo around her face, while the luxurious surroundings of white marble countertops, gleaming gilded fixtures, and crystal accents fade into the soft-focus background, establishing an atmosphere of quiet, personal ritual, and focused perfection.", + "seed": 29975, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_10/index_7152_seed_29975_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10963737508282065, + "vlm_logprob": -0.10963737508282065, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.10963737508282065, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3183772563934326 + ], + "opposite_logprob_tokens": [ + -1.3183772563934326 + ], + "logprob_reward": -0.3183772563934326, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3183772563934326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18336240947246552, + 0.2517637312412262, + 0.06608977168798447, + 0.18337437510490417, + 0.026184380054473877, + 0.09764917194843292, + 0.05301017314195633, + 0.04884606599807739, + 0.03746289759874344, + 0.05225696042180061 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.3183772563934326 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902370393276215 + ], + "opposite_logprob_tokens": [ + -2.579023599624634 + ], + "logprob_reward": -0.07902370393276215, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902370393276215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07411982119083405, + 0.16293781995773315, + 0.04749511554837227, + 0.19699731469154358, + 0.02285013161599636, + 0.14930865168571472, + 0.04625312611460686, + 0.0791807696223259, + 0.034404534846544266, + 0.18645265698432922 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.07902370393276215 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607857272028923 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.01607857272028923, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607857272028923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10013828426599503, + 0.24040696024894714, + 0.062052033841609955, + 0.16045042872428894, + 0.03567163646221161, + 0.06498515605926514, + 0.09401823580265045, + 0.09038393944501877, + 0.08593091368675232, + 0.06596238166093826 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.01607857272028923 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270756721496582 + ], + "opposite_logprob_tokens": [ + -2.127075672149658 + ], + "logprob_reward": -0.1270756721496582, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270756721496582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09495387971401215, + 0.11030882596969604, + 0.06565017253160477, + 0.277384877204895, + 0.041993334889411926, + 0.05681977421045303, + 0.06231900304555893, + 0.06349572539329529, + 0.07560513913631439, + 0.15146930515766144 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.1270756721496582 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a slow, graceful, doll-like camera movement sliding horizontally across an ornate limestone mansion facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a luxurious bathroom with white marble countertops, gilded fixtures, and crystal accents visible through a large bay window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark black hair in a sleek bun wearing a blush-tinged silk robe visible leaning against an ornate mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding pointed metal tweezers in her right hand and pinching the skin above her eyes with her left hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning light and a warm bulb glow creating a focused halo around the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631670217961073 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631670217961073, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631670217961073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12745067477226257, + 0.11977119743824005, + 0.05770161375403404, + 0.4299798607826233, + 0.027280408889055252, + 0.0752631276845932, + 0.03553539514541626, + 0.03528979793190956, + 0.05499928444623947, + 0.03672869876027107 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.007631670217961073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_11/index_tensor([4533, 4533])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_11/index_tensor([4533, 4533])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8c592e67399edc9959b5a5f27eae2327d86d4b2b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_11/index_tensor([4533, 4533])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "resolute, locked-off split-horizon shot captures a captivating natural contradiction and the rural charm of a pond-filled landscape. Above the waterline, the surface is a tranquil, unbroken mosaic of distinctive, diamond-shaped water chestnut leaves, their waxy, deep-green surfaces floating in perfect stillness under the soft, golden glow of the late afternoon sun. Beneath this tranquil exterior, the clear, tea-stained water reveals a vibrant world. A powerful, unseen deep current causes the slender, green-brown underwater stems to perform a unified, mesmerizing dance. They sway gracefully yet relentlessly in one direction, bending and straightening in hypnotic, synchronized waves, their feathery underwater roots trailing like silk banners. Sparkling patterns of light created by sunlight filtering through the water's surface, punctuated by the swaying stems and the silty bottom, highlight the contrast between the serene, static world above and the powerful, rhythmic energy pulsating below, creating an atmosphere both profoundly tranquil and vibrant.", + "seed": 32615, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_11/index_4533_seed_32615_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07538418639451265, + "vlm_logprob": -0.07538418639451265, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.07538418639451265, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.059477534145116806 + ], + "opposite_logprob_tokens": [ + -3.0594775676727295 + ], + "logprob_reward": -0.059477534145116806, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.059477534145116806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18592460453510284, + 0.13427849113941193, + 0.08603344857692719, + 0.07320795208215714, + 0.11690046638250351, + 0.03863609954714775, + 0.07111109793186188, + 0.07056303322315216, + 0.13416415452957153, + 0.08918065577745438 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.059477534145116806 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012566902674734592 + ], + "opposite_logprob_tokens": [ + -4.387567043304443 + ], + "logprob_reward": -0.012566902674734592, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012566902674734592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20447386801242828, + 0.12420114129781723, + 0.15763528645038605, + 0.18361002206802368, + 0.08082952350378036, + 0.043433867394924164, + 0.03279970586299896, + 0.03211262449622154, + 0.03890487179160118, + 0.10199914127588272 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.012566902674734592 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002782076597214 + ], + "opposite_logprob_tokens": [ + -2.6950278282165527 + ], + "logprob_reward": -0.07002782076597214, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002782076597214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32680603861808777, + 0.11559110879898071, + 0.043739039450883865, + 0.044896647334098816, + 0.06459809094667435, + 0.12234669178724289, + 0.1052234098315239, + 0.05824233219027519, + 0.056658606976270676, + 0.06189801171422005 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.07002782076597214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798931360244751 + ], + "opposite_logprob_tokens": [ + -1.804893136024475 + ], + "logprob_reward": -0.1798931360244751, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798931360244751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29307302832603455, + 0.10058429092168808, + 0.074943907558918, + 0.12598733603954315, + 0.1540622115135193, + 0.04424962401390076, + 0.037274740636348724, + 0.05076603963971138, + 0.05657840147614479, + 0.06248041242361069 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.1798931360244751 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495553836226463 + ], + "opposite_logprob_tokens": [ + -2.92995548248291 + ], + "logprob_reward": -0.05495553836226463, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495553836226463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3161163330078125, + 0.09995017945766449, + 0.08474057167768478, + 0.07004214078187943, + 0.11873150616884232, + 0.09268049150705338, + 0.06671055406332016, + 0.02415275201201439, + 0.03863116726279259, + 0.08824427425861359 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.05495553836226463 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "resolute, locked-off split-horizon shot captures a captivating natural contradiction and the rural charm of a pond-filled landscape. Above the waterline, the surface is a tranquil, unbroken mosaic of distinctive, diamond-shaped water chestnut leaves, their waxy, deep-green surfaces floating in perfect stillness under the soft, golden glow of the late afternoon sun. Beneath this tranquil exterior, the clear, tea-stained water reveals a vibrant world. A powerful, unseen deep current causes the slender, green-brown underwater stems to perform a unified, mesmerizing dance. They sway gracefully yet relentlessly in one direction, bending and straightening in hypnotic, synchronized waves, their feathery underwater roots trailing like silk banners. Sparkling patterns of light created by sunlight filtering through the water's surface, punctuated by the swaying stems and the silty bottom, highlight the contrast between the serene, static world above and the powerful, rhythmic energy pulsating below, creating an atmosphere both profoundly tranquil and vibrant.", + "seed": 32616, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_11/index_4533_seed_32616_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18290367163717747, + "vlm_logprob": -0.18290367163717747, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.18290367163717747, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6388261318206787 + ], + "opposite_logprob_tokens": [ + -0.7638261318206787 + ], + "logprob_reward": -0.6388261318206787, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6388261318206787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13141824305057526, + 0.13378652930259705, + 0.05473414808511734, + 0.14722055196762085, + 0.03603709489107132, + 0.06369660049676895, + 0.333493709564209, + 0.07717602699995041, + 0.010024852119386196, + 0.0124122379347682 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.6388261318206787 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01610766537487507 + ], + "opposite_logprob_tokens": [ + -4.141107559204102 + ], + "logprob_reward": -0.01610766537487507, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01610766537487507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08685532957315445, + 0.04768333211541176, + 0.16560699045658112, + 0.1437157243490219, + 0.03817905858159065, + 0.0463094599545002, + 0.20619185268878937, + 0.18624645471572876, + 0.015457453206181526, + 0.06375432014465332 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.01610766537487507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294661462306976 + ], + "opposite_logprob_tokens": [ + -2.2379465103149414 + ], + "logprob_reward": -0.11294661462306976, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294661462306976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09086108207702637, + 0.050256215035915375, + 0.06922682374715805, + 0.07565917819738388, + 0.03537306934595108, + 0.30825522541999817, + 0.17326697707176208, + 0.16514575481414795, + 0.014131931588053703, + 0.017823724076151848 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.11294661462306976 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370293974876404 + ], + "opposite_logprob_tokens": [ + -3.408702850341797 + ], + "logprob_reward": -0.03370293974876404, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370293974876404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20241767168045044, + 0.2741011679172516, + 0.07407058775424957, + 0.06493635475635529, + 0.12104842066764832, + 0.052333373576402664, + 0.05729992315173149, + 0.11137864738702774, + 0.011935018934309483, + 0.03047884814441204 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.03370293974876404 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293500661849976 + ], + "opposite_logprob_tokens": [ + -2.2379350662231445 + ], + "logprob_reward": -0.11293500661849976, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293500661849976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05543668195605278, + 0.0649140328168869, + 0.14697694778442383, + 0.07851887494325638, + 0.039580196142196655, + 0.2848847806453705, + 0.20791704952716827, + 0.07559005171060562, + 0.030273903161287308, + 0.01590748131275177 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.11293500661849976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "resolute, locked-off split-horizon shot captures a captivating natural contradiction and the rural charm of a pond-filled landscape. Above the waterline, the surface is a tranquil, unbroken mosaic of distinctive, diamond-shaped water chestnut leaves, their waxy, deep-green surfaces floating in perfect stillness under the soft, golden glow of the late afternoon sun. Beneath this tranquil exterior, the clear, tea-stained water reveals a vibrant world. A powerful, unseen deep current causes the slender, green-brown underwater stems to perform a unified, mesmerizing dance. They sway gracefully yet relentlessly in one direction, bending and straightening in hypnotic, synchronized waves, their feathery underwater roots trailing like silk banners. Sparkling patterns of light created by sunlight filtering through the water's surface, punctuated by the swaying stems and the silty bottom, highlight the contrast between the serene, static world above and the powerful, rhythmic energy pulsating below, creating an atmosphere both profoundly tranquil and vibrant.", + "seed": 32617, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_11/index_4533_seed_32617_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.050024982262402776, + "vlm_logprob": -0.050024982262402776, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.050024982262402776, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06076665222644806 + ], + "opposite_logprob_tokens": [ + -2.9357666969299316 + ], + "logprob_reward": -0.06076665222644806, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06076665222644806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2550511658191681, + 0.15169358253479004, + 0.0920478105545044, + 0.11186297237873077, + 0.10993101447820663, + 0.022786537185311317, + 0.045799899846315384, + 0.07192876935005188, + 0.08417507261037827, + 0.054723192006349564 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.06076665222644806 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006768277380615473 + ], + "opposite_logprob_tokens": [ + -5.006768226623535 + ], + "logprob_reward": -0.006768277380615473, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006768277380615473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3144221603870392, + 0.1603323370218277, + 0.10776858031749725, + 0.05018177255988121, + 0.07642095535993576, + 0.03642027825117111, + 0.09717635065317154, + 0.08223441988229752, + 0.040041327476501465, + 0.03500191867351532 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.006768277380615473 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495869740843773 + ], + "opposite_logprob_tokens": [ + -2.9299585819244385 + ], + "logprob_reward": -0.05495869740843773, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495869740843773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48052671551704407, + 0.1035897433757782, + 0.0528615266084671, + 0.044932056218385696, + 0.053207069635391235, + 0.06457915902137756, + 0.0631682500243187, + 0.06756991147994995, + 0.028913378715515137, + 0.04065215215086937 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.05495869740843773 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865682125091553 + ], + "opposite_logprob_tokens": [ + -3.048656940460205 + ], + "logprob_reward": -0.04865682125091553, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865682125091553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29612934589385986, + 0.08196546882390976, + 0.07672779262065887, + 0.08113433420658112, + 0.1366589218378067, + 0.045895129442214966, + 0.05850140377879143, + 0.06529372930526733, + 0.061062343418598175, + 0.0966314971446991 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.04865682125091553 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897446304559708 + ], + "opposite_logprob_tokens": [ + -2.578974485397339 + ], + "logprob_reward": -0.07897446304559708, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897446304559708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34225034713745117, + 0.1372102051973343, + 0.11751800030469894, + 0.06450153142213821, + 0.08918657153844833, + 0.02571229264140129, + 0.08703850209712982, + 0.03634686768054962, + 0.06125392019748688, + 0.038981832563877106 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07897446304559708 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "resolute, locked-off split-horizon shot captures a captivating natural contradiction and the rural charm of a pond-filled landscape. Above the waterline, the surface is a tranquil, unbroken mosaic of distinctive, diamond-shaped water chestnut leaves, their waxy, deep-green surfaces floating in perfect stillness under the soft, golden glow of the late afternoon sun. Beneath this tranquil exterior, the clear, tea-stained water reveals a vibrant world. A powerful, unseen deep current causes the slender, green-brown underwater stems to perform a unified, mesmerizing dance. They sway gracefully yet relentlessly in one direction, bending and straightening in hypnotic, synchronized waves, their feathery underwater roots trailing like silk banners. Sparkling patterns of light created by sunlight filtering through the water's surface, punctuated by the swaying stems and the silty bottom, highlight the contrast between the serene, static world above and the powerful, rhythmic energy pulsating below, creating an atmosphere both profoundly tranquil and vibrant.", + "seed": 32618, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_11/index_4533_seed_32618_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07096494771540166, + "vlm_logprob": -0.07096494771540166, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.07096494771540166, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.052654560655355453 + ], + "opposite_logprob_tokens": [ + -3.052654504776001 + ], + "logprob_reward": -0.052654560655355453, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.052654560655355453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2643580734729767, + 0.18935638666152954, + 0.06730290502309799, + 0.05040183290839195, + 0.12900863587856293, + 0.01551920734345913, + 0.08997633308172226, + 0.07681167125701904, + 0.06013593450188637, + 0.05712898075580597 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.052654560655355453 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016093119978904724 + ], + "opposite_logprob_tokens": [ + -4.1410932540893555 + ], + "logprob_reward": -0.016093119978904724, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016093119978904724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24008989334106445, + 0.13816918432712555, + 0.0964827612042427, + 0.05448503792285919, + 0.04730831831693649, + 0.03503043204545975, + 0.038862843066453934, + 0.15951065719127655, + 0.11664551496505737, + 0.07341539114713669 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.016093119978904724 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348866522312164 + ], + "opposite_logprob_tokens": [ + -3.651348829269409 + ], + "logprob_reward": -0.026348866522312164, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348866522312164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.215195432305336, + 0.073049396276474, + 0.06196008622646332, + 0.033818647265434265, + 0.1108611524105072, + 0.08264650404453278, + 0.13890326023101807, + 0.09590763598680496, + 0.13522835075855255, + 0.05242958664894104 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.026348866522312164 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076294224709272385 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.0076294224709272385, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076294224709272385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2182067334651947, + 0.24737341701984406, + 0.06792602688074112, + 0.0231902077794075, + 0.11861012130975723, + 0.03873355686664581, + 0.08646229654550552, + 0.11975663155317307, + 0.05477549135684967, + 0.024965524673461914 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.0076294224709272385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a split-horizon view with a clear waterline separating the surface from the underwater scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are diamond-shaped water chestnut leaves visible on the water surface with waxy, deep-green surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green-brown underwater stems visible swaying in a unified, synchronized wave motion beneath the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by the soft, golden glow of late afternoon sunlight filtering through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera locked-off (stationary) throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25209876894950867 + ], + "opposite_logprob_tokens": [ + -1.502098798751831 + ], + "logprob_reward": -0.25209876894950867, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25209876894950867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12651310861110687, + 0.05857256054878235, + 0.03591682389378548, + 0.1260310858488083, + 0.08093655109405518, + 0.048926349729299545, + 0.03732675686478615, + 0.1780402660369873, + 0.2751021087169647, + 0.03263441100716591 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.25209876894950867 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_12/index_tensor([6217, 6217])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_12/index_tensor([6217, 6217])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4d1822f251c4d95c26fa8b6251d447b5b6c2e462 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_12/index_tensor([6217, 6217])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in a tense documentary style, a shaky, in-car camera follows a racer from the passenger seat as he speeds along a bumpy dirt mountain road in a rally car. The man, with sharp features and short, messy brown hair drenched in sweat, wears a dark gray professional racing suit stained with dirt and sweat. His expression is one of intense concentration, his lips pursed, his eyes fixed sharply on the winding road ahead. His left hand, clad in a worn black racing glove, controls the steering wheel with a steady, powerful grip, quickly and precisely adjusting the car's position with every bump. His right hand, muscles tensed, his knuckles white with exertion, grips the grip of a modern black tactical rifle. A thin layer of yellow-brown dust coats the rifle's barrel, scope, and stock, which bounces up and down with every violent jolt of the car. The dazzling afternoon sun streamed in at a low angle through the driver's side window, casting sharp shadows that flickered rapidly, lengthened, and deformed across the simple, roll-cage-filled cabin. These shadows swept across the driver's focused face and the cold weapon, and together with the billowing dust outside the car, created a high-risk dynamic and tense atmosphere that was about to explode.", + "seed": 17024, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_12/index_6217_seed_17024_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11136243343353272, + "vlm_logprob": -0.11136243343353272, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.11136243343353272, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08718208223581314 + ], + "opposite_logprob_tokens": [ + -2.58718204498291 + ], + "logprob_reward": -0.08718208223581314, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08718208223581314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28479060530662537, + 0.07296144962310791, + 0.09405329078435898, + 0.1384086310863495, + 0.09219570457935333, + 0.09806182980537415, + 0.07201657444238663, + 0.061324652284383774, + 0.019165419042110443, + 0.06702182441949844 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.08718208223581314 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054966144263744354 + ], + "opposite_logprob_tokens": [ + -2.9299662113189697 + ], + "logprob_reward": -0.054966144263744354, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054966144263744354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13078422844409943, + 0.05653414875268936, + 0.20323161780834198, + 0.1063862293958664, + 0.07375819981098175, + 0.11441635340452194, + 0.03287697210907936, + 0.060543570667505264, + 0.020014198496937752, + 0.2014545053243637 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.054966144263744354 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557474672794342 + ], + "opposite_logprob_tokens": [ + -1.6005747318267822 + ], + "logprob_reward": -0.22557474672794342, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557474672794342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23940114676952362, + 0.07362797856330872, + 0.1453714519739151, + 0.08469909429550171, + 0.07243198901414871, + 0.08244863897562027, + 0.030650699511170387, + 0.10348471254110336, + 0.02302725426852703, + 0.14485697448253632 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.22557474672794342 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704606354236603 + ], + "opposite_logprob_tokens": [ + -2.1270461082458496 + ], + "logprob_reward": -0.12704606354236603, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704606354236603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07897217571735382, + 0.16306187212467194, + 0.172857403755188, + 0.09556704014539719, + 0.0829918384552002, + 0.165397509932518, + 0.035549528896808624, + 0.05531564727425575, + 0.0454292856156826, + 0.10485763847827911 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.12704606354236603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204313039779663 + ], + "opposite_logprob_tokens": [ + -2.8120431900024414 + ], + "logprob_reward": -0.06204313039779663, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204313039779663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31834694743156433, + 0.051911361515522, + 0.2005162239074707, + 0.12331769615411758, + 0.04319192096590996, + 0.0735912099480629, + 0.016335923224687576, + 0.026564670726656914, + 0.012517660856246948, + 0.13370634615421295 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.06204313039779663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in a tense documentary style, a shaky, in-car camera follows a racer from the passenger seat as he speeds along a bumpy dirt mountain road in a rally car. The man, with sharp features and short, messy brown hair drenched in sweat, wears a dark gray professional racing suit stained with dirt and sweat. His expression is one of intense concentration, his lips pursed, his eyes fixed sharply on the winding road ahead. His left hand, clad in a worn black racing glove, controls the steering wheel with a steady, powerful grip, quickly and precisely adjusting the car's position with every bump. His right hand, muscles tensed, his knuckles white with exertion, grips the grip of a modern black tactical rifle. A thin layer of yellow-brown dust coats the rifle's barrel, scope, and stock, which bounces up and down with every violent jolt of the car. The dazzling afternoon sun streamed in at a low angle through the driver's side window, casting sharp shadows that flickered rapidly, lengthened, and deformed across the simple, roll-cage-filled cabin. These shadows swept across the driver's focused face and the cold weapon, and together with the billowing dust outside the car, created a high-risk dynamic and tense atmosphere that was about to explode.", + "seed": 17025, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_12/index_6217_seed_17025_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07986684292554855, + "vlm_logprob": -0.07986684292554855, + "vlm_yes_no_margin": 2.700000023841858, + "vlm_token_credit": -0.07986684292554855, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03643463924527168 + ], + "opposite_logprob_tokens": [ + -3.5364346504211426 + ], + "logprob_reward": -0.03643463924527168, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03643463924527168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16056233644485474, + 0.05698508024215698, + 0.05353313311934471, + 0.058706577867269516, + 0.1718423217535019, + 0.04798215255141258, + 0.047231703996658325, + 0.3490270674228668, + 0.025453614071011543, + 0.028675992041826248 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.03643463924527168 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810567781329155 + ], + "opposite_logprob_tokens": [ + -3.2881057262420654 + ], + "logprob_reward": -0.03810567781329155, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810567781329155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30338165163993835, + 0.03841940313577652, + 0.024927601218223572, + 0.028361694887280464, + 0.053324323147535324, + 0.028027983382344246, + 0.04330969974398613, + 0.24603427946567535, + 0.02567930519580841, + 0.20853407680988312 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.03810567781329155 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279332756996155 + ], + "opposite_logprob_tokens": [ + -2.0177934169769287 + ], + "logprob_reward": -0.14279332756996155, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14279332756996155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45108193159103394, + 0.09472841024398804, + 0.04705779254436493, + 0.023334048688411713, + 0.10634586960077286, + 0.05847468972206116, + 0.046006087213754654, + 0.07344242930412292, + 0.009804817847907543, + 0.08972395211458206 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.14279332756996155 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704920768737793 + ], + "opposite_logprob_tokens": [ + -2.127049207687378 + ], + "logprob_reward": -0.12704920768737793, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704920768737793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14615122973918915, + 0.056006163358688354, + 0.0324520617723465, + 0.0356791689991951, + 0.2803471088409424, + 0.09548386186361313, + 0.05024905875325203, + 0.16473211348056793, + 0.015841862186789513, + 0.12305737286806107 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.12704920768737793 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495136231184006 + ], + "opposite_logprob_tokens": [ + -2.9299514293670654 + ], + "logprob_reward": -0.05495136231184006, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495136231184006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7322999238967896, + 0.03381182625889778, + 0.01182856410741806, + 0.014715297147631645, + 0.06467796862125397, + 0.03751354664564133, + 0.009814444929361343, + 0.04943364858627319, + 0.013811965472996235, + 0.0320928655564785 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.05495136231184006 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in a tense documentary style, a shaky, in-car camera follows a racer from the passenger seat as he speeds along a bumpy dirt mountain road in a rally car. The man, with sharp features and short, messy brown hair drenched in sweat, wears a dark gray professional racing suit stained with dirt and sweat. His expression is one of intense concentration, his lips pursed, his eyes fixed sharply on the winding road ahead. His left hand, clad in a worn black racing glove, controls the steering wheel with a steady, powerful grip, quickly and precisely adjusting the car's position with every bump. His right hand, muscles tensed, his knuckles white with exertion, grips the grip of a modern black tactical rifle. A thin layer of yellow-brown dust coats the rifle's barrel, scope, and stock, which bounces up and down with every violent jolt of the car. The dazzling afternoon sun streamed in at a low angle through the driver's side window, casting sharp shadows that flickered rapidly, lengthened, and deformed across the simple, roll-cage-filled cabin. These shadows swept across the driver's focused face and the cold weapon, and together with the billowing dust outside the car, created a high-risk dynamic and tense atmosphere that was about to explode.", + "seed": 17026, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_12/index_6217_seed_17026_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11236301213502883, + "vlm_logprob": -0.11236301213502883, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.11236301213502883, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08727647364139557 + ], + "opposite_logprob_tokens": [ + -2.5872764587402344 + ], + "logprob_reward": -0.08727647364139557, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08727647364139557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10346344113349915, + 0.07712294161319733, + 0.05369950458407402, + 0.1375749558210373, + 0.04122632369399071, + 0.10667552053928375, + 0.10424290597438812, + 0.07634596526622772, + 0.2244284600019455, + 0.07521998137235641 + ], + "top_frames": [ + 8, + 3, + 5 + ], + "selected_reward": -0.08727647364139557 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811531513929367 + ], + "opposite_logprob_tokens": [ + -3.2881152629852295 + ], + "logprob_reward": -0.03811531513929367, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811531513929367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07747458666563034, + 0.058536987751722336, + 0.07994551211595535, + 0.0787576213479042, + 0.0313577763736248, + 0.15202569961547852, + 0.0552697479724884, + 0.05655847489833832, + 0.36118441820144653, + 0.0488891638815403 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.03811531513929367 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156283676624298 + ], + "opposite_logprob_tokens": [ + -1.7015628814697266 + ], + "logprob_reward": -0.20156283676624298, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156283676624298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09365250170230865, + 0.05047638714313507, + 0.10344140976667404, + 0.0726880431175232, + 0.054655831307172775, + 0.09107964485883713, + 0.08661335706710815, + 0.06755654513835907, + 0.29689088463783264, + 0.08294541388750076 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.20156283676624298 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990997433662415 + ], + "opposite_logprob_tokens": [ + -1.8049099445343018 + ], + "logprob_reward": -0.17990997433662415, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990997433662415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07872793078422546, + 0.0425456166267395, + 0.05634269490838051, + 0.1794482171535492, + 0.02121313475072384, + 0.03932163864374161, + 0.0477384477853775, + 0.08179960399866104, + 0.3398061990737915, + 0.113056480884552 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.17990997433662415 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495046079158783 + ], + "opposite_logprob_tokens": [ + -2.929950475692749 + ], + "logprob_reward": -0.05495046079158783, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495046079158783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2609165906906128, + 0.05662604048848152, + 0.05349677428603172, + 0.06146761029958725, + 0.01890275813639164, + 0.14695799350738525, + 0.07209943979978561, + 0.03078087605535984, + 0.26035016775131226, + 0.03840180113911629 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.05495046079158783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in a tense documentary style, a shaky, in-car camera follows a racer from the passenger seat as he speeds along a bumpy dirt mountain road in a rally car. The man, with sharp features and short, messy brown hair drenched in sweat, wears a dark gray professional racing suit stained with dirt and sweat. His expression is one of intense concentration, his lips pursed, his eyes fixed sharply on the winding road ahead. His left hand, clad in a worn black racing glove, controls the steering wheel with a steady, powerful grip, quickly and precisely adjusting the car's position with every bump. His right hand, muscles tensed, his knuckles white with exertion, grips the grip of a modern black tactical rifle. A thin layer of yellow-brown dust coats the rifle's barrel, scope, and stock, which bounces up and down with every violent jolt of the car. The dazzling afternoon sun streamed in at a low angle through the driver's side window, casting sharp shadows that flickered rapidly, lengthened, and deformed across the simple, roll-cage-filled cabin. These shadows swept across the driver's focused face and the cold weapon, and together with the billowing dust outside the car, created a high-risk dynamic and tense atmosphere that was about to explode.", + "seed": 17027, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_12/index_6217_seed_17027_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10765674617141485, + "vlm_logprob": -0.10765674617141485, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.10765674617141485, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2076650708913803 + ], + "opposite_logprob_tokens": [ + -1.7076650857925415 + ], + "logprob_reward": -0.2076650708913803, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2076650708913803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14102329313755035, + 0.04120304062962532, + 0.09013484418392181, + 0.09254007041454315, + 0.08014921098947525, + 0.17548257112503052, + 0.0892104059457779, + 0.10217183083295822, + 0.08195289969444275, + 0.10613175481557846 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.2076650708913803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216925017535686 + ], + "opposite_logprob_tokens": [ + -4.264216899871826 + ], + "logprob_reward": -0.014216925017535686, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216925017535686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1850963681936264, + 0.03697184845805168, + 0.043611038476228714, + 0.16751329600811005, + 0.0830252394080162, + 0.06025969609618187, + 0.18689654767513275, + 0.05864894017577171, + 0.0708460584282875, + 0.10713095963001251 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.014216925017535686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703314423561096 + ], + "opposite_logprob_tokens": [ + -2.127033233642578 + ], + "logprob_reward": -0.12703314423561096, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703314423561096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07971683144569397, + 0.03306785598397255, + 0.01093203853815794, + 0.032380346208810806, + 0.0237234178930521, + 0.055868297815322876, + 0.10845482349395752, + 0.3867287039756775, + 0.11347014456987381, + 0.15565748512744904 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.12703314423561096 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032585263252258 + ], + "opposite_logprob_tokens": [ + -2.3503258228302 + ], + "logprob_reward": -0.10032585263252258, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032585263252258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1103368028998375, + 0.041935648769140244, + 0.12948055565357208, + 0.12005117535591125, + 0.07372476160526276, + 0.0493483804166317, + 0.08094380050897598, + 0.08646943420171738, + 0.11172423511743546, + 0.19598518311977386 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.10032585263252258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from inside a car, specifically from the passenger seat following a driver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement shaky, simulating a handheld or in-car recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a dark gray professional racing suit that is stained with dirt and sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver holding a modern black tactical rifle in his right hand, which is covered in a thin layer of yellow-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dazzling afternoon sunlight streaming through the window, casting rapidly flickering and deforming shadows inside the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904273808002472 + ], + "opposite_logprob_tokens": [ + -2.4640426635742188 + ], + "logprob_reward": -0.08904273808002472, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904273808002472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18298320472240448, + 0.032123863697052, + 0.11067826300859451, + 0.26264551281929016, + 0.05866994336247444, + 0.03554889187216759, + 0.05214701592922211, + 0.0487578809261322, + 0.05011872947216034, + 0.16632673144340515 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.08904273808002472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_13/index_tensor([2524, 2524])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_13/index_tensor([2524, 2524])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c18c1831e38c0508aab0e86ed3fc070e23ca80f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_13/index_tensor([2524, 2524])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, slow-motion shot, the camera gently panning to the right, captures two plump, furry giant pandas frolicking in a meadow surrounded by tall, emerald bamboo. Soft afternoon sunlight filters through the bamboo leaves, casting shifting dapples of light on their dense, shaggy black and white fur, making every hair distinct in the slow-motion. One of the pandas takes the lead, clumsily yet adorably flipping its chubby body onto its side, sprawling on the soft grass, its black paws waving slowly in the air. The other panda, with a naive expression and a pigeon-toed gait, lurches in pursuit, then gently bumps into its companion with its massive body, triggering a series of slow, hilarious tumbles. As they roll, green grass leaves and a few withered yellow bamboo leaves are lifted up and float gracefully in the air. The whole picture is filled with an atmosphere of innocence, tranquility and incomparable joy. The main colors are vivid green and pure black and white, embellished by warm golden sunlight, creating a dreamy natural beauty.", + "seed": 1987, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_13/index_2524_seed_1987_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025029413495212795, + "vlm_logprob": -0.025029413495212795, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.025029413495212795, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004175516311079264 + ], + "opposite_logprob_tokens": [ + -5.629175662994385 + ], + "logprob_reward": -0.004175516311079264, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004175516311079264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3614039719104767, + 0.04851836338639259, + 0.029138145968317986, + 0.05225725844502449, + 0.13269354403018951, + 0.03906811401247978, + 0.04188023880124092, + 0.1768605262041092, + 0.04976758733391762, + 0.06841227412223816 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.004175516311079264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638749830424786 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638749830424786, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638749830424786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0464460551738739, + 0.03355639800429344, + 0.024594636633992195, + 0.03983370214700699, + 0.13144612312316895, + 0.10230196267366409, + 0.04936357960104942, + 0.4847922921180725, + 0.04766622558236122, + 0.039999011904001236 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.008638749830424786 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613610751926899 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613610751926899, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613610751926899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06485341489315033, + 0.029675571247935295, + 0.03999190032482147, + 0.05084683373570442, + 0.04100462794303894, + 0.02457214519381523, + 0.09456364810466766, + 0.5587643384933472, + 0.048090267926454544, + 0.04763730987906456 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.003613610751926899 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029776452109217644 + ], + "opposite_logprob_tokens": [ + -3.5297763347625732 + ], + "logprob_reward": -0.029776452109217644, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029776452109217644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08737494796514511, + 0.08248850703239441, + 0.05139220505952835, + 0.03689919039607048, + 0.06311894953250885, + 0.0382688082754612, + 0.05838260427117348, + 0.3946629464626312, + 0.09357105195522308, + 0.09384080022573471 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.029776452109217644 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07894273847341537 + ], + "opposite_logprob_tokens": [ + -2.5789427757263184 + ], + "logprob_reward": -0.07894273847341537, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07894273847341537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15557478368282318, + 0.05456586182117462, + 0.018441956490278244, + 0.05045558512210846, + 0.04528188332915306, + 0.030396832153201103, + 0.08885510265827179, + 0.5367593169212341, + 0.011679853312671185, + 0.00798883754760027 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.07894273847341537 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, slow-motion shot, the camera gently panning to the right, captures two plump, furry giant pandas frolicking in a meadow surrounded by tall, emerald bamboo. Soft afternoon sunlight filters through the bamboo leaves, casting shifting dapples of light on their dense, shaggy black and white fur, making every hair distinct in the slow-motion. One of the pandas takes the lead, clumsily yet adorably flipping its chubby body onto its side, sprawling on the soft grass, its black paws waving slowly in the air. The other panda, with a naive expression and a pigeon-toed gait, lurches in pursuit, then gently bumps into its companion with its massive body, triggering a series of slow, hilarious tumbles. As they roll, green grass leaves and a few withered yellow bamboo leaves are lifted up and float gracefully in the air. The whole picture is filled with an atmosphere of innocence, tranquility and incomparable joy. The main colors are vivid green and pure black and white, embellished by warm golden sunlight, creating a dreamy natural beauty.", + "seed": 1988, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_13/index_2524_seed_1988_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06872319057583809, + "vlm_logprob": -0.06872319057583809, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.06872319057583809, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030854884535074234 + ], + "opposite_logprob_tokens": [ + -3.5308549404144287 + ], + "logprob_reward": -0.030854884535074234, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030854884535074234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16182184219360352, + 0.06061225384473801, + 0.08108243346214294, + 0.09431551396846771, + 0.06313788145780563, + 0.1989838182926178, + 0.09033709764480591, + 0.09354705363512039, + 0.06424720585346222, + 0.09191487729549408 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.030854884535074234 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811348229646683 + ], + "opposite_logprob_tokens": [ + -3.288113594055176 + ], + "logprob_reward": -0.03811348229646683, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811348229646683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13958698511123657, + 0.07022395730018616, + 0.043060511350631714, + 0.051088571548461914, + 0.3811236619949341, + 0.03930045664310455, + 0.019858447834849358, + 0.037925705313682556, + 0.034072041511535645, + 0.1837596893310547 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.03811348229646683 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585693418979645 + ], + "opposite_logprob_tokens": [ + -3.895585775375366 + ], + "logprob_reward": -0.020585693418979645, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585693418979645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09050291776657104, + 0.0657520592212677, + 0.07312407344579697, + 0.03275744616985321, + 0.5067633390426636, + 0.049888335168361664, + 0.018618781119585037, + 0.04803377762436867, + 0.02130832150578499, + 0.09325095266103745 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.020585693418979645 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702244520187378 + ], + "opposite_logprob_tokens": [ + -2.1270225048065186 + ], + "logprob_reward": -0.12702244520187378, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702244520187378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0735473483800888, + 0.04967712610960007, + 0.045930471271276474, + 0.06196647509932518, + 0.5695563554763794, + 0.062198616564273834, + 0.011556237936019897, + 0.029330700635910034, + 0.02217170037329197, + 0.07406491786241531 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.12702244520187378 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703944742679596 + ], + "opposite_logprob_tokens": [ + -2.1270394325256348 + ], + "logprob_reward": -0.12703944742679596, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703944742679596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046509288251399994, + 0.01400761865079403, + 0.018100859597325325, + 0.013367433100938797, + 0.7364516854286194, + 0.032652709633111954, + 0.007186528295278549, + 0.0205810759216547, + 0.030549107119441032, + 0.08059370517730713 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.12703944742679596 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, slow-motion shot, the camera gently panning to the right, captures two plump, furry giant pandas frolicking in a meadow surrounded by tall, emerald bamboo. Soft afternoon sunlight filters through the bamboo leaves, casting shifting dapples of light on their dense, shaggy black and white fur, making every hair distinct in the slow-motion. One of the pandas takes the lead, clumsily yet adorably flipping its chubby body onto its side, sprawling on the soft grass, its black paws waving slowly in the air. The other panda, with a naive expression and a pigeon-toed gait, lurches in pursuit, then gently bumps into its companion with its massive body, triggering a series of slow, hilarious tumbles. As they roll, green grass leaves and a few withered yellow bamboo leaves are lifted up and float gracefully in the air. The whole picture is filled with an atmosphere of innocence, tranquility and incomparable joy. The main colors are vivid green and pure black and white, embellished by warm golden sunlight, creating a dreamy natural beauty.", + "seed": 1989, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_13/index_2524_seed_1989_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06707145515829324, + "vlm_logprob": -0.06707145515829324, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.06707145515829324, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030526794493198395 + ], + "opposite_logprob_tokens": [ + -3.530526876449585 + ], + "logprob_reward": -0.030526794493198395, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030526794493198395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09264440089464188, + 0.3421587347984314, + 0.0786418691277504, + 0.05719233304262161, + 0.03984358534216881, + 0.11377009004354477, + 0.03258806839585304, + 0.12564092874526978, + 0.0710696429014206, + 0.046450287103652954 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.030526794493198395 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073059290647507 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.016073059290647507, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073059290647507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15172958374023438, + 0.21286264061927795, + 0.16044804453849792, + 0.05320759862661362, + 0.028586870059370995, + 0.21215125918388367, + 0.014860102906823158, + 0.03344493731856346, + 0.09620971977710724, + 0.03649921342730522 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.016073059290647507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636386133730412 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636386133730412, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636386133730412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1273658126592636, + 0.10273018479347229, + 0.1314806342124939, + 0.0909208133816719, + 0.06741484254598618, + 0.08908490091562271, + 0.04123793542385101, + 0.13780491054058075, + 0.10257486999034882, + 0.10938507318496704 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.008636386133730412 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17983508110046387 + ], + "opposite_logprob_tokens": [ + -1.8048350811004639 + ], + "logprob_reward": -0.17983508110046387, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17983508110046387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08314889669418335, + 0.2952221632003784, + 0.13436418771743774, + 0.12245607376098633, + 0.06316100805997849, + 0.04050238057971001, + 0.028651919215917587, + 0.09880272299051285, + 0.10723469406366348, + 0.02645600028336048 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.17983508110046387 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028595477342606 + ], + "opposite_logprob_tokens": [ + -2.3502860069274902 + ], + "logprob_reward": -0.10028595477342606, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028595477342606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2794429659843445, + 0.05917659029364586, + 0.12592457234859467, + 0.08512866497039795, + 0.1016712635755539, + 0.16750115156173706, + 0.02617255598306656, + 0.045866187661886215, + 0.07460316270589828, + 0.03451283276081085 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.10028595477342606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, slow-motion shot, the camera gently panning to the right, captures two plump, furry giant pandas frolicking in a meadow surrounded by tall, emerald bamboo. Soft afternoon sunlight filters through the bamboo leaves, casting shifting dapples of light on their dense, shaggy black and white fur, making every hair distinct in the slow-motion. One of the pandas takes the lead, clumsily yet adorably flipping its chubby body onto its side, sprawling on the soft grass, its black paws waving slowly in the air. The other panda, with a naive expression and a pigeon-toed gait, lurches in pursuit, then gently bumps into its companion with its massive body, triggering a series of slow, hilarious tumbles. As they roll, green grass leaves and a few withered yellow bamboo leaves are lifted up and float gracefully in the air. The whole picture is filled with an atmosphere of innocence, tranquility and incomparable joy. The main colors are vivid green and pure black and white, embellished by warm golden sunlight, creating a dreamy natural beauty.", + "seed": 1990, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_13/index_2524_seed_1990_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.027506674453616143, + "vlm_logprob": -0.027506674453616143, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.027506674453616143, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016717463731765747 + ], + "opposite_logprob_tokens": [ + -4.141717433929443 + ], + "logprob_reward": -0.016717463731765747, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016717463731765747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3350014388561249, + 0.138949915766716, + 0.07475095242261887, + 0.06848234683275223, + 0.02868139185011387, + 0.04448084160685539, + 0.041659578680992126, + 0.03045552410185337, + 0.15581631660461426, + 0.0817217230796814 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.016717463731765747 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645367808640003 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.008645367808640003, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645367808640003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.442565381526947, + 0.12934091687202454, + 0.05517396330833435, + 0.028962984681129456, + 0.07323183864355087, + 0.030473100021481514, + 0.05748719722032547, + 0.02917158417403698, + 0.07439664751291275, + 0.07919639348983765 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.008645367808640003 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192597009241581 + ], + "opposite_logprob_tokens": [ + -4.264192581176758 + ], + "logprob_reward": -0.014192597009241581, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192597009241581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3293815553188324, + 0.11414626240730286, + 0.08663201332092285, + 0.08088051527738571, + 0.03749903291463852, + 0.034729763865470886, + 0.039080869406461716, + 0.02119452692568302, + 0.12963765859603882, + 0.1268177479505539 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.014192597009241581 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304136335849762 + ], + "opposite_logprob_tokens": [ + -3.168041467666626 + ], + "logprob_reward": -0.04304136335849762, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304136335849762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3377774953842163, + 0.09457319974899292, + 0.10177143663167953, + 0.07718496769666672, + 0.037353258579969406, + 0.08977080136537552, + 0.05645187199115753, + 0.020803134888410568, + 0.08768260478973389, + 0.09663127362728119 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.04304136335849762 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two plump, furry giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a meadow surrounded by tall, emerald bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda clumsily flip onto its side and sprawl on the grass while waving its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second panda lurch in pursuit and bump into the first panda, causing them to tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, slow-motion view with the camera gently panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493658035993576 + ], + "opposite_logprob_tokens": [ + -2.929936647415161 + ], + "logprob_reward": -0.05493658035993576, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493658035993576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21034051477909088, + 0.06490463018417358, + 0.06280602514743805, + 0.07988729327917099, + 0.028365403413772583, + 0.04010418429970741, + 0.07216417044401169, + 0.0758945494890213, + 0.31477120518684387, + 0.05076207220554352 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.05493658035993576 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_14/index_tensor([6590, 6590])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_14/index_tensor([6590, 6590])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2e705519a084e765173e5ceb9089ace8b11e3793 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_14/index_tensor([6590, 6590])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up shot from a slightly low angle with a static camera focuses on a set of three ornate brass keys suspended from a thick brass ring. Each key, varying in size and complexity, features an intricate Victorian design with delicate filigree and uniquely shaped drill bits, its polished surface showing a subtle patina of age in the crevices. The entire set rotates in a slow, hypnotic, continuous rotation, rhythmically capturing the keys in a single, focused beam of warm golden light from an unseen source. As they turn, sharp, brilliant light glints across their detailed surfaces, momentarily illuminating the exquisite craftsmanship before gracefully fading into deep shadow. The background is a severely out-of-focus, dark, and moody space, suggestive of the interior of an old library, where the blurred forms of leather-bound books on wooden shelves are barely discernible. The shimmering highlights on the keys contrast starkly with the surrounding darkness, and combined with the deliberate, relentless movement, create an atmosphere of mystery and elegance, imbuing these simple objects with a profound sense of importance and an ineffable history.", + "seed": 11792, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_14/index_6590_seed_11792_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026726695150136946, + "vlm_logprob": -0.026726695150136946, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.026726695150136946, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013178979977965355 + ], + "opposite_logprob_tokens": [ + -4.388178825378418 + ], + "logprob_reward": -0.013178979977965355, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013178979977965355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1560511738061905, + 0.09957803040742874, + 0.11994236707687378, + 0.047648292034864426, + 0.11248498409986496, + 0.12224402278661728, + 0.07275155186653137, + 0.08164364099502563, + 0.11147695034742355, + 0.07617902755737305 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.013178979977965355 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793330915272236 + ], + "opposite_logprob_tokens": [ + -4.634793281555176 + ], + "logprob_reward": -0.009793330915272236, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793330915272236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19091618061065674, + 0.2882491648197174, + 0.0320701003074646, + 0.03467727079987526, + 0.15622051060199738, + 0.041308850049972534, + 0.08380377292633057, + 0.09347324818372726, + 0.04062622785568237, + 0.038654666393995285 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.009793330915272236 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030730068683624 + ], + "opposite_logprob_tokens": [ + -2.3503072261810303 + ], + "logprob_reward": -0.10030730068683624, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030730068683624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07937834411859512, + 0.0868457704782486, + 0.07134592533111572, + 0.14800360798835754, + 0.11010719835758209, + 0.14999918639659882, + 0.14454416930675507, + 0.10235074162483215, + 0.0721207708120346, + 0.03530425578355789 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.10030730068683624 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0086426492780447 + ], + "opposite_logprob_tokens": [ + -4.758642673492432 + ], + "logprob_reward": -0.0086426492780447, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.0086426492780447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12009382992982864, + 0.1153288334608078, + 0.13095594942569733, + 0.0633694976568222, + 0.0760304257273674, + 0.08396544307470322, + 0.07826744019985199, + 0.15842576324939728, + 0.08995281159877777, + 0.08360996097326279 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.0086426492780447 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001711214892566204 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.001711214892566204, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001711214892566204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13096356391906738, + 0.09601890295743942, + 0.15357492864131927, + 0.05748829245567322, + 0.08481196314096451, + 0.16946908831596375, + 0.08097532391548157, + 0.05095149204134941, + 0.04963606223464012, + 0.12611030042171478 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.001711214892566204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a slightly low angle with a static camera focuses on a set of three ornate brass keys suspended from a thick brass ring. Each key, varying in size and complexity, features an intricate Victorian design with delicate filigree and uniquely shaped drill bits, its polished surface showing a subtle patina of age in the crevices. The entire set rotates in a slow, hypnotic, continuous rotation, rhythmically capturing the keys in a single, focused beam of warm golden light from an unseen source. As they turn, sharp, brilliant light glints across their detailed surfaces, momentarily illuminating the exquisite craftsmanship before gracefully fading into deep shadow. The background is a severely out-of-focus, dark, and moody space, suggestive of the interior of an old library, where the blurred forms of leather-bound books on wooden shelves are barely discernible. The shimmering highlights on the keys contrast starkly with the surrounding darkness, and combined with the deliberate, relentless movement, create an atmosphere of mystery and elegance, imbuing these simple objects with a profound sense of importance and an ineffable history.", + "seed": 11793, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_14/index_6590_seed_11793_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05926389470696449, + "vlm_logprob": -0.05926389470696449, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.05926389470696449, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012270909734070301 + ], + "opposite_logprob_tokens": [ + -4.512270927429199 + ], + "logprob_reward": -0.012270909734070301, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012270909734070301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16070662438869476, + 0.05408775061368942, + 0.04442083090543747, + 0.15706287324428558, + 0.07727354764938354, + 0.07407858222723007, + 0.10192743688821793, + 0.18703395128250122, + 0.07552679628133774, + 0.06788168847560883 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.012270909734070301 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091247200965881 + ], + "opposite_logprob_tokens": [ + -4.511091232299805 + ], + "logprob_reward": -0.011091247200965881, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091247200965881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.132399320602417, + 0.11228353530168533, + 0.06993930786848068, + 0.24914945662021637, + 0.05154173821210861, + 0.05526373162865639, + 0.13479837775230408, + 0.05968548357486725, + 0.09962672740221024, + 0.03531232848763466 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.011091247200965881 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252096563577652 + ], + "opposite_logprob_tokens": [ + -1.5020965337753296 + ], + "logprob_reward": -0.252096563577652, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252096563577652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11568068712949753, + 0.051238611340522766, + 0.044065069407224655, + 0.15469087660312653, + 0.1835201531648636, + 0.10504612326622009, + 0.16850526630878448, + 0.06546138226985931, + 0.040594831109046936, + 0.0711970180273056 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.252096563577652 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786365553736687 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.009786365553736687, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786365553736687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1049739196896553, + 0.09289546310901642, + 0.03843870759010315, + 0.158333420753479, + 0.07531140744686127, + 0.08638309687376022, + 0.2599986493587494, + 0.08165109902620316, + 0.06047159433364868, + 0.0415426604449749 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.009786365553736687 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074387468397617 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074387468397617, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074387468397617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29824507236480713, + 0.075095534324646, + 0.04956222325563431, + 0.09614688903093338, + 0.09506022185087204, + 0.05244425684213638, + 0.04497970640659332, + 0.05083618685603142, + 0.08784232288599014, + 0.14978761970996857 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.011074387468397617 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a slightly low angle with a static camera focuses on a set of three ornate brass keys suspended from a thick brass ring. Each key, varying in size and complexity, features an intricate Victorian design with delicate filigree and uniquely shaped drill bits, its polished surface showing a subtle patina of age in the crevices. The entire set rotates in a slow, hypnotic, continuous rotation, rhythmically capturing the keys in a single, focused beam of warm golden light from an unseen source. As they turn, sharp, brilliant light glints across their detailed surfaces, momentarily illuminating the exquisite craftsmanship before gracefully fading into deep shadow. The background is a severely out-of-focus, dark, and moody space, suggestive of the interior of an old library, where the blurred forms of leather-bound books on wooden shelves are barely discernible. The shimmering highlights on the keys contrast starkly with the surrounding darkness, and combined with the deliberate, relentless movement, create an atmosphere of mystery and elegance, imbuing these simple objects with a profound sense of importance and an ineffable history.", + "seed": 11794, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_14/index_6590_seed_11794_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.051423080591484906, + "vlm_logprob": -0.051423080591484906, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.051423080591484906, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012889170087873936 + ], + "opposite_logprob_tokens": [ + -4.387889385223389 + ], + "logprob_reward": -0.012889170087873936, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012889170087873936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21864347159862518, + 0.10598549246788025, + 0.16769540309906006, + 0.17729559540748596, + 0.09061147272586823, + 0.031000299379229546, + 0.04644184187054634, + 0.0713980421423912, + 0.012854264117777348, + 0.0780741274356842 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.012889170087873936 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790970012545586 + ], + "opposite_logprob_tokens": [ + -4.634790897369385 + ], + "logprob_reward": -0.009790970012545586, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790970012545586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11115159094333649, + 0.12801715731620789, + 0.13563837110996246, + 0.2967582046985626, + 0.05618603527545929, + 0.05672601982951164, + 0.023442775011062622, + 0.11345022916793823, + 0.020437244325876236, + 0.05819230154156685 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.009790970012545586 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22556667029857635 + ], + "opposite_logprob_tokens": [ + -1.6005666255950928 + ], + "logprob_reward": -0.22556667029857635, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22556667029857635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25148242712020874, + 0.08661322295665741, + 0.14734016358852386, + 0.3260841369628906, + 0.023287447169423103, + 0.061128344386816025, + 0.03149308264255524, + 0.027112752199172974, + 0.020367328077554703, + 0.025091122835874557 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.22556667029857635 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254269111901522 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254269111901522, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254269111901522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13405516743659973, + 0.14982107281684875, + 0.20087698101997375, + 0.10120774060487747, + 0.0741414800286293, + 0.041087716817855835, + 0.11610466986894608, + 0.07503444701433182, + 0.05641502887010574, + 0.05125570669770241 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.005254269111901522 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036143234465271235 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.0036143234465271235, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036143234465271235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16255812346935272, + 0.05177979916334152, + 0.06797971576452255, + 0.46845734119415283, + 0.04535133019089699, + 0.02764623984694481, + 0.02794484980404377, + 0.09286440908908844, + 0.02162861078977585, + 0.03378961980342865 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.0036143234465271235 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a slightly low angle with a static camera focuses on a set of three ornate brass keys suspended from a thick brass ring. Each key, varying in size and complexity, features an intricate Victorian design with delicate filigree and uniquely shaped drill bits, its polished surface showing a subtle patina of age in the crevices. The entire set rotates in a slow, hypnotic, continuous rotation, rhythmically capturing the keys in a single, focused beam of warm golden light from an unseen source. As they turn, sharp, brilliant light glints across their detailed surfaces, momentarily illuminating the exquisite craftsmanship before gracefully fading into deep shadow. The background is a severely out-of-focus, dark, and moody space, suggestive of the interior of an old library, where the blurred forms of leather-bound books on wooden shelves are barely discernible. The shimmering highlights on the keys contrast starkly with the surrounding darkness, and combined with the deliberate, relentless movement, create an atmosphere of mystery and elegance, imbuing these simple objects with a profound sense of importance and an ineffable history.", + "seed": 11795, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_14/index_6590_seed_11795_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05310803055763245, + "vlm_logprob": -0.05310803055763245, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.05310803055763245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011711414903402328 + ], + "opposite_logprob_tokens": [ + -4.511711597442627 + ], + "logprob_reward": -0.011711414903402328, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011711414903402328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.094537153840065, + 0.14828328788280487, + 0.03945676609873772, + 0.05794646218419075, + 0.05481790006160736, + 0.04191236570477486, + 0.36429327726364136, + 0.07341431081295013, + 0.04879346489906311, + 0.07654500752687454 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.011711414903402328 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020600175485014915 + ], + "opposite_logprob_tokens": [ + -3.8956000804901123 + ], + "logprob_reward": -0.020600175485014915, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020600175485014915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11161641776561737, + 0.4519985318183899, + 0.035162005573511124, + 0.11836718022823334, + 0.059155117720365524, + 0.01659727469086647, + 0.10401277244091034, + 0.041966360062360764, + 0.020598238334059715, + 0.04052617773413658 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.020600175485014915 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156361162662506 + ], + "opposite_logprob_tokens": [ + -1.7015635967254639 + ], + "logprob_reward": -0.20156361162662506, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156361162662506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09684981405735016, + 0.06974261999130249, + 0.06729601323604584, + 0.10771895200014114, + 0.10518470406532288, + 0.05762825906276703, + 0.3427284359931946, + 0.05893215164542198, + 0.07287364453077316, + 0.021045418456196785 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.20156361162662506 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082876473665237 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.011082876473665237, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082876473665237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12050283700227737, + 0.13526710867881775, + 0.03261999040842056, + 0.04231172427535057, + 0.029455825686454773, + 0.044524431228637695, + 0.2420961558818817, + 0.13747219741344452, + 0.17586079239845276, + 0.039888881146907806 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.011082876473665237 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of three ornate brass keys suspended from a thick brass ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the keys feature intricate Victorian designs with delicate filigree and uniquely shaped drill bits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera static and positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the set of keys rotate slowly and continuously in a single beam of warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a severely out-of-focus dark space with barely discernible blurred forms of leather-bound books on wooden shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058207429945469 + ], + "opposite_logprob_tokens": [ + -3.8955819606781006 + ], + "logprob_reward": -0.02058207429945469, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058207429945469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17089992761611938, + 0.34385284781455994, + 0.12993627786636353, + 0.025861959904432297, + 0.05753660202026367, + 0.02191457711160183, + 0.14221203327178955, + 0.052708469331264496, + 0.03253082558512688, + 0.02254650555551052 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.02058207429945469 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_15/index_tensor([3450, 3450])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_15/index_tensor([3450, 3450])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6e7f0186ed010d8181bbdd2d3fb1fc1cb61051c4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_15/index_tensor([3450, 3450])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot shot from a medium, slightly upward angle, the camera pans steadily to the right, closely following the subject's movements. In the frame, a man in his thirties, with short, dark brown hair and a neatly trimmed beard, leans slightly forward, his expression focused and serious. He wears a dark gray, cotton, long-sleeved Henley-collared T-shirt, the sleeves casually pushed up to his elbows, revealing his muscular forearms. He is in a softly lit bedroom, with the corner of a bed covered in white sheets visible in the background. Steadily and deliberately, the man extends his right arm toward a blue nylon travel bag on the bed. The bag features black canvas handles and a silver metal zipper, half-unzipped. As the camera follows, the thick wad of banknotes clutched in his left hand becomes visible. He then carefully places the wad of bills into the bag's open mouth, his fingers delicately moving as he pushes the money deeper into the bag. The natural morning light filtering in from a side window casts soft shadows on his arm and the surface of the travel bag, highlighting the texture of the nylon and the thickness of the banknotes. The dominant color scheme of the entire scene is the vibrant blue of the travel bag, the dark gray of the man's clothing, and the white of the bed sheet, creating an atmosphere of focus, intimacy, and a touch of tension.", + "seed": 7518, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_15/index_3450_seed_7518_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028532041236758232, + "vlm_logprob": -0.028532041236758232, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.028532041236758232, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026852304115891457 + ], + "opposite_logprob_tokens": [ + -3.6518523693084717 + ], + "logprob_reward": -0.026852304115891457, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026852304115891457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34980523586273193, + 0.07721450179815292, + 0.03564589470624924, + 0.0387856587767601, + 0.04317303001880646, + 0.029569773003458977, + 0.05793103203177452, + 0.10273493826389313, + 0.19278764724731445, + 0.07235227525234222 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.026852304115891457 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082051321864128 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.011082051321864128, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082051321864128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30150431394577026, + 0.04956500604748726, + 0.0412801094353199, + 0.13417893648147583, + 0.06051281839609146, + 0.02899765595793724, + 0.07844656705856323, + 0.10156124085187912, + 0.16025327146053314, + 0.043700091540813446 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.011082051321864128 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639456048607826 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.004639456048607826, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639456048607826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04642125219106674, + 0.07049626111984253, + 0.0287720188498497, + 0.38851556181907654, + 0.07663105428218842, + 0.09422922134399414, + 0.04848097264766693, + 0.056892428547143936, + 0.043728966265916824, + 0.14583225548267365 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.004639456048607826 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076156049966812 + ], + "opposite_logprob_tokens": [ + -4.511075973510742 + ], + "logprob_reward": -0.011076156049966812, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076156049966812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11101952195167542, + 0.04987260326743126, + 0.05162106826901436, + 0.1022673100233078, + 0.05350498482584953, + 0.06287501752376556, + 0.10190515220165253, + 0.06733530014753342, + 0.2421083003282547, + 0.1574908196926117 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.011076156049966812 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901023864746094 + ], + "opposite_logprob_tokens": [ + -2.464010238647461 + ], + "logprob_reward": -0.08901023864746094, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901023864746094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18184512853622437, + 0.12503477931022644, + 0.07771927118301392, + 0.17703920602798462, + 0.10862243175506592, + 0.03019626997411251, + 0.050010960549116135, + 0.03662165254354477, + 0.16332660615444183, + 0.04958369582891464 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.08901023864746094 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from a medium, slightly upward angle, the camera pans steadily to the right, closely following the subject's movements. In the frame, a man in his thirties, with short, dark brown hair and a neatly trimmed beard, leans slightly forward, his expression focused and serious. He wears a dark gray, cotton, long-sleeved Henley-collared T-shirt, the sleeves casually pushed up to his elbows, revealing his muscular forearms. He is in a softly lit bedroom, with the corner of a bed covered in white sheets visible in the background. Steadily and deliberately, the man extends his right arm toward a blue nylon travel bag on the bed. The bag features black canvas handles and a silver metal zipper, half-unzipped. As the camera follows, the thick wad of banknotes clutched in his left hand becomes visible. He then carefully places the wad of bills into the bag's open mouth, his fingers delicately moving as he pushes the money deeper into the bag. The natural morning light filtering in from a side window casts soft shadows on his arm and the surface of the travel bag, highlighting the texture of the nylon and the thickness of the banknotes. The dominant color scheme of the entire scene is the vibrant blue of the travel bag, the dark gray of the man's clothing, and the white of the bed sheet, creating an atmosphere of focus, intimacy, and a touch of tension.", + "seed": 7519, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_15/index_3450_seed_7519_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02505171364173293, + "vlm_logprob": -0.02505171364173293, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.02505171364173293, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03874005749821663 + ], + "opposite_logprob_tokens": [ + -3.2887401580810547 + ], + "logprob_reward": -0.03874005749821663, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03874005749821663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22844019532203674, + 0.031520746648311615, + 0.037655796855688095, + 0.08173037320375443, + 0.05069177597761154, + 0.25726747512817383, + 0.08971249312162399, + 0.10864906013011932, + 0.07226777821779251, + 0.04206430912017822 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.03874005749821663 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201764017343521 + ], + "opposite_logprob_tokens": [ + -4.264201641082764 + ], + "logprob_reward": -0.014201764017343521, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201764017343521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12801942229270935, + 0.2654634416103363, + 0.15374743938446045, + 0.04216926172375679, + 0.059418920427560806, + 0.06421050429344177, + 0.12784026563167572, + 0.049448903650045395, + 0.06863365322351456, + 0.04104823246598244 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.014201764017343521 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319446949288249 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.00319446949288249, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319446949288249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05968327447772026, + 0.03921099752187729, + 0.09943856298923492, + 0.09959371387958527, + 0.08830960094928741, + 0.0644344761967659, + 0.18230563402175903, + 0.13485296070575714, + 0.07968664169311523, + 0.15248414874076843 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.00319446949288249 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0141921266913414 + ], + "opposite_logprob_tokens": [ + -4.2641921043396 + ], + "logprob_reward": -0.0141921266913414, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0141921266913414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09596908092498779, + 0.0277872197329998, + 0.07200849801301956, + 0.10095800459384918, + 0.058256782591342926, + 0.05814444646239281, + 0.18122424185276031, + 0.11946424841880798, + 0.15827982127666473, + 0.1279076486825943 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.0141921266913414 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054930150508880615 + ], + "opposite_logprob_tokens": [ + -2.9299302101135254 + ], + "logprob_reward": -0.054930150508880615, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054930150508880615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04832988232374191, + 0.031671278178691864, + 0.26428303122520447, + 0.07330022007226944, + 0.07603304088115692, + 0.05068329721689224, + 0.22278356552124023, + 0.1541500985622406, + 0.04597391560673714, + 0.03279172629117966 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.054930150508880615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from a medium, slightly upward angle, the camera pans steadily to the right, closely following the subject's movements. In the frame, a man in his thirties, with short, dark brown hair and a neatly trimmed beard, leans slightly forward, his expression focused and serious. He wears a dark gray, cotton, long-sleeved Henley-collared T-shirt, the sleeves casually pushed up to his elbows, revealing his muscular forearms. He is in a softly lit bedroom, with the corner of a bed covered in white sheets visible in the background. Steadily and deliberately, the man extends his right arm toward a blue nylon travel bag on the bed. The bag features black canvas handles and a silver metal zipper, half-unzipped. As the camera follows, the thick wad of banknotes clutched in his left hand becomes visible. He then carefully places the wad of bills into the bag's open mouth, his fingers delicately moving as he pushes the money deeper into the bag. The natural morning light filtering in from a side window casts soft shadows on his arm and the surface of the travel bag, highlighting the texture of the nylon and the thickness of the banknotes. The dominant color scheme of the entire scene is the vibrant blue of the travel bag, the dark gray of the man's clothing, and the white of the bed sheet, creating an atmosphere of focus, intimacy, and a touch of tension.", + "seed": 7520, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_15/index_3450_seed_7520_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05780133605003357, + "vlm_logprob": -0.05780133605003357, + "vlm_yes_no_margin": 3.399999976158142, + "vlm_token_credit": -0.05780133605003357, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1283300668001175 + ], + "opposite_logprob_tokens": [ + -2.1283299922943115 + ], + "logprob_reward": -0.1283300668001175, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1283300668001175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3177425265312195, + 0.06380140781402588, + 0.06268046796321869, + 0.2045067995786667, + 0.08009276539087296, + 0.044586941599845886, + 0.03357749804854393, + 0.03881183639168739, + 0.08890803903341293, + 0.06529174000024796 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.1283300668001175 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199829384684563 + ], + "opposite_logprob_tokens": [ + -4.018199920654297 + ], + "logprob_reward": -0.018199829384684563, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018199829384684563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4121192693710327, + 0.14276914298534393, + 0.04357445612549782, + 0.13440430164337158, + 0.04290888458490372, + 0.057604946196079254, + 0.022992365062236786, + 0.016626344993710518, + 0.07060930132865906, + 0.056390900164842606 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.018199829384684563 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099300131201744 + ], + "opposite_logprob_tokens": [ + -5.504099369049072 + ], + "logprob_reward": -0.004099300131201744, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099300131201744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06351067125797272, + 0.04530160874128342, + 0.04409516230225563, + 0.3151988983154297, + 0.14273765683174133, + 0.06278176605701447, + 0.04182339087128639, + 0.11642096191644669, + 0.09530236572027206, + 0.07282757014036179 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.004099300131201744 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809821978211403 + ], + "opposite_logprob_tokens": [ + -3.2880983352661133 + ], + "logprob_reward": -0.03809821978211403, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809821978211403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0704016163945198, + 0.11590250581502914, + 0.05499308928847313, + 0.17633216083049774, + 0.06357340514659882, + 0.05959497019648552, + 0.05723582208156586, + 0.07937448471784592, + 0.23521265387535095, + 0.08737926930189133 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.03809821978211403 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10027926415205002 + ], + "opposite_logprob_tokens": [ + -2.3502793312072754 + ], + "logprob_reward": -0.10027926415205002, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10027926415205002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13197368383407593, + 0.061284683644771576, + 0.06443243473768234, + 0.12838654220104218, + 0.12144099175930023, + 0.22155152261257172, + 0.10401863604784012, + 0.0557839497923851, + 0.06049436703324318, + 0.05063319951295853 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.10027926415205002 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from a medium, slightly upward angle, the camera pans steadily to the right, closely following the subject's movements. In the frame, a man in his thirties, with short, dark brown hair and a neatly trimmed beard, leans slightly forward, his expression focused and serious. He wears a dark gray, cotton, long-sleeved Henley-collared T-shirt, the sleeves casually pushed up to his elbows, revealing his muscular forearms. He is in a softly lit bedroom, with the corner of a bed covered in white sheets visible in the background. Steadily and deliberately, the man extends his right arm toward a blue nylon travel bag on the bed. The bag features black canvas handles and a silver metal zipper, half-unzipped. As the camera follows, the thick wad of banknotes clutched in his left hand becomes visible. He then carefully places the wad of bills into the bag's open mouth, his fingers delicately moving as he pushes the money deeper into the bag. The natural morning light filtering in from a side window casts soft shadows on his arm and the surface of the travel bag, highlighting the texture of the nylon and the thickness of the banknotes. The dominant color scheme of the entire scene is the vibrant blue of the travel bag, the dark gray of the man's clothing, and the white of the bed sheet, creating an atmosphere of focus, intimacy, and a touch of tension.", + "seed": 7521, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_15/index_3450_seed_7521_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04770540744066239, + "vlm_logprob": -0.04770540744066239, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.04770540744066239, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02377990260720253 + ], + "opposite_logprob_tokens": [ + -3.77377986907959 + ], + "logprob_reward": -0.02377990260720253, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02377990260720253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27768105268478394, + 0.0674176961183548, + 0.08824954926967621, + 0.1068614050745964, + 0.1283324956893921, + 0.041956327855587006, + 0.10468774288892746, + 0.06271078437566757, + 0.08792463690042496, + 0.03417829051613808 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.02377990260720253 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071300953626633 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.016071300953626633, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071300953626633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1606067419052124, + 0.16444656252861023, + 0.16663850843906403, + 0.04215797036886215, + 0.07486803829669952, + 0.041796136647462845, + 0.08950118720531464, + 0.10542342066764832, + 0.06191883236169815, + 0.09264271706342697 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.016071300953626633 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636845551431179 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636845551431179, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636845551431179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13011929392814636, + 0.20954212546348572, + 0.03615373373031616, + 0.068703293800354, + 0.05681826174259186, + 0.0984102115035057, + 0.20024172961711884, + 0.05851142853498459, + 0.0840185359120369, + 0.057481370866298676 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.004636845551431179 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193654991686344 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193654991686344, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193654991686344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09485909342765808, + 0.06260311603546143, + 0.08251836895942688, + 0.06940743327140808, + 0.05857770889997482, + 0.040448181331157684, + 0.0801372155547142, + 0.07223746925592422, + 0.19152578711509705, + 0.24768562614917755 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.014193654991686344 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man in his thirties with short dark brown hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray, cotton, long-sleeved Henley-collared T-shirt with sleeves pushed up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a blue nylon travel bag with black canvas handles and a silver metal zipper visible on a bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man extend a thick wad of banknotes from his left hand and place them into the open travel bag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while following the subject's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17984533309936523 + ], + "opposite_logprob_tokens": [ + -1.8048453330993652 + ], + "logprob_reward": -0.17984533309936523, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17984533309936523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0814783126115799, + 0.10529902577400208, + 0.055895473808050156, + 0.23334148526191711, + 0.08872018754482269, + 0.06549668312072754, + 0.1076674610376358, + 0.060702305287122726, + 0.17525847256183624, + 0.02614058554172516 + ], + "top_frames": [ + 3, + 8, + 6 + ], + "selected_reward": -0.17984533309936523 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_2/index_tensor([7348, 7348])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_2/index_tensor([7348, 7348])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ad819fb72921d17e4baf55bbb9bb4e72a0d1f444 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_2/index_tensor([7348, 7348])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, side-scrolling medium shot, rendered in a fluid 2D animation style, fast-tracks a young elf astride a majestic unicorn through an enchanted forest. The camera moves from left to right, maintaining perfect framing as the two race through dense foliage. The elf, with delicately pointed ears and wide, joyful eyes, leans forward in the saddle, her long, shimmering silver hair flowing dramatically behind her like a silk banner in the wind. Clad in a tunic woven from emerald green leaves and simple brown leather bracers, they clutch the unicorn's thick, flowing mane. The unicorn itself is a creature of pure magic, its fur a pearly white that seems to shimmer, its powerful legs running with swiftness and grace. Its mane and tail are a vibrant array of pastel colors, and its single, spiraling horn emits a soft inner glow. The environment is a symphony of vibrant, saturated color; ancient, gnarled trees with moss-covered bark form a dense canopy, above which hang magical, glowing orbs of light in brilliant shades of pink, teal, and gold, casting a dappled, ethereal glow across the scene. The forest floor is a carpet of soft moss and luminescent fungi, and rapid movement creates a beautiful parallax effect, with foreground ferns and flowers blurring past, enhancing the thrilling sense of speed and creating an atmosphere of pure, unadulterated magical adventure.", + "seed": 30890, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_2/index_7348_seed_30890_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14901769917923957, + "vlm_logprob": -0.14901769917923957, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.14901769917923957, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016884740442037582 + ], + "opposite_logprob_tokens": [ + -4.141884803771973 + ], + "logprob_reward": -0.016884740442037582, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016884740442037582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21623671054840088, + 0.08032660186290741, + 0.09394562989473343, + 0.047529131174087524, + 0.16400057077407837, + 0.06584561616182327, + 0.09201304614543915, + 0.14742326736450195, + 0.04586310312151909, + 0.046816274523735046 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.016884740442037582 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020602276548743248 + ], + "opposite_logprob_tokens": [ + -3.895602226257324 + ], + "logprob_reward": -0.020602276548743248, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020602276548743248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.134305939078331, + 0.06198570877313614, + 0.032595716416835785, + 0.04382520541548729, + 0.07350469380617142, + 0.3211379647254944, + 0.05405460298061371, + 0.2080802619457245, + 0.027043933048844337, + 0.043465957045555115 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.020602276548743248 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017146660247817636 + ], + "opposite_logprob_tokens": [ + -6.376714706420898 + ], + "logprob_reward": -0.0017146660247817636, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017146660247817636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20252586901187897, + 0.10320327430963516, + 0.06611422449350357, + 0.10486909747123718, + 0.09443848580121994, + 0.19618773460388184, + 0.1346876621246338, + 0.04466770589351654, + 0.022641872987151146, + 0.03066406399011612 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.0017146660247817636 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539120391011238 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.012539120391011238, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539120391011238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1949392706155777, + 0.07230396568775177, + 0.07523985952138901, + 0.05175691097974777, + 0.09713725000619888, + 0.21343937516212463, + 0.055709026753902435, + 0.14429962635040283, + 0.015821997076272964, + 0.07935266941785812 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.012539120391011238 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.693347692489624 + ], + "opposite_logprob_tokens": [ + -0.693347692489624 + ], + "logprob_reward": -0.693347692489624, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.693347692489624, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21351532638072968, + 0.17733341455459595, + 0.14279143512248993, + 0.09421132504940033, + 0.10321083664894104, + 0.0555567592382431, + 0.047837890684604645, + 0.06483591347932816, + 0.03786759078502655, + 0.06283951550722122 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.693347692489624 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "dynamic, side-scrolling medium shot, rendered in a fluid 2D animation style, fast-tracks a young elf astride a majestic unicorn through an enchanted forest. The camera moves from left to right, maintaining perfect framing as the two race through dense foliage. The elf, with delicately pointed ears and wide, joyful eyes, leans forward in the saddle, her long, shimmering silver hair flowing dramatically behind her like a silk banner in the wind. Clad in a tunic woven from emerald green leaves and simple brown leather bracers, they clutch the unicorn's thick, flowing mane. The unicorn itself is a creature of pure magic, its fur a pearly white that seems to shimmer, its powerful legs running with swiftness and grace. Its mane and tail are a vibrant array of pastel colors, and its single, spiraling horn emits a soft inner glow. The environment is a symphony of vibrant, saturated color; ancient, gnarled trees with moss-covered bark form a dense canopy, above which hang magical, glowing orbs of light in brilliant shades of pink, teal, and gold, casting a dappled, ethereal glow across the scene. The forest floor is a carpet of soft moss and luminescent fungi, and rapid movement creates a beautiful parallax effect, with foreground ferns and flowers blurring past, enhancing the thrilling sense of speed and creating an atmosphere of pure, unadulterated magical adventure.", + "seed": 30891, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_2/index_7348_seed_30891_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13716906667686998, + "vlm_logprob": -0.13716906667686998, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.13716906667686998, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043602775782346725 + ], + "opposite_logprob_tokens": [ + -3.168602705001831 + ], + "logprob_reward": -0.043602775782346725, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043602775782346725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05767561495304108, + 0.6462597250938416, + 0.051152121275663376, + 0.04443392902612686, + 0.023715676739811897, + 0.015646344050765038, + 0.034722309559583664, + 0.05567346140742302, + 0.03477403149008751, + 0.03594672679901123 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.043602775782346725 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869917407631874 + ], + "opposite_logprob_tokens": [ + -3.048699140548706 + ], + "logprob_reward": -0.04869917407631874, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869917407631874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05782989412546158, + 0.6675251126289368, + 0.024961814284324646, + 0.06007109209895134, + 0.028696859255433083, + 0.018228407949209213, + 0.015063331462442875, + 0.0389765128493309, + 0.06737485527992249, + 0.02127215638756752 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.04869917407631874 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003195182653144002 + ], + "opposite_logprob_tokens": [ + -5.753195285797119 + ], + "logprob_reward": -0.003195182653144002, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003195182653144002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1740185022354126, + 0.11109304428100586, + 0.16370420157909393, + 0.07368480414152145, + 0.13747702538967133, + 0.05366489291191101, + 0.04139392822980881, + 0.08752218633890152, + 0.06414473056793213, + 0.09329665452241898 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.003195182653144002 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420082338154316 + ], + "opposite_logprob_tokens": [ + -4.264200687408447 + ], + "logprob_reward": -0.01420082338154316, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420082338154316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11932020634412766, + 0.29060953855514526, + 0.07645303010940552, + 0.023036152124404907, + 0.08356986939907074, + 0.024050453677773476, + 0.04148712381720543, + 0.04917285591363907, + 0.1724652200937271, + 0.1198355108499527 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.01420082338154316 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761473774909973 + ], + "opposite_logprob_tokens": [ + -0.8261473774909973 + ], + "logprob_reward": -0.5761473774909973, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761473774909973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15782788395881653, + 0.1849215179681778, + 0.1277827024459839, + 0.1142091453075409, + 0.14630229771137238, + 0.08861465752124786, + 0.04199228063225746, + 0.04831722006201744, + 0.035142671316862106, + 0.05488961935043335 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.5761473774909973 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, side-scrolling medium shot, rendered in a fluid 2D animation style, fast-tracks a young elf astride a majestic unicorn through an enchanted forest. The camera moves from left to right, maintaining perfect framing as the two race through dense foliage. The elf, with delicately pointed ears and wide, joyful eyes, leans forward in the saddle, her long, shimmering silver hair flowing dramatically behind her like a silk banner in the wind. Clad in a tunic woven from emerald green leaves and simple brown leather bracers, they clutch the unicorn's thick, flowing mane. The unicorn itself is a creature of pure magic, its fur a pearly white that seems to shimmer, its powerful legs running with swiftness and grace. Its mane and tail are a vibrant array of pastel colors, and its single, spiraling horn emits a soft inner glow. The environment is a symphony of vibrant, saturated color; ancient, gnarled trees with moss-covered bark form a dense canopy, above which hang magical, glowing orbs of light in brilliant shades of pink, teal, and gold, casting a dappled, ethereal glow across the scene. The forest floor is a carpet of soft moss and luminescent fungi, and rapid movement creates a beautiful parallax effect, with foreground ferns and flowers blurring past, enhancing the thrilling sense of speed and creating an atmosphere of pure, unadulterated magical adventure.", + "seed": 30892, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_2/index_7348_seed_30892_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12890632795169948, + "vlm_logprob": -0.12890632795169948, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.12890632795169948, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030353456735610962 + ], + "opposite_logprob_tokens": [ + -3.530353546142578 + ], + "logprob_reward": -0.030353456735610962, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030353456735610962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08657144010066986, + 0.04397762194275856, + 0.02675553783774376, + 0.03890600800514221, + 0.23345279693603516, + 0.43256810307502747, + 0.016123993322253227, + 0.030307210981845856, + 0.05891739949584007, + 0.032419897615909576 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.030353456735610962 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308338597416878 + ], + "opposite_logprob_tokens": [ + -3.773308277130127 + ], + "logprob_reward": -0.023308338597416878, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308338597416878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19690963625907898, + 0.048975538462400436, + 0.13106223940849304, + 0.04035086929798126, + 0.0857478529214859, + 0.28011849522590637, + 0.046974506229162216, + 0.09247203171253204, + 0.04380524903535843, + 0.0335836187005043 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.023308338597416878 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021992563270032406 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.0021992563270032406, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021992563270032406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0655486136674881, + 0.05078720673918724, + 0.03918761759996414, + 0.04489705339074135, + 0.2481859177350998, + 0.22094392776489258, + 0.15024502575397491, + 0.070911705493927, + 0.05737314373254776, + 0.05191979557275772 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.0021992563270032406 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538767419755459 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.012538767419755459, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538767419755459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14742934703826904, + 0.0814308300614357, + 0.05994165316224098, + 0.10796254873275757, + 0.4006688594818115, + 0.042800821363925934, + 0.043810877948999405, + 0.01826084963977337, + 0.0497937873005867, + 0.04790036752820015 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.012538767419755459 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761318206787109 + ], + "opposite_logprob_tokens": [ + -0.8261318206787109 + ], + "logprob_reward": -0.5761318206787109, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761318206787109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14463642239570618, + 0.06931950151920319, + 0.13844801485538483, + 0.10467922687530518, + 0.12507358193397522, + 0.2898310422897339, + 0.03718315064907074, + 0.017606493085622787, + 0.039290428161621094, + 0.03393220528960228 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.5761318206787109 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, side-scrolling medium shot, rendered in a fluid 2D animation style, fast-tracks a young elf astride a majestic unicorn through an enchanted forest. The camera moves from left to right, maintaining perfect framing as the two race through dense foliage. The elf, with delicately pointed ears and wide, joyful eyes, leans forward in the saddle, her long, shimmering silver hair flowing dramatically behind her like a silk banner in the wind. Clad in a tunic woven from emerald green leaves and simple brown leather bracers, they clutch the unicorn's thick, flowing mane. The unicorn itself is a creature of pure magic, its fur a pearly white that seems to shimmer, its powerful legs running with swiftness and grace. Its mane and tail are a vibrant array of pastel colors, and its single, spiraling horn emits a soft inner glow. The environment is a symphony of vibrant, saturated color; ancient, gnarled trees with moss-covered bark form a dense canopy, above which hang magical, glowing orbs of light in brilliant shades of pink, teal, and gold, casting a dappled, ethereal glow across the scene. The forest floor is a carpet of soft moss and luminescent fungi, and rapid movement creates a beautiful parallax effect, with foreground ferns and flowers blurring past, enhancing the thrilling sense of speed and creating an atmosphere of pure, unadulterated magical adventure.", + "seed": 30893, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_2/index_7348_seed_30893_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1435936133377254, + "vlm_logprob": -0.1435936133377254, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.1435936133377254, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043766871094703674 + ], + "opposite_logprob_tokens": [ + -3.168766975402832 + ], + "logprob_reward": -0.043766871094703674, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043766871094703674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15441153943538666, + 0.17885279655456543, + 0.040187060832977295, + 0.12958310544490814, + 0.07968051731586456, + 0.10487620532512665, + 0.06639363616704941, + 0.06935400515794754, + 0.046172261238098145, + 0.13048888742923737 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.043766871094703674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026373829692602158 + ], + "opposite_logprob_tokens": [ + -3.651373863220215 + ], + "logprob_reward": -0.026373829692602158, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026373829692602158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25105711817741394, + 0.09198962897062302, + 0.055169809609651566, + 0.05954121798276901, + 0.11000385135412216, + 0.039213478565216064, + 0.11056088656187057, + 0.0675862729549408, + 0.0760350376367569, + 0.13884270191192627 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.026373829692602158 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024911104701459408 + ], + "opposite_logprob_tokens": [ + -6.002490997314453 + ], + "logprob_reward": -0.0024911104701459408, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024911104701459408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12295786291360855, + 0.1084207072854042, + 0.08345354348421097, + 0.0861344113945961, + 0.20612743496894836, + 0.04170074686408043, + 0.07141433656215668, + 0.10635816305875778, + 0.06934487074613571, + 0.1040879338979721 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0024911104701459408 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538060545921326 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012538060545921326, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538060545921326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.132461279630661, + 0.10105718672275543, + 0.052634332329034805, + 0.03200951963663101, + 0.2315008044242859, + 0.04363101348280907, + 0.02205846644937992, + 0.1923808455467224, + 0.06477025896310806, + 0.12749630212783813 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.012538060545921326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a side-scrolling medium shot featuring a young elf riding a unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elf wearing a tunic woven from emerald green leaves and brown leather bracers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn's fur pearly white with a mane and tail in vibrant pastel colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the unicorn's single spiraling horn emit a soft inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move from left to right while maintaining perfect framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327981948852539 + ], + "opposite_logprob_tokens": [ + -0.7577981948852539 + ], + "logprob_reward": -0.6327981948852539, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327981948852539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16861999034881592, + 0.07938021421432495, + 0.10997083783149719, + 0.0416567362844944, + 0.07020401954650879, + 0.10638289898633957, + 0.10825463384389877, + 0.1218390017747879, + 0.061751533299684525, + 0.1319400817155838 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.6327981948852539 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_3/index_tensor([182, 182])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_3/index_tensor([182, 182])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d784213dcbe4c6c93c85bf825ca2f0aade631e2c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_3/index_tensor([182, 182])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, extreme wide shot slowly advances, establishing a sprawling estate at dusk. A grand, imposing Gothic Revival mansion, constructed of dark, weathered stone and crowned with a soaring spire, rises atop a gentle hill, silhouetted against a deep indigo and violet-purple sky, the last fiery orange glow of sunset streaming along the horizon. Far below, a lone vintage luxury car, its sleek black body reflecting the fading twilight, steadily and deliberately moves down a long, winding gravel driveway. Its powerful twin headlights cut through the low-lying mist clinging to the manicured grounds, streaking sharp white beams across the gnarled, ancient trees lining the road. As the vehicle navigates the winding curves, its steady progress is the only movement in the silent landscape, its destination the distant, warmly lit windows of the mansion its only destination, creating an air of elegant isolation and a powerful atmosphere of quiet mystery.", + "seed": 31395, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_3/index_182_seed_31395_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.30038020154461265, + "vlm_logprob": -0.30038020154461265, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.30038020154461265, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3239996433258057 + ], + "opposite_logprob_tokens": [ + -0.32399964332580566 + ], + "logprob_reward": -1.3239996433258057, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3239996433258057, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.28724026679992676, + 0.05138123780488968, + 0.05591007322072983, + 0.0659918338060379, + 0.069846510887146, + 0.12391688674688339, + 0.18052639067173004, + 0.055134233087301254, + 0.04884762316942215, + 0.06120501458644867 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -1.3239996433258057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907010406255722 + ], + "opposite_logprob_tokens": [ + -2.4640700817108154 + ], + "logprob_reward": -0.08907010406255722, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907010406255722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1499626189470291, + 0.07624685764312744, + 0.05306995287537575, + 0.11769244819879532, + 0.07649197429418564, + 0.15250657498836517, + 0.049827054142951965, + 0.15654051303863525, + 0.09698047488927841, + 0.07068156450986862 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.08907010406255722 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007644801866263151 + ], + "opposite_logprob_tokens": [ + -4.8826446533203125 + ], + "logprob_reward": -0.007644801866263151, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007644801866263151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3279576301574707, + 0.0740145668387413, + 0.08470827341079712, + 0.055515848100185394, + 0.05232620611786842, + 0.06528875231742859, + 0.09235402941703796, + 0.08621248602867126, + 0.08648772537708282, + 0.07513444870710373 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.007644801866263151 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043075501918792725 + ], + "opposite_logprob_tokens": [ + -3.1680755615234375 + ], + "logprob_reward": -0.043075501918792725, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043075501918792725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15018533170223236, + 0.049032654613256454, + 0.05894217640161514, + 0.0673280581831932, + 0.06670495122671127, + 0.06469208002090454, + 0.06652173399925232, + 0.28469154238700867, + 0.03446146473288536, + 0.15744005143642426 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.043075501918792725 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811095654964447 + ], + "opposite_logprob_tokens": [ + -3.2881109714508057 + ], + "logprob_reward": -0.03811095654964447, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811095654964447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16752107441425323, + 0.07236913591623306, + 0.09463627636432648, + 0.12443491816520691, + 0.055906493216753006, + 0.05474831536412239, + 0.045764099806547165, + 0.24872995913028717, + 0.01837170124053955, + 0.11751799285411835 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.03811095654964447 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, extreme wide shot slowly advances, establishing a sprawling estate at dusk. A grand, imposing Gothic Revival mansion, constructed of dark, weathered stone and crowned with a soaring spire, rises atop a gentle hill, silhouetted against a deep indigo and violet-purple sky, the last fiery orange glow of sunset streaming along the horizon. Far below, a lone vintage luxury car, its sleek black body reflecting the fading twilight, steadily and deliberately moves down a long, winding gravel driveway. Its powerful twin headlights cut through the low-lying mist clinging to the manicured grounds, streaking sharp white beams across the gnarled, ancient trees lining the road. As the vehicle navigates the winding curves, its steady progress is the only movement in the silent landscape, its destination the distant, warmly lit windows of the mansion its only destination, creating an air of elegant isolation and a powerful atmosphere of quiet mystery.", + "seed": 31396, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_3/index_182_seed_31396_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08232504124753177, + "vlm_logprob": -0.08232504124753177, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.08232504124753177, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07046642154455185 + ], + "opposite_logprob_tokens": [ + -2.9454665184020996 + ], + "logprob_reward": -0.07046642154455185, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.07046642154455185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30164238810539246, + 0.21338918805122375, + 0.05880901962518692, + 0.062382422387599945, + 0.08590319752693176, + 0.028026055544614792, + 0.06454355269670486, + 0.05732118710875511, + 0.07432640343904495, + 0.05365656316280365 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.07046642154455185 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28136175870895386 + ], + "opposite_logprob_tokens": [ + -1.4063618183135986 + ], + "logprob_reward": -0.28136175870895386, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28136175870895386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15157154202461243, + 0.15408450365066528, + 0.05817153677344322, + 0.07958077639341354, + 0.03790837526321411, + 0.04287700355052948, + 0.12616251409053802, + 0.1572313904762268, + 0.08067865669727325, + 0.11173371225595474 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.28136175870895386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036303584929555655 + ], + "opposite_logprob_tokens": [ + -5.6286301612854 + ], + "logprob_reward": -0.0036303584929555655, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036303584929555655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15687057375907898, + 0.23336400091648102, + 0.07569747418165207, + 0.04631494730710983, + 0.04239414259791374, + 0.014597699977457523, + 0.06634337455034256, + 0.11906871944665909, + 0.18818789720535278, + 0.05716119334101677 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0036303584929555655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026360709220170975 + ], + "opposite_logprob_tokens": [ + -3.6513607501983643 + ], + "logprob_reward": -0.026360709220170975, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026360709220170975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1135355681180954, + 0.4547047019004822, + 0.060826122760772705, + 0.02989514358341694, + 0.030223296955227852, + 0.023819588124752045, + 0.12741734087467194, + 0.08625929057598114, + 0.035683829337358475, + 0.037635140120983124 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.026360709220170975 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980595827102661 + ], + "opposite_logprob_tokens": [ + -3.529805898666382 + ], + "logprob_reward": -0.02980595827102661, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980595827102661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2091091275215149, + 0.4374520778656006, + 0.06668350845575333, + 0.04377511516213417, + 0.030644504353404045, + 0.01743607223033905, + 0.06509201228618622, + 0.055597417056560516, + 0.025532452389597893, + 0.04867774620652199 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.02980595827102661 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, extreme wide shot slowly advances, establishing a sprawling estate at dusk. A grand, imposing Gothic Revival mansion, constructed of dark, weathered stone and crowned with a soaring spire, rises atop a gentle hill, silhouetted against a deep indigo and violet-purple sky, the last fiery orange glow of sunset streaming along the horizon. Far below, a lone vintage luxury car, its sleek black body reflecting the fading twilight, steadily and deliberately moves down a long, winding gravel driveway. Its powerful twin headlights cut through the low-lying mist clinging to the manicured grounds, streaking sharp white beams across the gnarled, ancient trees lining the road. As the vehicle navigates the winding curves, its steady progress is the only movement in the silent landscape, its destination the distant, warmly lit windows of the mansion its only destination, creating an air of elegant isolation and a powerful atmosphere of quiet mystery.", + "seed": 31397, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_3/index_182_seed_31397_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.25045180302113296, + "vlm_logprob": -0.25045180302113296, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.25045180302113296, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9947826862335205 + ], + "opposite_logprob_tokens": [ + -0.4947826564311981 + ], + "logprob_reward": -0.9947826862335205, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9947826862335205, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4883009195327759, + 0.0543643981218338, + 0.05185331776738167, + 0.044928714632987976, + 0.07375204563140869, + 0.09236016869544983, + 0.11967945098876953, + 0.04223980754613876, + 0.014196386560797691, + 0.018324751406908035 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.9947826862335205 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040030121803284 + ], + "opposite_logprob_tokens": [ + -1.9104002714157104 + ], + "logprob_reward": -0.16040030121803284, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040030121803284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2918771207332611, + 0.1304604858160019, + 0.09638738632202148, + 0.05826786532998085, + 0.030793119221925735, + 0.07653336971998215, + 0.1259833127260208, + 0.09799683839082718, + 0.04892187565565109, + 0.04277860373258591 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.16040030121803284 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008659076876938343 + ], + "opposite_logprob_tokens": [ + -4.7586588859558105 + ], + "logprob_reward": -0.008659076876938343, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008659076876938343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29635176062583923, + 0.06935308873653412, + 0.058723077178001404, + 0.02682149037718773, + 0.07644158601760864, + 0.051722053438425064, + 0.29131004214286804, + 0.07773113995790482, + 0.02419453114271164, + 0.02735120803117752 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.008659076876938343 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635757438838482 + ], + "opposite_logprob_tokens": [ + -3.651357650756836 + ], + "logprob_reward": -0.02635757438838482, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635757438838482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30699580907821655, + 0.05389115586876869, + 0.05253402143716812, + 0.13501255214214325, + 0.06548835337162018, + 0.07772094756364822, + 0.20011481642723083, + 0.028992727398872375, + 0.042277127504348755, + 0.036972519010305405 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.02635757438838482 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205937638878822 + ], + "opposite_logprob_tokens": [ + -2.8120594024658203 + ], + "logprob_reward": -0.06205937638878822, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205937638878822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6463618278503418, + 0.03511403501033783, + 0.044180408120155334, + 0.07075855135917664, + 0.01840674877166748, + 0.025762416422367096, + 0.09399935603141785, + 0.020093098282814026, + 0.01631951704621315, + 0.029004091396927834 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.06205937638878822 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, extreme wide shot slowly advances, establishing a sprawling estate at dusk. A grand, imposing Gothic Revival mansion, constructed of dark, weathered stone and crowned with a soaring spire, rises atop a gentle hill, silhouetted against a deep indigo and violet-purple sky, the last fiery orange glow of sunset streaming along the horizon. Far below, a lone vintage luxury car, its sleek black body reflecting the fading twilight, steadily and deliberately moves down a long, winding gravel driveway. Its powerful twin headlights cut through the low-lying mist clinging to the manicured grounds, streaking sharp white beams across the gnarled, ancient trees lining the road. As the vehicle navigates the winding curves, its steady progress is the only movement in the silent landscape, its destination the distant, warmly lit windows of the mansion its only destination, creating an air of elegant isolation and a powerful atmosphere of quiet mystery.", + "seed": 31398, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_3/index_182_seed_31398_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.40739810951054095, + "vlm_logprob": -0.40739810951054095, + "vlm_yes_no_margin": 1.3, + "vlm_token_credit": -0.40739810951054095, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20045267045497894 + ], + "opposite_logprob_tokens": [ + -1.8254526853561401 + ], + "logprob_reward": -0.20045267045497894, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.20045267045497894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3554733395576477, + 0.11168808490037918, + 0.03449075296521187, + 0.10450834780931473, + 0.06451822072267532, + 0.054386213421821594, + 0.09074140340089798, + 0.08034811913967133, + 0.04397931322455406, + 0.05986618995666504 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.20045267045497894 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761914849281311 + ], + "opposite_logprob_tokens": [ + -0.8261914849281311 + ], + "logprob_reward": -0.5761914849281311, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761914849281311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31754162907600403, + 0.07173536717891693, + 0.08063128590583801, + 0.10934323072433472, + 0.10607173293828964, + 0.0662962794303894, + 0.02949158288538456, + 0.04083783179521561, + 0.12542176246643066, + 0.052629392594099045 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.5761914849281311 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026393914595246315 + ], + "opposite_logprob_tokens": [ + -3.6513938903808594 + ], + "logprob_reward": -0.026393914595246315, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026393914595246315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2523844242095947, + 0.07245165854692459, + 0.07275941967964172, + 0.0903707966208458, + 0.17752602696418762, + 0.11398579925298691, + 0.06049377843737602, + 0.06779246032238007, + 0.05416267737746239, + 0.03807300701737404 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.026393914595246315 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053939938545227 + ], + "opposite_logprob_tokens": [ + -0.42893993854522705 + ], + "logprob_reward": -1.053939938545227, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053939938545227, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.32185041904449463, + 0.08495660871267319, + 0.15682420134544373, + 0.10283001512289047, + 0.0851074755191803, + 0.08525031805038452, + 0.042926620692014694, + 0.0386575423181057, + 0.05211151763796806, + 0.029485318809747696 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -1.053939938545227 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing towards the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grand Gothic Revival mansion made of dark, weathered stone with a soaring spire visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone vintage luxury car with a sleek black body moving down a long, winding gravel driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the car's twin headlights emitting sharp white beams cutting through low-lying mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1800125390291214 + ], + "opposite_logprob_tokens": [ + -1.805012583732605 + ], + "logprob_reward": -0.1800125390291214, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1800125390291214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3999090790748596, + 0.07132813334465027, + 0.16113384068012238, + 0.09718576818704605, + 0.05880647525191307, + 0.046550314873456955, + 0.040323592722415924, + 0.03533942997455597, + 0.06026105582714081, + 0.029162315651774406 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.1800125390291214 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_4/index_tensor([2173, 2173])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_4/index_tensor([2173, 2173])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b8a711ac7e8db2d60a2494f67095e02464776c94 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_4/index_tensor([2173, 2173])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly upward perspective, initially static, focuses on a crow perched on a bare, cracked, gray branch. Its inky black feathers gleam like a metallic sheen in the soft, diffuse light of an overcast sky. Its sharp, alert black eyes survey its surroundings, its body tense, as if poised for a sudden explosion. The background is a pale, gloomy, soft-focus sky, a blurry, milky white canvas. Suddenly, it pushes away from the branch, decisively and swiftly spreading its massive black wings. With a powerful downward flap, its entire body instantly soars into the air. The camera then rapidly tilts upward, capturing its outstretched wings as they sweep across the sky in a soft-focus frame, transforming into an elegant yet swift black arc before disappearing from view. The entire process, captured in minimalist black and gray tones, creates a dramatic tension of loneliness, awe, and primal vitality.", + "seed": 27637, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_4/index_2173_seed_27637_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018986588483676313, + "vlm_logprob": -0.018986588483676313, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.018986588483676313, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006358156446367502 + ], + "opposite_logprob_tokens": [ + -5.3813581466674805 + ], + "logprob_reward": -0.006358156446367502, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.006358156446367502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1690211445093155, + 0.08446656912565231, + 0.05440332368016243, + 0.035375334322452545, + 0.07998926937580109, + 0.31995707750320435, + 0.11090854555368423, + 0.039718836545944214, + 0.04701857268810272, + 0.059141382575035095 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.006358156446367502 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004656661301851273 + ], + "opposite_logprob_tokens": [ + -5.379656791687012 + ], + "logprob_reward": -0.004656661301851273, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004656661301851273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13882572948932648, + 0.2772332727909088, + 0.1173674538731575, + 0.061836302280426025, + 0.10452353209257126, + 0.04259718954563141, + 0.07099130004644394, + 0.09526293724775314, + 0.031456951051950455, + 0.05990532785654068 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.004656661301851273 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013375869020819664 + ], + "opposite_logprob_tokens": [ + -6.62633752822876 + ], + "logprob_reward": -0.0013375869020819664, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013375869020819664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09609706699848175, + 0.1567547768354416, + 0.029708243906497955, + 0.057777900248765945, + 0.1483832448720932, + 0.09151343256235123, + 0.15038171410560608, + 0.07332625240087509, + 0.07556042075157166, + 0.12049689143896103 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.0013375869020819664 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896597683429718 + ], + "opposite_logprob_tokens": [ + -2.578965902328491 + ], + "logprob_reward": -0.07896597683429718, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896597683429718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1198393926024437, + 0.10177727788686752, + 0.05629953742027283, + 0.0773925930261612, + 0.1394273340702057, + 0.1149100512266159, + 0.10443133115768433, + 0.07946476340293884, + 0.12990228831768036, + 0.07655549794435501 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.07896597683429718 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036145609337836504 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.0036145609337836504, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036145609337836504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08861285448074341, + 0.0890929326415062, + 0.02968619205057621, + 0.0328170545399189, + 0.10287318378686905, + 0.03266015276312828, + 0.06779105216264725, + 0.1369493156671524, + 0.03823499009013176, + 0.381282240152359 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.0036145609337836504 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly upward perspective, initially static, focuses on a crow perched on a bare, cracked, gray branch. Its inky black feathers gleam like a metallic sheen in the soft, diffuse light of an overcast sky. Its sharp, alert black eyes survey its surroundings, its body tense, as if poised for a sudden explosion. The background is a pale, gloomy, soft-focus sky, a blurry, milky white canvas. Suddenly, it pushes away from the branch, decisively and swiftly spreading its massive black wings. With a powerful downward flap, its entire body instantly soars into the air. The camera then rapidly tilts upward, capturing its outstretched wings as they sweep across the sky in a soft-focus frame, transforming into an elegant yet swift black arc before disappearing from view. The entire process, captured in minimalist black and gray tones, creates a dramatic tension of loneliness, awe, and primal vitality.", + "seed": 27638, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_4/index_2173_seed_27638_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.017805048590525986, + "vlm_logprob": -0.017805048590525986, + "vlm_yes_no_margin": 5.075, + "vlm_token_credit": -0.017805048590525986, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0063566165044903755 + ], + "opposite_logprob_tokens": [ + -5.381356716156006 + ], + "logprob_reward": -0.0063566165044903755, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0063566165044903755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06484392285346985, + 0.03317592293024063, + 0.027120819315314293, + 0.023651981726288795, + 0.09493006765842438, + 0.1128242239356041, + 0.29806798696517944, + 0.2742694914340973, + 0.024867059662938118, + 0.04624851420521736 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.0063566165044903755 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007651663385331631 + ], + "opposite_logprob_tokens": [ + -4.8826518058776855 + ], + "logprob_reward": -0.007651663385331631, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007651663385331631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0758659690618515, + 0.03923514485359192, + 0.029114315286278725, + 0.019827300682663918, + 0.14849358797073364, + 0.1034521758556366, + 0.27630189061164856, + 0.2362336665391922, + 0.01669004000723362, + 0.05478590726852417 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.007651663385331631 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009227308910340071 + ], + "opposite_logprob_tokens": [ + -7.000922679901123 + ], + "logprob_reward": -0.0009227308910340071, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009227308910340071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04284684732556343, + 0.022905005142092705, + 0.024098996073007584, + 0.020741943269968033, + 0.09676297754049301, + 0.14126671850681305, + 0.2550193667411804, + 0.20909760892391205, + 0.04445057362318039, + 0.14281001687049866 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.0009227308910340071 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000169903039932 + ], + "opposite_logprob_tokens": [ + -2.6950016021728516 + ], + "logprob_reward": -0.07000169903039932, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000169903039932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03339701518416405, + 0.01719130016863346, + 0.019538622349500656, + 0.019368460401892662, + 0.15747617185115814, + 0.09610945731401443, + 0.23744003474712372, + 0.1993556171655655, + 0.11614398658275604, + 0.10397926717996597 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.07000169903039932 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092533141374588 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092533141374588, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092533141374588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04771149158477783, + 0.012223954312503338, + 0.015253025107085705, + 0.012554928660392761, + 0.2355288416147232, + 0.2651587724685669, + 0.14897722005844116, + 0.15585599839687347, + 0.030350401997566223, + 0.07638529688119888 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.004092533141374588 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly upward perspective, initially static, focuses on a crow perched on a bare, cracked, gray branch. Its inky black feathers gleam like a metallic sheen in the soft, diffuse light of an overcast sky. Its sharp, alert black eyes survey its surroundings, its body tense, as if poised for a sudden explosion. The background is a pale, gloomy, soft-focus sky, a blurry, milky white canvas. Suddenly, it pushes away from the branch, decisively and swiftly spreading its massive black wings. With a powerful downward flap, its entire body instantly soars into the air. The camera then rapidly tilts upward, capturing its outstretched wings as they sweep across the sky in a soft-focus frame, transforming into an elegant yet swift black arc before disappearing from view. The entire process, captured in minimalist black and gray tones, creates a dramatic tension of loneliness, awe, and primal vitality.", + "seed": 27639, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_4/index_2173_seed_27639_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.006957909185439348, + "vlm_logprob": -0.006957909185439348, + "vlm_yes_no_margin": 5.375, + "vlm_token_credit": -0.006957909185439348, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006820847745984793 + ], + "opposite_logprob_tokens": [ + -5.6318206787109375 + ], + "logprob_reward": -0.006820847745984793, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.006820847745984793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06667613983154297, + 0.021510103717446327, + 0.019720423966646194, + 0.022241950035095215, + 0.04093305394053459, + 0.07203742861747742, + 0.25416433811187744, + 0.16232816874980927, + 0.300454705953598, + 0.039933692663908005 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.006820847745984793 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00677301362156868 + ], + "opposite_logprob_tokens": [ + -5.006772994995117 + ], + "logprob_reward": -0.00677301362156868, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00677301362156868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10599889606237411, + 0.044362302869558334, + 0.0468071810901165, + 0.09686148911714554, + 0.153059720993042, + 0.0692061334848404, + 0.16906659305095673, + 0.10022910684347153, + 0.12270206958055496, + 0.09170650690793991 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.00677301362156868 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010486110113561153 + ], + "opposite_logprob_tokens": [ + -6.876048564910889 + ], + "logprob_reward": -0.0010486110113561153, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010486110113561153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043804753571748734, + 0.03164472058415413, + 0.033745601773262024, + 0.08234089612960815, + 0.10347012430429459, + 0.20448149740695953, + 0.10948499292135239, + 0.13941846787929535, + 0.18868179619312286, + 0.06292711198329926 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.0010486110113561153 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195770025253296 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014195770025253296, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195770025253296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014377948828041553, + 0.010837473906576633, + 0.013511309400200844, + 0.05679801478981972, + 0.3011651039123535, + 0.023717815056443214, + 0.22559797763824463, + 0.1151714026927948, + 0.17020033299922943, + 0.06862261146306992 + ], + "top_frames": [ + 4, + 6, + 8 + ], + "selected_reward": -0.014195770025253296 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951303523033857 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.005951303523033857, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951303523033857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03084454871714115, + 0.023029744625091553, + 0.012737390585243702, + 0.04572945460677147, + 0.03265644237399101, + 0.08127953112125397, + 0.2147587239742279, + 0.04411384090781212, + 0.48181673884391785, + 0.03303361311554909 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.005951303523033857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly upward perspective, initially static, focuses on a crow perched on a bare, cracked, gray branch. Its inky black feathers gleam like a metallic sheen in the soft, diffuse light of an overcast sky. Its sharp, alert black eyes survey its surroundings, its body tense, as if poised for a sudden explosion. The background is a pale, gloomy, soft-focus sky, a blurry, milky white canvas. Suddenly, it pushes away from the branch, decisively and swiftly spreading its massive black wings. With a powerful downward flap, its entire body instantly soars into the air. The camera then rapidly tilts upward, capturing its outstretched wings as they sweep across the sky in a soft-focus frame, transforming into an elegant yet swift black arc before disappearing from view. The entire process, captured in minimalist black and gray tones, creates a dramatic tension of loneliness, awe, and primal vitality.", + "seed": 27640, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_4/index_2173_seed_27640_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.00885990047827363, + "vlm_logprob": -0.00885990047827363, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.00885990047827363, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008461575955152512 + ], + "opposite_logprob_tokens": [ + -5.0084614753723145 + ], + "logprob_reward": -0.008461575955152512, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.008461575955152512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027314096689224243, + 0.02449018694460392, + 0.04707293584942818, + 0.11252602189779282, + 0.060337990522384644, + 0.6099968552589417, + 0.03257054463028908, + 0.03214527294039726, + 0.01748518832027912, + 0.036060865968465805 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.008461575955152512 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008670540526509285 + ], + "opposite_logprob_tokens": [ + -4.758670330047607 + ], + "logprob_reward": -0.008670540526509285, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008670540526509285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09546362608671188, + 0.08932243287563324, + 0.1033342033624649, + 0.13048124313354492, + 0.04681737720966339, + 0.19644559919834137, + 0.08347222954034805, + 0.07039123773574829, + 0.1260191947221756, + 0.05825283005833626 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.008670540526509285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013386583887040615 + ], + "opposite_logprob_tokens": [ + -6.626338481903076 + ], + "logprob_reward": -0.0013386583887040615, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013386583887040615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022771025076508522, + 0.01597559079527855, + 0.10409317165613174, + 0.07111348956823349, + 0.0949716791510582, + 0.08875172585248947, + 0.10918347537517548, + 0.1058897078037262, + 0.069518081843853, + 0.3177320957183838 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.0013386583887040615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020576000213623047 + ], + "opposite_logprob_tokens": [ + -3.895576000213623 + ], + "logprob_reward": -0.020576000213623047, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020576000213623047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031790975481271744, + 0.014158273115754128, + 0.027347486466169357, + 0.020607665181159973, + 0.04052620753645897, + 0.09887150675058365, + 0.024405471980571747, + 0.03353950381278992, + 0.3102254569530487, + 0.3985274136066437 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.020576000213623047 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a crow perched on a bare, cracked, gray branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the crow have inky black feathers with a metallic sheen and sharp black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow push off the branch and spread its massive black wings to soar upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt upward to capture the crow's wings sweeping across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in minimalist black and gray tones with a soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252727307379246 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.005252727307379246, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252727307379246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04141010344028473, + 0.01283280085772276, + 0.07024656236171722, + 0.08818384259939194, + 0.061554718762636185, + 0.1914825737476349, + 0.07312189787626266, + 0.062385618686676025, + 0.17572183907032013, + 0.22306011617183685 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.005252727307379246 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_5/index_tensor([8576, 8576])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_5/index_tensor([8576, 8576])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c1acccc041088d6239fc544c8df2005528b464bc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_5/index_tensor([8576, 8576])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static wide-angle shot captures a remarkably tranquil body of water, its surface a calm, tea-colored, light brown liquid, suggestive of suspended sediment at the pond's bottom. Gentle, almost imperceptible ripples drift across the surface, capturing the warm, diffuse glow of the afternoon sun and creating a subtle, shimmering texture. In the lower right corner of the frame, two weathered rocks interrupt the water's calm, creating a rugged contrast. The larger rock in the foreground, a solid dark gray, its uneven, damp surface partially covered in vibrant green moss, sits heavily in its semi-submerged position, serving as a solid anchor for the composition. Just behind it, a smaller, similarly textured rock creates a sense of depth. The camera remains perfectly still, allowing the subtle friction of water against stone to be the only subtle movement in a scene dominated by a warm, earthy palette, evoking an atmosphere of deep, contemplative tranquility and undisturbed natural peace.", + "seed": 29598, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_5/index_8576_seed_29598_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.23474130583927036, + "vlm_logprob": -0.23474130583927036, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.23474130583927036, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23903857171535492 + ], + "opposite_logprob_tokens": [ + -1.6140385866165161 + ], + "logprob_reward": -0.23903857171535492, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23903857171535492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47464731335639954, + 0.09481589496135712, + 0.03180765360593796, + 0.05427076295018196, + 0.03353025019168854, + 0.1601608544588089, + 0.02247401513159275, + 0.03630421683192253, + 0.028646694496273994, + 0.06334236264228821 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.23903857171535492 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983529806137085 + ], + "opposite_logprob_tokens": [ + -0.5233529806137085 + ], + "logprob_reward": -0.8983529806137085, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983529806137085, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2818852365016937, + 0.036287371069192886, + 0.04928665980696678, + 0.042633745819330215, + 0.07091724872589111, + 0.3447539806365967, + 0.03468013182282448, + 0.041325826197862625, + 0.04059717804193497, + 0.05763259530067444 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.8983529806137085 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020596904680132866 + ], + "opposite_logprob_tokens": [ + -3.895596981048584 + ], + "logprob_reward": -0.020596904680132866, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020596904680132866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21480822563171387, + 0.08414650708436966, + 0.05115720257163048, + 0.06946439296007156, + 0.03936753422021866, + 0.2561691999435425, + 0.013198958709836006, + 0.02360631711781025, + 0.030809670686721802, + 0.217272087931633 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.020596904680132866 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081107892096043 + ], + "opposite_logprob_tokens": [ + -4.511081218719482 + ], + "logprob_reward": -0.011081107892096043, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081107892096043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.323527455329895, + 0.03754991665482521, + 0.12686488032341003, + 0.16175949573516846, + 0.10012441873550415, + 0.05831538513302803, + 0.027912110090255737, + 0.03503265604376793, + 0.024764159694314003, + 0.10414951294660568 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.011081107892096043 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046369642950594425 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.0046369642950594425, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046369642950594425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2651916444301605, + 0.08085669577121735, + 0.11233503371477127, + 0.08787957578897476, + 0.14967088401317596, + 0.07613162696361542, + 0.04585690796375275, + 0.04724028334021568, + 0.04784155637025833, + 0.08699578791856766 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0046369642950594425 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide-angle shot captures a remarkably tranquil body of water, its surface a calm, tea-colored, light brown liquid, suggestive of suspended sediment at the pond's bottom. Gentle, almost imperceptible ripples drift across the surface, capturing the warm, diffuse glow of the afternoon sun and creating a subtle, shimmering texture. In the lower right corner of the frame, two weathered rocks interrupt the water's calm, creating a rugged contrast. The larger rock in the foreground, a solid dark gray, its uneven, damp surface partially covered in vibrant green moss, sits heavily in its semi-submerged position, serving as a solid anchor for the composition. Just behind it, a smaller, similarly textured rock creates a sense of depth. The camera remains perfectly still, allowing the subtle friction of water against stone to be the only subtle movement in a scene dominated by a warm, earthy palette, evoking an atmosphere of deep, contemplative tranquility and undisturbed natural peace.", + "seed": 29599, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_5/index_8576_seed_29599_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22191076250746847, + "vlm_logprob": -0.22191076250746847, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.22191076250746847, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.329392671585083 + ], + "opposite_logprob_tokens": [ + -1.329392671585083 + ], + "logprob_reward": -0.329392671585083, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.329392671585083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4109981656074524, + 0.2188083529472351, + 0.07074671238660812, + 0.0369323268532753, + 0.03378897160291672, + 0.07076895236968994, + 0.04675236716866493, + 0.02562917210161686, + 0.033412281423807144, + 0.05216264724731445 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.329392671585083 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933969855308533 + ], + "opposite_logprob_tokens": [ + -0.6933969855308533 + ], + "logprob_reward": -0.6933969855308533, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933969855308533, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2065916359424591, + 0.09228095412254333, + 0.08182317018508911, + 0.08858554065227509, + 0.0788397490978241, + 0.07352247834205627, + 0.07327921688556671, + 0.04493701457977295, + 0.10401362180709839, + 0.1561266928911209 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.6933969855308533 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207416579127312 + ], + "opposite_logprob_tokens": [ + -2.8120741844177246 + ], + "logprob_reward": -0.06207416579127312, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207416579127312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4063973128795624, + 0.17971594631671906, + 0.14668509364128113, + 0.03904137387871742, + 0.04930916801095009, + 0.05020742863416672, + 0.0362849123775959, + 0.0378287136554718, + 0.02165062539279461, + 0.03287941962480545 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.06207416579127312 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020592233166098595 + ], + "opposite_logprob_tokens": [ + -3.895592212677002 + ], + "logprob_reward": -0.020592233166098595, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020592233166098595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3050616979598999, + 0.16438326239585876, + 0.09046052396297455, + 0.10570622980594635, + 0.07979295402765274, + 0.06005394086241722, + 0.043000686913728714, + 0.05121053382754326, + 0.05824954807758331, + 0.04208065941929817 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.020592233166098595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097756464034319 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004097756464034319, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097756464034319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34946465492248535, + 0.1182396337389946, + 0.09959981590509415, + 0.05155213922262192, + 0.12418655306100845, + 0.052135974168777466, + 0.056196410208940506, + 0.045839063823223114, + 0.04290539771318436, + 0.059880331158638 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.004097756464034319 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide-angle shot captures a remarkably tranquil body of water, its surface a calm, tea-colored, light brown liquid, suggestive of suspended sediment at the pond's bottom. Gentle, almost imperceptible ripples drift across the surface, capturing the warm, diffuse glow of the afternoon sun and creating a subtle, shimmering texture. In the lower right corner of the frame, two weathered rocks interrupt the water's calm, creating a rugged contrast. The larger rock in the foreground, a solid dark gray, its uneven, damp surface partially covered in vibrant green moss, sits heavily in its semi-submerged position, serving as a solid anchor for the composition. Just behind it, a smaller, similarly textured rock creates a sense of depth. The camera remains perfectly still, allowing the subtle friction of water against stone to be the only subtle movement in a scene dominated by a warm, earthy palette, evoking an atmosphere of deep, contemplative tranquility and undisturbed natural peace.", + "seed": 29600, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_5/index_8576_seed_29600_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2289974206360057, + "vlm_logprob": -0.2289974206360057, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.2289974206360057, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5430871248245239 + ], + "opposite_logprob_tokens": [ + -0.9180871248245239 + ], + "logprob_reward": -0.5430871248245239, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5430871248245239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4408797025680542, + 0.08635251969099045, + 0.0945931077003479, + 0.038003284484148026, + 0.06888677179813385, + 0.05028769373893738, + 0.04618868976831436, + 0.03549111261963844, + 0.0856006070971489, + 0.053716570138931274 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.5430871248245239 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233860015869141 + ], + "opposite_logprob_tokens": [ + -0.8983860015869141 + ], + "logprob_reward": -0.5233860015869141, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233860015869141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17794069647789001, + 0.09132653474807739, + 0.15204297006130219, + 0.07215649634599686, + 0.14994925260543823, + 0.07952018827199936, + 0.04701092839241028, + 0.08061095327138901, + 0.0983416959643364, + 0.05110028386116028 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.5233860015869141 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006360590457916 + ], + "opposite_logprob_tokens": [ + -2.695063591003418 + ], + "logprob_reward": -0.07006360590457916, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006360590457916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29846614599227905, + 0.10834532976150513, + 0.10700133442878723, + 0.031002718955278397, + 0.10458648204803467, + 0.15062077343463898, + 0.03950880095362663, + 0.02929018624126911, + 0.07249834388494492, + 0.05867985263466835 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.07006360590457916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737846881151199 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.006737846881151199, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737846881151199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10144241154193878, + 0.1065586507320404, + 0.17154186964035034, + 0.12115741521120071, + 0.09271524101495743, + 0.250960111618042, + 0.03222363069653511, + 0.022165417671203613, + 0.06382673978805542, + 0.037408508360385895 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.006737846881151199 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001712523982860148 + ], + "opposite_logprob_tokens": [ + -6.376712322235107 + ], + "logprob_reward": -0.001712523982860148, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001712523982860148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2974298298358917, + 0.07802348583936691, + 0.15990564227104187, + 0.06369372457265854, + 0.048915501683950424, + 0.14431670308113098, + 0.04557568207383156, + 0.03249068185687065, + 0.06961999088525772, + 0.06002874672412872 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.001712523982860148 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide-angle shot captures a remarkably tranquil body of water, its surface a calm, tea-colored, light brown liquid, suggestive of suspended sediment at the pond's bottom. Gentle, almost imperceptible ripples drift across the surface, capturing the warm, diffuse glow of the afternoon sun and creating a subtle, shimmering texture. In the lower right corner of the frame, two weathered rocks interrupt the water's calm, creating a rugged contrast. The larger rock in the foreground, a solid dark gray, its uneven, damp surface partially covered in vibrant green moss, sits heavily in its semi-submerged position, serving as a solid anchor for the composition. Just behind it, a smaller, similarly textured rock creates a sense of depth. The camera remains perfectly still, allowing the subtle friction of water against stone to be the only subtle movement in a scene dominated by a warm, earthy palette, evoking an atmosphere of deep, contemplative tranquility and undisturbed natural peace.", + "seed": 29601, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_5/index_8576_seed_29601_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.22133038556203247, + "vlm_logprob": -0.22133038556203247, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.22133038556203247, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34726765751838684 + ], + "opposite_logprob_tokens": [ + -1.3472676277160645 + ], + "logprob_reward": -0.34726765751838684, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.34726765751838684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5264801383018494, + 0.09219585359096527, + 0.0897369459271431, + 0.14513055980205536, + 0.07775302231311798, + 0.01006154716014862, + 0.014183448627591133, + 0.010423744097352028, + 0.007148519158363342, + 0.0268862247467041 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.34726765751838684 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328625082969666 + ], + "opposite_logprob_tokens": [ + -0.7578625082969666 + ], + "logprob_reward": -0.6328625082969666, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328625082969666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5311365723609924, + 0.029851073399186134, + 0.03719574213027954, + 0.2251630425453186, + 0.03148813545703888, + 0.024955691769719124, + 0.03689064458012581, + 0.016866672784090042, + 0.019371317699551582, + 0.0470811128616333 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.6328625082969666 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298262070864439 + ], + "opposite_logprob_tokens": [ + -3.5298261642456055 + ], + "logprob_reward": -0.0298262070864439, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298262070864439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08844263106584549, + 0.22124138474464417, + 0.05754457041621208, + 0.24636615812778473, + 0.2873411178588867, + 0.005983240902423859, + 0.006858442910015583, + 0.011370847001671791, + 0.009194007143378258, + 0.06565757840871811 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.0298262070864439 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906116336584091 + ], + "opposite_logprob_tokens": [ + -2.4640612602233887 + ], + "logprob_reward": -0.08906116336584091, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906116336584091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40915369987487793, + 0.07960637658834457, + 0.05636851117014885, + 0.13795608282089233, + 0.14809411764144897, + 0.0490836463868618, + 0.035780467092990875, + 0.02599632553756237, + 0.028314294293522835, + 0.029646478593349457 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.08906116336584091 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water surface a calm, tea-colored, light brown liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two weathered rocks visible in the lower right corner of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the larger foreground rock dark gray with vibrant green moss on its uneven, damp surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634391542524099 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.007634391542524099, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634391542524099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3336310088634491, + 0.07141841948032379, + 0.18210053443908691, + 0.12711378931999207, + 0.08487509191036224, + 0.049822550266981125, + 0.019841620698571205, + 0.01861904375255108, + 0.02043502777814865, + 0.09214295446872711 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.007634391542524099 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_6/index_tensor([2275, 2275])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_6/index_tensor([2275, 2275])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2d2c48b8be4217d1c8f07d9da576bf2c28a377c3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_6/index_tensor([2275, 2275])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with an extreme close-up, the camera frozen, focused on a single, intact dandelion. In the soft, golden afternoon sunlight, its perfect sphere of countless delicate white hairs appears remarkably sacred, the light filtering through, giving each hair a soft halo around its edges. The background blurs into a soft patch of green and gold. A gentle breeze sweeps across the dandelion, causing the entire ball to tremble slightly. Dozens of mature seeds begin to loosen, then, carefully lifted by the wind, detach themselves from the dark brown receptacle and begin their journey into the distance. At this moment, the camera, in a seamless transition, precisely shifts focus from the mother plant to one of the newly departed seeds, and begins a smooth tracking motion to the right. This seed, with its dark brown spindle-shaped seeds and radiating light umbrella-shaped pappus, gracefully rotates and undulates in the air. Its white pappus appears translucent in the light. It is carried steadily and calmly by the air currents, floating towards the depths of the blurred, sun-drenched meadow in the distance. The whole picture is filled with a poetic atmosphere of tranquility, hope and continuation of life, creating an ultimate sense of fantasy.", + "seed": 32829, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_6/index_2275_seed_32829_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07070244606584311, + "vlm_logprob": -0.07070244606584311, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.07070244606584311, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013886268250644207 + ], + "opposite_logprob_tokens": [ + -4.388886451721191 + ], + "logprob_reward": -0.013886268250644207, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013886268250644207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06988824903964996, + 0.0958627387881279, + 0.13303238153457642, + 0.18255147337913513, + 0.04155805706977844, + 0.07327365130186081, + 0.0521356426179409, + 0.27557170391082764, + 0.03371661156415939, + 0.04240947216749191 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.013886268250644207 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499796196818352 + ], + "opposite_logprob_tokens": [ + -2.9299979209899902 + ], + "logprob_reward": -0.05499796196818352, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499796196818352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0743885263800621, + 0.07054316252470016, + 0.28726834058761597, + 0.050213225185871124, + 0.09251885861158371, + 0.03791448846459389, + 0.0933055430650711, + 0.15809562802314758, + 0.08498343825340271, + 0.05076870694756508 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.05499796196818352 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897589355707169 + ], + "opposite_logprob_tokens": [ + -2.5789759159088135 + ], + "logprob_reward": -0.07897589355707169, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897589355707169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025424182415008545, + 0.07901731878519058, + 0.03466195613145828, + 0.09027780592441559, + 0.04786352813243866, + 0.02174198627471924, + 0.14814361929893494, + 0.41284626722335815, + 0.04153551161289215, + 0.09848786890506744 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.07897589355707169 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015560120344162 + ], + "opposite_logprob_tokens": [ + -1.7015559673309326 + ], + "logprob_reward": -0.2015560120344162, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015560120344162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03353773429989815, + 0.017229316756129265, + 0.036424580961465836, + 0.09998095035552979, + 0.03041786700487137, + 0.08959899842739105, + 0.10273998975753784, + 0.4967854917049408, + 0.015964455902576447, + 0.0773206278681755 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.2015560120344162 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096094518899918 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004096094518899918, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096094518899918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04750892147421837, + 0.08222127705812454, + 0.0206195916980505, + 0.08933106064796448, + 0.11516004800796509, + 0.06936775892972946, + 0.016989093273878098, + 0.4359172284603119, + 0.0910615548491478, + 0.03182344511151314 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.004096094518899918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with an extreme close-up, the camera frozen, focused on a single, intact dandelion. In the soft, golden afternoon sunlight, its perfect sphere of countless delicate white hairs appears remarkably sacred, the light filtering through, giving each hair a soft halo around its edges. The background blurs into a soft patch of green and gold. A gentle breeze sweeps across the dandelion, causing the entire ball to tremble slightly. Dozens of mature seeds begin to loosen, then, carefully lifted by the wind, detach themselves from the dark brown receptacle and begin their journey into the distance. At this moment, the camera, in a seamless transition, precisely shifts focus from the mother plant to one of the newly departed seeds, and begins a smooth tracking motion to the right. This seed, with its dark brown spindle-shaped seeds and radiating light umbrella-shaped pappus, gracefully rotates and undulates in the air. Its white pappus appears translucent in the light. It is carried steadily and calmly by the air currents, floating towards the depths of the blurred, sun-drenched meadow in the distance. The whole picture is filled with a poetic atmosphere of tranquility, hope and continuation of life, creating an ultimate sense of fantasy.", + "seed": 32830, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_6/index_2275_seed_32830_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.036886757239699364, + "vlm_logprob": -0.036886757239699364, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.036886757239699364, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.035425953567028046 + ], + "opposite_logprob_tokens": [ + -3.410425901412964 + ], + "logprob_reward": -0.035425953567028046, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.035425953567028046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1560572385787964, + 0.09182652086019516, + 0.1464892029762268, + 0.16215136647224426, + 0.04790796712040901, + 0.1271110475063324, + 0.030444419011473656, + 0.16727696359157562, + 0.05206923186779022, + 0.01866602711379528 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.035425953567028046 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0487087108194828 + ], + "opposite_logprob_tokens": [ + -3.04870867729187 + ], + "logprob_reward": -0.0487087108194828, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0487087108194828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10602020472288132, + 0.07759644091129303, + 0.11469393223524094, + 0.0571187399327755, + 0.07850389927625656, + 0.1086166724562645, + 0.09744970500469208, + 0.1124819740653038, + 0.10320521891117096, + 0.144313246011734 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.0487087108194828 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607470214366913 + ], + "opposite_logprob_tokens": [ + -4.1410746574401855 + ], + "logprob_reward": -0.01607470214366913, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607470214366913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06740351766347885, + 0.054631054401397705, + 0.06863761693239212, + 0.046457018703222275, + 0.030853010714054108, + 0.1097441241145134, + 0.17332081496715546, + 0.04775739088654518, + 0.20274780690670013, + 0.19844764471054077 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.01607470214366913 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897038757801056 + ], + "opposite_logprob_tokens": [ + -2.578970432281494 + ], + "logprob_reward": -0.07897038757801056, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897038757801056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02757677435874939, + 0.028230927884578705, + 0.06481584161520004, + 0.021121926605701447, + 0.048178721219301224, + 0.4315253496170044, + 0.03550959751009941, + 0.14113309979438782, + 0.15769967436790466, + 0.044208161532878876 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.07897038757801056 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254032090306282 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254032090306282, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254032090306282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045131947845220566, + 0.06787890195846558, + 0.07826007902622223, + 0.02552078478038311, + 0.14450086653232574, + 0.2416839301586151, + 0.07086194306612015, + 0.19679397344589233, + 0.028037359938025475, + 0.1013302132487297 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.005254032090306282 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with an extreme close-up, the camera frozen, focused on a single, intact dandelion. In the soft, golden afternoon sunlight, its perfect sphere of countless delicate white hairs appears remarkably sacred, the light filtering through, giving each hair a soft halo around its edges. The background blurs into a soft patch of green and gold. A gentle breeze sweeps across the dandelion, causing the entire ball to tremble slightly. Dozens of mature seeds begin to loosen, then, carefully lifted by the wind, detach themselves from the dark brown receptacle and begin their journey into the distance. At this moment, the camera, in a seamless transition, precisely shifts focus from the mother plant to one of the newly departed seeds, and begins a smooth tracking motion to the right. This seed, with its dark brown spindle-shaped seeds and radiating light umbrella-shaped pappus, gracefully rotates and undulates in the air. Its white pappus appears translucent in the light. It is carried steadily and calmly by the air currents, floating towards the depths of the blurred, sun-drenched meadow in the distance. The whole picture is filled with a poetic atmosphere of tranquility, hope and continuation of life, creating an ultimate sense of fantasy.", + "seed": 32831, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_6/index_2275_seed_32831_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06674069403670728, + "vlm_logprob": -0.06674069403670728, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.06674069403670728, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016142504289746284 + ], + "opposite_logprob_tokens": [ + -4.26614236831665 + ], + "logprob_reward": -0.016142504289746284, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.016142504289746284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04957619309425354, + 0.034803155809640884, + 0.04639875888824463, + 0.15599340200424194, + 0.11098882555961609, + 0.31027132272720337, + 0.11038882285356522, + 0.12842616438865662, + 0.021643316373229027, + 0.03151005133986473 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.016142504289746284 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22562669217586517 + ], + "opposite_logprob_tokens": [ + -1.6006267070770264 + ], + "logprob_reward": -0.22562669217586517, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22562669217586517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01340883132070303, + 0.04545852914452553, + 0.03546697646379471, + 0.24476338922977448, + 0.03897826373577118, + 0.17120158672332764, + 0.09006582200527191, + 0.14524823427200317, + 0.07821432501077652, + 0.13719408214092255 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.22562669217586517 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780935011804104 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.009780935011804104, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780935011804104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03410893306136131, + 0.06563001871109009, + 0.031338371336460114, + 0.1856335699558258, + 0.06508366763591766, + 0.18233631551265717, + 0.0850391834974289, + 0.10298720002174377, + 0.06991957873106003, + 0.17792312800884247 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.009780935011804104 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896124571561813 + ], + "opposite_logprob_tokens": [ + -2.578961133956909 + ], + "logprob_reward": -0.07896124571561813, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896124571561813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022006293758749962, + 0.13204611837863922, + 0.1059892475605011, + 0.1155470758676529, + 0.07543167471885681, + 0.2386292964220047, + 0.029065776616334915, + 0.09917044639587402, + 0.061021313071250916, + 0.12109274417161942 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.07896124571561813 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003192092990502715 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.003192092990502715, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003192092990502715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06312660872936249, + 0.05745846778154373, + 0.0523737408220768, + 0.14109395444393158, + 0.04532827064394951, + 0.33492693305015564, + 0.06040198355913162, + 0.045458439737558365, + 0.019672729074954987, + 0.18015889823436737 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.003192092990502715 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with an extreme close-up, the camera frozen, focused on a single, intact dandelion. In the soft, golden afternoon sunlight, its perfect sphere of countless delicate white hairs appears remarkably sacred, the light filtering through, giving each hair a soft halo around its edges. The background blurs into a soft patch of green and gold. A gentle breeze sweeps across the dandelion, causing the entire ball to tremble slightly. Dozens of mature seeds begin to loosen, then, carefully lifted by the wind, detach themselves from the dark brown receptacle and begin their journey into the distance. At this moment, the camera, in a seamless transition, precisely shifts focus from the mother plant to one of the newly departed seeds, and begins a smooth tracking motion to the right. This seed, with its dark brown spindle-shaped seeds and radiating light umbrella-shaped pappus, gracefully rotates and undulates in the air. Its white pappus appears translucent in the light. It is carried steadily and calmly by the air currents, floating towards the depths of the blurred, sun-drenched meadow in the distance. The whole picture is filled with a poetic atmosphere of tranquility, hope and continuation of life, creating an ultimate sense of fantasy.", + "seed": 32832, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_6/index_2275_seed_32832_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06866639559157192, + "vlm_logprob": -0.06866639559157192, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.06866639559157192, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012593036517500877 + ], + "opposite_logprob_tokens": [ + -4.5125932693481445 + ], + "logprob_reward": -0.012593036517500877, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012593036517500877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09804867208003998, + 0.3409975469112396, + 0.05123370885848999, + 0.06360240280628204, + 0.0903179720044136, + 0.13973760604858398, + 0.11149478703737259, + 0.03533147647976875, + 0.04365169256925583, + 0.02558416686952114 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.012593036517500877 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256287932395935 + ], + "opposite_logprob_tokens": [ + -1.6006288528442383 + ], + "logprob_reward": -0.2256287932395935, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256287932395935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13987118005752563, + 0.31908118724823, + 0.03469381108880043, + 0.21072731912136078, + 0.07195797562599182, + 0.05719507113099098, + 0.031668614596128464, + 0.03366401046514511, + 0.06697967648506165, + 0.03416117653250694 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.2256287932395935 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865182563662529 + ], + "opposite_logprob_tokens": [ + -3.048651933670044 + ], + "logprob_reward": -0.04865182563662529, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865182563662529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02899799682199955, + 0.08264703303575516, + 0.022362051531672478, + 0.2370208203792572, + 0.2658906579017639, + 0.12718932330608368, + 0.03601684793829918, + 0.04424009099602699, + 0.12320203334093094, + 0.0324331633746624 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.04865182563662529 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494527146220207 + ], + "opposite_logprob_tokens": [ + -2.929945230484009 + ], + "logprob_reward": -0.05494527146220207, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494527146220207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11108097434043884, + 0.1615176945924759, + 0.035533640533685684, + 0.07969746738672256, + 0.1894685924053192, + 0.11488248407840729, + 0.05742890387773514, + 0.032487113028764725, + 0.15668366849422455, + 0.061219472438097 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.05494527146220207 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a single, intact dandelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of seeds detach from the dark brown receptacle and float away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shift focus from the mother plant to a specific departing seed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth tracking motion to the right after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, sun-drenched meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00151305110193789 + ], + "opposite_logprob_tokens": [ + -6.5015130043029785 + ], + "logprob_reward": -0.00151305110193789, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.00151305110193789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19793716073036194, + 0.13739731907844543, + 0.042903851717710495, + 0.07708705216646194, + 0.06662632524967194, + 0.05204208567738533, + 0.08194759488105774, + 0.12922707200050354, + 0.1186574175953865, + 0.09617410600185394 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.00151305110193789 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_7/index_tensor([6448, 6448])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_7/index_tensor([6448, 6448])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..97144a8aa668822ed2789a8c216ae5076d14cd29 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_7/index_tensor([6448, 6448])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle close-up slowly pans out onto a stack of clear, nested glass bowls, placed on a dark, polished wooden coffee table. The largest bowl at the bottom is filled with fluffy, buttered popcorn, its irregular golden kernels gleaming in the light. Stacked within this is a series of progressively smaller, empty glass bowls, their clean, curved surfaces reflecting and distorting the scene in miniature. The only illumination comes from the realistic, flickering, cool blue glow of an off-screen television, casting long, dancing shadows across the table and creating ever-shifting highlights on the glass borders and textured popcorn. This single light source, combined with subtle camera movements, creates a dynamic atmosphere of cozy anticipation, perfectly capturing the intimacy and focused energy of an impending movie night. The background is intentionally kept dark and out of focus to draw everyone's attention to the enticing snacks.", + "seed": 14522, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_7/index_6448_seed_14522_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.020467366790398955, + "vlm_logprob": -0.020467366790398955, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.020467366790398955, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008190850727260113 + ], + "opposite_logprob_tokens": [ + -4.883190631866455 + ], + "logprob_reward": -0.008190850727260113, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008190850727260113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1236206665635109, + 0.06417293846607208, + 0.03174944221973419, + 0.055347613990306854, + 0.06399263441562653, + 0.1045292541384697, + 0.0652109831571579, + 0.2778242230415344, + 0.1151103675365448, + 0.09844190627336502 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.008190850727260113 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091718450188637 + ], + "opposite_logprob_tokens": [ + -4.511091709136963 + ], + "logprob_reward": -0.011091718450188637, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091718450188637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14863187074661255, + 0.033261071890592575, + 0.024505803361535072, + 0.027631638571619987, + 0.05661184713244438, + 0.09578399360179901, + 0.1000862568616867, + 0.273429811000824, + 0.062240712344646454, + 0.17781704664230347 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.011091718450188637 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205478310585022 + ], + "opposite_logprob_tokens": [ + -2.8120548725128174 + ], + "logprob_reward": -0.06205478310585022, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205478310585022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34046974778175354, + 0.06673971563577652, + 0.06569904088973999, + 0.10066810995340347, + 0.05771022289991379, + 0.0720389261841774, + 0.03337464854121208, + 0.15546371042728424, + 0.03030875325202942, + 0.07752722501754761 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.06205478310585022 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183792009949684 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.018183792009949684, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183792009949684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09164706617593765, + 0.050807613879442215, + 0.046161264181137085, + 0.03139100596308708, + 0.07229851931333542, + 0.0644969567656517, + 0.047631051391363144, + 0.2908966839313507, + 0.20916612446308136, + 0.09550365805625916 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.018183792009949684 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028156896587461233 + ], + "opposite_logprob_tokens": [ + -5.8778157234191895 + ], + "logprob_reward": -0.0028156896587461233, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028156896587461233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23444923758506775, + 0.09631569683551788, + 0.06114616245031357, + 0.052976418286561966, + 0.06257207691669464, + 0.06029770150780678, + 0.07212211936712265, + 0.1354365348815918, + 0.1063486635684967, + 0.11833536624908447 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0028156896587461233 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up slowly pans out onto a stack of clear, nested glass bowls, placed on a dark, polished wooden coffee table. The largest bowl at the bottom is filled with fluffy, buttered popcorn, its irregular golden kernels gleaming in the light. Stacked within this is a series of progressively smaller, empty glass bowls, their clean, curved surfaces reflecting and distorting the scene in miniature. The only illumination comes from the realistic, flickering, cool blue glow of an off-screen television, casting long, dancing shadows across the table and creating ever-shifting highlights on the glass borders and textured popcorn. This single light source, combined with subtle camera movements, creates a dynamic atmosphere of cozy anticipation, perfectly capturing the intimacy and focused energy of an impending movie night. The background is intentionally kept dark and out of focus to draw everyone's attention to the enticing snacks.", + "seed": 14523, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_7/index_6448_seed_14523_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02741508176550269, + "vlm_logprob": -0.02741508176550269, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.02741508176550269, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01687735505402088 + ], + "opposite_logprob_tokens": [ + -4.141877174377441 + ], + "logprob_reward": -0.01687735505402088, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01687735505402088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17563185095787048, + 0.06952852010726929, + 0.1050189957022667, + 0.09314260631799698, + 0.04916266351938248, + 0.052179817110300064, + 0.03814554587006569, + 0.11505705118179321, + 0.03643392026424408, + 0.26569902896881104 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.01687735505402088 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962442606687546 + ], + "opposite_logprob_tokens": [ + -5.130962371826172 + ], + "logprob_reward": -0.005962442606687546, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962442606687546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1108991727232933, + 0.22775281965732574, + 0.05221110209822655, + 0.07050128281116486, + 0.04629017785191536, + 0.02372746542096138, + 0.30712246894836426, + 0.0814601480960846, + 0.051444292068481445, + 0.02859111875295639 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.005962442606687546 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034731030464172 + ], + "opposite_logprob_tokens": [ + -2.3503472805023193 + ], + "logprob_reward": -0.10034731030464172, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034731030464172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043431952595710754, + 0.1448913812637329, + 0.04509509354829788, + 0.2183436155319214, + 0.10111693292856216, + 0.012456992641091347, + 0.34992608428001404, + 0.025285735726356506, + 0.014271378517150879, + 0.045180805027484894 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.10034731030464172 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073562316596508 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073562316596508, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073562316596508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1385742574930191, + 0.18229731917381287, + 0.12999264895915985, + 0.0891948789358139, + 0.048527028411626816, + 0.037430550903081894, + 0.1703680455684662, + 0.05041911453008652, + 0.05935826152563095, + 0.09383790194988251 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.011073562316596508 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028147385455667973 + ], + "opposite_logprob_tokens": [ + -5.877814769744873 + ], + "logprob_reward": -0.0028147385455667973, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028147385455667973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04694727808237076, + 0.10909408330917358, + 0.048536330461502075, + 0.060292039066553116, + 0.16901880502700806, + 0.024530507624149323, + 0.3641025424003601, + 0.05477837845683098, + 0.039926186203956604, + 0.0827738493680954 + ], + "top_frames": [ + 6, + 4, + 1 + ], + "selected_reward": -0.0028147385455667973 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up slowly pans out onto a stack of clear, nested glass bowls, placed on a dark, polished wooden coffee table. The largest bowl at the bottom is filled with fluffy, buttered popcorn, its irregular golden kernels gleaming in the light. Stacked within this is a series of progressively smaller, empty glass bowls, their clean, curved surfaces reflecting and distorting the scene in miniature. The only illumination comes from the realistic, flickering, cool blue glow of an off-screen television, casting long, dancing shadows across the table and creating ever-shifting highlights on the glass borders and textured popcorn. This single light source, combined with subtle camera movements, creates a dynamic atmosphere of cozy anticipation, perfectly capturing the intimacy and focused energy of an impending movie night. The background is intentionally kept dark and out of focus to draw everyone's attention to the enticing snacks.", + "seed": 14524, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_7/index_6448_seed_14524_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.028929248033091427, + "vlm_logprob": -0.028929248033091427, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.028929248033091427, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00881317351013422 + ], + "opposite_logprob_tokens": [ + -4.883813381195068 + ], + "logprob_reward": -0.00881317351013422, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00881317351013422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3386038839817047, + 0.13810907304286957, + 0.02092152088880539, + 0.028329716995358467, + 0.05642031133174896, + 0.034405648708343506, + 0.04417363181710243, + 0.03545765206217766, + 0.02168215438723564, + 0.2818963825702667 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.00881317351013422 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026374874636530876 + ], + "opposite_logprob_tokens": [ + -3.6513748168945312 + ], + "logprob_reward": -0.026374874636530876, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026374874636530876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18831861019134521, + 0.13772010803222656, + 0.05330067127943039, + 0.08923874795436859, + 0.10788873583078384, + 0.07312020659446716, + 0.03408703953027725, + 0.08701678365468979, + 0.01993415504693985, + 0.20937499403953552 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.026374874636530876 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908199518918991 + ], + "opposite_logprob_tokens": [ + -2.4640820026397705 + ], + "logprob_reward": -0.08908199518918991, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908199518918991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1580503135919571, + 0.18890418112277985, + 0.10266517102718353, + 0.08211788535118103, + 0.08697661012411118, + 0.036089323461055756, + 0.19748950004577637, + 0.0656069964170456, + 0.02434352971613407, + 0.0577564463019371 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.08908199518918991 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180865794420242 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.018180865794420242, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018180865794420242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2082243263721466, + 0.06382261216640472, + 0.06964566558599472, + 0.04165371134877205, + 0.0837198942899704, + 0.1565423607826233, + 0.11848905682563782, + 0.1524771898984909, + 0.07124344259500504, + 0.034181755036115646 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.018180865794420242 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00219533103518188 + ], + "opposite_logprob_tokens": [ + -6.127195358276367 + ], + "logprob_reward": -0.00219533103518188, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00219533103518188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08979371935129166, + 0.19576388597488403, + 0.06268643587827682, + 0.03816832974553108, + 0.04211961477994919, + 0.06771624833345413, + 0.31899985671043396, + 0.11305783689022064, + 0.027416899800300598, + 0.04427724331617355 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.00219533103518188 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up slowly pans out onto a stack of clear, nested glass bowls, placed on a dark, polished wooden coffee table. The largest bowl at the bottom is filled with fluffy, buttered popcorn, its irregular golden kernels gleaming in the light. Stacked within this is a series of progressively smaller, empty glass bowls, their clean, curved surfaces reflecting and distorting the scene in miniature. The only illumination comes from the realistic, flickering, cool blue glow of an off-screen television, casting long, dancing shadows across the table and creating ever-shifting highlights on the glass borders and textured popcorn. This single light source, combined with subtle camera movements, creates a dynamic atmosphere of cozy anticipation, perfectly capturing the intimacy and focused energy of an impending movie night. The background is intentionally kept dark and out of focus to draw everyone's attention to the enticing snacks.", + "seed": 14525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_7/index_6448_seed_14525_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03491081860847771, + "vlm_logprob": -0.03491081860847771, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.03491081860847771, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01405507791787386 + ], + "opposite_logprob_tokens": [ + -4.389055252075195 + ], + "logprob_reward": -0.01405507791787386, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01405507791787386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1405995786190033, + 0.10649552941322327, + 0.07248756289482117, + 0.06426936388015747, + 0.09868405759334564, + 0.055919792503118515, + 0.10438137501478195, + 0.1150098368525505, + 0.11497307568788528, + 0.12717986106872559 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.01405507791787386 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009799469262361526 + ], + "opposite_logprob_tokens": [ + -4.634799480438232 + ], + "logprob_reward": -0.009799469262361526, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009799469262361526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4828343987464905, + 0.09930833429098129, + 0.053457483649253845, + 0.10399516671895981, + 0.03436589613556862, + 0.036734554916620255, + 0.08017125725746155, + 0.02902553416788578, + 0.038297027349472046, + 0.04181031510233879 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.009799469262361526 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003379225730896 + ], + "opposite_logprob_tokens": [ + -2.3503379821777344 + ], + "logprob_reward": -0.1003379225730896, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003379225730896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6878436803817749, + 0.09129991382360458, + 0.03663475438952446, + 0.012776369228959084, + 0.03357648476958275, + 0.024136725813150406, + 0.03828660771250725, + 0.012308984994888306, + 0.02620793506503105, + 0.036928460001945496 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.1003379225730896 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048651598393917084 + ], + "opposite_logprob_tokens": [ + -3.048651695251465 + ], + "logprob_reward": -0.048651598393917084, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048651598393917084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43089428544044495, + 0.0775528997182846, + 0.03218325227499008, + 0.04234257712960243, + 0.04374096542596817, + 0.06325912475585938, + 0.057829197496175766, + 0.05654846131801605, + 0.04797474667429924, + 0.14767450094223022 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.048651598393917084 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a stack of clear, nested glass bowls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the largest bottom bowl filled with fluffy, buttered popcorn with irregular golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a realistic, flickering, cool blue glow from an off-screen television?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan out from the initial close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out of focus to draw attention to the bowls and popcorn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017100248951464891 + ], + "opposite_logprob_tokens": [ + -6.376709938049316 + ], + "logprob_reward": -0.0017100248951464891, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017100248951464891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30821481347084045, + 0.12475509196519852, + 0.08258676528930664, + 0.04931327700614929, + 0.03852585703134537, + 0.06874345242977142, + 0.07605806738138199, + 0.07617134600877762, + 0.07439301908016205, + 0.10123834013938904 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0017100248951464891 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_8/index_tensor([2970, 2970])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_8/index_tensor([2970, 2970])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5e6066aa2ba196b4fa2fa44d73a0f7df03da7a16 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_8/index_tensor([2970, 2970])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "striking close-up tracking shot, held at a slightly upward angle, locks onto the \"head\" of a massive Tyrannosaurus rex. The entire image is imbued with Hirohiko Araki's signature aesthetic: sharp, hard lines and dazzling, saturated colors. The mutant plant's skin, instead of its natural green, is an eerie blend of acid green and electric purple, covered in sculpted geometric angles and deep grooves. Knife-sharp magenta spikes jut from its ridges. As the camera steadily tracks, a bud-like structure at the plant's apex begins to pulsate violently and rhythmically, emanating an ominous golden glow from within. Suddenly, it violently explodes outward, opening into a terrifying, jagged \"maw\" and emitting a silent yet visually shattering roar. A visible circular shock wave composed of pure energy gushed out from its core. The shock wave was translucent cyan, with unstable white arcs flashing at the edges. It expanded outward at an astonishing speed, distorting and refracting the air wherever it passed, instantly blurring the equally colorful surreal sky and earth in the background, creating an atmosphere full of power, extreme tension, and grotesque splendor.", + "seed": 17711, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_8/index_2970_seed_17711_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.020503902155905963, + "vlm_logprob": -0.020503902155905963, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.020503902155905963, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013043910264968872 + ], + "opposite_logprob_tokens": [ + -4.3880438804626465 + ], + "logprob_reward": -0.013043910264968872, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013043910264968872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13131733238697052, + 0.14774982631206512, + 0.15746362507343292, + 0.05009672790765762, + 0.0926375687122345, + 0.11794573813676834, + 0.14063464105129242, + 0.08723997324705124, + 0.0345766507089138, + 0.0403379388153553 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.013043910264968872 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046497792936861515 + ], + "opposite_logprob_tokens": [ + -5.379649639129639 + ], + "logprob_reward": -0.0046497792936861515, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046497792936861515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15655015408992767, + 0.06964840739965439, + 0.20821046829223633, + 0.1306835561990738, + 0.10033221542835236, + 0.061724185943603516, + 0.11307969689369202, + 0.0793202817440033, + 0.04026762768626213, + 0.040183402597904205 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0046497792936861515 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606672629714012 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.01606672629714012, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606672629714012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23032185435295105, + 0.03536023572087288, + 0.07824837416410446, + 0.06392612308263779, + 0.09473000466823578, + 0.15975449979305267, + 0.1626875251531601, + 0.11158242076635361, + 0.03138843923807144, + 0.032000549137592316 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.01606672629714012 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735123693943024 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.006735123693943024, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735123693943024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16122157871723175, + 0.08725827187299728, + 0.0961526483297348, + 0.06846413761377335, + 0.05542271211743355, + 0.09973752498626709, + 0.07640941441059113, + 0.1403028666973114, + 0.10333839803934097, + 0.11169244349002838 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.006735123693943024 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202397122979164 + ], + "opposite_logprob_tokens": [ + -2.812023878097534 + ], + "logprob_reward": -0.06202397122979164, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202397122979164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13019423186779022, + 0.13240082561969757, + 0.1001945436000824, + 0.05290437117218971, + 0.09294122457504272, + 0.1536826491355896, + 0.15825122594833374, + 0.06955887377262115, + 0.050867848098278046, + 0.05900419130921364 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.06202397122979164 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking close-up tracking shot, held at a slightly upward angle, locks onto the \"head\" of a massive Tyrannosaurus rex. The entire image is imbued with Hirohiko Araki's signature aesthetic: sharp, hard lines and dazzling, saturated colors. The mutant plant's skin, instead of its natural green, is an eerie blend of acid green and electric purple, covered in sculpted geometric angles and deep grooves. Knife-sharp magenta spikes jut from its ridges. As the camera steadily tracks, a bud-like structure at the plant's apex begins to pulsate violently and rhythmically, emanating an ominous golden glow from within. Suddenly, it violently explodes outward, opening into a terrifying, jagged \"maw\" and emitting a silent yet visually shattering roar. A visible circular shock wave composed of pure energy gushed out from its core. The shock wave was translucent cyan, with unstable white arcs flashing at the edges. It expanded outward at an astonishing speed, distorting and refracting the air wherever it passed, instantly blurring the equally colorful surreal sky and earth in the background, creating an atmosphere full of power, extreme tension, and grotesque splendor.", + "seed": 17712, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_8/index_2970_seed_17712_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.040304674906656145, + "vlm_logprob": -0.040304674906656145, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.040304674906656145, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03420960530638695 + ], + "opposite_logprob_tokens": [ + -3.4092094898223877 + ], + "logprob_reward": -0.03420960530638695, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03420960530638695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14006972312927246, + 0.08838007599115372, + 0.1513502299785614, + 0.05878930538892746, + 0.055115580558776855, + 0.0764123722910881, + 0.04324103519320488, + 0.08682974427938461, + 0.17421257495880127, + 0.12559936940670013 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.03420960530638695 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028329261112958193 + ], + "opposite_logprob_tokens": [ + -5.877832889556885 + ], + "logprob_reward": -0.0028329261112958193, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028329261112958193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18238088488578796, + 0.06274452805519104, + 0.05388467758893967, + 0.04480494186282158, + 0.03864431753754616, + 0.05183359980583191, + 0.02919575572013855, + 0.3018617331981659, + 0.1248042955994606, + 0.10984528809785843 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.0028329261112958193 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029803644865751266 + ], + "opposite_logprob_tokens": [ + -3.52980375289917 + ], + "logprob_reward": -0.029803644865751266, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029803644865751266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15748517215251923, + 0.09027455747127533, + 0.0765032097697258, + 0.03808923810720444, + 0.03941887989640236, + 0.06229224056005478, + 0.04901639744639397, + 0.04981235787272453, + 0.1562436819076538, + 0.28086429834365845 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.029803644865751266 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631551939994097 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631551939994097, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631551939994097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13366954028606415, + 0.0820315033197403, + 0.06397396326065063, + 0.04167123883962631, + 0.026399333029985428, + 0.045314986258745193, + 0.030766917392611504, + 0.05238764360547066, + 0.1018793135881424, + 0.42190563678741455 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.007631551939994097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270456463098526 + ], + "opposite_logprob_tokens": [ + -2.1270456314086914 + ], + "logprob_reward": -0.1270456463098526, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270456463098526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11074888706207275, + 0.0952826514840126, + 0.12589988112449646, + 0.0685301274061203, + 0.04231946915388107, + 0.08978979289531708, + 0.07403355091810226, + 0.15267927944660187, + 0.08552748709917068, + 0.15518887341022491 + ], + "top_frames": [ + 9, + 7, + 2 + ], + "selected_reward": -0.1270456463098526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking close-up tracking shot, held at a slightly upward angle, locks onto the \"head\" of a massive Tyrannosaurus rex. The entire image is imbued with Hirohiko Araki's signature aesthetic: sharp, hard lines and dazzling, saturated colors. The mutant plant's skin, instead of its natural green, is an eerie blend of acid green and electric purple, covered in sculpted geometric angles and deep grooves. Knife-sharp magenta spikes jut from its ridges. As the camera steadily tracks, a bud-like structure at the plant's apex begins to pulsate violently and rhythmically, emanating an ominous golden glow from within. Suddenly, it violently explodes outward, opening into a terrifying, jagged \"maw\" and emitting a silent yet visually shattering roar. A visible circular shock wave composed of pure energy gushed out from its core. The shock wave was translucent cyan, with unstable white arcs flashing at the edges. It expanded outward at an astonishing speed, distorting and refracting the air wherever it passed, instantly blurring the equally colorful surreal sky and earth in the background, creating an atmosphere full of power, extreme tension, and grotesque splendor.", + "seed": 17713, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_8/index_2970_seed_17713_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.029409702052362263, + "vlm_logprob": -0.029409702052362263, + "vlm_yes_no_margin": 4.3249999523162845, + "vlm_token_credit": -0.029409702052362263, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019384587183594704 + ], + "opposite_logprob_tokens": [ + -4.019384384155273 + ], + "logprob_reward": -0.019384587183594704, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.019384587183594704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14718985557556152, + 0.04265121743083, + 0.041618600487709045, + 0.034416817128658295, + 0.0708656758069992, + 0.07064768671989441, + 0.12144287675619125, + 0.05049160122871399, + 0.34362342953681946, + 0.07705223560333252 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.019384587183594704 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015250729629769921 + ], + "opposite_logprob_tokens": [ + -6.501524925231934 + ], + "logprob_reward": -0.0015250729629769921, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015250729629769921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10370669513940811, + 0.16407734155654907, + 0.14991693198680878, + 0.04143442586064339, + 0.07435648143291473, + 0.12578816711902618, + 0.05627353489398956, + 0.04962397739291191, + 0.05594171583652496, + 0.1788807362318039 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.0015250729629769921 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095382057130337 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.004095382057130337, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095382057130337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13205870985984802, + 0.049129799008369446, + 0.07878544181585312, + 0.01978452131152153, + 0.14418186247348785, + 0.05806102231144905, + 0.18998144567012787, + 0.04358147084712982, + 0.12622570991516113, + 0.15821002423763275 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.004095382057130337 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898657768964767 + ], + "opposite_logprob_tokens": [ + -2.578986644744873 + ], + "logprob_reward": -0.07898657768964767, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898657768964767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04847216606140137, + 0.043670445680618286, + 0.03614208474755287, + 0.02658766135573387, + 0.07112987339496613, + 0.20739074051380157, + 0.0752817764878273, + 0.040880151093006134, + 0.12982241809368134, + 0.3206227123737335 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.07898657768964767 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305689036846161 + ], + "opposite_logprob_tokens": [ + -3.1680569648742676 + ], + "logprob_reward": -0.04305689036846161, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305689036846161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0968606248497963, + 0.07579604536294937, + 0.03881543502211571, + 0.03074394352734089, + 0.238491490483284, + 0.10293571650981903, + 0.07742556184530258, + 0.11376561224460602, + 0.12055758386850357, + 0.1046079620718956 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.04305689036846161 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking close-up tracking shot, held at a slightly upward angle, locks onto the \"head\" of a massive Tyrannosaurus rex. The entire image is imbued with Hirohiko Araki's signature aesthetic: sharp, hard lines and dazzling, saturated colors. The mutant plant's skin, instead of its natural green, is an eerie blend of acid green and electric purple, covered in sculpted geometric angles and deep grooves. Knife-sharp magenta spikes jut from its ridges. As the camera steadily tracks, a bud-like structure at the plant's apex begins to pulsate violently and rhythmically, emanating an ominous golden glow from within. Suddenly, it violently explodes outward, opening into a terrifying, jagged \"maw\" and emitting a silent yet visually shattering roar. A visible circular shock wave composed of pure energy gushed out from its core. The shock wave was translucent cyan, with unstable white arcs flashing at the edges. It expanded outward at an astonishing speed, distorting and refracting the air wherever it passed, instantly blurring the equally colorful surreal sky and earth in the background, creating an atmosphere full of power, extreme tension, and grotesque splendor.", + "seed": 17714, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_8/index_2970_seed_17714_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.021873094537295402, + "vlm_logprob": -0.021873094537295402, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.021873094537295402, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04906074330210686 + ], + "opposite_logprob_tokens": [ + -3.049060821533203 + ], + "logprob_reward": -0.04906074330210686, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04906074330210686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05173270404338837, + 0.19672709703445435, + 0.0810241624712944, + 0.06495404988527298, + 0.01822609454393387, + 0.032888833433389664, + 0.07305620610713959, + 0.07391244173049927, + 0.3752595782279968, + 0.03221888840198517 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.04906074330210686 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017253764672204852 + ], + "opposite_logprob_tokens": [ + -6.376725196838379 + ], + "logprob_reward": -0.0017253764672204852, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017253764672204852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07418056577444077, + 0.3408537209033966, + 0.047445934265851974, + 0.08510398864746094, + 0.023926110938191414, + 0.07783767580986023, + 0.04876329377293587, + 0.13800948858261108, + 0.13259686529636383, + 0.03128228336572647 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.0017253764672204852 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003194113029167056 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.003194113029167056, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003194113029167056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07958666235208511, + 0.14222630858421326, + 0.0337689071893692, + 0.018038446083664894, + 0.06759689003229141, + 0.037576477974653244, + 0.07924799621105194, + 0.3373958170413971, + 0.1373307853937149, + 0.0672316774725914 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.003194113029167056 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673500495031476 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.00673500495031476, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673500495031476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0622180700302124, + 0.21553491055965424, + 0.020040815696120262, + 0.05216393247246742, + 0.02934448979794979, + 0.023572856560349464, + 0.0751776322722435, + 0.29318708181381226, + 0.1568661630153656, + 0.07189403474330902 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.00673500495031476 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a massive Tyrannosaurus rex head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex skin colored with an eerie blend of acid green and electric purple featuring geometric angles and magenta spikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bud-like structure at the apex pulsate violently and emit an ominous golden glow before exploding into a jagged maw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a translucent cyan circular shock wave with unstable white arcs emitted from the core, distorting the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a slightly upward angle while steadily tracking the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865023493766785 + ], + "opposite_logprob_tokens": [ + -3.0486502647399902 + ], + "logprob_reward": -0.04865023493766785, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865023493766785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12169498950242996, + 0.06209107115864754, + 0.08136788755655289, + 0.24466268718242645, + 0.06481596827507019, + 0.05929933488368988, + 0.07610995322465897, + 0.13061439990997314, + 0.05622785910964012, + 0.10311583429574966 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.04865023493766785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_9/index_tensor([1, 1])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_9/index_tensor([1, 1])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e809447d8a6af607f01880499928f0f3c419ef2e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_9/index_tensor([1, 1])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, upward-focused shot draws us into a boundless, pure Klein blue abyss, devoid of visible rocks or seabed, dominated by absolute silence and emptiness. At the center of the frame, a massive branching jellyfish hangs suspended within it, a complex organism composed of countless luminous units. Its translucent, chain-like structures emanate a soft, inner glow of white and pale cyan, contrasting sharply against the deep blue backdrop. A silent, Abstract Expressionist explosion of life unfolds at its core: Shot in stunning slow motion, countless shimmering golden and silver microparticles, like awakened cosmic dust, gracefully and slowly erupt and disperse from its gelatinous mass. These particles, far from a chaotic mess, form spiraling, dreamlike galaxies that dance and diffuse through the still waters, creating a vast, dynamic canvas filled with the miracle of life. The brilliant light emitted by the jellyfish itself and the particles is the only light source, dyeing the surrounding Klein blue water with a mysterious halo. The whole scene is filled with the solemnity, tranquility and surreal dreamlike feeling of the birth of the universe.", + "seed": 33405, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_9/index_1_seed_33405_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2166528071044013, + "vlm_logprob": -0.2166528071044013, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.2166528071044013, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0239309873431921 + ], + "opposite_logprob_tokens": [ + -3.7739310264587402 + ], + "logprob_reward": -0.0239309873431921, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0239309873431921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08962425589561462, + 0.054977089166641235, + 0.05550973117351532, + 0.06930326670408249, + 0.03889906778931618, + 0.03256364166736603, + 0.05455498769879341, + 0.059727150946855545, + 0.5000005960464478, + 0.044840116053819656 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.0239309873431921 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015186455566436052 + ], + "opposite_logprob_tokens": [ + -6.501518726348877 + ], + "logprob_reward": -0.0015186455566436052, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015186455566436052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14085236191749573, + 0.2680417001247406, + 0.050410524010658264, + 0.12867045402526855, + 0.06715648621320724, + 0.060793302953243256, + 0.048684027045965195, + 0.07414200156927109, + 0.11772714555263519, + 0.04352201148867607 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0015186455566436052 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021991373505443335 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.0021991373505443335, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021991373505443335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052140895277261734, + 0.05219423025846481, + 0.06262587755918503, + 0.1289953738451004, + 0.06326783448457718, + 0.08088536560535431, + 0.05512888357043266, + 0.056273069232702255, + 0.38230738043785095, + 0.06618104875087738 + ], + "top_frames": [ + 8, + 3, + 5 + ], + "selected_reward": -0.0021991373505443335 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017147850012406707 + ], + "opposite_logprob_tokens": [ + -6.376714706420898 + ], + "logprob_reward": -0.0017147850012406707, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017147850012406707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07469739764928818, + 0.024573607370257378, + 0.04265310615301132, + 0.05568622052669525, + 0.04552393779158592, + 0.06272660940885544, + 0.031041046604514122, + 0.042432770133018494, + 0.5799130201339722, + 0.040752291679382324 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.0017147850012406707 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539004802703857 + ], + "opposite_logprob_tokens": [ + -0.42890051007270813 + ], + "logprob_reward": -1.0539004802703857, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539004802703857, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.119861900806427, + 0.10252431780099869, + 0.1173868328332901, + 0.06181902438402176, + 0.02011832781136036, + 0.03043546713888645, + 0.04718197509646416, + 0.09724850207567215, + 0.3629363179206848, + 0.04048730060458183 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -1.0539004802703857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, upward-focused shot draws us into a boundless, pure Klein blue abyss, devoid of visible rocks or seabed, dominated by absolute silence and emptiness. At the center of the frame, a massive branching jellyfish hangs suspended within it, a complex organism composed of countless luminous units. Its translucent, chain-like structures emanate a soft, inner glow of white and pale cyan, contrasting sharply against the deep blue backdrop. A silent, Abstract Expressionist explosion of life unfolds at its core: Shot in stunning slow motion, countless shimmering golden and silver microparticles, like awakened cosmic dust, gracefully and slowly erupt and disperse from its gelatinous mass. These particles, far from a chaotic mess, form spiraling, dreamlike galaxies that dance and diffuse through the still waters, creating a vast, dynamic canvas filled with the miracle of life. The brilliant light emitted by the jellyfish itself and the particles is the only light source, dyeing the surrounding Klein blue water with a mysterious halo. The whole scene is filled with the solemnity, tranquility and surreal dreamlike feeling of the birth of the universe.", + "seed": 33406, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_9/index_1_seed_33406_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19881692850030958, + "vlm_logprob": -0.19881692850030958, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.19881692850030958, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012005453929305077 + ], + "opposite_logprob_tokens": [ + -4.51200532913208 + ], + "logprob_reward": -0.012005453929305077, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012005453929305077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07681456208229065, + 0.26891225576400757, + 0.06720655411481857, + 0.06116236373782158, + 0.059667810797691345, + 0.0751892626285553, + 0.10207201540470123, + 0.1051589623093605, + 0.07886402308940887, + 0.10495224595069885 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.012005453929305077 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002827339107170701 + ], + "opposite_logprob_tokens": [ + -5.877827167510986 + ], + "logprob_reward": -0.002827339107170701, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002827339107170701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07221957296133041, + 0.0790618285536766, + 0.08050431311130524, + 0.1363823413848877, + 0.04881912097334862, + 0.025353679433465004, + 0.08023746311664581, + 0.2148532271385193, + 0.078506700694561, + 0.18406173586845398 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.002827339107170701 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024905160535126925 + ], + "opposite_logprob_tokens": [ + -6.002490520477295 + ], + "logprob_reward": -0.0024905160535126925, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024905160535126925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06552334129810333, + 0.08769414573907852, + 0.13127881288528442, + 0.11800561845302582, + 0.07125792652368546, + 0.04416128620505333, + 0.1214950680732727, + 0.12708047032356262, + 0.08179942518472672, + 0.15170398354530334 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.0024905160535126925 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249182409606874 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.00249182409606874, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249182409606874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06895353645086288, + 0.08256811648607254, + 0.14679940044879913, + 0.09134913980960846, + 0.12024066597223282, + 0.037853091955184937, + 0.1383945643901825, + 0.10986822843551636, + 0.03451560065150261, + 0.16945767402648926 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.00249182409606874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742695093154907 + ], + "opposite_logprob_tokens": [ + -0.4742695093154907 + ], + "logprob_reward": -0.9742695093154907, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742695093154907, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05976470559835434, + 0.11593005806207657, + 0.11893325299024582, + 0.10521375387907028, + 0.0548383966088295, + 0.07072336971759796, + 0.22174064815044403, + 0.0792936384677887, + 0.09492658078670502, + 0.07863561809062958 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.9742695093154907 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, upward-focused shot draws us into a boundless, pure Klein blue abyss, devoid of visible rocks or seabed, dominated by absolute silence and emptiness. At the center of the frame, a massive branching jellyfish hangs suspended within it, a complex organism composed of countless luminous units. Its translucent, chain-like structures emanate a soft, inner glow of white and pale cyan, contrasting sharply against the deep blue backdrop. A silent, Abstract Expressionist explosion of life unfolds at its core: Shot in stunning slow motion, countless shimmering golden and silver microparticles, like awakened cosmic dust, gracefully and slowly erupt and disperse from its gelatinous mass. These particles, far from a chaotic mess, form spiraling, dreamlike galaxies that dance and diffuse through the still waters, creating a vast, dynamic canvas filled with the miracle of life. The brilliant light emitted by the jellyfish itself and the particles is the only light source, dyeing the surrounding Klein blue water with a mysterious halo. The whole scene is filled with the solemnity, tranquility and surreal dreamlike feeling of the birth of the universe.", + "seed": 33407, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_9/index_1_seed_33407_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20178682636469603, + "vlm_logprob": -0.20178682636469603, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.20178682636469603, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02401653118431568 + ], + "opposite_logprob_tokens": [ + -3.7740166187286377 + ], + "logprob_reward": -0.02401653118431568, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02401653118431568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1030530333518982, + 0.027095388621091843, + 0.407937228679657, + 0.18091361224651337, + 0.05801297351717949, + 0.02583356201648712, + 0.041081830859184265, + 0.07188696414232254, + 0.04768123850226402, + 0.03650423884391785 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.02401653118431568 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032029063440859318 + ], + "opposite_logprob_tokens": [ + -5.75320291519165 + ], + "logprob_reward": -0.0032029063440859318, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032029063440859318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08767511695623398, + 0.20771241188049316, + 0.39266255497932434, + 0.11179450154304504, + 0.01603884994983673, + 0.024027172476053238, + 0.06281358003616333, + 0.044074200093746185, + 0.031022436916828156, + 0.022179149091243744 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.0032029063440859318 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638507030904293 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.004638507030904293, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638507030904293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08023559302091599, + 0.12487208098173141, + 0.16431006789207458, + 0.13735723495483398, + 0.03754650428891182, + 0.06420578062534332, + 0.04782392457127571, + 0.1474955976009369, + 0.09927468746900558, + 0.0968785211443901 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.004638507030904293 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002819731365889311 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.002819731365889311, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002819731365889311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059000056236982346, + 0.08194971829652786, + 0.30537834763526917, + 0.052085306495428085, + 0.03357226401567459, + 0.04306000471115112, + 0.05915338918566704, + 0.16885481774806976, + 0.08216831088066101, + 0.11477770656347275 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.002819731365889311 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742564558982849 + ], + "opposite_logprob_tokens": [ + -0.4742564558982849 + ], + "logprob_reward": -0.9742564558982849, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742564558982849, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14675864577293396, + 0.10511509329080582, + 0.30425551533699036, + 0.09259022027254105, + 0.04651527479290962, + 0.051080893725156784, + 0.06255972385406494, + 0.09719438850879669, + 0.039923783391714096, + 0.05400639772415161 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.9742564558982849 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, upward-focused shot draws us into a boundless, pure Klein blue abyss, devoid of visible rocks or seabed, dominated by absolute silence and emptiness. At the center of the frame, a massive branching jellyfish hangs suspended within it, a complex organism composed of countless luminous units. Its translucent, chain-like structures emanate a soft, inner glow of white and pale cyan, contrasting sharply against the deep blue backdrop. A silent, Abstract Expressionist explosion of life unfolds at its core: Shot in stunning slow motion, countless shimmering golden and silver microparticles, like awakened cosmic dust, gracefully and slowly erupt and disperse from its gelatinous mass. These particles, far from a chaotic mess, form spiraling, dreamlike galaxies that dance and diffuse through the still waters, creating a vast, dynamic canvas filled with the miracle of life. The brilliant light emitted by the jellyfish itself and the particles is the only light source, dyeing the surrounding Klein blue water with a mysterious halo. The whole scene is filled with the solemnity, tranquility and surreal dreamlike feeling of the birth of the universe.", + "seed": 33408, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000067/group_9/index_1_seed_33408_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17349818511866033, + "vlm_logprob": -0.17349818511866033, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.17349818511866033, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023799225687980652 + ], + "opposite_logprob_tokens": [ + -3.773799180984497 + ], + "logprob_reward": -0.023799225687980652, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023799225687980652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23041211068630219, + 0.23228709399700165, + 0.06969961524009705, + 0.07531499862670898, + 0.06558509916067123, + 0.07302351295948029, + 0.08226330578327179, + 0.04296956583857536, + 0.05152880400419235, + 0.07691589742898941 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.023799225687980652 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009797225706279278 + ], + "opposite_logprob_tokens": [ + -4.634797096252441 + ], + "logprob_reward": -0.009797225706279278, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009797225706279278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29939764738082886, + 0.11140017211437225, + 0.049223799258470535, + 0.07568026334047318, + 0.13961288332939148, + 0.044755853712558746, + 0.07194025814533234, + 0.10210471600294113, + 0.03917791321873665, + 0.06670649349689484 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.009797225706279278 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099775105714798 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.004099775105714798, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099775105714798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12696704268455505, + 0.16325733065605164, + 0.14571945369243622, + 0.06197626516222954, + 0.06930923461914062, + 0.17655311524868011, + 0.07199964672327042, + 0.05895025283098221, + 0.050009872764348984, + 0.07525777816772461 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.004099775105714798 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036206187214702368 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036206187214702368, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036206187214702368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1928679347038269, + 0.13907690346240997, + 0.07951473444700241, + 0.05241502821445465, + 0.09506980329751968, + 0.1164097934961319, + 0.05949220061302185, + 0.0419212244451046, + 0.090886689722538, + 0.13234573602676392 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0036206187214702368 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a boundless Klein blue abyss without visible rocks or seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive branching jellyfish with translucent, chain-like structures visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless shimmering golden and silver microparticles erupt and disperse from the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the microparticles form spiraling patterns that dance and diffuse through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in slow motion with the jellyfish and particles as the only light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261740803718567 + ], + "opposite_logprob_tokens": [ + -0.5761740803718567 + ], + "logprob_reward": -0.8261740803718567, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261740803718567, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22085963189601898, + 0.13317634165287018, + 0.12240103632211685, + 0.07452477514743805, + 0.10102789103984833, + 0.06529884785413742, + 0.04604962840676308, + 0.07828191667795181, + 0.08010097593069077, + 0.07827897369861603 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.8261740803718567 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_0/index_tensor([306, 306])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_0/index_tensor([306, 306])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ca5f7bf6e6e4b9c002635cba73fe031b5c95599a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_0/index_tensor([306, 306])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely wide shot, positioned at a low angle, moves slowly forward along the center of a vast, empty urban canyon, creating a sense of steady, relentless movement. Towering skyscrapers of dark, reflective glass and polished steel rise on either side, their smooth, minimalist facades piercing a clear, late-afternoon sky. The black asphalt, still damp and shimmering from a recent rain, stretches like a dark, empty river. In the exact center of this vast emptiness, a lone, distant figure walks directly away from the camera in a steady, unwavering rhythm. This figure is a sharply defined individual, clad in a long, dark coat, their form framed by the golden light between the buildings. They advance with a deliberate gait, each step measured and consistent, hands in their pockets, plunging deep into the urban void. The low-hanging sun casts long, dramatic shadows that stretch across the sidewalk, creating a stark visual interplay of warm, bright light and cool, deep shadows. The atmosphere is one of profound solitude and awe, a cinematic and contemplative one, where the sheer size of the quiet modern metropolis dwarfs the single, enduring human element within it.", + "seed": 30904, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_0/index_306_seed_30904_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01948996406281367, + "vlm_logprob": -0.01948996406281367, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.01948996406281367, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06602743268013 + ], + "opposite_logprob_tokens": [ + -2.8160274028778076 + ], + "logprob_reward": -0.06602743268013, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06602743268013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11053020507097244, + 0.06011487916111946, + 0.03939797729253769, + 0.05891404300928116, + 0.09813371300697327, + 0.051213860511779785, + 0.28037816286087036, + 0.031824782490730286, + 0.18987435102462769, + 0.07961802184581757 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.06602743268013 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004107135813683271 + ], + "opposite_logprob_tokens": [ + -5.5041069984436035 + ], + "logprob_reward": -0.004107135813683271, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004107135813683271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17842884361743927, + 0.0715692862868309, + 0.037591688334941864, + 0.04011727124452591, + 0.07134567201137543, + 0.062142807990312576, + 0.18503795564174652, + 0.07835949957370758, + 0.17058074474334717, + 0.10482631623744965 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.004107135813683271 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031947072129696608 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031947072129696608, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031947072129696608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39904171228408813, + 0.0617915503680706, + 0.05195637792348862, + 0.0443333275616169, + 0.09343024343252182, + 0.06481609493494034, + 0.04331008717417717, + 0.09748252481222153, + 0.03753478452563286, + 0.10630332678556442 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0031947072129696608 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008124388405121863 + ], + "opposite_logprob_tokens": [ + -7.125812530517578 + ], + "logprob_reward": -0.0008124388405121863, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008124388405121863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2431824952363968, + 0.12155340611934662, + 0.07298079133033752, + 0.08646942675113678, + 0.08349021524190903, + 0.04953630268573761, + 0.12393258512020111, + 0.04777507111430168, + 0.10291190445423126, + 0.0681677982211113 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0008124388405121863 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308105766773224 + ], + "opposite_logprob_tokens": [ + -3.773308038711548 + ], + "logprob_reward": -0.023308105766773224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308105766773224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22532983124256134, + 0.03297939524054527, + 0.06212558597326279, + 0.060754578560590744, + 0.06391983479261398, + 0.06261995434761047, + 0.09674347937107086, + 0.04593522474169731, + 0.24884726107120514, + 0.1007448360323906 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.023308105766773224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely wide shot, positioned at a low angle, moves slowly forward along the center of a vast, empty urban canyon, creating a sense of steady, relentless movement. Towering skyscrapers of dark, reflective glass and polished steel rise on either side, their smooth, minimalist facades piercing a clear, late-afternoon sky. The black asphalt, still damp and shimmering from a recent rain, stretches like a dark, empty river. In the exact center of this vast emptiness, a lone, distant figure walks directly away from the camera in a steady, unwavering rhythm. This figure is a sharply defined individual, clad in a long, dark coat, their form framed by the golden light between the buildings. They advance with a deliberate gait, each step measured and consistent, hands in their pockets, plunging deep into the urban void. The low-hanging sun casts long, dramatic shadows that stretch across the sidewalk, creating a stark visual interplay of warm, bright light and cool, deep shadows. The atmosphere is one of profound solitude and awe, a cinematic and contemplative one, where the sheer size of the quiet modern metropolis dwarfs the single, enduring human element within it.", + "seed": 30905, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_0/index_306_seed_30905_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010396706685423852, + "vlm_logprob": -0.010396706685423852, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.010396706685423852, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01355808973312378 + ], + "opposite_logprob_tokens": [ + -4.5135579109191895 + ], + "logprob_reward": -0.01355808973312378, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01355808973312378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06416042149066925, + 0.3159725069999695, + 0.24151159822940826, + 0.03785153850913048, + 0.019556524232029915, + 0.03388557210564613, + 0.12988226115703583, + 0.023533895611763, + 0.023123852908611298, + 0.1105218455195427 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.01355808973312378 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003624419681727886 + ], + "opposite_logprob_tokens": [ + -5.628624439239502 + ], + "logprob_reward": -0.003624419681727886, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003624419681727886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03328584134578705, + 0.2911246716976166, + 0.43409836292266846, + 0.10632393509149551, + 0.019108211621642113, + 0.03735137730836868, + 0.04071809723973274, + 0.009678766131401062, + 0.013057400472462177, + 0.015253321267664433 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.003624419681727886 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017160940915346146 + ], + "opposite_logprob_tokens": [ + -6.376716136932373 + ], + "logprob_reward": -0.0017160940915346146, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017160940915346146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19855983555316925, + 0.13647408783435822, + 0.2757605016231537, + 0.13214638829231262, + 0.04373280704021454, + 0.041882313787937164, + 0.03426915407180786, + 0.06766194850206375, + 0.02050289884209633, + 0.04901012033224106 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0017160940915346146 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778338484466076 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778338484466076, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778338484466076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07339122891426086, + 0.39991495013237, + 0.1423579752445221, + 0.032004691660404205, + 0.1026138886809349, + 0.06333759427070618, + 0.14940597116947174, + 0.012213378213346004, + 0.015441149473190308, + 0.009319181554019451 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.009778338484466076 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0233065914362669 + ], + "opposite_logprob_tokens": [ + -3.7733066082000732 + ], + "logprob_reward": -0.0233065914362669, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0233065914362669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1394399255514145, + 0.2199428230524063, + 0.28714460134506226, + 0.15399929881095886, + 0.045032694935798645, + 0.03159824758768082, + 0.06266424804925919, + 0.019132832065224648, + 0.016232647001743317, + 0.024812612682580948 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.0233065914362669 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely wide shot, positioned at a low angle, moves slowly forward along the center of a vast, empty urban canyon, creating a sense of steady, relentless movement. Towering skyscrapers of dark, reflective glass and polished steel rise on either side, their smooth, minimalist facades piercing a clear, late-afternoon sky. The black asphalt, still damp and shimmering from a recent rain, stretches like a dark, empty river. In the exact center of this vast emptiness, a lone, distant figure walks directly away from the camera in a steady, unwavering rhythm. This figure is a sharply defined individual, clad in a long, dark coat, their form framed by the golden light between the buildings. They advance with a deliberate gait, each step measured and consistent, hands in their pockets, plunging deep into the urban void. The low-hanging sun casts long, dramatic shadows that stretch across the sidewalk, creating a stark visual interplay of warm, bright light and cool, deep shadows. The atmosphere is one of profound solitude and awe, a cinematic and contemplative one, where the sheer size of the quiet modern metropolis dwarfs the single, enduring human element within it.", + "seed": 30906, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_0/index_306_seed_30906_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.019699050369672476, + "vlm_logprob": -0.019699050369672476, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.019699050369672476, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05140872299671173 + ], + "opposite_logprob_tokens": [ + -3.0514087677001953 + ], + "logprob_reward": -0.05140872299671173, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05140872299671173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15995123982429504, + 0.09642066061496735, + 0.07051803171634674, + 0.04564714431762695, + 0.20718012750148773, + 0.11400321871042252, + 0.1910247802734375, + 0.03893059864640236, + 0.0401487797498703, + 0.036175426095724106 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.05140872299671173 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029822736978530884 + ], + "opposite_logprob_tokens": [ + -3.529822826385498 + ], + "logprob_reward": -0.029822736978530884, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029822736978530884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10224905610084534, + 0.04669955372810364, + 0.08792641013860703, + 0.050641801208257675, + 0.1025814488530159, + 0.3945986032485962, + 0.1241462379693985, + 0.030907634645700455, + 0.04018358513712883, + 0.020065678283572197 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.029822736978530884 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013390155509114265 + ], + "opposite_logprob_tokens": [ + -6.626338958740234 + ], + "logprob_reward": -0.0013390155509114265, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013390155509114265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15513943135738373, + 0.1006486788392067, + 0.19360364973545074, + 0.06664406508207321, + 0.05834773927927017, + 0.15419119596481323, + 0.09221837669610977, + 0.07352988421916962, + 0.045465584844350815, + 0.06021132692694664 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0013390155509114265 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017147850012406707 + ], + "opposite_logprob_tokens": [ + -6.376714706420898 + ], + "logprob_reward": -0.0017147850012406707, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017147850012406707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18444325029850006, + 0.03318192809820175, + 0.09972681105136871, + 0.025969263166189194, + 0.0828116312623024, + 0.34245729446411133, + 0.1612042784690857, + 0.029056081548333168, + 0.015951823443174362, + 0.02519765868782997 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.0017147850012406707 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209991320967674 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.014209991320967674, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209991320967674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20181095600128174, + 0.062443315982818604, + 0.08306596428155899, + 0.03491474315524101, + 0.02365538477897644, + 0.4513060450553894, + 0.043403372168540955, + 0.05866840481758118, + 0.02310418151319027, + 0.017627639696002007 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.014209991320967674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely wide shot, positioned at a low angle, moves slowly forward along the center of a vast, empty urban canyon, creating a sense of steady, relentless movement. Towering skyscrapers of dark, reflective glass and polished steel rise on either side, their smooth, minimalist facades piercing a clear, late-afternoon sky. The black asphalt, still damp and shimmering from a recent rain, stretches like a dark, empty river. In the exact center of this vast emptiness, a lone, distant figure walks directly away from the camera in a steady, unwavering rhythm. This figure is a sharply defined individual, clad in a long, dark coat, their form framed by the golden light between the buildings. They advance with a deliberate gait, each step measured and consistent, hands in their pockets, plunging deep into the urban void. The low-hanging sun casts long, dramatic shadows that stretch across the sidewalk, creating a stark visual interplay of warm, bright light and cool, deep shadows. The atmosphere is one of profound solitude and awe, a cinematic and contemplative one, where the sheer size of the quiet modern metropolis dwarfs the single, enduring human element within it.", + "seed": 30907, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_0/index_306_seed_30907_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04621955084148795, + "vlm_logprob": -0.04621955084148795, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.04621955084148795, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20516978204250336 + ], + "opposite_logprob_tokens": [ + -1.7051697969436646 + ], + "logprob_reward": -0.20516978204250336, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20516978204250336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24330531060695648, + 0.05808873102068901, + 0.046100080013275146, + 0.04376088082790375, + 0.25750818848609924, + 0.11783229559659958, + 0.04041268676519394, + 0.02047325111925602, + 0.09310165047645569, + 0.07941693812608719 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.20516978204250336 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032055205665528774 + ], + "opposite_logprob_tokens": [ + -5.753205299377441 + ], + "logprob_reward": -0.0032055205665528774, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032055205665528774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15509462356567383, + 0.04862082377076149, + 0.04401402547955513, + 0.1602141112089157, + 0.044563572853803635, + 0.12455763667821884, + 0.035349082201719284, + 0.12124913185834885, + 0.10678566992282867, + 0.15955136716365814 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.0032055205665528774 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031935188453644514 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031935188453644514, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031935188453644514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1396411806344986, + 0.07028906792402267, + 0.07220155000686646, + 0.05418833717703819, + 0.31522485613822937, + 0.13033422827720642, + 0.020999666303396225, + 0.050153717398643494, + 0.06809171289205551, + 0.07887575775384903 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0031935188453644514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013342535821720958 + ], + "opposite_logprob_tokens": [ + -6.626334190368652 + ], + "logprob_reward": -0.0013342535821720958, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013342535821720958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12443505972623825, + 0.042462628334760666, + 0.02514408715069294, + 0.12422911822795868, + 0.028488220646977425, + 0.042761873453855515, + 0.017089325934648514, + 0.11404101550579071, + 0.04202753305435181, + 0.4393210709095001 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0013342535821720958 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot extremely wide and positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward along the center of a vast, empty urban canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there towering skyscrapers with dark, reflective glass and polished steel facades on either side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a lone, distant figure visible walking directly away from the camera in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the figure clad in a long, dark coat with hands in their pockets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819467917084694 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.01819467917084694, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819467917084694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16588927805423737, + 0.0945201888680458, + 0.06510128080844879, + 0.07162431627511978, + 0.04046827182173729, + 0.06139868125319481, + 0.053030166774988174, + 0.15035559237003326, + 0.11905597895383835, + 0.1785561591386795 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.01819467917084694 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_1/index_tensor([2018, 2018])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_1/index_tensor([2018, 2018])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..24d2963cdd92538adc37e0e02fca8f98d205e374 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_1/index_tensor([2018, 2018])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot, imbued with subtle film grain for a cinematic quality, captures exhausted patients in a sterile hospital ward. With damp, matted hair plastered to their pale foreheads, the patients struggle to sit. They wear loose, light-blue, short-sleeved hospital gowns that hang limply from their weakened bodies. Their arms tremble noticeably, and a look of effort etched on their faces, their palms pressed deliberately against the mattress. As their torsos slowly rise, the wrinkled, thin, white hospital sheets, creased from restless sleep, slide down their chests and pool around their waists. The bed is a standard metal-framed model; in the slightly out-of-focus background, a metal IV rack stands sentry. The entire scene is illuminated by the cool, flat, unforgiving light of overhead fluorescent lamps, casting soft but sharp shadows that eliminate any sense of warmth and create a somber and deeply personal atmosphere filled with quiet struggle and vulnerability.", + "seed": 30897, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_1/index_2018_seed_30897_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1672582171857357, + "vlm_logprob": -0.1672582171857357, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.1672582171857357, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.042171332985162735 + ], + "opposite_logprob_tokens": [ + -3.2921712398529053 + ], + "logprob_reward": -0.042171332985162735, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.042171332985162735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2649412453174591, + 0.12597344815731049, + 0.16500721871852875, + 0.0638265535235405, + 0.10220152884721756, + 0.03544755280017853, + 0.03174958378076553, + 0.12233574688434601, + 0.03875599056482315, + 0.049761153757572174 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.042171332985162735 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005749642848969 + ], + "opposite_logprob_tokens": [ + -2.6950573921203613 + ], + "logprob_reward": -0.07005749642848969, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005749642848969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33769068121910095, + 0.12783673405647278, + 0.17807580530643463, + 0.03331899642944336, + 0.08665386587381363, + 0.041676491498947144, + 0.0555751658976078, + 0.09271860122680664, + 0.0239795483648777, + 0.02247408591210842 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07005749642848969 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25209683179855347 + ], + "opposite_logprob_tokens": [ + -1.5020968914031982 + ], + "logprob_reward": -0.25209683179855347, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25209683179855347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14038251340389252, + 0.22945602238178253, + 0.1502065807580948, + 0.03496589511632919, + 0.049063824117183685, + 0.039915673434734344, + 0.03473673388361931, + 0.08174847811460495, + 0.11942281574010849, + 0.12010141462087631 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.25209683179855347 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.428893119096756 + ], + "opposite_logprob_tokens": [ + -1.0538930892944336 + ], + "logprob_reward": -0.428893119096756, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.428893119096756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17953039705753326, + 0.19468556344509125, + 0.23687246441841125, + 0.06757255643606186, + 0.02811940386891365, + 0.046987008303403854, + 0.08126440644264221, + 0.04873869568109512, + 0.05491747707128525, + 0.06131207197904587 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.428893119096756 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043072305619716644 + ], + "opposite_logprob_tokens": [ + -3.16807222366333 + ], + "logprob_reward": -0.043072305619716644, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043072305619716644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2458615005016327, + 0.10687391459941864, + 0.1334853321313858, + 0.06898746639490128, + 0.05308208614587784, + 0.05071160942316055, + 0.13531111180782318, + 0.09400401264429092, + 0.036367081105709076, + 0.07531585544347763 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.043072305619716644 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, imbued with subtle film grain for a cinematic quality, captures exhausted patients in a sterile hospital ward. With damp, matted hair plastered to their pale foreheads, the patients struggle to sit. They wear loose, light-blue, short-sleeved hospital gowns that hang limply from their weakened bodies. Their arms tremble noticeably, and a look of effort etched on their faces, their palms pressed deliberately against the mattress. As their torsos slowly rise, the wrinkled, thin, white hospital sheets, creased from restless sleep, slide down their chests and pool around their waists. The bed is a standard metal-framed model; in the slightly out-of-focus background, a metal IV rack stands sentry. The entire scene is illuminated by the cool, flat, unforgiving light of overhead fluorescent lamps, casting soft but sharp shadows that eliminate any sense of warmth and create a somber and deeply personal atmosphere filled with quiet struggle and vulnerability.", + "seed": 30898, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_1/index_2018_seed_30898_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08419137708842754, + "vlm_logprob": -0.08419137708842754, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.08419137708842754, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04712138697504997 + ], + "opposite_logprob_tokens": [ + -3.172121286392212 + ], + "logprob_reward": -0.04712138697504997, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04712138697504997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026414761319756508, + 0.30519601702690125, + 0.010305375792086124, + 0.01909300871193409, + 0.006807162892073393, + 0.012110438197851181, + 0.009460730478167534, + 0.016820937395095825, + 0.5863931775093079, + 0.007398413959890604 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.04712138697504997 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868509620428085 + ], + "opposite_logprob_tokens": [ + -3.048685073852539 + ], + "logprob_reward": -0.04868509620428085, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868509620428085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10962259024381638, + 0.2421025037765503, + 0.0297344159334898, + 0.020678317174315453, + 0.017069097608327866, + 0.036573730409145355, + 0.018412083387374878, + 0.03291749581694603, + 0.42297425866127014, + 0.06991551071405411 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.04868509620428085 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899253070354462 + ], + "opposite_logprob_tokens": [ + -2.5789926052093506 + ], + "logprob_reward": -0.07899253070354462, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899253070354462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05293041095137596, + 0.5172854065895081, + 0.018629854544997215, + 0.02378176338970661, + 0.02256903611123562, + 0.01891477033495903, + 0.011929558590054512, + 0.05405281111598015, + 0.23824016749858856, + 0.04166613519191742 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.07899253070354462 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557474672794342 + ], + "opposite_logprob_tokens": [ + -1.6005747318267822 + ], + "logprob_reward": -0.22557474672794342, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557474672794342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.00989627093076706, + 0.8076265454292297, + 0.006230547558516264, + 0.006494006607681513, + 0.004211517050862312, + 0.0075744641944766045, + 0.0036421094555407763, + 0.004741709213703871, + 0.14394471049308777, + 0.0056381672620773315 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.22557474672794342 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583124831318855 + ], + "opposite_logprob_tokens": [ + -3.895583152770996 + ], + "logprob_reward": -0.020583124831318855, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583124831318855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023266499862074852, + 0.8389498591423035, + 0.015603318810462952, + 0.0172258447855711, + 0.014902752824127674, + 0.03443711996078491, + 0.011718581430613995, + 0.006533079780638218, + 0.022164616733789444, + 0.01519837323576212 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.020583124831318855 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, imbued with subtle film grain for a cinematic quality, captures exhausted patients in a sterile hospital ward. With damp, matted hair plastered to their pale foreheads, the patients struggle to sit. They wear loose, light-blue, short-sleeved hospital gowns that hang limply from their weakened bodies. Their arms tremble noticeably, and a look of effort etched on their faces, their palms pressed deliberately against the mattress. As their torsos slowly rise, the wrinkled, thin, white hospital sheets, creased from restless sleep, slide down their chests and pool around their waists. The bed is a standard metal-framed model; in the slightly out-of-focus background, a metal IV rack stands sentry. The entire scene is illuminated by the cool, flat, unforgiving light of overhead fluorescent lamps, casting soft but sharp shadows that eliminate any sense of warmth and create a somber and deeply personal atmosphere filled with quiet struggle and vulnerability.", + "seed": 30899, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_1/index_2018_seed_30899_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17462862133979798, + "vlm_logprob": -0.17462862133979798, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.17462862133979798, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04226287454366684 + ], + "opposite_logprob_tokens": [ + -3.4172627925872803 + ], + "logprob_reward": -0.04226287454366684, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04226287454366684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18283997476100922, + 0.1339261680841446, + 0.3947819471359253, + 0.0196367297321558, + 0.121407650411129, + 0.026507431641221046, + 0.02428334765136242, + 0.032673921436071396, + 0.01783512905240059, + 0.046107761561870575 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.04226287454366684 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900717854499817 + ], + "opposite_logprob_tokens": [ + -2.579007148742676 + ], + "logprob_reward": -0.07900717854499817, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900717854499817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1772225797176361, + 0.0404912531375885, + 0.47791787981987, + 0.03676559776067734, + 0.06646715849637985, + 0.027786610648036003, + 0.023192308843135834, + 0.017607340589165688, + 0.025706155225634575, + 0.10684310644865036 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.07900717854499817 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798885613679886 + ], + "opposite_logprob_tokens": [ + -1.8048886060714722 + ], + "logprob_reward": -0.1798885613679886, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798885613679886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2245282530784607, + 0.04740489646792412, + 0.1272166520357132, + 0.045690469443798065, + 0.12811197340488434, + 0.06585270911455154, + 0.04524798318743706, + 0.1279640942811966, + 0.03062746487557888, + 0.15735554695129395 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.1798885613679886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233268737792969 + ], + "opposite_logprob_tokens": [ + -0.8983268737792969 + ], + "logprob_reward": -0.5233268737792969, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233268737792969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29911595582962036, + 0.041720181703567505, + 0.10191590338945389, + 0.09185904264450073, + 0.1220426857471466, + 0.08379704505205154, + 0.037589553743600845, + 0.04380221664905548, + 0.060059044510126114, + 0.1180984228849411 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.5233268737792969 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486576184630394 + ], + "opposite_logprob_tokens": [ + -3.0486576557159424 + ], + "logprob_reward": -0.0486576184630394, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486576184630394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06087081506848335, + 0.0727619081735611, + 0.2084890604019165, + 0.09812559932470322, + 0.15241819620132446, + 0.10767292231321335, + 0.06279751658439636, + 0.03717048093676567, + 0.03183983638882637, + 0.16785366833209991 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -0.0486576184630394 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, imbued with subtle film grain for a cinematic quality, captures exhausted patients in a sterile hospital ward. With damp, matted hair plastered to their pale foreheads, the patients struggle to sit. They wear loose, light-blue, short-sleeved hospital gowns that hang limply from their weakened bodies. Their arms tremble noticeably, and a look of effort etched on their faces, their palms pressed deliberately against the mattress. As their torsos slowly rise, the wrinkled, thin, white hospital sheets, creased from restless sleep, slide down their chests and pool around their waists. The bed is a standard metal-framed model; in the slightly out-of-focus background, a metal IV rack stands sentry. The entire scene is illuminated by the cool, flat, unforgiving light of overhead fluorescent lamps, casting soft but sharp shadows that eliminate any sense of warmth and create a somber and deeply personal atmosphere filled with quiet struggle and vulnerability.", + "seed": 30900, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_1/index_2018_seed_30900_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16560003869235515, + "vlm_logprob": -0.16560003869235515, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.16560003869235515, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02200263738632202 + ], + "opposite_logprob_tokens": [ + -4.147002696990967 + ], + "logprob_reward": -0.02200263738632202, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.02200263738632202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23197513818740845, + 0.1305229812860489, + 0.037713829427957535, + 0.024661509320139885, + 0.05388153716921806, + 0.043051041662693024, + 0.05121975392103195, + 0.12259509414434433, + 0.24904805421829224, + 0.05533107370138168 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.02200263738632202 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043084751814603806 + ], + "opposite_logprob_tokens": [ + -3.1680848598480225 + ], + "logprob_reward": -0.043084751814603806, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043084751814603806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18918071687221527, + 0.3781946003437042, + 0.031123390421271324, + 0.014845906756818295, + 0.05057410150766373, + 0.028097553178668022, + 0.03313122317194939, + 0.03842650726437569, + 0.18165549635887146, + 0.05477050691843033 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.043084751814603806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031840950250626 + ], + "opposite_logprob_tokens": [ + -2.350318431854248 + ], + "logprob_reward": -0.10031840950250626, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031840950250626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10455244779586792, + 0.1673998385667801, + 0.032265275716781616, + 0.042331263422966, + 0.0903952419757843, + 0.056455157697200775, + 0.06576113402843475, + 0.09699361026287079, + 0.30154675245285034, + 0.0422993004322052 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.10031840950250626 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327949166297913 + ], + "opposite_logprob_tokens": [ + -0.7577949166297913 + ], + "logprob_reward": -0.6327949166297913, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327949166297913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1654125452041626, + 0.1710941195487976, + 0.05901689454913139, + 0.04071059823036194, + 0.1611148715019226, + 0.07008535414934158, + 0.08403614163398743, + 0.044632717967033386, + 0.10398677736520767, + 0.09991002827882767 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.6327949166297913 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the patients wearing loose, light-blue, short-sleeved hospital gowns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the patients have damp, matted hair plastered to their pale foreheads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the patients shown struggling to sit up with trembling arms and wrinkled white sheets sliding down their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, flat overhead fluorescent lamps casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with a slightly out-of-focus background containing a metal IV rack?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799478128552437 + ], + "opposite_logprob_tokens": [ + -3.529799461364746 + ], + "logprob_reward": -0.029799478128552437, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799478128552437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09386780112981796, + 0.21590761840343475, + 0.055132459849119186, + 0.04523360729217529, + 0.06947153061628342, + 0.0578976571559906, + 0.07655399292707443, + 0.0737944170832634, + 0.2636183500289917, + 0.04852263256907463 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.029799478128552437 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_10/index_tensor([6785, 6785])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_10/index_tensor([6785, 6785])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..516a3050f9191615d11b775930d21c72470de130 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_10/index_tensor([6785, 6785])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a display of documentary-style realism, a steady, eye-level medium shot captures a giant Japanese spider crab, Macrocheira kaempferi, illuminated by the powerful, focused beam of a submersible's light in the abyssal darkness of the deep seabed. The creature crouches low, its knobby, calcified carapace, patterned in pale orange and grayish-white speckles, gleaming in the cold, white light. Its incredibly spindly legs, each articulated like a complex mechanism and bent at sharp angles, keep its armored body balanced, motionless, on a bed of fine-powdered sediment. The surrounding water is a pitch-black void, the only movement the gentle, constant drift of marine snow, tiny grains of organic detritus catching the light like a slow-motion blizzard. The cinematic quality of the image emphasizes the creature's immense size and alien beauty, contrasting the sharp, detailed textures of its body with the soft, out-of-focus drift of particles in the vast, dark, silent water, creating an atmosphere of profound isolation and awe-inspiring scientific discovery.", + "seed": 26598, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_10/index_6785_seed_26598_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14406061507761478, + "vlm_logprob": -0.14406061507761478, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.14406061507761478, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07131906598806381 + ], + "opposite_logprob_tokens": [ + -2.696319103240967 + ], + "logprob_reward": -0.07131906598806381, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07131906598806381, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3034206032752991, + 0.12385371327400208, + 0.1579076051712036, + 0.17074556648731232, + 0.03177553042769432, + 0.08078554272651672, + 0.0538957305252552, + 0.03548054397106171, + 0.020235581323504448, + 0.021899551153182983 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.07131906598806381 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761278867721558 + ], + "opposite_logprob_tokens": [ + -0.8261278867721558 + ], + "logprob_reward": -0.5761278867721558, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761278867721558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2584362328052521, + 0.11456465721130371, + 0.08332429081201553, + 0.23281843960285187, + 0.037322741001844406, + 0.09112635999917984, + 0.10394949465990067, + 0.02792896144092083, + 0.02033698931336403, + 0.030191808938980103 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.5761278867721558 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193419367074966 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193419367074966, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193419367074966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24296459555625916, + 0.17263080179691315, + 0.12912723422050476, + 0.18996527791023254, + 0.03672880679368973, + 0.05163206905126572, + 0.05846323445439339, + 0.07682949304580688, + 0.016934162005782127, + 0.024724263697862625 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.014193419367074966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808903694152832 + ], + "opposite_logprob_tokens": [ + -3.2880890369415283 + ], + "logprob_reward": -0.03808903694152832, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808903694152832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15618135035037994, + 0.14117996394634247, + 0.08979208022356033, + 0.04090816155076027, + 0.055578164756298065, + 0.051314353942871094, + 0.2576427161693573, + 0.1464378982782364, + 0.02996235527098179, + 0.031002933159470558 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.03808903694152832 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057366631925106 + ], + "opposite_logprob_tokens": [ + -3.895573616027832 + ], + "logprob_reward": -0.02057366631925106, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057366631925106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19341669976711273, + 0.1538590043783188, + 0.08129142224788666, + 0.1716667115688324, + 0.14054882526397705, + 0.06501556187868118, + 0.08608528226613998, + 0.031407430768013, + 0.02463502436876297, + 0.05207407847046852 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.02057366631925106 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a display of documentary-style realism, a steady, eye-level medium shot captures a giant Japanese spider crab, Macrocheira kaempferi, illuminated by the powerful, focused beam of a submersible's light in the abyssal darkness of the deep seabed. The creature crouches low, its knobby, calcified carapace, patterned in pale orange and grayish-white speckles, gleaming in the cold, white light. Its incredibly spindly legs, each articulated like a complex mechanism and bent at sharp angles, keep its armored body balanced, motionless, on a bed of fine-powdered sediment. The surrounding water is a pitch-black void, the only movement the gentle, constant drift of marine snow, tiny grains of organic detritus catching the light like a slow-motion blizzard. The cinematic quality of the image emphasizes the creature's immense size and alien beauty, contrasting the sharp, detailed textures of its body with the soft, out-of-focus drift of particles in the vast, dark, silent water, creating an atmosphere of profound isolation and awe-inspiring scientific discovery.", + "seed": 26599, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_10/index_6785_seed_26599_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1641015313565731, + "vlm_logprob": -0.1641015313565731, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.1641015313565731, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.040941424667835236 + ], + "opposite_logprob_tokens": [ + -3.2909414768218994 + ], + "logprob_reward": -0.040941424667835236, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.040941424667835236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03481275588274002, + 0.3647037744522095, + 0.07191924005746841, + 0.016711950302124023, + 0.07583485543727875, + 0.24815291166305542, + 0.03510717302560806, + 0.04271216318011284, + 0.036132607609033585, + 0.07391257584095001 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.040941424667835236 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38710418343544006 + ], + "opposite_logprob_tokens": [ + -1.1371041536331177 + ], + "logprob_reward": -0.38710418343544006, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38710418343544006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06766760349273682, + 0.03517342731356621, + 0.050272248685359955, + 0.11665236204862595, + 0.16319002211093903, + 0.17717386782169342, + 0.1876641809940338, + 0.11008964478969574, + 0.03686581179499626, + 0.055250927805900574 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.38710418343544006 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058546058833599 + ], + "opposite_logprob_tokens": [ + -3.895585536956787 + ], + "logprob_reward": -0.02058546058833599, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058546058833599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055528201162815094, + 0.1697884500026703, + 0.03155220299959183, + 0.023032739758491516, + 0.4313144087791443, + 0.10591508448123932, + 0.07940985262393951, + 0.03184995427727699, + 0.04757262021303177, + 0.024036476388573647 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.02058546058833599 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.348586767911911 + ], + "opposite_logprob_tokens": [ + -1.2235867977142334 + ], + "logprob_reward": -0.348586767911911, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.348586767911911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048638105392456055, + 0.43800804018974304, + 0.07212909311056137, + 0.09735221415758133, + 0.16098839044570923, + 0.06232241168618202, + 0.05638165399432182, + 0.025545723736286163, + 0.0076031493954360485, + 0.031031282618641853 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.348586767911911 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289820179343224 + ], + "opposite_logprob_tokens": [ + -3.773289918899536 + ], + "logprob_reward": -0.023289820179343224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289820179343224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03918572887778282, + 0.2385959029197693, + 0.02993030473589897, + 0.1538856327533722, + 0.17209789156913757, + 0.1122751533985138, + 0.08815465122461319, + 0.021793412044644356, + 0.09350479394197464, + 0.050576549023389816 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.023289820179343224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a display of documentary-style realism, a steady, eye-level medium shot captures a giant Japanese spider crab, Macrocheira kaempferi, illuminated by the powerful, focused beam of a submersible's light in the abyssal darkness of the deep seabed. The creature crouches low, its knobby, calcified carapace, patterned in pale orange and grayish-white speckles, gleaming in the cold, white light. Its incredibly spindly legs, each articulated like a complex mechanism and bent at sharp angles, keep its armored body balanced, motionless, on a bed of fine-powdered sediment. The surrounding water is a pitch-black void, the only movement the gentle, constant drift of marine snow, tiny grains of organic detritus catching the light like a slow-motion blizzard. The cinematic quality of the image emphasizes the creature's immense size and alien beauty, contrasting the sharp, detailed textures of its body with the soft, out-of-focus drift of particles in the vast, dark, silent water, creating an atmosphere of profound isolation and awe-inspiring scientific discovery.", + "seed": 26600, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_10/index_6785_seed_26600_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10478138476610184, + "vlm_logprob": -0.10478138476610184, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.10478138476610184, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04585781693458557 + ], + "opposite_logprob_tokens": [ + -3.1708579063415527 + ], + "logprob_reward": -0.04585781693458557, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04585781693458557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44674190878868103, + 0.08251430839300156, + 0.033506326377391815, + 0.03334490954875946, + 0.035122793167829514, + 0.09593788534402847, + 0.017826182767748833, + 0.1345186084508896, + 0.049646396189928055, + 0.07084070146083832 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.04585781693458557 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28135427832603455 + ], + "opposite_logprob_tokens": [ + -1.406354308128357 + ], + "logprob_reward": -0.28135427832603455, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28135427832603455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15698465704917908, + 0.11098349094390869, + 0.06247110292315483, + 0.043915070593357086, + 0.07701440155506134, + 0.034649673849344254, + 0.08129832148551941, + 0.19111306965351105, + 0.11536215245723724, + 0.1262080818414688 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.28135427832603455 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018195264041423798 + ], + "opposite_logprob_tokens": [ + -4.018195152282715 + ], + "logprob_reward": -0.018195264041423798, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018195264041423798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28369396924972534, + 0.1648477464914322, + 0.08805916458368301, + 0.03372461348772049, + 0.05060625821352005, + 0.06522103399038315, + 0.060613226145505905, + 0.11058179289102554, + 0.07148671895265579, + 0.07116542011499405 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.018195264041423798 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603168249130249 + ], + "opposite_logprob_tokens": [ + -1.910316824913025 + ], + "logprob_reward": -0.1603168249130249, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603168249130249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.332570344209671, + 0.0442788265645504, + 0.06357801705598831, + 0.05879491567611694, + 0.0903061255812645, + 0.036934319883584976, + 0.10395348072052002, + 0.060318928211927414, + 0.09853466600179672, + 0.11073038727045059 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.1603168249130249 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818273961544037 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.01818273961544037, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818273961544037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3664308190345764, + 0.060054950416088104, + 0.04358398914337158, + 0.05132640153169632, + 0.055382248014211655, + 0.0585092268884182, + 0.039571765810251236, + 0.09498357772827148, + 0.11954112350940704, + 0.11061586439609528 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.01818273961544037 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a display of documentary-style realism, a steady, eye-level medium shot captures a giant Japanese spider crab, Macrocheira kaempferi, illuminated by the powerful, focused beam of a submersible's light in the abyssal darkness of the deep seabed. The creature crouches low, its knobby, calcified carapace, patterned in pale orange and grayish-white speckles, gleaming in the cold, white light. Its incredibly spindly legs, each articulated like a complex mechanism and bent at sharp angles, keep its armored body balanced, motionless, on a bed of fine-powdered sediment. The surrounding water is a pitch-black void, the only movement the gentle, constant drift of marine snow, tiny grains of organic detritus catching the light like a slow-motion blizzard. The cinematic quality of the image emphasizes the creature's immense size and alien beauty, contrasting the sharp, detailed textures of its body with the soft, out-of-focus drift of particles in the vast, dark, silent water, creating an atmosphere of profound isolation and awe-inspiring scientific discovery.", + "seed": 26601, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_10/index_6785_seed_26601_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1522949133068323, + "vlm_logprob": -0.1522949133068323, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.1522949133068323, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03591667860746384 + ], + "opposite_logprob_tokens": [ + -3.410916566848755 + ], + "logprob_reward": -0.03591667860746384, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03591667860746384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08640781044960022, + 0.25955384969711304, + 0.28938913345336914, + 0.08230065554380417, + 0.040933869779109955, + 0.03239532187581062, + 0.06466186791658401, + 0.07439883053302765, + 0.036402273923158646, + 0.03355643153190613 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.03591667860746384 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289512634277344 + ], + "opposite_logprob_tokens": [ + -1.0539512634277344 + ], + "logprob_reward": -0.4289512634277344, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289512634277344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12245413661003113, + 0.19900988042354584, + 0.11006597429513931, + 0.13432124257087708, + 0.1871234029531479, + 0.06931322067975998, + 0.041286978870630264, + 0.052593257278203964, + 0.03451559320092201, + 0.04931626468896866 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.4289512634277344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634909749031067 + ], + "opposite_logprob_tokens": [ + -3.6513490676879883 + ], + "logprob_reward": -0.02634909749031067, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634909749031067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15521293878555298, + 0.32421156764030457, + 0.21616272628307343, + 0.07171531021595001, + 0.07190459966659546, + 0.04392806068062782, + 0.02592994086444378, + 0.045323584228754044, + 0.023653117939829826, + 0.021958213299512863 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.02634909749031067 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520623803138733 + ], + "opposite_logprob_tokens": [ + -1.5020623207092285 + ], + "logprob_reward": -0.2520623803138733, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520623803138733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14181971549987793, + 0.14449022710323334, + 0.17433317005634308, + 0.15508024394512177, + 0.07383875548839569, + 0.102080799639225, + 0.0756506398320198, + 0.059189386665821075, + 0.02864746004343033, + 0.04486960172653198 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.2520623803138733 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese spider crab (Macrocheira kaempferi)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab illuminated by a focused beam of light in an otherwise pitch-black environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace patterned with pale orange and grayish-white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab crouching motionless on a bed of fine-powdered sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot steady, eye-level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018195146694779396 + ], + "opposite_logprob_tokens": [ + -4.018195152282715 + ], + "logprob_reward": -0.018195146694779396, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018195146694779396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19167253375053406, + 0.19358153641223907, + 0.11511065810918808, + 0.15366359055042267, + 0.043894533067941666, + 0.11669652909040451, + 0.06569543480873108, + 0.03410559520125389, + 0.032222095876932144, + 0.05335744470357895 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.018195146694779396 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_11/index_tensor([1332, 1332])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_11/index_tensor([1332, 1332])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..61faf393298bf05f2aa1e08f217f72e507d2721a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_11/index_tensor([1332, 1332])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight tracking shot, shot from the side and slightly from an upward angle, closely follows the resolute face of a rickshaw puller. He wears a worn, dark cloth cap, his bronzed cheeks crisscrossed with deep wrinkles. Large beads of sweat trickle down his furrowed brow and clenched jawline, gleaming faintly in the warm sunset. He leans forward, his taut upper body clad only in a sweat-soaked, clinging gray sweatshirt. With every ounce of his strength, he pulls a yellow freight tricycle, its paint peeling in patches, revealing the rust beneath. The wheels creak heavily and laboriously as they bump against the uneven, time-worn bluestone slabs of an ancient stone arch bridge. In the background, a moss-covered stone railing and a hazy view of the bridge below loom. The entire picture is stained with a warm yellow hue of retro art, like a faded old photo. The soft golden light lengthens the shadows of people and cars, profoundly depicting an indomitable resilience of life and a profound sense of the times in the difficult life.", + "seed": 31989, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_11/index_1332_seed_31989_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02309512868523598, + "vlm_logprob": -0.02309512868523598, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.02309512868523598, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031294599175453186 + ], + "opposite_logprob_tokens": [ + -3.531294584274292 + ], + "logprob_reward": -0.031294599175453186, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031294599175453186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09255270659923553, + 0.061564601957798004, + 0.08453834801912308, + 0.10478582233190536, + 0.09439683705568314, + 0.014607568271458149, + 0.022738531231880188, + 0.031234653666615486, + 0.19834868609905243, + 0.2952323257923126 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.031294599175453186 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202351681888103 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014202351681888103, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202351681888103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06906179338693619, + 0.11433611065149307, + 0.11452449858188629, + 0.07944271713495255, + 0.09418676793575287, + 0.0157814659178257, + 0.1275179237127304, + 0.02126888930797577, + 0.07428736984729767, + 0.2895924746990204 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.014202351681888103 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249525420367718 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249525420367718, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249525420367718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1667945832014084, + 0.08232509344816208, + 0.10387760400772095, + 0.0790838748216629, + 0.06680230051279068, + 0.08322169631719589, + 0.012794096022844315, + 0.018156742677092552, + 0.07960575819015503, + 0.30733823776245117 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.005249525420367718 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866772145032883 + ], + "opposite_logprob_tokens": [ + -3.0486676692962646 + ], + "logprob_reward": -0.04866772145032883, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866772145032883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1091102883219719, + 0.07770586758852005, + 0.0895366221666336, + 0.06654933840036392, + 0.1191365122795105, + 0.011227709241211414, + 0.014207587577402592, + 0.019463524222373962, + 0.11601835489273071, + 0.3770442306995392 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.04866772145032883 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606144569814205 + ], + "opposite_logprob_tokens": [ + -4.141061305999756 + ], + "logprob_reward": -0.01606144569814205, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606144569814205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09730418026447296, + 0.08455219119787216, + 0.054978832602500916, + 0.07689400762319565, + 0.10497500747442245, + 0.04177255928516388, + 0.03244461119174957, + 0.053238604217767715, + 0.08903303742408752, + 0.36480697989463806 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.01606144569814205 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight tracking shot, shot from the side and slightly from an upward angle, closely follows the resolute face of a rickshaw puller. He wears a worn, dark cloth cap, his bronzed cheeks crisscrossed with deep wrinkles. Large beads of sweat trickle down his furrowed brow and clenched jawline, gleaming faintly in the warm sunset. He leans forward, his taut upper body clad only in a sweat-soaked, clinging gray sweatshirt. With every ounce of his strength, he pulls a yellow freight tricycle, its paint peeling in patches, revealing the rust beneath. The wheels creak heavily and laboriously as they bump against the uneven, time-worn bluestone slabs of an ancient stone arch bridge. In the background, a moss-covered stone railing and a hazy view of the bridge below loom. The entire picture is stained with a warm yellow hue of retro art, like a faded old photo. The soft golden light lengthens the shadows of people and cars, profoundly depicting an indomitable resilience of life and a profound sense of the times in the difficult life.", + "seed": 31990, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_11/index_1332_seed_31990_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16765762418508529, + "vlm_logprob": -0.16765762418508529, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.16765762418508529, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09136777371168137 + ], + "opposite_logprob_tokens": [ + -2.466367721557617 + ], + "logprob_reward": -0.09136777371168137, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09136777371168137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12591643631458282, + 0.3950662612915039, + 0.040988851338624954, + 0.06257981061935425, + 0.0325666218996048, + 0.039983559399843216, + 0.028500713407993317, + 0.1084907054901123, + 0.1023738905787468, + 0.06353311240673065 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.09136777371168137 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077987849712372 + ], + "opposite_logprob_tokens": [ + -4.141077995300293 + ], + "logprob_reward": -0.016077987849712372, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077987849712372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0708998516201973, + 0.21186742186546326, + 0.3484764099121094, + 0.05162506923079491, + 0.022514408454298973, + 0.07910872250795364, + 0.09263896197080612, + 0.035690661519765854, + 0.04028982296586037, + 0.04688868671655655 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.016077987849712372 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190716668963432 + ], + "opposite_logprob_tokens": [ + -4.264190673828125 + ], + "logprob_reward": -0.014190716668963432, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190716668963432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08242353796958923, + 0.3987325429916382, + 0.04394080862402916, + 0.10385628789663315, + 0.040906716138124466, + 0.0999697893857956, + 0.042959921061992645, + 0.06599128246307373, + 0.05425628647208214, + 0.06696278601884842 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.014190716668963432 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933746337890625 + ], + "opposite_logprob_tokens": [ + -0.6933746337890625 + ], + "logprob_reward": -0.6933746337890625, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933746337890625, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1356741338968277, + 0.29829972982406616, + 0.1776721477508545, + 0.09724682569503784, + 0.06100408360362053, + 0.07584372162818909, + 0.028952298685908318, + 0.04856576398015022, + 0.03318565711379051, + 0.04355573281645775 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.6933746337890625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023277008906006813 + ], + "opposite_logprob_tokens": [ + -3.7732770442962646 + ], + "logprob_reward": -0.023277008906006813, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023277008906006813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1777711659669876, + 0.25806692242622375, + 0.21124137938022614, + 0.0750175341963768, + 0.06398006528615952, + 0.05918986722826958, + 0.03081998974084854, + 0.044074732810258865, + 0.04426145926117897, + 0.03557686135172844 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.023277008906006813 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "tight tracking shot, shot from the side and slightly from an upward angle, closely follows the resolute face of a rickshaw puller. He wears a worn, dark cloth cap, his bronzed cheeks crisscrossed with deep wrinkles. Large beads of sweat trickle down his furrowed brow and clenched jawline, gleaming faintly in the warm sunset. He leans forward, his taut upper body clad only in a sweat-soaked, clinging gray sweatshirt. With every ounce of his strength, he pulls a yellow freight tricycle, its paint peeling in patches, revealing the rust beneath. The wheels creak heavily and laboriously as they bump against the uneven, time-worn bluestone slabs of an ancient stone arch bridge. In the background, a moss-covered stone railing and a hazy view of the bridge below loom. The entire picture is stained with a warm yellow hue of retro art, like a faded old photo. The soft golden light lengthens the shadows of people and cars, profoundly depicting an indomitable resilience of life and a profound sense of the times in the difficult life.", + "seed": 31991, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_11/index_1332_seed_31991_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.040148303098976615, + "vlm_logprob": -0.040148303098976615, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.040148303098976615, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049968235194683075 + ], + "opposite_logprob_tokens": [ + -3.0499682426452637 + ], + "logprob_reward": -0.049968235194683075, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049968235194683075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3694845736026764, + 0.05305534973740578, + 0.04828748106956482, + 0.032599762082099915, + 0.07463601231575012, + 0.01994091272354126, + 0.09113894402980804, + 0.04209817200899124, + 0.11296385526657104, + 0.15579494833946228 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.049968235194683075 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549362145364285 + ], + "opposite_logprob_tokens": [ + -4.38754940032959 + ], + "logprob_reward": -0.012549362145364285, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549362145364285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19012553989887238, + 0.09272066503763199, + 0.07887444645166397, + 0.050204332917928696, + 0.04388788342475891, + 0.1058291643857956, + 0.11260595172643661, + 0.04715977981686592, + 0.047500237822532654, + 0.2310919612646103 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.012549362145364285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107639167457819 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.01107639167457819, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107639167457819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1412551999092102, + 0.07387673854827881, + 0.08108062297105789, + 0.07600629329681396, + 0.06552436947822571, + 0.06812523305416107, + 0.06457556784152985, + 0.03521963581442833, + 0.07517249882221222, + 0.3191637694835663 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.01107639167457819 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129559874534607 + ], + "opposite_logprob_tokens": [ + -2.2379560470581055 + ], + "logprob_reward": -0.1129559874534607, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129559874534607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17919783294200897, + 0.11053145676851273, + 0.08810513466596603, + 0.14767661690711975, + 0.051693275570869446, + 0.022020528092980385, + 0.08104602992534637, + 0.027727331966161728, + 0.10529361665248871, + 0.18670810759067535 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.1129559874534607 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191539026796818 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.014191539026796818, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191539026796818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1656321883201599, + 0.06179820001125336, + 0.045564308762550354, + 0.07039559632539749, + 0.09624401479959488, + 0.02407495304942131, + 0.08818455785512924, + 0.06177535280585289, + 0.08492711186408997, + 0.30140364170074463 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.014191539026796818 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight tracking shot, shot from the side and slightly from an upward angle, closely follows the resolute face of a rickshaw puller. He wears a worn, dark cloth cap, his bronzed cheeks crisscrossed with deep wrinkles. Large beads of sweat trickle down his furrowed brow and clenched jawline, gleaming faintly in the warm sunset. He leans forward, his taut upper body clad only in a sweat-soaked, clinging gray sweatshirt. With every ounce of his strength, he pulls a yellow freight tricycle, its paint peeling in patches, revealing the rust beneath. The wheels creak heavily and laboriously as they bump against the uneven, time-worn bluestone slabs of an ancient stone arch bridge. In the background, a moss-covered stone railing and a hazy view of the bridge below loom. The entire picture is stained with a warm yellow hue of retro art, like a faded old photo. The soft golden light lengthens the shadows of people and cars, profoundly depicting an indomitable resilience of life and a profound sense of the times in the difficult life.", + "seed": 31992, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_11/index_1332_seed_31992_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029764567129313947, + "vlm_logprob": -0.029764567129313947, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.029764567129313947, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026966260746121407 + ], + "opposite_logprob_tokens": [ + -3.6519663333892822 + ], + "logprob_reward": -0.026966260746121407, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026966260746121407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10268517583608627, + 0.08713855594396591, + 0.05974864214658737, + 0.087384894490242, + 0.08288581669330597, + 0.03566946089267731, + 0.23469097912311554, + 0.09692096710205078, + 0.1684173196554184, + 0.04445819556713104 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.026966260746121407 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058732882142067 + ], + "opposite_logprob_tokens": [ + -3.89558744430542 + ], + "logprob_reward": -0.02058732882142067, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058732882142067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0957050696015358, + 0.14464224874973297, + 0.05465042591094971, + 0.09615527093410492, + 0.06170006841421127, + 0.03332056105136871, + 0.2666105329990387, + 0.15912409126758575, + 0.041411709040403366, + 0.04667995125055313 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.02058732882142067 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094076342880726 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094076342880726, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094076342880726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06325361877679825, + 0.0740983858704567, + 0.04579966142773628, + 0.16734614968299866, + 0.05818086862564087, + 0.06586149334907532, + 0.38257336616516113, + 0.04755789414048195, + 0.03976307809352875, + 0.055565498769283295 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.004094076342880726 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899594306945801 + ], + "opposite_logprob_tokens": [ + -2.578995943069458 + ], + "logprob_reward": -0.07899594306945801, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899594306945801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06539428234100342, + 0.08005814254283905, + 0.025998566299676895, + 0.22968821227550507, + 0.03606797382235527, + 0.04375993460416794, + 0.42605066299438477, + 0.03582832217216492, + 0.035537414252758026, + 0.021616559475660324 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.07899594306945801 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rickshaw puller with a resolute expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puller wearing a worn dark cloth cap and a sweat-soaked gray sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the puller leaning forward while pulling a yellow freight tricycle with peeling paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an ancient stone arch bridge with uneven bluestone slabs and a moss-covered railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side and slightly from an upward angle in a tight tracking shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817922666668892 + ], + "opposite_logprob_tokens": [ + -4.018179416656494 + ], + "logprob_reward": -0.01817922666668892, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817922666668892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06044413894414902, + 0.07347288727760315, + 0.05839724838733673, + 0.1593012511730194, + 0.05785799026489258, + 0.053259558975696564, + 0.38054606318473816, + 0.048801399767398834, + 0.08244241774082184, + 0.025477075949311256 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.01817922666668892 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_12/index_tensor([5190, 5190])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_12/index_tensor([5190, 5190])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a7e4be46e7999b3bbb5c1e22244271634f3d9ee5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_12/index_tensor([5190, 5190])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium shot captures the rear of a lone, classic black-and-white police cruiser as it slowly winds its way through the heart of a deserted city street at night. The vehicle's glossy paint, slick with rain, vividly reflects the silent, rhythmic pulse of red and blue emergency light strips, casting sweeping, ephemeral bursts of color across the wet, black asphalt. The camera then begins a smooth, steady crane motion, pulling upward and backward, gradually widening the frame. As the view rises, the street expands into a complex grid of empty streets, all shimmering in the cold, ambient glow and hazy atmosphere of distant streetlights. The shot culminates in a breathtaking high-angle, extreme wide shot, revealing a vast, desolate metropolis composed of towering, dark skyscrapers whose windows are barely lit, creating a powerful sense of scale and profound emptiness. The lone police cruiser is now a small, almost insignificant vehicle, its flashing lights the sole beacon of activity in the vast, silent cityscape.", + "seed": 11196, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_12/index_5190_seed_11196_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02529823863878846, + "vlm_logprob": -0.02529823863878846, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.02529823863878846, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07188169658184052 + ], + "opposite_logprob_tokens": [ + -2.6968817710876465 + ], + "logprob_reward": -0.07188169658184052, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07188169658184052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12196975946426392, + 0.0694761574268341, + 0.21297898888587952, + 0.035458456724882126, + 0.02328208088874817, + 0.07623632997274399, + 0.03790456801652908, + 0.022565433755517006, + 0.051231034100055695, + 0.34889715909957886 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.07188169658184052 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007644565310329199 + ], + "opposite_logprob_tokens": [ + -4.8826446533203125 + ], + "logprob_reward": -0.007644565310329199, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007644565310329199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02413910999894142, + 0.03329150751233101, + 0.4920024573802948, + 0.02484944835305214, + 0.0064121731556952, + 0.011800688691437244, + 0.007071380503475666, + 0.009660720825195312, + 0.012659885920584202, + 0.3781125545501709 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.007644565310329199 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624453864991665 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624453864991665, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624453864991665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15762709081172943, + 0.07960006594657898, + 0.37910690903663635, + 0.037092044949531555, + 0.02315710112452507, + 0.0544976070523262, + 0.012540511786937714, + 0.04161936044692993, + 0.07811785489320755, + 0.13664142787456512 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.007624453864991665 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066960990428925 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.016066960990428925, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066960990428925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07829297333955765, + 0.12126275151968002, + 0.05803709104657173, + 0.05672842636704445, + 0.11594218015670776, + 0.24205374717712402, + 0.0635039359331131, + 0.03117373026907444, + 0.04862730950117111, + 0.18437784910202026 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.016066960990428925 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023273516446352005 + ], + "opposite_logprob_tokens": [ + -3.773273468017578 + ], + "logprob_reward": -0.023273516446352005, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023273516446352005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2848479449748993, + 0.17303292453289032, + 0.11435472220182419, + 0.03292177617549896, + 0.03642250970005989, + 0.08276838064193726, + 0.03867318853735924, + 0.03600173071026802, + 0.12757135927677155, + 0.073405422270298 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.023273516446352005 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot captures the rear of a lone, classic black-and-white police cruiser as it slowly winds its way through the heart of a deserted city street at night. The vehicle's glossy paint, slick with rain, vividly reflects the silent, rhythmic pulse of red and blue emergency light strips, casting sweeping, ephemeral bursts of color across the wet, black asphalt. The camera then begins a smooth, steady crane motion, pulling upward and backward, gradually widening the frame. As the view rises, the street expands into a complex grid of empty streets, all shimmering in the cold, ambient glow and hazy atmosphere of distant streetlights. The shot culminates in a breathtaking high-angle, extreme wide shot, revealing a vast, desolate metropolis composed of towering, dark skyscrapers whose windows are barely lit, creating a powerful sense of scale and profound emptiness. The lone police cruiser is now a small, almost insignificant vehicle, its flashing lights the sole beacon of activity in the vast, silent cityscape.", + "seed": 11197, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_12/index_5190_seed_11197_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029546602070331572, + "vlm_logprob": -0.029546602070331572, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.029546602070331572, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1136760413646698 + ], + "opposite_logprob_tokens": [ + -2.238676071166992 + ], + "logprob_reward": -0.1136760413646698, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1136760413646698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12718980014324188, + 0.10930509120225906, + 0.11675703525543213, + 0.15527208149433136, + 0.052965760231018066, + 0.1645021289587021, + 0.11431050300598145, + 0.021854978054761887, + 0.05809580907225609, + 0.07974684983491898 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.1136760413646698 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008656004443764687 + ], + "opposite_logprob_tokens": [ + -4.758656024932861 + ], + "logprob_reward": -0.008656004443764687, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008656004443764687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08880211412906647, + 0.20909187197685242, + 0.05143861845135689, + 0.2930790185928345, + 0.044930536299943924, + 0.09095215052366257, + 0.05587727949023247, + 0.032496288418769836, + 0.08586435765028, + 0.04746776446700096 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.008656004443764687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093957599252462 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004093957599252462, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093957599252462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11299571394920349, + 0.10627539455890656, + 0.08472753316164017, + 0.11691294610500336, + 0.047288425266742706, + 0.09034621715545654, + 0.05387653037905693, + 0.10836028307676315, + 0.19775182008743286, + 0.08146505057811737 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.004093957599252462 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251778755337 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251778755337, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251778755337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049788255244493484, + 0.18472081422805786, + 0.050261490046978, + 0.1624748855829239, + 0.05737408623099327, + 0.1462995707988739, + 0.06018010526895523, + 0.06949743628501892, + 0.12965507805347443, + 0.08974824100732803 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.005251778755337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605522818863392 + ], + "opposite_logprob_tokens": [ + -4.141055107116699 + ], + "logprob_reward": -0.01605522818863392, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605522818863392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06852319091558456, + 0.07868344336748123, + 0.06692629307508469, + 0.1084074005484581, + 0.03966904431581497, + 0.08039087802171707, + 0.03355978801846504, + 0.11433988809585571, + 0.27601829171180725, + 0.13348177075386047 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.01605522818863392 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot captures the rear of a lone, classic black-and-white police cruiser as it slowly winds its way through the heart of a deserted city street at night. The vehicle's glossy paint, slick with rain, vividly reflects the silent, rhythmic pulse of red and blue emergency light strips, casting sweeping, ephemeral bursts of color across the wet, black asphalt. The camera then begins a smooth, steady crane motion, pulling upward and backward, gradually widening the frame. As the view rises, the street expands into a complex grid of empty streets, all shimmering in the cold, ambient glow and hazy atmosphere of distant streetlights. The shot culminates in a breathtaking high-angle, extreme wide shot, revealing a vast, desolate metropolis composed of towering, dark skyscrapers whose windows are barely lit, creating a powerful sense of scale and profound emptiness. The lone police cruiser is now a small, almost insignificant vehicle, its flashing lights the sole beacon of activity in the vast, silent cityscape.", + "seed": 11198, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_12/index_5190_seed_11198_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07232290366664529, + "vlm_logprob": -0.07232290366664529, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.07232290366664529, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31465262174606323 + ], + "opposite_logprob_tokens": [ + -1.314652681350708 + ], + "logprob_reward": -0.31465262174606323, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31465262174606323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07139642536640167, + 0.03921390324831009, + 0.020179426297545433, + 0.058738742023706436, + 0.0346662662923336, + 0.014974655583500862, + 0.6741819977760315, + 0.03382781520485878, + 0.016849566251039505, + 0.035971302539110184 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.31465262174606323 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009807024151086807 + ], + "opposite_logprob_tokens": [ + -4.634807109832764 + ], + "logprob_reward": -0.009807024151086807, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009807024151086807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051814738661050797, + 0.04687902331352234, + 0.02796260081231594, + 0.42862755060195923, + 0.01800910383462906, + 0.008213822729885578, + 0.3233301341533661, + 0.013273590244352818, + 0.02594328112900257, + 0.055946145206689835 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.009807024151086807 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095263313502073 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.004095263313502073, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095263313502073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09587082266807556, + 0.0590551421046257, + 0.03271087631583214, + 0.3453097343444824, + 0.02479023113846779, + 0.015143093653023243, + 0.15721160173416138, + 0.01657882146537304, + 0.03570740297436714, + 0.2176222950220108 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.004095263313502073 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978341419249773 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.00978341419249773, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978341419249773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0700673833489418, + 0.05612701550126076, + 0.016072390601038933, + 0.29244664311408997, + 0.019840260967612267, + 0.03576178476214409, + 0.3580564558506012, + 0.04866749420762062, + 0.027468223124742508, + 0.07549235224723816 + ], + "top_frames": [ + 6, + 3, + 9 + ], + "selected_reward": -0.00978341419249773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232761949300766 + ], + "opposite_logprob_tokens": [ + -3.7732760906219482 + ], + "logprob_reward": -0.0232761949300766, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232761949300766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06346084922552109, + 0.06505762040615082, + 0.031168753281235695, + 0.10247159749269485, + 0.03314069285988808, + 0.03403747081756592, + 0.09058385342359543, + 0.023147212341427803, + 0.03618858382105827, + 0.5207434296607971 + ], + "top_frames": [ + 9, + 3, + 6 + ], + "selected_reward": -0.0232761949300766 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot captures the rear of a lone, classic black-and-white police cruiser as it slowly winds its way through the heart of a deserted city street at night. The vehicle's glossy paint, slick with rain, vividly reflects the silent, rhythmic pulse of red and blue emergency light strips, casting sweeping, ephemeral bursts of color across the wet, black asphalt. The camera then begins a smooth, steady crane motion, pulling upward and backward, gradually widening the frame. As the view rises, the street expands into a complex grid of empty streets, all shimmering in the cold, ambient glow and hazy atmosphere of distant streetlights. The shot culminates in a breathtaking high-angle, extreme wide shot, revealing a vast, desolate metropolis composed of towering, dark skyscrapers whose windows are barely lit, creating a powerful sense of scale and profound emptiness. The lone police cruiser is now a small, almost insignificant vehicle, its flashing lights the sole beacon of activity in the vast, silent cityscape.", + "seed": 11199, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_12/index_5190_seed_11199_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03000369407236576, + "vlm_logprob": -0.03000369407236576, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.03000369407236576, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07190310955047607 + ], + "opposite_logprob_tokens": [ + -2.6969032287597656 + ], + "logprob_reward": -0.07190310955047607, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07190310955047607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20951086282730103, + 0.1695983111858368, + 0.08522719889879227, + 0.09835925698280334, + 0.11990559101104736, + 0.07059980928897858, + 0.04522216320037842, + 0.08461564034223557, + 0.07624839246273041, + 0.04071275144815445 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.07190310955047607 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011099499650299549 + ], + "opposite_logprob_tokens": [ + -4.511099338531494 + ], + "logprob_reward": -0.011099499650299549, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011099499650299549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1616600900888443, + 0.1621190458536148, + 0.09991370141506195, + 0.048623811453580856, + 0.08843005448579788, + 0.16647236049175262, + 0.09449423849582672, + 0.0483873076736927, + 0.049162399023771286, + 0.08073695749044418 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.011099499650299549 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779046289622784 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.009779046289622784, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779046289622784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11331101506948471, + 0.14580267667770386, + 0.11093690991401672, + 0.08207444101572037, + 0.025304583832621574, + 0.15007057785987854, + 0.05514293536543846, + 0.11211694777011871, + 0.06937169283628464, + 0.13586819171905518 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.009779046289622784 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196710661053658 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.014196710661053658, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196710661053658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1358422040939331, + 0.10589906573295593, + 0.06807123869657516, + 0.06268838047981262, + 0.20117291808128357, + 0.10813889652490616, + 0.07344501465559006, + 0.11717074364423752, + 0.05375121906399727, + 0.0738203376531601 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.014196710661053658 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic black-and-white police cruiser viewed from the rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's paint glossy and wet with rain, reflecting red and blue emergency light strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on a deserted city street at night with wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and execute a smooth crane motion pulling upward and backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot reveal a vast, desolate metropolis with towering dark skyscrapers and barely lit windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304010421037674 + ], + "opposite_logprob_tokens": [ + -3.1680400371551514 + ], + "logprob_reward": -0.04304010421037674, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304010421037674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07048188149929047, + 0.0818365141749382, + 0.06290990114212036, + 0.06252027302980423, + 0.08140035718679428, + 0.06223132833838463, + 0.036772698163986206, + 0.09965568035840988, + 0.035305000841617584, + 0.4068863093852997 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.04304010421037674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_13/index_tensor([8216, 8216])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_13/index_tensor([8216, 8216])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7075cb296efb7d4534d555c192bb7f82bf00f0fe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_13/index_tensor([8216, 8216])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up macro shot, taken from directly above, focuses on the inner world of a complex mechanical watch, its open, skeletonized dial revealing its intricate mechanics. A slender, mirror-polished golden seconds hand sweeps across the dial with impeccable, steady, and hypnotic smoothness, its tip tracing the brass and steel forest of mechanisms beneath with unerring precision. As the seconds hand rotates, the escapement beneath it vibrates at a visible rate, setting the interlocking layers of tiny gears in a silent and precise ballet. A soft, single-point studio light shines from the upper left, sculpting flowing, sharp highlights on the chamfered edges and brushed metal surfaces of each gear, while casting subtle, dynamic shadows within the deeper mechanisms. In the picture, the warm tones of gold and brass, the cool tones of fine steel, and the deep red artificial rubies used as bearings embellish it together form a rich and harmonious color painting. The whole scene is filled with a kind of concentration and tranquil atmosphere of awe-inspiring respect for the ultimate craftsmanship, timeless design and mechanical beauty.", + "seed": 1914, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_13/index_8216_seed_1914_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03592964299023151, + "vlm_logprob": -0.03592964299023151, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.03592964299023151, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021755032241344452 + ], + "opposite_logprob_tokens": [ + -3.8967549800872803 + ], + "logprob_reward": -0.021755032241344452, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021755032241344452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09112077951431274, + 0.09646674990653992, + 0.08575700968503952, + 0.10260064154863358, + 0.09613176435232162, + 0.13534896075725555, + 0.1525890827178955, + 0.10704057663679123, + 0.09948307275772095, + 0.033461421728134155 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.021755032241344452 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001953361788764596 + ], + "opposite_logprob_tokens": [ + -6.251953125 + ], + "logprob_reward": -0.001953361788764596, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001953361788764596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08735832571983337, + 0.02791544422507286, + 0.06428224593400955, + 0.017899297177791595, + 0.036047227680683136, + 0.5558760762214661, + 0.1528278887271881, + 0.02406381443142891, + 0.01966693252325058, + 0.014062684960663319 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.001953361788764596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026360709220170975 + ], + "opposite_logprob_tokens": [ + -3.6513607501983643 + ], + "logprob_reward": -0.026360709220170975, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026360709220170975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12001626938581467, + 0.14880681037902832, + 0.05351328104734421, + 0.04997538402676582, + 0.06159060075879097, + 0.0960807055234909, + 0.31036680936813354, + 0.061770498752593994, + 0.05356412008404732, + 0.04431557655334473 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.026360709220170975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709026038646698 + ], + "opposite_logprob_tokens": [ + -2.1270902156829834 + ], + "logprob_reward": -0.12709026038646698, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12709026038646698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08917736262083054, + 0.06876511871814728, + 0.05544879660010338, + 0.04753950610756874, + 0.07358717173337936, + 0.40429219603538513, + 0.15488919615745544, + 0.05019432678818703, + 0.03002445586025715, + 0.026081841439008713 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.12709026038646698 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024888513144105673 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.0024888513144105673, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024888513144105673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1886998862028122, + 0.03482538461685181, + 0.032268598675727844, + 0.04029170796275139, + 0.040585942566394806, + 0.2570609152317047, + 0.2545691430568695, + 0.056260570883750916, + 0.021515555679798126, + 0.07392223924398422 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.0024888513144105673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up macro shot, taken from directly above, focuses on the inner world of a complex mechanical watch, its open, skeletonized dial revealing its intricate mechanics. A slender, mirror-polished golden seconds hand sweeps across the dial with impeccable, steady, and hypnotic smoothness, its tip tracing the brass and steel forest of mechanisms beneath with unerring precision. As the seconds hand rotates, the escapement beneath it vibrates at a visible rate, setting the interlocking layers of tiny gears in a silent and precise ballet. A soft, single-point studio light shines from the upper left, sculpting flowing, sharp highlights on the chamfered edges and brushed metal surfaces of each gear, while casting subtle, dynamic shadows within the deeper mechanisms. In the picture, the warm tones of gold and brass, the cool tones of fine steel, and the deep red artificial rubies used as bearings embellish it together form a rich and harmonious color painting. The whole scene is filled with a kind of concentration and tranquil atmosphere of awe-inspiring respect for the ultimate craftsmanship, timeless design and mechanical beauty.", + "seed": 1915, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_13/index_8216_seed_1915_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03416343880817294, + "vlm_logprob": -0.03416343880817294, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.03416343880817294, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023068396374583244 + ], + "opposite_logprob_tokens": [ + -3.898068428039551 + ], + "logprob_reward": -0.023068396374583244, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023068396374583244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1814243644475937, + 0.06864505261182785, + 0.0915335863828659, + 0.1286192536354065, + 0.1356145143508911, + 0.03949316591024399, + 0.050878334790468216, + 0.1380806714296341, + 0.11914616823196411, + 0.04656486585736275 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.023068396374583244 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025052609853446484 + ], + "opposite_logprob_tokens": [ + -6.002505302429199 + ], + "logprob_reward": -0.0025052609853446484, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025052609853446484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2678724229335785, + 0.05965223163366318, + 0.02722330577671528, + 0.058429617434740067, + 0.060152336955070496, + 0.05412653461098671, + 0.03608239069581032, + 0.3466174006462097, + 0.06373852491378784, + 0.026105307042598724 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.0025052609853446484 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982354536652565 + ], + "opposite_logprob_tokens": [ + -3.5298235416412354 + ], + "logprob_reward": -0.02982354536652565, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982354536652565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09645575284957886, + 0.04366103187203407, + 0.05232437700033188, + 0.052207525819540024, + 0.06378313899040222, + 0.04561387747526169, + 0.04666775465011597, + 0.5303955078125, + 0.04480963200330734, + 0.02408136986196041 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.02982354536652565 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907228708267212 + ], + "opposite_logprob_tokens": [ + -2.4640722274780273 + ], + "logprob_reward": -0.08907228708267212, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907228708267212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05432380735874176, + 0.07164990901947021, + 0.02789132110774517, + 0.043642040342092514, + 0.4350665807723999, + 0.06595302373170853, + 0.026017002761363983, + 0.22366665303707123, + 0.02707994170486927, + 0.02470964752137661 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.08907228708267212 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347704231739044 + ], + "opposite_logprob_tokens": [ + -3.6513476371765137 + ], + "logprob_reward": -0.026347704231739044, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347704231739044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10934580117464066, + 0.026706349104642868, + 0.009007158689200878, + 0.04560479521751404, + 0.03708915784955025, + 0.005788663402199745, + 0.017433710396289825, + 0.6883173584938049, + 0.05391707643866539, + 0.0067899757996201515 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.026347704231739044 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up macro shot, taken from directly above, focuses on the inner world of a complex mechanical watch, its open, skeletonized dial revealing its intricate mechanics. A slender, mirror-polished golden seconds hand sweeps across the dial with impeccable, steady, and hypnotic smoothness, its tip tracing the brass and steel forest of mechanisms beneath with unerring precision. As the seconds hand rotates, the escapement beneath it vibrates at a visible rate, setting the interlocking layers of tiny gears in a silent and precise ballet. A soft, single-point studio light shines from the upper left, sculpting flowing, sharp highlights on the chamfered edges and brushed metal surfaces of each gear, while casting subtle, dynamic shadows within the deeper mechanisms. In the picture, the warm tones of gold and brass, the cool tones of fine steel, and the deep red artificial rubies used as bearings embellish it together form a rich and harmonious color painting. The whole scene is filled with a kind of concentration and tranquil atmosphere of awe-inspiring respect for the ultimate craftsmanship, timeless design and mechanical beauty.", + "seed": 1916, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_13/index_8216_seed_1916_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05648343795910478, + "vlm_logprob": -0.05648343795910478, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.05648343795910478, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019676612690091133 + ], + "opposite_logprob_tokens": [ + -4.144676685333252 + ], + "logprob_reward": -0.019676612690091133, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.019676612690091133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.214045450091362, + 0.10287534445524216, + 0.0567375086247921, + 0.09275805205106735, + 0.05286238342523575, + 0.02869216725230217, + 0.09129617363214493, + 0.04856591671705246, + 0.28470003604888916, + 0.02746696025133133 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.019676612690091133 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00283577898517251 + ], + "opposite_logprob_tokens": [ + -5.877835750579834 + ], + "logprob_reward": -0.00283577898517251, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00283577898517251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18610195815563202, + 0.060956183820962906, + 0.11974088102579117, + 0.11157563328742981, + 0.05727464333176613, + 0.0507073849439621, + 0.1387365609407425, + 0.13560479879379272, + 0.05168238654732704, + 0.0876195877790451 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.00283577898517251 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498724430799484 + ], + "opposite_logprob_tokens": [ + -2.9299871921539307 + ], + "logprob_reward": -0.05498724430799484, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498724430799484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13249841332435608, + 0.11385037004947662, + 0.11087583005428314, + 0.07458074390888214, + 0.06812047213315964, + 0.07499022781848907, + 0.10451378673315048, + 0.10339157283306122, + 0.10284984856843948, + 0.11432868987321854 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.05498724430799484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14286400377750397 + ], + "opposite_logprob_tokens": [ + -2.0178639888763428 + ], + "logprob_reward": -0.14286400377750397, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14286400377750397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14824345707893372, + 0.2191406786441803, + 0.05203310027718544, + 0.08769063651561737, + 0.07456355541944504, + 0.06203402206301689, + 0.09724779427051544, + 0.03889308497309685, + 0.15743866562843323, + 0.06271500885486603 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.14286400377750397 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205355003476143 + ], + "opposite_logprob_tokens": [ + -2.8120534420013428 + ], + "logprob_reward": -0.06205355003476143, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205355003476143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1378501057624817, + 0.06495420634746552, + 0.10661610215902328, + 0.07433424144983292, + 0.10350266098976135, + 0.08997134119272232, + 0.05587638542056084, + 0.14216351509094238, + 0.07837249338626862, + 0.1463588923215866 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.06205355003476143 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up macro shot, taken from directly above, focuses on the inner world of a complex mechanical watch, its open, skeletonized dial revealing its intricate mechanics. A slender, mirror-polished golden seconds hand sweeps across the dial with impeccable, steady, and hypnotic smoothness, its tip tracing the brass and steel forest of mechanisms beneath with unerring precision. As the seconds hand rotates, the escapement beneath it vibrates at a visible rate, setting the interlocking layers of tiny gears in a silent and precise ballet. A soft, single-point studio light shines from the upper left, sculpting flowing, sharp highlights on the chamfered edges and brushed metal surfaces of each gear, while casting subtle, dynamic shadows within the deeper mechanisms. In the picture, the warm tones of gold and brass, the cool tones of fine steel, and the deep red artificial rubies used as bearings embellish it together form a rich and harmonious color painting. The whole scene is filled with a kind of concentration and tranquil atmosphere of awe-inspiring respect for the ultimate craftsmanship, timeless design and mechanical beauty.", + "seed": 1917, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_13/index_8216_seed_1917_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04455366383772343, + "vlm_logprob": -0.04455366383772343, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.04455366383772343, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0105781564489007 + ], + "opposite_logprob_tokens": [ + -4.760578155517578 + ], + "logprob_reward": -0.0105781564489007, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.0105781564489007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15685729682445526, + 0.09603150188922882, + 0.4200723171234131, + 0.04200775921344757, + 0.040297117084264755, + 0.04451458156108856, + 0.032629020512104034, + 0.07221224159002304, + 0.0444469228386879, + 0.05093127116560936 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0105781564489007 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013494918821379542 + ], + "opposite_logprob_tokens": [ + -6.626349449157715 + ], + "logprob_reward": -0.0013494918821379542, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013494918821379542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17723512649536133, + 0.16863982379436493, + 0.33711114525794983, + 0.04089830070734024, + 0.02635928802192211, + 0.028276676312088966, + 0.08783828467130661, + 0.021509969606995583, + 0.048839692026376724, + 0.06329163908958435 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0013494918821379542 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023298904299736023 + ], + "opposite_logprob_tokens": [ + -3.773298978805542 + ], + "logprob_reward": -0.023298904299736023, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023298904299736023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11087319999933243, + 0.1984172910451889, + 0.21445253491401672, + 0.05277115851640701, + 0.058624785393476486, + 0.038692448288202286, + 0.0666162297129631, + 0.08258616179227829, + 0.12861432135105133, + 0.04835188761353493 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.023298904299736023 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991435527801514 + ], + "opposite_logprob_tokens": [ + -1.8049143552780151 + ], + "logprob_reward": -0.17991435527801514, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991435527801514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07604046911001205, + 0.12557701766490936, + 0.2085580676794052, + 0.04992973431944847, + 0.0543195940554142, + 0.17747944593429565, + 0.036770958453416824, + 0.030077511444687843, + 0.15776878595352173, + 0.0834783986210823 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.17991435527801514 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view taken from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial open and skeletonized to reveal intricate internal mechanics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, mirror-polished golden seconds hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, single-point studio light shining from the upper left creating sharp highlights and dynamic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible deep red artificial rubies used as bearings within the gear mechanisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627411279827356 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.007627411279827356, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627411279827356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1420051008462906, + 0.13791711628437042, + 0.3765304684638977, + 0.016333414241671562, + 0.017508069053292274, + 0.03287056088447571, + 0.032773781567811966, + 0.033189110457897186, + 0.17297391593456268, + 0.03789849579334259 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.007627411279827356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_14/index_tensor([7602, 7602])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_14/index_tensor([7602, 7602])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..853bcac687992de39321f43a5245b07b26d6d91b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_14/index_tensor([7602, 7602])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme macro close-up, captured from a slightly elevated angle and slowly panning forward, focuses on an ant exploring a large, vibrant green leaf. The ant's glossy, dark brown exoskeleton reflects delicately in the soft morning light, its segmented body supported by slender, powerful legs. Its two slender, jointed antennae are the dynamic focal point of the image, quivering and swaying, tapping and sweeping across the leaf with a curious air, as if meticulously interpreting the scents and textures of its surroundings. The leaf itself resembles a miniature landscape, its intricate network of veins forming ridges and valleys, and a few glistening dewdrops clinging to its surface like tiny gems, catching and refracting the light. Soft, diffuse sunlight penetrates the leaf's translucent structure, bathing the scene in a tranquil, almost ethereal green aura, dominated by vibrant emerald greens and earthy browns. The ant moves cautiously along the \"highway\" formed by the leaf veins at a steady and leisurely pace. Its every movement is full of purpose, creating an atmosphere of focus, tranquility and the miracle of life.", + "seed": 6621, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_14/index_7602_seed_6621_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03956931959837675, + "vlm_logprob": -0.03956931959837675, + "vlm_yes_no_margin": 3.924999952316284, + "vlm_token_credit": -0.03956931959837675, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022170981392264366 + ], + "opposite_logprob_tokens": [ + -6.8772172927856445 + ], + "logprob_reward": -0.0022170981392264366, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0022170981392264366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12728025019168854, + 0.0807177871465683, + 0.12476501613855362, + 0.029750563204288483, + 0.10942887514829636, + 0.03756605461239815, + 0.12918882071971893, + 0.27950695157051086, + 0.03157222643494606, + 0.05022342503070831 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0022170981392264366 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820392720401287 + ], + "opposite_logprob_tokens": [ + -4.0182037353515625 + ], + "logprob_reward": -0.01820392720401287, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820392720401287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3317740857601166, + 0.05632441118359566, + 0.2882961332798004, + 0.02109108678996563, + 0.056412473320961, + 0.07967472821474075, + 0.07213561236858368, + 0.04695776104927063, + 0.01624428480863571, + 0.031089449301362038 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.01820392720401287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026355715468525887 + ], + "opposite_logprob_tokens": [ + -3.651355743408203 + ], + "logprob_reward": -0.026355715468525887, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026355715468525887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32454913854599, + 0.1271350234746933, + 0.06713207811117172, + 0.07248702645301819, + 0.05312948301434517, + 0.024317899718880653, + 0.1844584047794342, + 0.025736654177308083, + 0.026651956140995026, + 0.09440237283706665 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.026355715468525887 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903008699417114 + ], + "opposite_logprob_tokens": [ + -2.4640300273895264 + ], + "logprob_reward": -0.08903008699417114, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903008699417114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5229315161705017, + 0.02420344576239586, + 0.02223820425570011, + 0.02698054350912571, + 0.028625136241316795, + 0.03504566103219986, + 0.0467885322868824, + 0.2319178283214569, + 0.03693992644548416, + 0.02432919479906559 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.08903008699417114 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203977018594742 + ], + "opposite_logprob_tokens": [ + -2.812039852142334 + ], + "logprob_reward": -0.06203977018594742, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203977018594742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31090009212493896, + 0.05169987678527832, + 0.296703040599823, + 0.04487364739179611, + 0.035021375864744186, + 0.01762351207435131, + 0.124630406498909, + 0.07289974391460419, + 0.022710785269737244, + 0.02293749526143074 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.06203977018594742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro close-up, captured from a slightly elevated angle and slowly panning forward, focuses on an ant exploring a large, vibrant green leaf. The ant's glossy, dark brown exoskeleton reflects delicately in the soft morning light, its segmented body supported by slender, powerful legs. Its two slender, jointed antennae are the dynamic focal point of the image, quivering and swaying, tapping and sweeping across the leaf with a curious air, as if meticulously interpreting the scents and textures of its surroundings. The leaf itself resembles a miniature landscape, its intricate network of veins forming ridges and valleys, and a few glistening dewdrops clinging to its surface like tiny gems, catching and refracting the light. Soft, diffuse sunlight penetrates the leaf's translucent structure, bathing the scene in a tranquil, almost ethereal green aura, dominated by vibrant emerald greens and earthy browns. The ant moves cautiously along the \"highway\" formed by the leaf veins at a steady and leisurely pace. Its every movement is full of purpose, creating an atmosphere of focus, tranquility and the miracle of life.", + "seed": 6622, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_14/index_7602_seed_6622_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04705480514094233, + "vlm_logprob": -0.04705480514094233, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.04705480514094233, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0043928553350269794 + ], + "opposite_logprob_tokens": [ + -6.129392623901367 + ], + "logprob_reward": -0.0043928553350269794, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0043928553350269794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34720295667648315, + 0.05389571934938431, + 0.05150505155324936, + 0.029283706098794937, + 0.022977765649557114, + 0.2263873964548111, + 0.058255262672901154, + 0.04953267425298691, + 0.09604459255933762, + 0.06491491198539734 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.0043928553350269794 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014215514995157719 + ], + "opposite_logprob_tokens": [ + -4.264215469360352 + ], + "logprob_reward": -0.014215514995157719, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014215514995157719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37808504700660706, + 0.16471530497074127, + 0.10536815971136093, + 0.019129905849695206, + 0.025747807696461678, + 0.057960737496614456, + 0.04246475547552109, + 0.03217316046357155, + 0.07372479885816574, + 0.10063039511442184 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014215514995157719 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048662953078746796 + ], + "opposite_logprob_tokens": [ + -3.0486629009246826 + ], + "logprob_reward": -0.048662953078746796, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048662953078746796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10525999963283539, + 0.04476802423596382, + 0.07905300706624985, + 0.020257798954844475, + 0.03602062910795212, + 0.3686508536338806, + 0.19016459584236145, + 0.009844409301877022, + 0.09747374802827835, + 0.0485069714486599 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.048662953078746796 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897545397281647 + ], + "opposite_logprob_tokens": [ + -2.5789754390716553 + ], + "logprob_reward": -0.07897545397281647, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897545397281647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22174587845802307, + 0.03587009757757187, + 0.07463448494672775, + 0.018996775150299072, + 0.030665526166558266, + 0.195572167634964, + 0.06034795939922333, + 0.061831966042518616, + 0.20775838196277618, + 0.09257679432630539 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.07897545397281647 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902724832296371 + ], + "opposite_logprob_tokens": [ + -2.464027166366577 + ], + "logprob_reward": -0.08902724832296371, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902724832296371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10605531930923462, + 0.09377026557922363, + 0.12328021973371506, + 0.0371575690805912, + 0.023890458047389984, + 0.27928540110588074, + 0.04480787739157677, + 0.11068913340568542, + 0.11375512927770615, + 0.06730865687131882 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.08902724832296371 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro close-up, captured from a slightly elevated angle and slowly panning forward, focuses on an ant exploring a large, vibrant green leaf. The ant's glossy, dark brown exoskeleton reflects delicately in the soft morning light, its segmented body supported by slender, powerful legs. Its two slender, jointed antennae are the dynamic focal point of the image, quivering and swaying, tapping and sweeping across the leaf with a curious air, as if meticulously interpreting the scents and textures of its surroundings. The leaf itself resembles a miniature landscape, its intricate network of veins forming ridges and valleys, and a few glistening dewdrops clinging to its surface like tiny gems, catching and refracting the light. Soft, diffuse sunlight penetrates the leaf's translucent structure, bathing the scene in a tranquil, almost ethereal green aura, dominated by vibrant emerald greens and earthy browns. The ant moves cautiously along the \"highway\" formed by the leaf veins at a steady and leisurely pace. Its every movement is full of purpose, creating an atmosphere of focus, tranquility and the miracle of life.", + "seed": 6623, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_14/index_7602_seed_6623_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.034215763304382564, + "vlm_logprob": -0.034215763304382564, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.034215763304382564, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0047572762705385685 + ], + "opposite_logprob_tokens": [ + -5.879757404327393 + ], + "logprob_reward": -0.0047572762705385685, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0047572762705385685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11496594548225403, + 0.2253870666027069, + 0.03485431522130966, + 0.055940259248018265, + 0.11738927662372589, + 0.3019599914550781, + 0.050546739250421524, + 0.011680570431053638, + 0.051076196134090424, + 0.03619961068034172 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.0047572762705385685 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009796871803700924 + ], + "opposite_logprob_tokens": [ + -4.634797096252441 + ], + "logprob_reward": -0.009796871803700924, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009796871803700924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09157714247703552, + 0.16727809607982635, + 0.032539915293455124, + 0.10699446499347687, + 0.36253413558006287, + 0.04359184950590134, + 0.0596398264169693, + 0.05663762241601944, + 0.037199828773736954, + 0.04200706630945206 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.009796871803700924 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0125464191660285 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.0125464191660285, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0125464191660285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12551897764205933, + 0.043464068323373795, + 0.04377886280417442, + 0.10524009168148041, + 0.4694165289402008, + 0.0799160823225975, + 0.030357209965586662, + 0.021110329777002335, + 0.03982952609658241, + 0.04136838763952255 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.0125464191660285 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903106302022934 + ], + "opposite_logprob_tokens": [ + -2.4640309810638428 + ], + "logprob_reward": -0.08903106302022934, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903106302022934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11684631556272507, + 0.2823867201805115, + 0.04685855284333229, + 0.11043298989534378, + 0.06964413821697235, + 0.23442192375659943, + 0.021587926894426346, + 0.027772268280386925, + 0.025444885715842247, + 0.0646042451262474 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.08903106302022934 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494718626141548 + ], + "opposite_logprob_tokens": [ + -2.9299471378326416 + ], + "logprob_reward": -0.05494718626141548, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494718626141548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07333622127771378, + 0.18027980625629425, + 0.04057079181075096, + 0.10908401757478714, + 0.1252366602420807, + 0.23137283325195312, + 0.06493417173624039, + 0.05750630050897598, + 0.046180274337530136, + 0.07149898260831833 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.05494718626141548 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro close-up, captured from a slightly elevated angle and slowly panning forward, focuses on an ant exploring a large, vibrant green leaf. The ant's glossy, dark brown exoskeleton reflects delicately in the soft morning light, its segmented body supported by slender, powerful legs. Its two slender, jointed antennae are the dynamic focal point of the image, quivering and swaying, tapping and sweeping across the leaf with a curious air, as if meticulously interpreting the scents and textures of its surroundings. The leaf itself resembles a miniature landscape, its intricate network of veins forming ridges and valleys, and a few glistening dewdrops clinging to its surface like tiny gems, catching and refracting the light. Soft, diffuse sunlight penetrates the leaf's translucent structure, bathing the scene in a tranquil, almost ethereal green aura, dominated by vibrant emerald greens and earthy browns. The ant moves cautiously along the \"highway\" formed by the leaf veins at a steady and leisurely pace. Its every movement is full of purpose, creating an atmosphere of focus, tranquility and the miracle of life.", + "seed": 6624, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_14/index_7602_seed_6624_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05976151265203953, + "vlm_logprob": -0.05976151265203953, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.05976151265203953, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032974891364574432 + ], + "opposite_logprob_tokens": [ + -7.128297328948975 + ], + "logprob_reward": -0.0032974891364574432, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0032974891364574432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6834511160850525, + 0.015856774523854256, + 0.024158235639333725, + 0.025072911754250526, + 0.01669762283563614, + 0.01551083754748106, + 0.14535441994667053, + 0.04767327010631561, + 0.01312199980020523, + 0.013102743774652481 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0032974891364574432 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982412464916706 + ], + "opposite_logprob_tokens": [ + -3.5298240184783936 + ], + "logprob_reward": -0.02982412464916706, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982412464916706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.644568920135498, + 0.057963915169239044, + 0.04413082078099251, + 0.0208260677754879, + 0.05724010616540909, + 0.01998092792928219, + 0.09800208359956741, + 0.03633562847971916, + 0.006969495676457882, + 0.013982073403894901 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.02982412464916706 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636094018816948 + ], + "opposite_logprob_tokens": [ + -3.6513609886169434 + ], + "logprob_reward": -0.02636094018816948, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636094018816948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4619871973991394, + 0.10747833549976349, + 0.17837586998939514, + 0.00834968313574791, + 0.017785966396331787, + 0.009710279293358326, + 0.13846589624881744, + 0.05791860818862915, + 0.0054270257242023945, + 0.014501232653856277 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.02636094018816948 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035307943820953 + ], + "opposite_logprob_tokens": [ + -1.9103530645370483 + ], + "logprob_reward": -0.16035307943820953, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035307943820953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6609278917312622, + 0.05147889256477356, + 0.012157121673226357, + 0.02282644808292389, + 0.012922337278723717, + 0.016519861295819283, + 0.12347085028886795, + 0.0820935070514679, + 0.010751147754490376, + 0.006851987913250923 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.16035307943820953 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of an ant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ant's exoskeleton glossy and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ant moving cautiously along the leaf veins at a steady pace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897192984819412 + ], + "opposite_logprob_tokens": [ + -2.5789718627929688 + ], + "logprob_reward": -0.07897192984819412, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897192984819412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5360799431800842, + 0.037959806621074677, + 0.033632516860961914, + 0.028584767132997513, + 0.012849952094256878, + 0.02290835790336132, + 0.2499668151140213, + 0.03967619687318802, + 0.020438019186258316, + 0.0179036483168602 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.07897192984819412 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_15/index_tensor([4225, 4225])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_15/index_tensor([4225, 4225])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f95e64415b9bf8e4b4191f4782e667c495ba1a23 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_15/index_tensor([4225, 4225])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot, shot from a low angle, gently tilts upward and pans to the right, tracking a creature soaring through the sky. A large, bright full moon dominates the background, its cratered silver surface rendered in razor-sharp detail. A massive, ancient dragon circles before it with a deliberate grace and deliberate slowness. Its obsidian-smooth scales trace a graceful arc, its massive, leathery wings flapping with a powerful yet deliberate rhythm, each downward stroke silently and powerfully displacing the air. The full moon's cool, bright light serves as a powerful backlight, casting a sharp silver rimlight across the dragon's silhouette. The light sweeps across its body, causing its black scales to shimmer with an iridescent luster as it moves, like flowing metal. Wisps of wispy clouds drift lazily across the deep, velvety night sky, further emphasizing the dragon's immense size and height. The entire scene is filled with profound ancient majesty and quiet transcendental power, creating a breathtaking, mythical atmosphere.", + "seed": 7753, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_15/index_4225_seed_7753_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.029573445301502944, + "vlm_logprob": -0.029573445301502944, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.029573445301502944, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012410440482199192 + ], + "opposite_logprob_tokens": [ + -4.512410640716553 + ], + "logprob_reward": -0.012410440482199192, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012410440482199192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056785885244607925, + 0.03398767113685608, + 0.04241664707660675, + 0.022843973711133003, + 0.11871271580457687, + 0.021485472097992897, + 0.566058874130249, + 0.02996579185128212, + 0.0472225695848465, + 0.06052034720778465 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.012410440482199192 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293767392635345 + ], + "opposite_logprob_tokens": [ + -2.2379376888275146 + ], + "logprob_reward": -0.11293767392635345, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293767392635345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2020166516304016, + 0.06995823979377747, + 0.07677661627531052, + 0.030300112441182137, + 0.2232690155506134, + 0.025702983140945435, + 0.23051777482032776, + 0.049787089228630066, + 0.028912128880620003, + 0.06275936961174011 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.11293767392635345 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040998938493430614 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.0040998938493430614, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040998938493430614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07115744054317474, + 0.038109198212623596, + 0.3599025309085846, + 0.017277467995882034, + 0.029993630945682526, + 0.022691262885928154, + 0.364226371049881, + 0.07575961947441101, + 0.008689298294484615, + 0.01219321321696043 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.0040998938493430614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643240667879581 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643240667879581, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643240667879581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09869462251663208, + 0.0682690367102623, + 0.0696248933672905, + 0.03427557274699211, + 0.15373429656028748, + 0.09481748193502426, + 0.2811311185359955, + 0.08560766279697418, + 0.03901812806725502, + 0.07482714205980301 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.008643240667879581 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775977581739426 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009775977581739426, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775977581739426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07562366127967834, + 0.04158763587474823, + 0.13010726869106293, + 0.02848592773079872, + 0.3070371448993683, + 0.03982507437467575, + 0.10325782746076584, + 0.1056775227189064, + 0.04308713972568512, + 0.12531080842018127 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.009775977581739426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot from a low angle, gently tilts upward and pans to the right, tracking a creature soaring through the sky. A large, bright full moon dominates the background, its cratered silver surface rendered in razor-sharp detail. A massive, ancient dragon circles before it with a deliberate grace and deliberate slowness. Its obsidian-smooth scales trace a graceful arc, its massive, leathery wings flapping with a powerful yet deliberate rhythm, each downward stroke silently and powerfully displacing the air. The full moon's cool, bright light serves as a powerful backlight, casting a sharp silver rimlight across the dragon's silhouette. The light sweeps across its body, causing its black scales to shimmer with an iridescent luster as it moves, like flowing metal. Wisps of wispy clouds drift lazily across the deep, velvety night sky, further emphasizing the dragon's immense size and height. The entire scene is filled with profound ancient majesty and quiet transcendental power, creating a breathtaking, mythical atmosphere.", + "seed": 7754, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_15/index_4225_seed_7754_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04236197810387239, + "vlm_logprob": -0.04236197810387239, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.04236197810387239, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024467403069138527 + ], + "opposite_logprob_tokens": [ + -3.7744674682617188 + ], + "logprob_reward": -0.024467403069138527, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024467403069138527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05794680863618851, + 0.05158645287156105, + 0.12539717555046082, + 0.08518489450216293, + 0.03711394965648651, + 0.08154352754354477, + 0.1796252280473709, + 0.08976446837186813, + 0.2746352255344391, + 0.017202338203787804 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.024467403069138527 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428237110376358 + ], + "opposite_logprob_tokens": [ + -2.0178236961364746 + ], + "logprob_reward": -0.1428237110376358, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428237110376358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0713844895362854, + 0.05178499221801758, + 0.07360750436782837, + 0.17217384278774261, + 0.10351811349391937, + 0.0630597248673439, + 0.04044879972934723, + 0.08391688019037247, + 0.30429890751838684, + 0.03580670803785324 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.1428237110376358 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000501030299346894 + ], + "opposite_logprob_tokens": [ + -7.6255011558532715 + ], + "logprob_reward": -0.000501030299346894, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.000501030299346894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13657979667186737, + 0.07086949050426483, + 0.08579156547784805, + 0.07952481508255005, + 0.17050069570541382, + 0.028988735750317574, + 0.052736587822437286, + 0.06168590858578682, + 0.2423987090587616, + 0.07092367857694626 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.000501030299346894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298262070864439 + ], + "opposite_logprob_tokens": [ + -3.5298261642456055 + ], + "logprob_reward": -0.0298262070864439, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298262070864439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11113493144512177, + 0.18452776968479156, + 0.04548211395740509, + 0.04773677885532379, + 0.1285831779241562, + 0.10199656337499619, + 0.10574758797883987, + 0.05459720641374588, + 0.20666447281837463, + 0.013529346324503422 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.0298262070864439 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191539026796818 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.014191539026796818, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191539026796818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1823316067457199, + 0.050802670419216156, + 0.0405397042632103, + 0.25270336866378784, + 0.06406180560588837, + 0.061114463955163956, + 0.05263548344373703, + 0.09196045249700546, + 0.17695151269435883, + 0.026898926123976707 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.014191539026796818 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot from a low angle, gently tilts upward and pans to the right, tracking a creature soaring through the sky. A large, bright full moon dominates the background, its cratered silver surface rendered in razor-sharp detail. A massive, ancient dragon circles before it with a deliberate grace and deliberate slowness. Its obsidian-smooth scales trace a graceful arc, its massive, leathery wings flapping with a powerful yet deliberate rhythm, each downward stroke silently and powerfully displacing the air. The full moon's cool, bright light serves as a powerful backlight, casting a sharp silver rimlight across the dragon's silhouette. The light sweeps across its body, causing its black scales to shimmer with an iridescent luster as it moves, like flowing metal. Wisps of wispy clouds drift lazily across the deep, velvety night sky, further emphasizing the dragon's immense size and height. The entire scene is filled with profound ancient majesty and quiet transcendental power, creating a breathtaking, mythical atmosphere.", + "seed": 7755, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_15/index_4225_seed_7755_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03593720505014062, + "vlm_logprob": -0.03593720505014062, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.03593720505014062, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044216569513082504 + ], + "opposite_logprob_tokens": [ + -3.1692166328430176 + ], + "logprob_reward": -0.044216569513082504, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.044216569513082504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10354184359312057, + 0.0643463209271431, + 0.14002209901809692, + 0.027832649648189545, + 0.025749536231160164, + 0.036508746445178986, + 0.0944865271449089, + 0.21363382041454315, + 0.26145339012145996, + 0.03242512792348862 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.044216569513082504 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294683068990707 + ], + "opposite_logprob_tokens": [ + -2.2379467487335205 + ], + "logprob_reward": -0.11294683068990707, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294683068990707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21371135115623474, + 0.09441165626049042, + 0.09552673995494843, + 0.026254944503307343, + 0.033710870891809464, + 0.03520709648728371, + 0.15466001629829407, + 0.22284835577011108, + 0.07304464280605316, + 0.050624337047338486 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.11294683068990707 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005004345439374447 + ], + "opposite_logprob_tokens": [ + -7.625500202178955 + ], + "logprob_reward": -0.0005004345439374447, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0005004345439374447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2157059609889984, + 0.07760874181985855, + 0.09697342664003372, + 0.03709039464592934, + 0.019935401156544685, + 0.023337392136454582, + 0.0626516044139862, + 0.3219299912452698, + 0.09333913028240204, + 0.0514279305934906 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.0005004345439374447 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607704907655716 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.01607704907655716, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607704907655716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053683407604694366, + 0.028913917019963264, + 0.07511201500892639, + 0.01887558586895466, + 0.02609233744442463, + 0.029180021956562996, + 0.09289103746414185, + 0.43566298484802246, + 0.09849725663661957, + 0.14109140634536743 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.01607704907655716 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005945141427218914 + ], + "opposite_logprob_tokens": [ + -5.130945205688477 + ], + "logprob_reward": -0.005945141427218914, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005945141427218914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06052202731370926, + 0.03193899244070053, + 0.03324214741587639, + 0.016887139528989792, + 0.017687905579805374, + 0.019336296245455742, + 0.05224303528666496, + 0.6208422183990479, + 0.05300955846905708, + 0.09429071843624115 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.005945141427218914 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot from a low angle, gently tilts upward and pans to the right, tracking a creature soaring through the sky. A large, bright full moon dominates the background, its cratered silver surface rendered in razor-sharp detail. A massive, ancient dragon circles before it with a deliberate grace and deliberate slowness. Its obsidian-smooth scales trace a graceful arc, its massive, leathery wings flapping with a powerful yet deliberate rhythm, each downward stroke silently and powerfully displacing the air. The full moon's cool, bright light serves as a powerful backlight, casting a sharp silver rimlight across the dragon's silhouette. The light sweeps across its body, causing its black scales to shimmer with an iridescent luster as it moves, like flowing metal. Wisps of wispy clouds drift lazily across the deep, velvety night sky, further emphasizing the dragon's immense size and height. The entire scene is filled with profound ancient majesty and quiet transcendental power, creating a breathtaking, mythical atmosphere.", + "seed": 7756, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_15/index_4225_seed_7756_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06150791487889364, + "vlm_logprob": -0.06150791487889364, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.06150791487889364, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07995899766683578 + ], + "opposite_logprob_tokens": [ + -2.579958915710449 + ], + "logprob_reward": -0.07995899766683578, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07995899766683578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0191340334713459, + 0.055436473339796066, + 0.015897447243332863, + 0.019509106874465942, + 0.07929547131061554, + 0.021275615319609642, + 0.026111066341400146, + 0.12441965192556381, + 0.059311266988515854, + 0.5796098709106445 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.07995899766683578 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706537544727325 + ], + "opposite_logprob_tokens": [ + -2.127065420150757 + ], + "logprob_reward": -0.12706537544727325, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706537544727325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04635925963521004, + 0.06782954186201096, + 0.023529699072241783, + 0.1676841378211975, + 0.03783879429101944, + 0.11962871998548508, + 0.0901867151260376, + 0.08569587767124176, + 0.07537274062633514, + 0.285874605178833 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.12706537544727325 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009259465732611716 + ], + "opposite_logprob_tokens": [ + -7.0009260177612305 + ], + "logprob_reward": -0.0009259465732611716, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009259465732611716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03910499066114426, + 0.059009406715631485, + 0.021460920572280884, + 0.05150425806641579, + 0.14139024913311005, + 0.06454996764659882, + 0.035969968885183334, + 0.08244886994361877, + 0.07174735516309738, + 0.4328140318393707 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.0009259465732611716 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901301980018616 + ], + "opposite_logprob_tokens": [ + -2.5790131092071533 + ], + "logprob_reward": -0.07901301980018616, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901301980018616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05854227766394615, + 0.07470327615737915, + 0.016612684354186058, + 0.08403746783733368, + 0.09607435017824173, + 0.08277568966150284, + 0.06331770867109299, + 0.08163005113601685, + 0.1426599621772766, + 0.2996464967727661 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.07901301980018616 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a massive dragon soaring in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a low angle, gently tilting upward and panning to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large, bright full moon with a cratered silver surface visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon have obsidian-smooth scales and massive leathery wings flapping with a deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp silver rimlight on the dragon's silhouette caused by the full moon's backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057623490691185 + ], + "opposite_logprob_tokens": [ + -3.895576238632202 + ], + "logprob_reward": -0.02057623490691185, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057623490691185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04842512682080269, + 0.07118620723485947, + 0.032994527369737625, + 0.05141261965036392, + 0.1219732016324997, + 0.06087539717555046, + 0.07333403080701828, + 0.10732483118772507, + 0.2828717529773712, + 0.1496022641658783 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.02057623490691185 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_2/index_tensor([7917, 7917])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_2/index_tensor([7917, 7917])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8f5b4e81c057df6860df261434796c1a33423dd4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_2/index_tensor([7917, 7917])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up shot from a low angle, slowly and relentlessly zooming in, intensifies the focus on a grieving young woman. Her brown hair is pulled back in a simple ponytail, with loose strands catching the sunlight like thin golden threads. She wears thin wire-rimmed glasses and a crisp light blue cotton dress shirt. The entire frame is dominated by the raw physicality of a violent cough that convulses her body; her shoulders arch violently, and her head jerk forward with each spasmodic, uncontrollable thump. Her eyes, already watery with underlying sorrow, squeeze tightly in agony, and her face flushes. The scene is bathed in a warm, ethereal golden hour light, creating a soft halo around her body against the blurred backdrop of an outdoor night. The stark contrast between the serene, beautiful light and her inner anguish creates an intense, poignant, and intimate atmosphere of vulnerability and pain.", + "seed": 11920, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_2/index_7917_seed_11920_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3071567129343748, + "vlm_logprob": -0.3071567129343748, + "vlm_yes_no_margin": 1.875, + "vlm_token_credit": -0.3071567129343748, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2331591695547104 + ], + "opposite_logprob_tokens": [ + -1.6081591844558716 + ], + "logprob_reward": -0.2331591695547104, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2331591695547104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2467130422592163, + 0.08794151246547699, + 0.044818632304668427, + 0.14546185731887817, + 0.04554026946425438, + 0.04388676583766937, + 0.2613410949707031, + 0.04781026765704155, + 0.03677639737725258, + 0.03971010446548462 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.2331591695547104 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983434438705444 + ], + "opposite_logprob_tokens": [ + -0.5233434438705444 + ], + "logprob_reward": -0.8983434438705444, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983434438705444, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17188358306884766, + 0.1503894031047821, + 0.09362070262432098, + 0.04888445511460304, + 0.03635891154408455, + 0.04903921112418175, + 0.3364189863204956, + 0.03668998181819916, + 0.032960280776023865, + 0.04375447332859039 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.8983434438705444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550069019198418 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012550069019198418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550069019198418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1286262571811676, + 0.07732028514146805, + 0.09901271015405655, + 0.14781714975833893, + 0.04077841341495514, + 0.09409956634044647, + 0.15772520005702972, + 0.02916373312473297, + 0.13858558237552643, + 0.08687110990285873 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.012550069019198418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307539016008377 + ], + "opposite_logprob_tokens": [ + -3.1680753231048584 + ], + "logprob_reward": -0.04307539016008377, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307539016008377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20300140976905823, + 0.11888380348682404, + 0.05920318886637688, + 0.09638087451457977, + 0.05246216431260109, + 0.12224158644676208, + 0.17505235970020294, + 0.048907484859228134, + 0.019521431997418404, + 0.10434567928314209 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.04307539016008377 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34865549206733704 + ], + "opposite_logprob_tokens": [ + -1.2236554622650146 + ], + "logprob_reward": -0.34865549206733704, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34865549206733704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0540689118206501, + 0.03485580161213875, + 0.08471185714006424, + 0.03036988154053688, + 0.023654265329241753, + 0.07545826584100723, + 0.5047780275344849, + 0.02077464386820793, + 0.1384039670228958, + 0.03292437270283699 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.34865549206733704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a low angle, slowly and relentlessly zooming in, intensifies the focus on a grieving young woman. Her brown hair is pulled back in a simple ponytail, with loose strands catching the sunlight like thin golden threads. She wears thin wire-rimmed glasses and a crisp light blue cotton dress shirt. The entire frame is dominated by the raw physicality of a violent cough that convulses her body; her shoulders arch violently, and her head jerk forward with each spasmodic, uncontrollable thump. Her eyes, already watery with underlying sorrow, squeeze tightly in agony, and her face flushes. The scene is bathed in a warm, ethereal golden hour light, creating a soft halo around her body against the blurred backdrop of an outdoor night. The stark contrast between the serene, beautiful light and her inner anguish creates an intense, poignant, and intimate atmosphere of vulnerability and pain.", + "seed": 11921, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_2/index_7917_seed_11921_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.36781348176300527, + "vlm_logprob": -0.36781348176300527, + "vlm_yes_no_margin": 1.575, + "vlm_token_credit": -0.36781348176300527, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6997732520103455 + ], + "opposite_logprob_tokens": [ + -0.6997732520103455 + ], + "logprob_reward": -0.6997732520103455, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6997732520103455, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08195215463638306, + 0.06345643103122711, + 0.06478721648454666, + 0.03583741933107376, + 0.49824753403663635, + 0.054521091282367706, + 0.03113137185573578, + 0.046346329152584076, + 0.028300156816840172, + 0.09542033821344376 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.6997732520103455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578461170196533 + ], + "opposite_logprob_tokens": [ + -0.6328461170196533 + ], + "logprob_reward": -0.7578461170196533, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578461170196533, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08622977882623672, + 0.06742502748966217, + 0.20131909847259521, + 0.045865435153245926, + 0.29657354950904846, + 0.02165595255792141, + 0.03590955212712288, + 0.029740147292613983, + 0.02849334292113781, + 0.18678811192512512 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.7578461170196533 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081697419285774 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081697419285774, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081697419285774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0250864177942276, + 0.01889348216354847, + 0.07563813775777817, + 0.010628927499055862, + 0.7768984436988831, + 0.01321515254676342, + 0.0056624384596943855, + 0.017171012237668037, + 0.013452389277517796, + 0.043353598564863205 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.011081697419285774 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904851227998734 + ], + "opposite_logprob_tokens": [ + -2.4640486240386963 + ], + "logprob_reward": -0.08904851227998734, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904851227998734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12540636956691742, + 0.03881152346730232, + 0.2147461473941803, + 0.032887693494558334, + 0.33391597867012024, + 0.06592412292957306, + 0.016453927382826805, + 0.019923916086554527, + 0.09114672988653183, + 0.06078360602259636 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.08904851227998734 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813178300857544 + ], + "opposite_logprob_tokens": [ + -1.4063178300857544 + ], + "logprob_reward": -0.2813178300857544, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813178300857544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11007586866617203, + 0.10555814206600189, + 0.035716403275728226, + 0.026572315022349358, + 0.3566376268863678, + 0.0989973247051239, + 0.033660657703876495, + 0.1427215337753296, + 0.023843394592404366, + 0.06621672958135605 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.2813178300857544 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a low angle, slowly and relentlessly zooming in, intensifies the focus on a grieving young woman. Her brown hair is pulled back in a simple ponytail, with loose strands catching the sunlight like thin golden threads. She wears thin wire-rimmed glasses and a crisp light blue cotton dress shirt. The entire frame is dominated by the raw physicality of a violent cough that convulses her body; her shoulders arch violently, and her head jerk forward with each spasmodic, uncontrollable thump. Her eyes, already watery with underlying sorrow, squeeze tightly in agony, and her face flushes. The scene is bathed in a warm, ethereal golden hour light, creating a soft halo around her body against the blurred backdrop of an outdoor night. The stark contrast between the serene, beautiful light and her inner anguish creates an intense, poignant, and intimate atmosphere of vulnerability and pain.", + "seed": 11922, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_2/index_7917_seed_11922_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3238226532936096, + "vlm_logprob": -0.3238226532936096, + "vlm_yes_no_margin": 1.525, + "vlm_token_credit": -0.3238226532936096, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23410138487815857 + ], + "opposite_logprob_tokens": [ + -1.609101414680481 + ], + "logprob_reward": -0.23410138487815857, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23410138487815857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2052447348833084, + 0.049267254769802094, + 0.1436864584684372, + 0.03453783318400383, + 0.27970439195632935, + 0.03935883566737175, + 0.10067746043205261, + 0.02788274548947811, + 0.08970717340707779, + 0.029933059588074684 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.23410138487815857 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578625082969666 + ], + "opposite_logprob_tokens": [ + -0.6328625082969666 + ], + "logprob_reward": -0.7578625082969666, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578625082969666, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.34043243527412415, + 0.08178412914276123, + 0.14152014255523682, + 0.047161128371953964, + 0.04282577335834503, + 0.035738106817007065, + 0.16839566826820374, + 0.03542633354663849, + 0.07422956824302673, + 0.03248663246631622 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.7578625082969666 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373117744922638 + ], + "opposite_logprob_tokens": [ + -3.40873122215271 + ], + "logprob_reward": -0.03373117744922638, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373117744922638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22453200817108154, + 0.05828602984547615, + 0.13493476808071136, + 0.022299518808722496, + 0.29498085379600525, + 0.021206289529800415, + 0.0921979770064354, + 0.022612232714891434, + 0.10858700424432755, + 0.020363306626677513 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.03373117744922638 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006527483463287 + ], + "opposite_logprob_tokens": [ + -2.6950652599334717 + ], + "logprob_reward": -0.07006527483463287, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006527483463287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11356773972511292, + 0.04443831741809845, + 0.06947051733732224, + 0.042171306908130646, + 0.4205053448677063, + 0.02600296586751938, + 0.10937818139791489, + 0.05966183915734291, + 0.08891476690769196, + 0.025889050215482712 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.07006527483463287 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233529210090637 + ], + "opposite_logprob_tokens": [ + -0.8983529210090637 + ], + "logprob_reward": -0.5233529210090637, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233529210090637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10074350237846375, + 0.04925478994846344, + 0.11906702816486359, + 0.11322879046201706, + 0.32238858938217163, + 0.038711439818143845, + 0.1144612729549408, + 0.02679750695824623, + 0.054891616106033325, + 0.06045543774962425 + ], + "top_frames": [ + 4, + 2, + 6 + ], + "selected_reward": -0.5233529210090637 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a low angle, slowly and relentlessly zooming in, intensifies the focus on a grieving young woman. Her brown hair is pulled back in a simple ponytail, with loose strands catching the sunlight like thin golden threads. She wears thin wire-rimmed glasses and a crisp light blue cotton dress shirt. The entire frame is dominated by the raw physicality of a violent cough that convulses her body; her shoulders arch violently, and her head jerk forward with each spasmodic, uncontrollable thump. Her eyes, already watery with underlying sorrow, squeeze tightly in agony, and her face flushes. The scene is bathed in a warm, ethereal golden hour light, creating a soft halo around her body against the blurred backdrop of an outdoor night. The stark contrast between the serene, beautiful light and her inner anguish creates an intense, poignant, and intimate atmosphere of vulnerability and pain.", + "seed": 11923, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_2/index_7917_seed_11923_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.36098261419683697, + "vlm_logprob": -0.36098261419683697, + "vlm_yes_no_margin": 1.675, + "vlm_token_credit": -0.36098261419683697, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6392842531204224 + ], + "opposite_logprob_tokens": [ + -0.7642842531204224 + ], + "logprob_reward": -0.6392842531204224, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6392842531204224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06967105716466904, + 0.15025073289871216, + 0.22527679800987244, + 0.04460320621728897, + 0.08477988094091415, + 0.16454549133777618, + 0.0305037759244442, + 0.08707523345947266, + 0.06284714490175247, + 0.08044671267271042 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.6392842531204224 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47436603903770447 + ], + "opposite_logprob_tokens": [ + -0.9743660688400269 + ], + "logprob_reward": -0.47436603903770447, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47436603903770447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0764528214931488, + 0.0771775022149086, + 0.16137531399726868, + 0.17460337281227112, + 0.16400182247161865, + 0.16572026908397675, + 0.04353075101971626, + 0.03822813555598259, + 0.022886179387569427, + 0.07602377980947495 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.47436603903770447 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784595109522343 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784595109522343, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784595109522343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03807911276817322, + 0.059007059782743454, + 0.59062260389328, + 0.03389715030789375, + 0.0791463777422905, + 0.03702593222260475, + 0.013699446804821491, + 0.06409326195716858, + 0.06529300659894943, + 0.019136011600494385 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.009784595109522343 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048669200390577316 + ], + "opposite_logprob_tokens": [ + -3.0486690998077393 + ], + "logprob_reward": -0.048669200390577316, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048669200390577316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07757213711738586, + 0.2991960644721985, + 0.11430530250072479, + 0.12480739504098892, + 0.06712011992931366, + 0.08330479264259338, + 0.0506155751645565, + 0.0388498529791832, + 0.09118014574050903, + 0.053048644214868546 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.048669200390577316 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and relentlessly zoom in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a young woman with brown hair in a ponytail wearing wire-rimmed glasses and a light blue cotton dress shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman exhibit violent coughing with convulsing shoulders, jerking head, and tightly squeezed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden hour light with a blurred outdoor night backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328089833259583 + ], + "opposite_logprob_tokens": [ + -0.7578089833259583 + ], + "logprob_reward": -0.6328089833259583, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328089833259583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2034367471933365, + 0.060419224202632904, + 0.12588416039943695, + 0.05293833836913109, + 0.06364964693784714, + 0.07598207145929337, + 0.07106488198041916, + 0.041962262243032455, + 0.05114711448550224, + 0.2535156011581421 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.6328089833259583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_3/index_tensor([3892, 3892])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_3/index_tensor([3892, 3892])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e1f9957f0892d1491e76959495669bea87d0cc18 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_3/index_tensor([3892, 3892])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "still, extreme close-up focuses squarely on an eye brimming with tears from intense emotion. The amber iris appears remarkably clear around the slightly dilated pupil, the white of the eye bloodshot with the fine lines of emotion. A soft, sideways windowlight casts a precise spotlight on the eye, revealing the reddened skin around it and the long, slightly curled black lashes. As the camera gazes, a pool of clear tears quickly and silently flows from the depths of the eye, instantly filling the edge of the lower lid, forming a plump, trembling surface that drenches the entire eye socket with a shimmering sheen. A few crystalline droplets of water have already formed, delicately dangling from the tips of the eyelashes, reflecting a brilliant diamond-like light. At this moment, the tears have reached the critical point of overflowing, as if any slight blink or tremor of breath will make this hot tear break free and slide down. The whole picture is full of suppressed sadness and extreme fragility, creating a heartbreaking tranquil atmosphere.", + "seed": 25941, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_3/index_3892_seed_25941_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06971686664037406, + "vlm_logprob": -0.06971686664037406, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.06971686664037406, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001964426366612315 + ], + "opposite_logprob_tokens": [ + -7.001964569091797 + ], + "logprob_reward": -0.001964426366612315, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.001964426366612315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08691661804914474, + 0.08996765315532684, + 0.04460057616233826, + 0.022159911692142487, + 0.013822645880281925, + 0.18547210097312927, + 0.03180729225277901, + 0.2932450771331787, + 0.08964908123016357, + 0.14235906302928925 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.001964426366612315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040150821208954 + ], + "opposite_logprob_tokens": [ + -1.910401463508606 + ], + "logprob_reward": -0.16040150821208954, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040150821208954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2399117648601532, + 0.02069167047739029, + 0.037438422441482544, + 0.0193871408700943, + 0.01931804232299328, + 0.15325336158275604, + 0.0272718146443367, + 0.22400516271591187, + 0.19057047367095947, + 0.06815211474895477 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.16040150821208954 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076371124014258385 + ], + "opposite_logprob_tokens": [ + -4.882637023925781 + ], + "logprob_reward": -0.0076371124014258385, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076371124014258385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21900132298469543, + 0.10437799990177155, + 0.027792448177933693, + 0.030312521383166313, + 0.03107614256441593, + 0.27081379294395447, + 0.026592250913381577, + 0.12043622136116028, + 0.05840187519788742, + 0.11119541525840759 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.0076371124014258385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603841483592987 + ], + "opposite_logprob_tokens": [ + -1.910384178161621 + ], + "logprob_reward": -0.1603841483592987, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603841483592987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20752368867397308, + 0.037569787353277206, + 0.03956655412912369, + 0.014135629869997501, + 0.017646856606006622, + 0.3195364773273468, + 0.03660266101360321, + 0.13505221903324127, + 0.11667799949645996, + 0.07568807899951935 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.1603841483592987 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197137862443924 + ], + "opposite_logprob_tokens": [ + -4.018197059631348 + ], + "logprob_reward": -0.018197137862443924, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018197137862443924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1947210729122162, + 0.036165304481983185, + 0.019343936815857887, + 0.023978907614946365, + 0.05191278085112572, + 0.2833161950111389, + 0.025673795491456985, + 0.1746857911348343, + 0.041361890733242035, + 0.14884036779403687 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.018197137862443924 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "still, extreme close-up focuses squarely on an eye brimming with tears from intense emotion. The amber iris appears remarkably clear around the slightly dilated pupil, the white of the eye bloodshot with the fine lines of emotion. A soft, sideways windowlight casts a precise spotlight on the eye, revealing the reddened skin around it and the long, slightly curled black lashes. As the camera gazes, a pool of clear tears quickly and silently flows from the depths of the eye, instantly filling the edge of the lower lid, forming a plump, trembling surface that drenches the entire eye socket with a shimmering sheen. A few crystalline droplets of water have already formed, delicately dangling from the tips of the eyelashes, reflecting a brilliant diamond-like light. At this moment, the tears have reached the critical point of overflowing, as if any slight blink or tremor of breath will make this hot tear break free and slide down. The whole picture is full of suppressed sadness and extreme fragility, creating a heartbreaking tranquil atmosphere.", + "seed": 25942, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_3/index_3892_seed_25942_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0397579163312912, + "vlm_logprob": -0.0397579163312912, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.0397579163312912, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002284894697368145 + ], + "opposite_logprob_tokens": [ + -8.00228500366211 + ], + "logprob_reward": -0.002284894697368145, + "yes_no_margin_reward": 8.0, + "token_credit_reward": -0.002284894697368145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18348132073879242, + 0.05981715768575668, + 0.12530042231082916, + 0.1519671380519867, + 0.0700133815407753, + 0.03133983537554741, + 0.06367044150829315, + 0.02865510620176792, + 0.12140072882175446, + 0.16435454785823822 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.002284894697368145 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029828868806362152 + ], + "opposite_logprob_tokens": [ + -3.5298287868499756 + ], + "logprob_reward": -0.029828868806362152, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029828868806362152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23919221758842468, + 0.09131290018558502, + 0.04772309586405754, + 0.04573521763086319, + 0.044612132012844086, + 0.03330177813768387, + 0.030126936733722687, + 0.05568736419081688, + 0.033248171210289, + 0.3790602385997772 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.029828868806362152 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029809661209583282 + ], + "opposite_logprob_tokens": [ + -3.5298097133636475 + ], + "logprob_reward": -0.029809661209583282, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029809661209583282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07674799114465714, + 0.07363646477460861, + 0.015265502035617828, + 0.0222009364515543, + 0.02517716959118843, + 0.014238043688237667, + 0.010553729720413685, + 0.017862852662801743, + 0.23909036815166473, + 0.5052269101142883 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.029809661209583282 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707282602787018 + ], + "opposite_logprob_tokens": [ + -2.127072811126709 + ], + "logprob_reward": -0.12707282602787018, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707282602787018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1424337476491928, + 0.1010296493768692, + 0.02883167192339897, + 0.03002229332923889, + 0.027351677417755127, + 0.019802777096629143, + 0.014039886184036732, + 0.04033249616622925, + 0.4309804141521454, + 0.16517536342144012 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.12707282602787018 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793330915272236 + ], + "opposite_logprob_tokens": [ + -4.634793281555176 + ], + "logprob_reward": -0.009793330915272236, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793330915272236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020540865138173103, + 0.012078434228897095, + 0.009398690424859524, + 0.013601872138679028, + 0.013528508134186268, + 0.004155241884291172, + 0.007390992250293493, + 0.02364530973136425, + 0.12169796228408813, + 0.773962140083313 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.009793330915272236 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "still, extreme close-up focuses squarely on an eye brimming with tears from intense emotion. The amber iris appears remarkably clear around the slightly dilated pupil, the white of the eye bloodshot with the fine lines of emotion. A soft, sideways windowlight casts a precise spotlight on the eye, revealing the reddened skin around it and the long, slightly curled black lashes. As the camera gazes, a pool of clear tears quickly and silently flows from the depths of the eye, instantly filling the edge of the lower lid, forming a plump, trembling surface that drenches the entire eye socket with a shimmering sheen. A few crystalline droplets of water have already formed, delicately dangling from the tips of the eyelashes, reflecting a brilliant diamond-like light. At this moment, the tears have reached the critical point of overflowing, as if any slight blink or tremor of breath will make this hot tear break free and slide down. The whole picture is full of suppressed sadness and extreme fragility, creating a heartbreaking tranquil atmosphere.", + "seed": 25943, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_3/index_3892_seed_25943_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.051073691248893736, + "vlm_logprob": -0.051073691248893736, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.051073691248893736, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009841728955507278 + ], + "opposite_logprob_tokens": [ + -4.8848419189453125 + ], + "logprob_reward": -0.009841728955507278, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009841728955507278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12930144369602203, + 0.05059028044342995, + 0.0975676029920578, + 0.05031473934650421, + 0.052168380469083786, + 0.13909192383289337, + 0.1125759407877922, + 0.052964840084314346, + 0.25805625319480896, + 0.057368602603673935 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.009841728955507278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07010161876678467 + ], + "opposite_logprob_tokens": [ + -2.695101737976074 + ], + "logprob_reward": -0.07010161876678467, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07010161876678467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3818369209766388, + 0.13640852272510529, + 0.0624939426779747, + 0.03186821565032005, + 0.049288060516119, + 0.051692064851522446, + 0.08038708567619324, + 0.0604480504989624, + 0.0928754135966301, + 0.052701685577631 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.07010161876678467 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026362333446741104 + ], + "opposite_logprob_tokens": [ + -3.651362419128418 + ], + "logprob_reward": -0.026362333446741104, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026362333446741104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1640695184469223, + 0.051814232021570206, + 0.029988404363393784, + 0.03489715978503227, + 0.10891921073198318, + 0.47385770082473755, + 0.05204908549785614, + 0.03699173778295517, + 0.020271647721529007, + 0.027141297236084938 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.026362333446741104 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902061939239502 + ], + "opposite_logprob_tokens": [ + -2.5790205001831055 + ], + "logprob_reward": -0.07902061939239502, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902061939239502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14081242680549622, + 0.09281904250383377, + 0.0835883691906929, + 0.051311589777469635, + 0.0671844556927681, + 0.20320649445056915, + 0.09261681884527206, + 0.09581449627876282, + 0.10366496443748474, + 0.06898145377635956 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.07902061939239502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004215568304062 + ], + "opposite_logprob_tokens": [ + -2.695042133331299 + ], + "logprob_reward": -0.07004215568304062, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004215568304062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2150348722934723, + 0.0473162978887558, + 0.031467504799366, + 0.07069601118564606, + 0.11002743989229202, + 0.19576358795166016, + 0.11560160666704178, + 0.11959347128868103, + 0.029234960675239563, + 0.06526421755552292 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.07004215568304062 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "still, extreme close-up focuses squarely on an eye brimming with tears from intense emotion. The amber iris appears remarkably clear around the slightly dilated pupil, the white of the eye bloodshot with the fine lines of emotion. A soft, sideways windowlight casts a precise spotlight on the eye, revealing the reddened skin around it and the long, slightly curled black lashes. As the camera gazes, a pool of clear tears quickly and silently flows from the depths of the eye, instantly filling the edge of the lower lid, forming a plump, trembling surface that drenches the entire eye socket with a shimmering sheen. A few crystalline droplets of water have already formed, delicately dangling from the tips of the eyelashes, reflecting a brilliant diamond-like light. At this moment, the tears have reached the critical point of overflowing, as if any slight blink or tremor of breath will make this hot tear break free and slide down. The whole picture is full of suppressed sadness and extreme fragility, creating a heartbreaking tranquil atmosphere.", + "seed": 25944, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_3/index_3892_seed_25944_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19628747827373444, + "vlm_logprob": -0.19628747827373444, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.19628747827373444, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003468214301392436 + ], + "opposite_logprob_tokens": [ + -6.253468036651611 + ], + "logprob_reward": -0.003468214301392436, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.003468214301392436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08531085401773453, + 0.04372607544064522, + 0.10832758992910385, + 0.09611895680427551, + 0.07753179967403412, + 0.04861946031451225, + 0.14876945316791534, + 0.027727777138352394, + 0.11765718460083008, + 0.24621081352233887 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.003468214301392436 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10038924962282181 + ], + "opposite_logprob_tokens": [ + -2.350389242172241 + ], + "logprob_reward": -0.10038924962282181, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10038924962282181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3291695713996887, + 0.09835044294595718, + 0.08997566252946854, + 0.08624456822872162, + 0.14596202969551086, + 0.02926335297524929, + 0.03857450187206268, + 0.04391901195049286, + 0.06060760095715523, + 0.07793336361646652 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.10038924962282181 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20163902640342712 + ], + "opposite_logprob_tokens": [ + -1.7016390562057495 + ], + "logprob_reward": -0.20163902640342712, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20163902640342712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20059330761432648, + 0.07540544122457504, + 0.04743894934654236, + 0.09281525015830994, + 0.12646889686584473, + 0.02412586100399494, + 0.17508144676685333, + 0.020156675949692726, + 0.05456530302762985, + 0.18334880471229553 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.20163902640342712 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160600543022156 + ], + "opposite_logprob_tokens": [ + -1.701606035232544 + ], + "logprob_reward": -0.20160600543022156, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160600543022156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20429828763008118, + 0.1055867001414299, + 0.04454561695456505, + 0.03423919901251793, + 0.09470392018556595, + 0.057521749287843704, + 0.19731584191322327, + 0.03743106499314308, + 0.12005811929702759, + 0.10429950803518295 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.20160600543022156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing squarely on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the iris amber and the pupil slightly dilated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white of the eye bloodshot with visible fine lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft sideways windowlight casting a spotlight on the eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clear tears flowing to fill the lower lid and forming droplets on the eyelashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743348956108093 + ], + "opposite_logprob_tokens": [ + -0.9743348956108093 + ], + "logprob_reward": -0.4743348956108093, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743348956108093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2579279839992523, + 0.08420005440711975, + 0.052693113684654236, + 0.060175225138664246, + 0.05996287614107132, + 0.03365179896354675, + 0.16486716270446777, + 0.1525292694568634, + 0.052028123289346695, + 0.0819643884897232 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.4743348956108093 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_4/index_tensor([3910, 3910])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_4/index_tensor([3910, 3910])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1a48a2b20b3fe847f1cadf89d2ac26f46a7a8996 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_4/index_tensor([3910, 3910])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "vibrant, low-angle, macro time-lapse shot follows a vibrant, multicolored ground ivy runner as it relentlessly stretches across a patch of rich, dark earth. The camera maintains a tight, parallel tracking motion, creating a sense of urgent forward momentum. At each node along the slender, reddish-green stem, life bursts forth: tiny white rootlets burst forth, quickly anchoring themselves in the fertile soil, while a pair of new leaves unfurl in a swift, crisp pattern. Initially wrinkled and small, the leaves quickly expand to reveal a distinctive, scalloped, kidney-shaped form with a vibrant green center surrounded by a sharp, creamy white border. The entire scene is bathed in cheerful sunlight, with golden sun patterns and soft shadows flickering across the ground, creating a dance of light that highlights the vibrant growth. The rapid camera movement, causing a slight motion blur in the soft-focus background, locks the viewer's eye on the ivy's determined spread and captures the powerful, energizing atmosphere of nature's vitality and joyful reproduction.", + "seed": 30247, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_4/index_3910_seed_30247_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04908594423905015, + "vlm_logprob": -0.04908594423905015, + "vlm_yes_no_margin": 3.699999952316284, + "vlm_token_credit": -0.04908594423905015, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799650341272354 + ], + "opposite_logprob_tokens": [ + -1.8049650192260742 + ], + "logprob_reward": -0.1799650341272354, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799650341272354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4032958745956421, + 0.12322524935007095, + 0.12357618659734726, + 0.05440139397978783, + 0.054156120866537094, + 0.06907408684492111, + 0.04460947960615158, + 0.054050520062446594, + 0.04141759127378464, + 0.03219348564743996 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.1799650341272354 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634979411959648 + ], + "opposite_logprob_tokens": [ + -3.6513497829437256 + ], + "logprob_reward": -0.02634979411959648, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634979411959648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29628974199295044, + 0.14185091853141785, + 0.17702127993106842, + 0.12665246427059174, + 0.04230116307735443, + 0.05449112504720688, + 0.03687930852174759, + 0.04017292335629463, + 0.0419798418879509, + 0.04236125200986862 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02634979411959648 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743175443261862 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006743175443261862, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743175443261862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15182912349700928, + 0.271650493144989, + 0.05724917724728584, + 0.0759192705154419, + 0.058396730571985245, + 0.08125916868448257, + 0.05758240818977356, + 0.13945430517196655, + 0.05589543282985687, + 0.05076383426785469 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.006743175443261862 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195417053997517 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195417053997517, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195417053997517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17147278785705566, + 0.12820440530776978, + 0.15660177171230316, + 0.07304544746875763, + 0.07356869429349899, + 0.1136765405535698, + 0.03632553666830063, + 0.06331608444452286, + 0.04089699313044548, + 0.1428917795419693 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.014195417053997517 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018176300451159477 + ], + "opposite_logprob_tokens": [ + -4.018176078796387 + ], + "logprob_reward": -0.018176300451159477, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018176300451159477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1331738978624344, + 0.12540817260742188, + 0.2629014849662781, + 0.07759632915258408, + 0.08628271520137787, + 0.06883975118398666, + 0.0419715940952301, + 0.12239287793636322, + 0.04784221202135086, + 0.03359094634652138 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.018176300451159477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "vibrant, low-angle, macro time-lapse shot follows a vibrant, multicolored ground ivy runner as it relentlessly stretches across a patch of rich, dark earth. The camera maintains a tight, parallel tracking motion, creating a sense of urgent forward momentum. At each node along the slender, reddish-green stem, life bursts forth: tiny white rootlets burst forth, quickly anchoring themselves in the fertile soil, while a pair of new leaves unfurl in a swift, crisp pattern. Initially wrinkled and small, the leaves quickly expand to reveal a distinctive, scalloped, kidney-shaped form with a vibrant green center surrounded by a sharp, creamy white border. The entire scene is bathed in cheerful sunlight, with golden sun patterns and soft shadows flickering across the ground, creating a dance of light that highlights the vibrant growth. The rapid camera movement, causing a slight motion blur in the soft-focus background, locks the viewer's eye on the ivy's determined spread and captures the powerful, energizing atmosphere of nature's vitality and joyful reproduction.", + "seed": 30248, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_4/index_3910_seed_30248_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030603847233578563, + "vlm_logprob": -0.030603847233578563, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.030603847233578563, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11312824487686157 + ], + "opposite_logprob_tokens": [ + -2.238128185272217 + ], + "logprob_reward": -0.11312824487686157, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11312824487686157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08821170032024384, + 0.04437010735273361, + 0.04574127867817879, + 0.060564227402210236, + 0.2801031470298767, + 0.10139451175928116, + 0.13628990948200226, + 0.04633651301264763, + 0.061538439244031906, + 0.13545018434524536 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.11312824487686157 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026355136185884476 + ], + "opposite_logprob_tokens": [ + -3.651355028152466 + ], + "logprob_reward": -0.026355136185884476, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026355136185884476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09590446203947067, + 0.0413949079811573, + 0.05310070142149925, + 0.1362043172121048, + 0.32604700326919556, + 0.15259893238544464, + 0.06877343356609344, + 0.041303012520074844, + 0.018450582399964333, + 0.0662226676940918 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.026355136185884476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003193875541910529 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.003193875541910529, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003193875541910529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0967467874288559, + 0.05043894425034523, + 0.09234738349914551, + 0.08879891037940979, + 0.257881760597229, + 0.06472322344779968, + 0.045164335519075394, + 0.050173960626125336, + 0.02115112543106079, + 0.23257362842559814 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.003193875541910529 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003611947875469923 + ], + "opposite_logprob_tokens": [ + -5.628612041473389 + ], + "logprob_reward": -0.003611947875469923, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003611947875469923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21719639003276825, + 0.13686276972293854, + 0.1422102451324463, + 0.07599389553070068, + 0.14469851553440094, + 0.04237515851855278, + 0.032138872891664505, + 0.04263070970773697, + 0.043885234743356705, + 0.12200821936130524 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.003611947875469923 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067300316877663136 + ], + "opposite_logprob_tokens": [ + -5.006730079650879 + ], + "logprob_reward": -0.0067300316877663136, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067300316877663136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05806871876120567, + 0.034406907856464386, + 0.02810436300933361, + 0.058697041124105453, + 0.15706072747707367, + 0.1365058571100235, + 0.15646784007549286, + 0.17814622819423676, + 0.09426689147949219, + 0.09827538579702377 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.0067300316877663136 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "vibrant, low-angle, macro time-lapse shot follows a vibrant, multicolored ground ivy runner as it relentlessly stretches across a patch of rich, dark earth. The camera maintains a tight, parallel tracking motion, creating a sense of urgent forward momentum. At each node along the slender, reddish-green stem, life bursts forth: tiny white rootlets burst forth, quickly anchoring themselves in the fertile soil, while a pair of new leaves unfurl in a swift, crisp pattern. Initially wrinkled and small, the leaves quickly expand to reveal a distinctive, scalloped, kidney-shaped form with a vibrant green center surrounded by a sharp, creamy white border. The entire scene is bathed in cheerful sunlight, with golden sun patterns and soft shadows flickering across the ground, creating a dance of light that highlights the vibrant growth. The rapid camera movement, causing a slight motion blur in the soft-focus background, locks the viewer's eye on the ivy's determined spread and captures the powerful, energizing atmosphere of nature's vitality and joyful reproduction.", + "seed": 30249, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_4/index_3910_seed_30249_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.015255331387743353, + "vlm_logprob": -0.015255331387743353, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.015255331387743353, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05511338263750076 + ], + "opposite_logprob_tokens": [ + -2.9301133155822754 + ], + "logprob_reward": -0.05511338263750076, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05511338263750076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16036127507686615, + 0.09014715254306793, + 0.07247195392847061, + 0.09222982823848724, + 0.06411457806825638, + 0.07029563188552856, + 0.04523930326104164, + 0.059527408331632614, + 0.054887354373931885, + 0.290725439786911 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.05511338263750076 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638986386358738 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638986386358738, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638986386358738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3085893392562866, + 0.05260297656059265, + 0.07829095423221588, + 0.09081294387578964, + 0.0847528949379921, + 0.06051628664135933, + 0.03481993079185486, + 0.05626346543431282, + 0.028676433488726616, + 0.20467481017112732 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.008638986386358738 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017137139802798629 + ], + "opposite_logprob_tokens": [ + -6.376713752746582 + ], + "logprob_reward": -0.0017137139802798629, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017137139802798629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28826603293418884, + 0.14135737717151642, + 0.0720413327217102, + 0.07326661795377731, + 0.05507003143429756, + 0.06617437303066254, + 0.027337362989783287, + 0.05974923074245453, + 0.04222295060753822, + 0.1745147407054901 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0017137139802798629 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010388459777459502 + ], + "opposite_logprob_tokens": [ + -6.876039028167725 + ], + "logprob_reward": -0.0010388459777459502, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010388459777459502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05669586732983589, + 0.07364191114902496, + 0.027350787073373795, + 0.1358906477689743, + 0.13344888389110565, + 0.11056309938430786, + 0.1062869131565094, + 0.027128545567393303, + 0.09803303331136703, + 0.23096030950546265 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.0010388459777459502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009771727956831455 + ], + "opposite_logprob_tokens": [ + -4.634771823883057 + ], + "logprob_reward": -0.009771727956831455, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009771727956831455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1334397792816162, + 0.113470159471035, + 0.09032226353883743, + 0.06272965669631958, + 0.2223317176103592, + 0.11073221266269684, + 0.02764289639890194, + 0.06195412576198578, + 0.09795184433460236, + 0.07942540943622589 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.009771727956831455 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "vibrant, low-angle, macro time-lapse shot follows a vibrant, multicolored ground ivy runner as it relentlessly stretches across a patch of rich, dark earth. The camera maintains a tight, parallel tracking motion, creating a sense of urgent forward momentum. At each node along the slender, reddish-green stem, life bursts forth: tiny white rootlets burst forth, quickly anchoring themselves in the fertile soil, while a pair of new leaves unfurl in a swift, crisp pattern. Initially wrinkled and small, the leaves quickly expand to reveal a distinctive, scalloped, kidney-shaped form with a vibrant green center surrounded by a sharp, creamy white border. The entire scene is bathed in cheerful sunlight, with golden sun patterns and soft shadows flickering across the ground, creating a dance of light that highlights the vibrant growth. The rapid camera movement, causing a slight motion blur in the soft-focus background, locks the viewer's eye on the ivy's determined spread and captures the powerful, energizing atmosphere of nature's vitality and joyful reproduction.", + "seed": 30250, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_4/index_3910_seed_30250_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02996807200834155, + "vlm_logprob": -0.02996807200834155, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.02996807200834155, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0791260227560997 + ], + "opposite_logprob_tokens": [ + -2.5791261196136475 + ], + "logprob_reward": -0.0791260227560997, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0791260227560997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16242380440235138, + 0.14543287456035614, + 0.07575808465480804, + 0.12672370672225952, + 0.05488613620400429, + 0.04304276779294014, + 0.28562891483306885, + 0.04482242092490196, + 0.02992313541471958, + 0.03135807439684868 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.0791260227560997 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194561824202538 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.018194561824202538, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018194561824202538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18082794547080994, + 0.059350352734327316, + 0.13407327234745026, + 0.11492525041103363, + 0.04463180527091026, + 0.04935941472649574, + 0.3133012652397156, + 0.030512448400259018, + 0.04214510694146156, + 0.030873173847794533 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.018194561824202538 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464135454967618 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.00464135454967618, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464135454967618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11647634953260422, + 0.05554872751235962, + 0.07891218364238739, + 0.09716662764549255, + 0.026343386620283127, + 0.08545172959566116, + 0.4492151439189911, + 0.03625578433275223, + 0.024283673614263535, + 0.030346360057592392 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.00464135454967618 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810315206646919 + ], + "opposite_logprob_tokens": [ + -3.2881031036376953 + ], + "logprob_reward": -0.03810315206646919, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810315206646919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17292001843452454, + 0.04958982393145561, + 0.01808951236307621, + 0.05414203181862831, + 0.04972414672374725, + 0.22719518840312958, + 0.3796011507511139, + 0.021729063242673874, + 0.012876829132437706, + 0.01413234043866396 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.03810315206646919 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, multicolored ground ivy runner with a reddish-green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do tiny white rootlets burst forth from the nodes to anchor in the rich, dark earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do new leaves unfurl rapidly to reveal a scalloped, kidney-shaped form with a vibrant green center and creamy white border?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in cheerful sunlight with golden sun patterns and soft shadows flickering across the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle macro time-lapse with a tight, parallel tracking motion causing slight motion blur in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775268845260143 + ], + "opposite_logprob_tokens": [ + -4.634775161743164 + ], + "logprob_reward": -0.009775268845260143, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775268845260143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12850315868854523, + 0.07719946652650833, + 0.03442983701825142, + 0.06871037930250168, + 0.15759897232055664, + 0.13041214644908905, + 0.2787681519985199, + 0.03601473197340965, + 0.060038261115550995, + 0.028324877843260765 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.009775268845260143 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_5/index_tensor([2572, 2572])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_5/index_tensor([2572, 2572])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..147d6f7005bb55a059a505529afd377a6c034faf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_5/index_tensor([2572, 2572])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "handheld camera, in extreme close-up, cautiously advances, focusing on a pink peony blossoming in the soft morning sunlight. Perched at the center of the flower is a vibrant butterfly. Its velvety wings are covered in an intricate pattern of iridescent blue and fiery orange, edged with delicate black lines. A few glistening dewdrops dapple the petals and wings, shimmering with light. As the camera steadily and slowly approaches, the slight shakiness of the frame conveys a breathless tension. As if sensing an intruder, the butterfly's slender antennae tense. Then, without warning, it explodes, its wings powerfully flapping downward, launching it vertically upward at astonishing speed. The sudden gust of air lifts the fragile peony petals from their pistil, creating a shower of pink petals that swirls and falls gracefully in the air, shimmering with a golden halo. The camera instinctively jerks upward, trying to follow the butterfly, but ultimately captures it as a blurry, colorful dot of light disappearing into the bokeh-like, verdant garden background. The entire scene switches from an instant of extreme tranquility to a brief and brilliant commotion, filled with the vitality of nature and its fleeting beauty.", + "seed": 13745, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_5/index_2572_seed_13745_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028576836735010148, + "vlm_logprob": -0.028576836735010148, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.028576836735010148, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007467807270586491 + ], + "opposite_logprob_tokens": [ + -5.007467746734619 + ], + "logprob_reward": -0.007467807270586491, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007467807270586491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04979648441076279, + 0.047478098422288895, + 0.05235356092453003, + 0.06784572452306747, + 0.0896381363272667, + 0.10527399927377701, + 0.05740756541490555, + 0.16590261459350586, + 0.10852636396884918, + 0.2557774782180786 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.007467807270586491 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310016706585884 + ], + "opposite_logprob_tokens": [ + -3.168100118637085 + ], + "logprob_reward": -0.04310016706585884, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310016706585884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09406174719333649, + 0.032519109547138214, + 0.03548124060034752, + 0.022054331377148628, + 0.012218720279633999, + 0.019310571253299713, + 0.02914481796324253, + 0.058802876621484756, + 0.070687435567379, + 0.6257191896438599 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.04310016706585884 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016074584797024727 + ], + "opposite_logprob_tokens": [ + -4.1410746574401855 + ], + "logprob_reward": -0.016074584797024727, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016074584797024727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12864339351654053, + 0.04571877047419548, + 0.0250255074352026, + 0.06322552263736725, + 0.04233918711543083, + 0.055439069867134094, + 0.09711473435163498, + 0.1422806829214096, + 0.06277453899383545, + 0.33743858337402344 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.016074584797024727 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204750016331673 + ], + "opposite_logprob_tokens": [ + -2.8120474815368652 + ], + "logprob_reward": -0.06204750016331673, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204750016331673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1655094176530838, + 0.062233712524175644, + 0.04013011232018471, + 0.04278920963406563, + 0.04352724179625511, + 0.04528864845633507, + 0.08355475962162018, + 0.1300068497657776, + 0.04914034157991409, + 0.3378196656703949 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.06204750016331673 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419412437826395 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.01419412437826395, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419412437826395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07227332144975662, + 0.038892969489097595, + 0.04924368858337402, + 0.04966090992093086, + 0.019688805565238, + 0.05905355513095856, + 0.06711579859256744, + 0.07737701386213303, + 0.09020020812749863, + 0.47649380564689636 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.01419412437826395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld camera, in extreme close-up, cautiously advances, focusing on a pink peony blossoming in the soft morning sunlight. Perched at the center of the flower is a vibrant butterfly. Its velvety wings are covered in an intricate pattern of iridescent blue and fiery orange, edged with delicate black lines. A few glistening dewdrops dapple the petals and wings, shimmering with light. As the camera steadily and slowly approaches, the slight shakiness of the frame conveys a breathless tension. As if sensing an intruder, the butterfly's slender antennae tense. Then, without warning, it explodes, its wings powerfully flapping downward, launching it vertically upward at astonishing speed. The sudden gust of air lifts the fragile peony petals from their pistil, creating a shower of pink petals that swirls and falls gracefully in the air, shimmering with a golden halo. The camera instinctively jerks upward, trying to follow the butterfly, but ultimately captures it as a blurry, colorful dot of light disappearing into the bokeh-like, verdant garden background. The entire scene switches from an instant of extreme tranquility to a brief and brilliant commotion, filled with the vitality of nature and its fleeting beauty.", + "seed": 13746, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_5/index_2572_seed_13746_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.021030517295002937, + "vlm_logprob": -0.021030517295002937, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.021030517295002937, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004256831482052803 + ], + "opposite_logprob_tokens": [ + -5.629256725311279 + ], + "logprob_reward": -0.004256831482052803, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004256831482052803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10819067060947418, + 0.06157161295413971, + 0.0493970587849617, + 0.042905159294605255, + 0.10291501134634018, + 0.2334166318178177, + 0.10407346487045288, + 0.037905313074588776, + 0.19234418869018555, + 0.06728089600801468 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.004256831482052803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008657541126012802 + ], + "opposite_logprob_tokens": [ + -4.758657455444336 + ], + "logprob_reward": -0.008657541126012802, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008657541126012802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08681528270244598, + 0.0868440493941307, + 0.0604843907058239, + 0.04306585714221001, + 0.06478317826986313, + 0.11713281273841858, + 0.1475227326154709, + 0.06862247735261917, + 0.2502261996269226, + 0.07450295984745026 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.008657541126012802 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038104645907878876 + ], + "opposite_logprob_tokens": [ + -3.28810453414917 + ], + "logprob_reward": -0.038104645907878876, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038104645907878876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033637139946222305, + 0.040996253490448, + 0.02669929899275303, + 0.028835337609052658, + 0.03309541195631027, + 0.21067756414413452, + 0.14385221898555756, + 0.02769537828862667, + 0.38886386156082153, + 0.06564753502607346 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.038104645907878876 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305906221270561 + ], + "opposite_logprob_tokens": [ + -3.1680591106414795 + ], + "logprob_reward": -0.04305906221270561, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305906221270561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1301422417163849, + 0.059990961104631424, + 0.0426965095102787, + 0.06041661277413368, + 0.041278623044490814, + 0.18550676107406616, + 0.1092594712972641, + 0.05489811673760414, + 0.13588637113571167, + 0.1799243539571762 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.04305906221270561 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074505746364594 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074505746364594, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074505746364594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05179929733276367, + 0.01844107359647751, + 0.050734877586364746, + 0.017436066642403603, + 0.020925866439938545, + 0.13929978013038635, + 0.20589405298233032, + 0.06000151485204697, + 0.3582087755203247, + 0.07725876569747925 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.011074505746364594 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld camera, in extreme close-up, cautiously advances, focusing on a pink peony blossoming in the soft morning sunlight. Perched at the center of the flower is a vibrant butterfly. Its velvety wings are covered in an intricate pattern of iridescent blue and fiery orange, edged with delicate black lines. A few glistening dewdrops dapple the petals and wings, shimmering with light. As the camera steadily and slowly approaches, the slight shakiness of the frame conveys a breathless tension. As if sensing an intruder, the butterfly's slender antennae tense. Then, without warning, it explodes, its wings powerfully flapping downward, launching it vertically upward at astonishing speed. The sudden gust of air lifts the fragile peony petals from their pistil, creating a shower of pink petals that swirls and falls gracefully in the air, shimmering with a golden halo. The camera instinctively jerks upward, trying to follow the butterfly, but ultimately captures it as a blurry, colorful dot of light disappearing into the bokeh-like, verdant garden background. The entire scene switches from an instant of extreme tranquility to a brief and brilliant commotion, filled with the vitality of nature and its fleeting beauty.", + "seed": 13747, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_5/index_2572_seed_13747_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017702036537230015, + "vlm_logprob": -0.017702036537230015, + "vlm_yes_no_margin": 4.249999952316284, + "vlm_token_credit": -0.017702036537230015, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004665441811084747 + ], + "opposite_logprob_tokens": [ + -5.629665374755859 + ], + "logprob_reward": -0.004665441811084747, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004665441811084747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10655701905488968, + 0.028058728203177452, + 0.00923812948167324, + 0.17913079261779785, + 0.02773141674697399, + 0.012673747725784779, + 0.01835336722433567, + 0.028105275705456734, + 0.03540563955903053, + 0.5547458529472351 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.004665441811084747 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821446232497692 + ], + "opposite_logprob_tokens": [ + -4.018214225769043 + ], + "logprob_reward": -0.01821446232497692, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01821446232497692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05120914429426193, + 0.013686823658645153, + 0.009101989679038525, + 0.21508435904979706, + 0.010041779838502407, + 0.007295915391296148, + 0.01647805981338024, + 0.026403190568089485, + 0.026181640103459358, + 0.6245170831680298 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.01821446232497692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329319901764393 + ], + "opposite_logprob_tokens": [ + -3.7732932567596436 + ], + "logprob_reward": -0.02329319901764393, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329319901764393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16168436408042908, + 0.038045283406972885, + 0.019311189651489258, + 0.2382199913263321, + 0.10060187429189682, + 0.01899886503815651, + 0.036464862525463104, + 0.01793752610683441, + 0.04194563999772072, + 0.326790452003479 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.02329319901764393 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798900708556175 + ], + "opposite_logprob_tokens": [ + -3.529798984527588 + ], + "logprob_reward": -0.029798900708556175, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798900708556175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0744006410241127, + 0.040153246372938156, + 0.014238893985748291, + 0.0989544466137886, + 0.0495498962700367, + 0.017673050984740257, + 0.05278996005654335, + 0.18772071599960327, + 0.052987612783908844, + 0.411531537771225 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.029798900708556175 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538178823888302 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012538178823888302, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538178823888302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09559391438961029, + 0.03152121976017952, + 0.015067900530993938, + 0.10755456984043121, + 0.030041571706533432, + 0.029840808361768723, + 0.04843448847532272, + 0.10109107941389084, + 0.09676322340965271, + 0.44409123063087463 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.012538178823888302 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld camera, in extreme close-up, cautiously advances, focusing on a pink peony blossoming in the soft morning sunlight. Perched at the center of the flower is a vibrant butterfly. Its velvety wings are covered in an intricate pattern of iridescent blue and fiery orange, edged with delicate black lines. A few glistening dewdrops dapple the petals and wings, shimmering with light. As the camera steadily and slowly approaches, the slight shakiness of the frame conveys a breathless tension. As if sensing an intruder, the butterfly's slender antennae tense. Then, without warning, it explodes, its wings powerfully flapping downward, launching it vertically upward at astonishing speed. The sudden gust of air lifts the fragile peony petals from their pistil, creating a shower of pink petals that swirls and falls gracefully in the air, shimmering with a golden halo. The camera instinctively jerks upward, trying to follow the butterfly, but ultimately captures it as a blurry, colorful dot of light disappearing into the bokeh-like, verdant garden background. The entire scene switches from an instant of extreme tranquility to a brief and brilliant commotion, filled with the vitality of nature and its fleeting beauty.", + "seed": 13748, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_5/index_2572_seed_13748_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03151834383606911, + "vlm_logprob": -0.03151834383606911, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.03151834383606911, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0033014100044965744 + ], + "opposite_logprob_tokens": [ + -6.003301620483398 + ], + "logprob_reward": -0.0033014100044965744, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0033014100044965744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11400901526212692, + 0.05616019666194916, + 0.12166791409254074, + 0.045179158449172974, + 0.11485441029071808, + 0.05209334194660187, + 0.11991842836141586, + 0.14305581152439117, + 0.13905884325504303, + 0.09400288015604019 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.0033014100044965744 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109207235276699 + ], + "opposite_logprob_tokens": [ + -4.511092185974121 + ], + "logprob_reward": -0.01109207235276699, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109207235276699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09328483790159225, + 0.05614630505442619, + 0.28703072667121887, + 0.06757732480764389, + 0.09670025110244751, + 0.04549732804298401, + 0.09584037214517593, + 0.08384937793016434, + 0.10180193185806274, + 0.07227151840925217 + ], + "top_frames": [ + 2, + 8, + 4 + ], + "selected_reward": -0.01109207235276699 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810785710811615 + ], + "opposite_logprob_tokens": [ + -3.2881078720092773 + ], + "logprob_reward": -0.03810785710811615, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810785710811615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08677388727664948, + 0.02034303918480873, + 0.25052836537361145, + 0.05423568934202194, + 0.1311970204114914, + 0.050050999969244, + 0.15987618267536163, + 0.058145660907030106, + 0.09270169585943222, + 0.09614746272563934 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.03810785710811615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203977018594742 + ], + "opposite_logprob_tokens": [ + -2.812039852142334 + ], + "logprob_reward": -0.06203977018594742, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203977018594742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10286205261945724, + 0.024215402081608772, + 0.14123272895812988, + 0.07803934812545776, + 0.05963076278567314, + 0.07445207238197327, + 0.1555100530385971, + 0.11172306537628174, + 0.16403107345104218, + 0.08830349892377853 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.06203977018594742 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a pink peony with a vibrant butterfly perched on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the butterfly have velvety wings with an intricate pattern of iridescent blue and fiery orange edged with black lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glistening dewdrops on the petals and wings that shimmer with light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a handheld, shaky movement advancing slowly, then jerk upward to follow the butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the butterfly launch vertically upward at high speed, causing a shower of pink petals to swirl and fall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430506095290184 + ], + "opposite_logprob_tokens": [ + -3.168050527572632 + ], + "logprob_reward": -0.0430506095290184, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430506095290184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05216096714138985, + 0.03057369776070118, + 0.063519187271595, + 0.07435492426156998, + 0.0756177082657814, + 0.05493795499205589, + 0.1026950478553772, + 0.11542990803718567, + 0.28351759910583496, + 0.1471930742263794 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.0430506095290184 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_6/index_tensor([5643, 5643])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_6/index_tensor([5643, 5643])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eae81579129499191f1327cee1b6362d3cbc1713 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_6/index_tensor([5643, 5643])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up, static shot shot from a horizontal angle centers on a playful crayon drawing on slightly textured white paper. The painting, rendered in highly saturated, rough-brushed crayons, depicts a simple story: a large, smiling yellow sun hangs high in the sky, beneath a small blue house with a red triangular roof and square windows, and beside it, a waving stick figure. The entire scene exudes an atmosphere of childlike joy. Suddenly, a sharp, sharply defined black shadow pierces the frame from beyond, poking precisely at the center. Immediately, the crayon-textured drawing, like a popped balloon, begins to rapidly sag inward from the point of impact. The once-flat surface of the paper instantly loses its tension, and the sun, house, and stick figure in the painting wrinkle and distort painfully as the image shrinks. The vibrant colors fade and blur, and ultimately, the entire painting collapses like a deflated balloon, shrunken and contracting into a ball, completely losing its original shape and story.", + "seed": 19980, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_6/index_5643_seed_19980_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06544725586427376, + "vlm_logprob": -0.06544725586427376, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.06544725586427376, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028538262471556664 + ], + "opposite_logprob_tokens": [ + -3.653538227081299 + ], + "logprob_reward": -0.028538262471556664, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028538262471556664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19742444157600403, + 0.024424858391284943, + 0.05052950978279114, + 0.07936916500329971, + 0.12836109101772308, + 0.2944182753562927, + 0.06341215968132019, + 0.06425007432699203, + 0.06077146530151367, + 0.03703899681568146 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.028538262471556664 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813722789287567 + ], + "opposite_logprob_tokens": [ + -1.406372308731079 + ], + "logprob_reward": -0.2813722789287567, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813722789287567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022023208439350128, + 0.01222714688628912, + 0.01045159064233303, + 0.01341963466256857, + 0.020789859816432, + 0.7502711415290833, + 0.07487903535366058, + 0.054919272661209106, + 0.020549200475215912, + 0.020469896495342255 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.2813722789287567 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009303532424382865 + ], + "opposite_logprob_tokens": [ + -7.000930309295654 + ], + "logprob_reward": -0.0009303532424382865, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009303532424382865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08122119307518005, + 0.033053718507289886, + 0.046718329191207886, + 0.02906721457839012, + 0.045084889978170395, + 0.6945337057113647, + 0.021453389897942543, + 0.020399488508701324, + 0.016151219606399536, + 0.012316820211708546 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.0009303532424382865 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021997320000082254 + ], + "opposite_logprob_tokens": [ + -6.127199649810791 + ], + "logprob_reward": -0.0021997320000082254, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021997320000082254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029754305258393288, + 0.026677411049604416, + 0.011277621611952782, + 0.014041760936379433, + 0.027285534888505936, + 0.7327910661697388, + 0.05858020856976509, + 0.0492270328104496, + 0.027928302064538002, + 0.02243674173951149 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.0021997320000082254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195652678608894 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195652678608894, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195652678608894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05519722402095795, + 0.02446543052792549, + 0.015283666551113129, + 0.02997882105410099, + 0.03217651695013046, + 0.524296224117279, + 0.09596936404705048, + 0.07431664317846298, + 0.09999474883079529, + 0.04832134023308754 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.014195652678608894 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot shot from a horizontal angle centers on a playful crayon drawing on slightly textured white paper. The painting, rendered in highly saturated, rough-brushed crayons, depicts a simple story: a large, smiling yellow sun hangs high in the sky, beneath a small blue house with a red triangular roof and square windows, and beside it, a waving stick figure. The entire scene exudes an atmosphere of childlike joy. Suddenly, a sharp, sharply defined black shadow pierces the frame from beyond, poking precisely at the center. Immediately, the crayon-textured drawing, like a popped balloon, begins to rapidly sag inward from the point of impact. The once-flat surface of the paper instantly loses its tension, and the sun, house, and stick figure in the painting wrinkle and distort painfully as the image shrinks. The vibrant colors fade and blur, and ultimately, the entire painting collapses like a deflated balloon, shrunken and contracting into a ball, completely losing its original shape and story.", + "seed": 19981, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_6/index_5643_seed_19981_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09836618709377945, + "vlm_logprob": -0.09836618709377945, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.09836618709377945, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023780135437846184 + ], + "opposite_logprob_tokens": [ + -3.898780107498169 + ], + "logprob_reward": -0.023780135437846184, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023780135437846184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11042787879705429, + 0.03847546502947807, + 0.025494858622550964, + 0.021810390055179596, + 0.0625595822930336, + 0.020852938294410706, + 0.034383948892354965, + 0.033369679003953934, + 0.5885154008865356, + 0.06410983949899673 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.023780135437846184 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289358854293823 + ], + "opposite_logprob_tokens": [ + -1.0539358854293823 + ], + "logprob_reward": -0.4289358854293823, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289358854293823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058139413595199585, + 0.030775323510169983, + 0.023564249277114868, + 0.03981295973062515, + 0.03812146559357643, + 0.05938933044672012, + 0.0812147781252861, + 0.05967395380139351, + 0.58021080493927, + 0.02909778617322445 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.4289358854293823 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022128161508589983 + ], + "opposite_logprob_tokens": [ + -6.127213001251221 + ], + "logprob_reward": -0.0022128161508589983, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022128161508589983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09350119531154633, + 0.03181489184498787, + 0.0218778308480978, + 0.020409058779478073, + 0.048703424632549286, + 0.06844652444124222, + 0.25133374333381653, + 0.07463537156581879, + 0.33836275339126587, + 0.05091515928506851 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.0022128161508589983 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197083715349436 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.003197083715349436, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197083715349436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04008634388446808, + 0.01095839124172926, + 0.006291183177381754, + 0.008237943984568119, + 0.007167450617998838, + 0.03632201999425888, + 0.14469878375530243, + 0.06314758956432343, + 0.6501612663269043, + 0.03292905166745186 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.003197083715349436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370501473546028 + ], + "opposite_logprob_tokens": [ + -3.408704996109009 + ], + "logprob_reward": -0.03370501473546028, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370501473546028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.018324363976716995, + 0.017595652490854263, + 0.0062677301466465, + 0.004885286092758179, + 0.020415503531694412, + 0.04492940381169319, + 0.04835713654756546, + 0.032821208238601685, + 0.7831929922103882, + 0.023210737854242325 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.03370501473546028 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot shot from a horizontal angle centers on a playful crayon drawing on slightly textured white paper. The painting, rendered in highly saturated, rough-brushed crayons, depicts a simple story: a large, smiling yellow sun hangs high in the sky, beneath a small blue house with a red triangular roof and square windows, and beside it, a waving stick figure. The entire scene exudes an atmosphere of childlike joy. Suddenly, a sharp, sharply defined black shadow pierces the frame from beyond, poking precisely at the center. Immediately, the crayon-textured drawing, like a popped balloon, begins to rapidly sag inward from the point of impact. The once-flat surface of the paper instantly loses its tension, and the sun, house, and stick figure in the painting wrinkle and distort painfully as the image shrinks. The vibrant colors fade and blur, and ultimately, the entire painting collapses like a deflated balloon, shrunken and contracting into a ball, completely losing its original shape and story.", + "seed": 19982, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_6/index_5643_seed_19982_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15940660827327519, + "vlm_logprob": -0.15940660827327519, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.15940660827327519, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00719491858035326 + ], + "opposite_logprob_tokens": [ + -5.257194995880127 + ], + "logprob_reward": -0.00719491858035326, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00719491858035326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15990233421325684, + 0.05163192003965378, + 0.04303501173853874, + 0.033302150666713715, + 0.19444866478443146, + 0.10774744302034378, + 0.03296523541212082, + 0.12387000024318695, + 0.03725046291947365, + 0.21584677696228027 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.00719491858035326 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578529119491577 + ], + "opposite_logprob_tokens": [ + -0.6328529119491577 + ], + "logprob_reward": -0.7578529119491577, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578529119491577, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12373300641775131, + 0.05582455173134804, + 0.06197889894247055, + 0.029638437554240227, + 0.123665951192379, + 0.20559267699718475, + 0.16181528568267822, + 0.07070473581552505, + 0.09832321852445602, + 0.06872322410345078 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.7578529119491577 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067496877163648605 + ], + "opposite_logprob_tokens": [ + -5.006749629974365 + ], + "logprob_reward": -0.0067496877163648605, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067496877163648605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16003337502479553, + 0.2374483048915863, + 0.06512793153524399, + 0.046498484909534454, + 0.05155796557664871, + 0.18164010345935822, + 0.020688224583864212, + 0.1114056408405304, + 0.057688500732183456, + 0.06791148334741592 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.0067496877163648605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019436056027188897 + ], + "opposite_logprob_tokens": [ + -6.251943588256836 + ], + "logprob_reward": -0.0019436056027188897, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019436056027188897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1536761224269867, + 0.07236764580011368, + 0.03690920025110245, + 0.037834860384464264, + 0.05722618103027344, + 0.07364042103290558, + 0.0658859983086586, + 0.057442277669906616, + 0.10797847807407379, + 0.3370388150215149 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0019436056027188897 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291917517781258 + ], + "opposite_logprob_tokens": [ + -3.773291826248169 + ], + "logprob_reward": -0.023291917517781258, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291917517781258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05917935445904732, + 0.03185053542256355, + 0.05100855231285095, + 0.027031464502215385, + 0.02355594001710415, + 0.038498006761074066, + 0.19703291356563568, + 0.022511251270771027, + 0.08399303257465363, + 0.46533897519111633 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.023291917517781258 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot shot from a horizontal angle centers on a playful crayon drawing on slightly textured white paper. The painting, rendered in highly saturated, rough-brushed crayons, depicts a simple story: a large, smiling yellow sun hangs high in the sky, beneath a small blue house with a red triangular roof and square windows, and beside it, a waving stick figure. The entire scene exudes an atmosphere of childlike joy. Suddenly, a sharp, sharply defined black shadow pierces the frame from beyond, poking precisely at the center. Immediately, the crayon-textured drawing, like a popped balloon, begins to rapidly sag inward from the point of impact. The once-flat surface of the paper instantly loses its tension, and the sun, house, and stick figure in the painting wrinkle and distort painfully as the image shrinks. The vibrant colors fade and blur, and ultimately, the entire painting collapses like a deflated balloon, shrunken and contracting into a ball, completely losing its original shape and story.", + "seed": 19983, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_6/index_5643_seed_19983_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08416642327792942, + "vlm_logprob": -0.08416642327792942, + "vlm_yes_no_margin": 4.049999988079071, + "vlm_token_credit": -0.08416642327792942, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01126948744058609 + ], + "opposite_logprob_tokens": [ + -4.886269569396973 + ], + "logprob_reward": -0.01126948744058609, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.01126948744058609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1379227191209793, + 0.033615995198488235, + 0.04088747873902321, + 0.06511708348989487, + 0.29327192902565, + 0.055336128920316696, + 0.05908459052443504, + 0.0711575299501419, + 0.17166119813919067, + 0.07194528728723526 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.01126948744058609 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31350094079971313 + ], + "opposite_logprob_tokens": [ + -1.3135008811950684 + ], + "logprob_reward": -0.31350094079971313, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31350094079971313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08292371034622192, + 0.03559961915016174, + 0.02969391644001007, + 0.07563026994466782, + 0.21986828744411469, + 0.12586675584316254, + 0.039025235921144485, + 0.04087689518928528, + 0.2703743577003479, + 0.08014096319675446 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.31350094079971313 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010594476480036974 + ], + "opposite_logprob_tokens": [ + -6.876059532165527 + ], + "logprob_reward": -0.0010594476480036974, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010594476480036974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10051851719617844, + 0.01857348531484604, + 0.017216471955180168, + 0.06470879167318344, + 0.2368052452802658, + 0.050709594041109085, + 0.02215055376291275, + 0.05729309469461441, + 0.39817219972610474, + 0.03385201841592789 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.0010594476480036974 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595568772405386 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.00595568772405386, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595568772405386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045752786099910736, + 0.016261888667941093, + 0.01193983107805252, + 0.056565310806035995, + 0.4984019696712494, + 0.13623100519180298, + 0.030964212492108345, + 0.0225753765553236, + 0.13056832551956177, + 0.050739265978336334 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.00595568772405386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a crayon drawing on textured white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and shot from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drawing depict a yellow sun, a blue house with a red triangular roof, and a waving stick figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp black shadow pierce the frame and cause the drawing to rapidly sag inward and wrinkle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drawing eventually collapse into a shrunken ball, losing its original shape and vibrant colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904655277729034 + ], + "opposite_logprob_tokens": [ + -2.4640464782714844 + ], + "logprob_reward": -0.08904655277729034, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904655277729034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04866883158683777, + 0.020544352009892464, + 0.02025735378265381, + 0.05118672177195549, + 0.16663941740989685, + 0.040619321167469025, + 0.06972932815551758, + 0.09994736313819885, + 0.35215848684310913, + 0.1302487850189209 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.08904655277729034 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_7/index_tensor([4977, 4977])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_7/index_tensor([4977, 4977])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1837f4eb72eb054906c0b33dee1bf4e00ab6295c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_7/index_tensor([4977, 4977])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level, full-body shot captures the stunning courtship display of a male golden pheasant, its movements rendered in stunning 8K surreal and clean detail against the silent forest floor. The male, an explosion of saturated color, features a brilliant golden-yellow crown flowing into a metallic green upper back and deep, fiery red chest. With one swift and deliberate movement, he completely surrounds his head with his magnificent mantle—an intricate ruff of light orange feathers, each tipped with a precise black border—forming a perfect, vibrant semicircle, obscuring one eye. He dances in short, intense, rhythmic steps across the damp earth strewn with fallen leaves and moss, his body tilted toward a nearby hen. The hen, a study in her mottled brown camouflage feathers, watches him with a still, observing gesture. The background is a soft-focus tapestry of deep green ferns and dark tree trunks. Dappled sunlight filters through the treetops, capturing the iridescent sheen of the male's plumage and creating an atmosphere of dramatic, focused natural wonder.", + "seed": 16398, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_7/index_4977_seed_16398_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.014417192712426186, + "vlm_logprob": -0.014417192712426186, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.014417192712426186, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013037674129009247 + ], + "opposite_logprob_tokens": [ + -4.51303768157959 + ], + "logprob_reward": -0.013037674129009247, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013037674129009247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26436683535575867, + 0.0953650027513504, + 0.041920967400074005, + 0.04854379966855049, + 0.06092000752687454, + 0.16103994846343994, + 0.07593874633312225, + 0.0964258462190628, + 0.10701484978199005, + 0.04846399277448654 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.013037674129009247 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002504785545170307 + ], + "opposite_logprob_tokens": [ + -6.002504825592041 + ], + "logprob_reward": -0.002504785545170307, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002504785545170307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10752291977405548, + 0.03690195083618164, + 0.04734914377331734, + 0.030703162774443626, + 0.08256358653306961, + 0.5200278162956238, + 0.10369882732629776, + 0.027705447748303413, + 0.014844975434243679, + 0.028682107105851173 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.002504785545170307 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956161767244339 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.005956161767244339, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956161767244339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0988583043217659, + 0.08086571842432022, + 0.032630983740091324, + 0.0501018688082695, + 0.036994751542806625, + 0.5416218638420105, + 0.07931353151798248, + 0.025561142712831497, + 0.03100224770605564, + 0.023049533367156982 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.005956161767244339 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864683002233505 + ], + "opposite_logprob_tokens": [ + -3.048646926879883 + ], + "logprob_reward": -0.04864683002233505, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864683002233505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028414523229002953, + 0.2194652557373047, + 0.013472868129611015, + 0.023090597242116928, + 0.04267960786819458, + 0.5025516748428345, + 0.1306537240743637, + 0.00702172564342618, + 0.019455503672361374, + 0.013194502331316471 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.04864683002233505 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019405120983719826 + ], + "opposite_logprob_tokens": [ + -6.251940727233887 + ], + "logprob_reward": -0.0019405120983719826, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019405120983719826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06428320705890656, + 0.07747567445039749, + 0.021687572821974754, + 0.07236162573099136, + 0.04332863539457321, + 0.5487669110298157, + 0.048486970365047455, + 0.06100813299417496, + 0.03516269847750664, + 0.027438543736934662 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.0019405120983719826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, full-body shot captures the stunning courtship display of a male golden pheasant, its movements rendered in stunning 8K surreal and clean detail against the silent forest floor. The male, an explosion of saturated color, features a brilliant golden-yellow crown flowing into a metallic green upper back and deep, fiery red chest. With one swift and deliberate movement, he completely surrounds his head with his magnificent mantle—an intricate ruff of light orange feathers, each tipped with a precise black border—forming a perfect, vibrant semicircle, obscuring one eye. He dances in short, intense, rhythmic steps across the damp earth strewn with fallen leaves and moss, his body tilted toward a nearby hen. The hen, a study in her mottled brown camouflage feathers, watches him with a still, observing gesture. The background is a soft-focus tapestry of deep green ferns and dark tree trunks. Dappled sunlight filters through the treetops, capturing the iridescent sheen of the male's plumage and creating an atmosphere of dramatic, focused natural wonder.", + "seed": 16399, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_7/index_4977_seed_16399_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030591876013204455, + "vlm_logprob": -0.030591876013204455, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.030591876013204455, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0585961751639843 + ], + "opposite_logprob_tokens": [ + -2.933596134185791 + ], + "logprob_reward": -0.0585961751639843, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0585961751639843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1455184519290924, + 0.09065721929073334, + 0.10335502028465271, + 0.08736608922481537, + 0.10556893050670624, + 0.14710359275341034, + 0.08241694420576096, + 0.027590379118919373, + 0.07114396244287491, + 0.13927936553955078 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.0585961751639843 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002507282653823495 + ], + "opposite_logprob_tokens": [ + -6.002507209777832 + ], + "logprob_reward": -0.002507282653823495, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002507282653823495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14378593862056732, + 0.17326068878173828, + 0.10873274505138397, + 0.18769559264183044, + 0.039515744894742966, + 0.08730073273181915, + 0.02938941866159439, + 0.02045121230185032, + 0.06050650030374527, + 0.14936137199401855 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -0.002507282653823495 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639360148459673 + ], + "opposite_logprob_tokens": [ + -4.882639408111572 + ], + "logprob_reward": -0.007639360148459673, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639360148459673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1549428403377533, + 0.1040954440832138, + 0.09774040430784225, + 0.17804209887981415, + 0.04763662442564964, + 0.09571434557437897, + 0.08262476325035095, + 0.03001827374100685, + 0.0796610563993454, + 0.1295241415500641 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.007639360148459673 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896454632282257 + ], + "opposite_logprob_tokens": [ + -2.5789644718170166 + ], + "logprob_reward": -0.07896454632282257, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896454632282257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11173485964536667, + 0.13652096688747406, + 0.12521277368068695, + 0.4072291851043701, + 0.036514762789011, + 0.04173193871974945, + 0.0408049076795578, + 0.02235044538974762, + 0.03434640169143677, + 0.043553728610277176 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.07896454632282257 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052520157769322395 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.0052520157769322395, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052520157769322395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12210416048765182, + 0.13761761784553528, + 0.0565582737326622, + 0.2701868414878845, + 0.04977818578481674, + 0.18419411778450012, + 0.029584528878331184, + 0.03348565474152565, + 0.05255693197250366, + 0.06393369287252426 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.0052520157769322395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, full-body shot captures the stunning courtship display of a male golden pheasant, its movements rendered in stunning 8K surreal and clean detail against the silent forest floor. The male, an explosion of saturated color, features a brilliant golden-yellow crown flowing into a metallic green upper back and deep, fiery red chest. With one swift and deliberate movement, he completely surrounds his head with his magnificent mantle—an intricate ruff of light orange feathers, each tipped with a precise black border—forming a perfect, vibrant semicircle, obscuring one eye. He dances in short, intense, rhythmic steps across the damp earth strewn with fallen leaves and moss, his body tilted toward a nearby hen. The hen, a study in her mottled brown camouflage feathers, watches him with a still, observing gesture. The background is a soft-focus tapestry of deep green ferns and dark tree trunks. Dappled sunlight filters through the treetops, capturing the iridescent sheen of the male's plumage and creating an atmosphere of dramatic, focused natural wonder.", + "seed": 16400, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_7/index_4977_seed_16400_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.022057745978236197, + "vlm_logprob": -0.022057745978236197, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.022057745978236197, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01928601786494255 + ], + "opposite_logprob_tokens": [ + -4.144286155700684 + ], + "logprob_reward": -0.01928601786494255, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01928601786494255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17890243232250214, + 0.07403246313333511, + 0.1245451420545578, + 0.06606405973434448, + 0.06991134583950043, + 0.18010808527469635, + 0.11845779418945312, + 0.07094618678092957, + 0.05532609298825264, + 0.06170637160539627 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.01928601786494255 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025049042887985706 + ], + "opposite_logprob_tokens": [ + -6.002504825592041 + ], + "logprob_reward": -0.0025049042887985706, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025049042887985706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09352557361125946, + 0.03513592481613159, + 0.06459037959575653, + 0.06358315795660019, + 0.08947890251874924, + 0.5007422566413879, + 0.05807861313223839, + 0.029758263379335403, + 0.038664620369672775, + 0.02644233964383602 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0025049042887985706 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546654790639877 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546654790639877, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546654790639877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.189980149269104, + 0.12384813278913498, + 0.06729768961668015, + 0.10012810677289963, + 0.03692768141627312, + 0.2540678083896637, + 0.08168197423219681, + 0.042862359434366226, + 0.046963777393102646, + 0.056242309510707855 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.012546654790639877 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000458985567093 + ], + "opposite_logprob_tokens": [ + -2.69500470161438 + ], + "logprob_reward": -0.07000458985567093, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000458985567093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17690841853618622, + 0.0631355568766594, + 0.08051156252622604, + 0.1320452243089676, + 0.033973898738622665, + 0.3235026001930237, + 0.04119262844324112, + 0.039817385375499725, + 0.04229741916060448, + 0.0666152834892273 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.07000458985567093 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059465630911290646 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.0059465630911290646, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059465630911290646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2694161832332611, + 0.08993953466415405, + 0.07638458162546158, + 0.04166916385293007, + 0.09412819892168045, + 0.045843347907066345, + 0.03465681150555611, + 0.057977788150310516, + 0.056232843548059464, + 0.23375144600868225 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0059465630911290646 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, full-body shot captures the stunning courtship display of a male golden pheasant, its movements rendered in stunning 8K surreal and clean detail against the silent forest floor. The male, an explosion of saturated color, features a brilliant golden-yellow crown flowing into a metallic green upper back and deep, fiery red chest. With one swift and deliberate movement, he completely surrounds his head with his magnificent mantle—an intricate ruff of light orange feathers, each tipped with a precise black border—forming a perfect, vibrant semicircle, obscuring one eye. He dances in short, intense, rhythmic steps across the damp earth strewn with fallen leaves and moss, his body tilted toward a nearby hen. The hen, a study in her mottled brown camouflage feathers, watches him with a still, observing gesture. The background is a soft-focus tapestry of deep green ferns and dark tree trunks. Dappled sunlight filters through the treetops, capturing the iridescent sheen of the male's plumage and creating an atmosphere of dramatic, focused natural wonder.", + "seed": 16401, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_7/index_4977_seed_16401_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030343657545745372, + "vlm_logprob": -0.030343657545745372, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.030343657545745372, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05718391016125679 + ], + "opposite_logprob_tokens": [ + -2.9321839809417725 + ], + "logprob_reward": -0.05718391016125679, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05718391016125679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1271192580461502, + 0.017490845173597336, + 0.022716963663697243, + 0.567210853099823, + 0.049849994480609894, + 0.021340681239962578, + 0.019748277962207794, + 0.01580161601305008, + 0.024609392508864403, + 0.1341121643781662 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.05718391016125679 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004112240858376026 + ], + "opposite_logprob_tokens": [ + -5.504112243652344 + ], + "logprob_reward": -0.004112240858376026, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004112240858376026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18506678938865662, + 0.0669577494263649, + 0.0697321817278862, + 0.2662484347820282, + 0.042710401117801666, + 0.0773521363735199, + 0.11162913590669632, + 0.036974962800741196, + 0.04083147272467613, + 0.10249675065279007 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.004112240858376026 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643713779747486 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643713779747486, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643713779747486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07258115708827972, + 0.032753005623817444, + 0.040877826511859894, + 0.59718918800354, + 0.06342999637126923, + 0.04259699583053589, + 0.07181014865636826, + 0.01419446337968111, + 0.013819905929267406, + 0.05074736103415489 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.008643713779747486 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896190136671066 + ], + "opposite_logprob_tokens": [ + -2.5789618492126465 + ], + "logprob_reward": -0.07896190136671066, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896190136671066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05509436875581741, + 0.012379145249724388, + 0.05289287492632866, + 0.6135368347167969, + 0.03921246901154518, + 0.01586519554257393, + 0.07248078286647797, + 0.03556935116648674, + 0.0771782323718071, + 0.02579069696366787 + ], + "top_frames": [ + 3, + 8, + 6 + ], + "selected_reward": -0.07896190136671066 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male golden pheasant displaying courtship behavior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the male pheasant have a brilliant golden-yellow crown, metallic green upper back, and deep red chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the male pheasant raise an intricate light orange mantle with black borders to form a semicircle around his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a mottled brown hen visible in the scene watching the male pheasant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of deep green ferns, dark tree trunks, and fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028165215626358986 + ], + "opposite_logprob_tokens": [ + -5.877816677093506 + ], + "logprob_reward": -0.0028165215626358986, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028165215626358986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12309670448303223, + 0.07557301223278046, + 0.08037523925304413, + 0.0918467715382576, + 0.2600594460964203, + 0.06530432403087616, + 0.11707524210214615, + 0.0658765360713005, + 0.02858761139214039, + 0.09220513701438904 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.0028165215626358986 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_8/index_tensor([1906, 1906])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_8/index_tensor([1906, 1906])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..345a5c5fe5ae1e340b37f6cec2578c16e9391295 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_8/index_tensor([1906, 1906])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly elevated close-up meticulously captures a quiet moment of transformation. A lone cube of melting ice rests within a heavy, clear glass partition, resting on a polished, dark countertop. Soft, directed light from an unseen source glints along the ice's damp, rounded edges, illuminating its inner crystalline structure and the delicate condensation on the glass's exterior. At the bottom of the glass, a small amount of perfectly transparent meltwater pools, partially submerging the cube's base. The action unfolds with a deliberate rhythm: as the base erodes, the ice cube begins to slowly tilt, its center of gravity shifting precariously. This slow tilt culminates in a sudden, fluid whirl in the water, causing it to sway gently for a moment before coming to complete stillness in its new orientation, the tiny ripples it created slowly dissipating into stillness. The entire scene is rendered in a cool, minimalist palette, creating an atmosphere of focused tranquility that emphasizes the simple, inevitable physics of melting.", + "seed": 6121, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_8/index_1906_seed_6121_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03376687103882432, + "vlm_logprob": -0.03376687103882432, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.03376687103882432, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006600719876587391 + ], + "opposite_logprob_tokens": [ + -5.381600856781006 + ], + "logprob_reward": -0.006600719876587391, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.006600719876587391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08796380460262299, + 0.056176189333200455, + 0.17521438002586365, + 0.0631035640835762, + 0.075236476957798, + 0.03530216962099075, + 0.22736772894859314, + 0.10326213389635086, + 0.13158561289310455, + 0.044787921011447906 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.006600719876587391 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905920386314392 + ], + "opposite_logprob_tokens": [ + -2.4640591144561768 + ], + "logprob_reward": -0.08905920386314392, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905920386314392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24447794258594513, + 0.0766109824180603, + 0.156507670879364, + 0.10734140872955322, + 0.08167044073343277, + 0.04169539734721184, + 0.08600196987390518, + 0.0712677463889122, + 0.05982710421085358, + 0.07459936290979385 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.08905920386314392 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646076545119286 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008646076545119286, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646076545119286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1213025152683258, + 0.0262883510440588, + 0.14077259600162506, + 0.0995975136756897, + 0.15273898839950562, + 0.06879332661628723, + 0.10141944140195847, + 0.06738785654306412, + 0.1382419615983963, + 0.08345745503902435 + ], + "top_frames": [ + 4, + 2, + 8 + ], + "selected_reward": -0.008646076545119286 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062040217220783234 + ], + "opposite_logprob_tokens": [ + -2.812040328979492 + ], + "logprob_reward": -0.062040217220783234, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062040217220783234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09096315503120422, + 0.030954061076045036, + 0.11974696069955826, + 0.20334164798259735, + 0.180134579539299, + 0.1260557919740677, + 0.04452890157699585, + 0.0596926212310791, + 0.038020845502614975, + 0.10656137764453888 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.062040217220783234 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002488137688487768 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.002488137688487768, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002488137688487768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12329917401075363, + 0.04113076627254486, + 0.25097358226776123, + 0.0929582267999649, + 0.1319451630115509, + 0.07402700930833817, + 0.047487348318099976, + 0.03856302425265312, + 0.05132957175374031, + 0.1482861340045929 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -0.002488137688487768 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly elevated close-up meticulously captures a quiet moment of transformation. A lone cube of melting ice rests within a heavy, clear glass partition, resting on a polished, dark countertop. Soft, directed light from an unseen source glints along the ice's damp, rounded edges, illuminating its inner crystalline structure and the delicate condensation on the glass's exterior. At the bottom of the glass, a small amount of perfectly transparent meltwater pools, partially submerging the cube's base. The action unfolds with a deliberate rhythm: as the base erodes, the ice cube begins to slowly tilt, its center of gravity shifting precariously. This slow tilt culminates in a sudden, fluid whirl in the water, causing it to sway gently for a moment before coming to complete stillness in its new orientation, the tiny ripples it created slowly dissipating into stillness. The entire scene is rendered in a cool, minimalist palette, creating an atmosphere of focused tranquility that emphasizes the simple, inevitable physics of melting.", + "seed": 6122, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_8/index_1906_seed_6122_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05647927448153496, + "vlm_logprob": -0.05647927448153496, + "vlm_yes_no_margin": 3.549999952316284, + "vlm_token_credit": -0.05647927448153496, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020707838237285614 + ], + "opposite_logprob_tokens": [ + -4.020707607269287 + ], + "logprob_reward": -0.020707838237285614, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.020707838237285614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04406871646642685, + 0.13237468898296356, + 0.4981076717376709, + 0.07582376152276993, + 0.05429275706410408, + 0.03704973682761192, + 0.025454729795455933, + 0.017870519310235977, + 0.041023194789886475, + 0.07393420487642288 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.020707838237285614 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.160406693816185 + ], + "opposite_logprob_tokens": [ + -1.9104067087173462 + ], + "logprob_reward": -0.160406693816185, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.160406693816185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02642422914505005, + 0.057161182165145874, + 0.0837872177362442, + 0.0790337398648262, + 0.06249053776264191, + 0.1811947375535965, + 0.2646470069885254, + 0.12834030389785767, + 0.0784384086728096, + 0.03848261013627052 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.160406693816185 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819620095193386 + ], + "opposite_logprob_tokens": [ + -4.018196105957031 + ], + "logprob_reward": -0.01819620095193386, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819620095193386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06812439858913422, + 0.2516900599002838, + 0.0883563756942749, + 0.07244332879781723, + 0.046612516045570374, + 0.26570871472358704, + 0.03861721232533455, + 0.059404633939266205, + 0.06306973844766617, + 0.04597296193242073 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.01819620095193386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898811995983124 + ], + "opposite_logprob_tokens": [ + -2.5789880752563477 + ], + "logprob_reward": -0.07898811995983124, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898811995983124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07616836577653885, + 0.1226046234369278, + 0.11688930541276932, + 0.09803954511880875, + 0.04924435168504715, + 0.09015922248363495, + 0.03734255209565163, + 0.10258408635854721, + 0.17487163841724396, + 0.13209624588489532 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.07898811995983124 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097519442439079 + ], + "opposite_logprob_tokens": [ + -5.5040974617004395 + ], + "logprob_reward": -0.004097519442439079, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097519442439079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15445412695407867, + 0.09676574170589447, + 0.055137865245342255, + 0.01852644793689251, + 0.023501060903072357, + 0.050673384219408035, + 0.23667791485786438, + 0.21391792595386505, + 0.09565979242324829, + 0.054685767740011215 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.004097519442439079 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly elevated close-up meticulously captures a quiet moment of transformation. A lone cube of melting ice rests within a heavy, clear glass partition, resting on a polished, dark countertop. Soft, directed light from an unseen source glints along the ice's damp, rounded edges, illuminating its inner crystalline structure and the delicate condensation on the glass's exterior. At the bottom of the glass, a small amount of perfectly transparent meltwater pools, partially submerging the cube's base. The action unfolds with a deliberate rhythm: as the base erodes, the ice cube begins to slowly tilt, its center of gravity shifting precariously. This slow tilt culminates in a sudden, fluid whirl in the water, causing it to sway gently for a moment before coming to complete stillness in its new orientation, the tiny ripples it created slowly dissipating into stillness. The entire scene is rendered in a cool, minimalist palette, creating an atmosphere of focused tranquility that emphasizes the simple, inevitable physics of melting.", + "seed": 6123, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_8/index_1906_seed_6123_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04939285996370017, + "vlm_logprob": -0.04939285996370017, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.04939285996370017, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006852460093796253 + ], + "opposite_logprob_tokens": [ + -5.381852626800537 + ], + "logprob_reward": -0.006852460093796253, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.006852460093796253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06121189519762993, + 0.1310226023197174, + 0.05914940685033798, + 0.4748946726322174, + 0.05249457806348801, + 0.08477400243282318, + 0.06145279109477997, + 0.03109445795416832, + 0.01748470962047577, + 0.026420865207910538 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.006852460093796253 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16052396595478058 + ], + "opposite_logprob_tokens": [ + -1.9105240106582642 + ], + "logprob_reward": -0.16052396595478058, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16052396595478058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05357353016734123, + 0.05845719948410988, + 0.04877309128642082, + 0.5516673922538757, + 0.16094207763671875, + 0.023447619751095772, + 0.07039198279380798, + 0.009054197929799557, + 0.013186798430979252, + 0.010506127029657364 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.16052396595478058 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953436251729727 + ], + "opposite_logprob_tokens": [ + -5.130953311920166 + ], + "logprob_reward": -0.005953436251729727, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953436251729727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09234289079904556, + 0.04824218153953552, + 0.09306605160236359, + 0.2699708044528961, + 0.21187186241149902, + 0.035703130066394806, + 0.04698914289474487, + 0.049945078790187836, + 0.07917649298906326, + 0.07269246131181717 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.005953436251729727 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700172632932663 + ], + "opposite_logprob_tokens": [ + -2.6950173377990723 + ], + "logprob_reward": -0.0700172632932663, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700172632932663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039394691586494446, + 0.03006785362958908, + 0.049376703798770905, + 0.16326232254505157, + 0.044039640575647354, + 0.13347162306308746, + 0.21123045682907104, + 0.09258987009525299, + 0.1418749839067459, + 0.09469181299209595 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.0700172632932663 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036171742249280214 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.0036171742249280214, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036171742249280214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06834448873996735, + 0.14211039245128632, + 0.030263390392065048, + 0.4330807626247406, + 0.03403284028172493, + 0.03652051463723183, + 0.07681373506784439, + 0.06114334240555763, + 0.05361481010913849, + 0.06407579034566879 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.0036171742249280214 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly elevated close-up meticulously captures a quiet moment of transformation. A lone cube of melting ice rests within a heavy, clear glass partition, resting on a polished, dark countertop. Soft, directed light from an unseen source glints along the ice's damp, rounded edges, illuminating its inner crystalline structure and the delicate condensation on the glass's exterior. At the bottom of the glass, a small amount of perfectly transparent meltwater pools, partially submerging the cube's base. The action unfolds with a deliberate rhythm: as the base erodes, the ice cube begins to slowly tilt, its center of gravity shifting precariously. This slow tilt culminates in a sudden, fluid whirl in the water, causing it to sway gently for a moment before coming to complete stillness in its new orientation, the tiny ripples it created slowly dissipating into stillness. The entire scene is rendered in a cool, minimalist palette, creating an atmosphere of focused tranquility that emphasizes the simple, inevitable physics of melting.", + "seed": 6124, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_8/index_1906_seed_6124_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02911874121055007, + "vlm_logprob": -0.02911874121055007, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.02911874121055007, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012005925178527832 + ], + "opposite_logprob_tokens": [ + -4.637005805969238 + ], + "logprob_reward": -0.012005925178527832, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012005925178527832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05580908805131912, + 0.19075848162174225, + 0.03580021485686302, + 0.01583085209131241, + 0.020345913246273994, + 0.059881482273340225, + 0.4032333493232727, + 0.08264517784118652, + 0.11358372122049332, + 0.02211174927651882 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.012005925178527832 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371354565024376 + ], + "opposite_logprob_tokens": [ + -3.4087135791778564 + ], + "logprob_reward": -0.03371354565024376, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371354565024376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08652516454458237, + 0.17336277663707733, + 0.06137188896536827, + 0.043789125978946686, + 0.08364193886518478, + 0.1507592797279358, + 0.1492718756198883, + 0.09328606724739075, + 0.13050000369548798, + 0.02749193087220192 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.03371354565024376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643949404358864 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.008643949404358864, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643949404358864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049045126885175705, + 0.03142891824245453, + 0.03715921938419342, + 0.015321970917284489, + 0.04561940208077431, + 0.13352443277835846, + 0.11916100233793259, + 0.14469395577907562, + 0.08678293973207474, + 0.3372630178928375 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.008643949404358864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903281390666962 + ], + "opposite_logprob_tokens": [ + -2.4640328884124756 + ], + "logprob_reward": -0.08903281390666962, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903281390666962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04584355652332306, + 0.027507882565259933, + 0.018294304609298706, + 0.024068698287010193, + 0.02100037783384323, + 0.11621415615081787, + 0.22204641997814178, + 0.13779334723949432, + 0.2919430732727051, + 0.09528813511133194 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.08903281390666962 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a lone cube of melting ice visible inside a heavy, clear glass partition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the glass partition resting on a polished, dark countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ice cube slowly tilt as its base erodes, causing its center of gravity to shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tilting ice cube suddenly whirl in the meltwater at the bottom of the glass before coming to stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a cool, minimalist palette with soft, directed light glinting off the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021974719129502773 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.0021974719129502773, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021974719129502773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061433613300323486, + 0.03410401567816734, + 0.044885072857141495, + 0.022262487560510635, + 0.017370518296957016, + 0.09212692081928253, + 0.02003577910363674, + 0.14341771602630615, + 0.3714011609554291, + 0.19296272099018097 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.0021974719129502773 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_9/index_tensor([2931, 2931])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_9/index_tensor([2931, 2931])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4a51672cc069b3cf69433c479f5ffcc5bbb4202f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_9/index_tensor([2931, 2931])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly shaky close-up captures a whimsical scene unfolding from eye level against the sun-drenched, textured black plastic dashboard of a moving car. Two small, fantastical furry creatures, one with fluffy, warm brown fur and the other with creamy white fur speckled with soft gray, engage in a playful tussle. They tumble energetically and roll over each other, their large, black, expressive eyes wide with excitement as they harmlessly slap each other with their soft little paws and gently bite in a joyful mock battle. Bright sunlight streams directly through the front windshield, giving their fur a golden halo and casting sharp, dancing shadows beneath them. Through the clear glass, the vibrant green of the roadside trees and the blue of the sky blur into soft, continuous motion, reinforcing the feeling of a pleasant journey. The warm, saturated color palette and the creatures' joyful antics combine to create an atmosphere that is relaxing, tranquil, and utterly captivating.", + "seed": 19073, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_9/index_2931_seed_19073_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.014444008003920317, + "vlm_logprob": -0.014444008003920317, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.014444008003920317, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0056958990171551704 + ], + "opposite_logprob_tokens": [ + -5.255695819854736 + ], + "logprob_reward": -0.0056958990171551704, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0056958990171551704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05837995931506157, + 0.036488596349954605, + 0.0771108865737915, + 0.10379833728075027, + 0.20809665322303772, + 0.03336097300052643, + 0.06793245673179626, + 0.2805269956588745, + 0.10649712383747101, + 0.027808018028736115 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.0056958990171551704 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032010050490498543 + ], + "opposite_logprob_tokens": [ + -5.753201007843018 + ], + "logprob_reward": -0.0032010050490498543, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032010050490498543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07362700998783112, + 0.07090175151824951, + 0.07920359075069427, + 0.25770822167396545, + 0.25806480646133423, + 0.062459494918584824, + 0.030946973711252213, + 0.07119565457105637, + 0.07469086349010468, + 0.021201658993959427 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.0032010050490498543 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863513633608818 + ], + "opposite_logprob_tokens": [ + -3.048635244369507 + ], + "logprob_reward": -0.04863513633608818, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863513633608818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10715186595916748, + 0.0557304210960865, + 0.1323830485343933, + 0.4264076352119446, + 0.023758282884955406, + 0.06866300106048584, + 0.05050370842218399, + 0.022734345868229866, + 0.060959283262491226, + 0.05170835182070732 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.04863513633608818 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074270121753216 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.011074270121753216, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074270121753216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08316199481487274, + 0.0793161615729332, + 0.060624055564403534, + 0.224069282412529, + 0.08863480389118195, + 0.04535212367773056, + 0.05182002857327461, + 0.20243456959724426, + 0.12531492114067078, + 0.039272140711545944 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.011074270121753216 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036137294955551624 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.0036137294955551624, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036137294955551624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09931012243032455, + 0.050944771617650986, + 0.10742313414812088, + 0.35146504640579224, + 0.03675537928938866, + 0.05829927697777748, + 0.03618616238236427, + 0.09385432302951813, + 0.13862819969654083, + 0.027133559808135033 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.0036137294955551624 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly shaky close-up captures a whimsical scene unfolding from eye level against the sun-drenched, textured black plastic dashboard of a moving car. Two small, fantastical furry creatures, one with fluffy, warm brown fur and the other with creamy white fur speckled with soft gray, engage in a playful tussle. They tumble energetically and roll over each other, their large, black, expressive eyes wide with excitement as they harmlessly slap each other with their soft little paws and gently bite in a joyful mock battle. Bright sunlight streams directly through the front windshield, giving their fur a golden halo and casting sharp, dancing shadows beneath them. Through the clear glass, the vibrant green of the roadside trees and the blue of the sky blur into soft, continuous motion, reinforcing the feeling of a pleasant journey. The warm, saturated color palette and the creatures' joyful antics combine to create an atmosphere that is relaxing, tranquil, and utterly captivating.", + "seed": 19074, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_9/index_2931_seed_19074_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01478416402824223, + "vlm_logprob": -0.01478416402824223, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.01478416402824223, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026612862944602966 + ], + "opposite_logprob_tokens": [ + -3.6516127586364746 + ], + "logprob_reward": -0.026612862944602966, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026612862944602966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06972818076610565, + 0.12509310245513916, + 0.08328668028116226, + 0.06797538697719574, + 0.2351813018321991, + 0.21208921074867249, + 0.08022995293140411, + 0.03304704651236534, + 0.0600462444126606, + 0.03332287445664406 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.026612862944602966 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036251323763281107 + ], + "opposite_logprob_tokens": [ + -5.62862491607666 + ], + "logprob_reward": -0.0036251323763281107, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036251323763281107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1629551351070404, + 0.10153723508119583, + 0.028979556635022163, + 0.03963623195886612, + 0.06620020419359207, + 0.37179291248321533, + 0.05868729576468468, + 0.012764934450387955, + 0.018129738047719002, + 0.13931672275066376 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.0036251323763281107 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029787907376885414 + ], + "opposite_logprob_tokens": [ + -3.529788017272949 + ], + "logprob_reward": -0.029787907376885414, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029787907376885414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13673414289951324, + 0.08838766813278198, + 0.0727636069059372, + 0.15852725505828857, + 0.17818047106266022, + 0.0476376935839653, + 0.08010461926460266, + 0.09060905128717422, + 0.038828302174806595, + 0.10822723060846329 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.029787907376885414 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078395880758762 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.011078395880758762, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078395880758762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0927334800362587, + 0.04075644910335541, + 0.10023001581430435, + 0.08198560774326324, + 0.3825267255306244, + 0.06659429520368576, + 0.06831952184438705, + 0.0521344393491745, + 0.01295751053839922, + 0.10176190733909607 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.011078395880758762 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028165215626358986 + ], + "opposite_logprob_tokens": [ + -5.877816677093506 + ], + "logprob_reward": -0.0028165215626358986, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028165215626358986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12713299691677094, + 0.06997034698724747, + 0.07784388214349747, + 0.04497092217206955, + 0.20743247866630554, + 0.12981441617012024, + 0.11234212666749954, + 0.07684710621833801, + 0.057964518666267395, + 0.09568118304014206 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0028165215626358986 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly shaky close-up captures a whimsical scene unfolding from eye level against the sun-drenched, textured black plastic dashboard of a moving car. Two small, fantastical furry creatures, one with fluffy, warm brown fur and the other with creamy white fur speckled with soft gray, engage in a playful tussle. They tumble energetically and roll over each other, their large, black, expressive eyes wide with excitement as they harmlessly slap each other with their soft little paws and gently bite in a joyful mock battle. Bright sunlight streams directly through the front windshield, giving their fur a golden halo and casting sharp, dancing shadows beneath them. Through the clear glass, the vibrant green of the roadside trees and the blue of the sky blur into soft, continuous motion, reinforcing the feeling of a pleasant journey. The warm, saturated color palette and the creatures' joyful antics combine to create an atmosphere that is relaxing, tranquil, and utterly captivating.", + "seed": 19075, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_9/index_2931_seed_19075_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.026311508333310484, + "vlm_logprob": -0.026311508333310484, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.026311508333310484, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026595335453748703 + ], + "opposite_logprob_tokens": [ + -3.6515953540802 + ], + "logprob_reward": -0.026595335453748703, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026595335453748703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030648954212665558, + 0.056063055992126465, + 0.02770049311220646, + 0.028541142120957375, + 0.03584524244070053, + 0.025162221863865852, + 0.057008061558008194, + 0.026402287185192108, + 0.03680582717061043, + 0.6758226752281189 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.026595335453748703 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003203262807801366 + ], + "opposite_logprob_tokens": [ + -5.753203392028809 + ], + "logprob_reward": -0.003203262807801366, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003203262807801366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02432990074157715, + 0.035389579832553864, + 0.01586182229220867, + 0.0091568473726511, + 0.019369827583432198, + 0.011645164340734482, + 0.030714567750692368, + 0.008218308910727501, + 0.05258356034755707, + 0.7927303314208984 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.003203262807801366 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890224501490593 + ], + "opposite_logprob_tokens": [ + -2.464022397994995 + ], + "logprob_reward": -0.0890224501490593, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890224501490593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04925456643104553, + 0.01992516778409481, + 0.03736644983291626, + 0.016807088628411293, + 0.066268190741539, + 0.027027195319533348, + 0.07666946202516556, + 0.012707185931503773, + 0.0187066737562418, + 0.6752679944038391 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.0890224501490593 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864158570766449 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.00864158570766449, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864158570766449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19065313041210175, + 0.08334323763847351, + 0.10041071474552155, + 0.12536810338497162, + 0.12940949201583862, + 0.04253792390227318, + 0.06270597875118256, + 0.06462310999631882, + 0.05356328934431076, + 0.14738501608371735 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.00864158570766449 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409490754827857 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.00409490754827857, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409490754827857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06966868788003922, + 0.014477851800620556, + 0.027384331449866295, + 0.020032241940498352, + 0.039079450070858, + 0.02426670864224434, + 0.053941864520311356, + 0.013037178665399551, + 0.0180019810795784, + 0.7201096415519714 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.00409490754827857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly shaky close-up captures a whimsical scene unfolding from eye level against the sun-drenched, textured black plastic dashboard of a moving car. Two small, fantastical furry creatures, one with fluffy, warm brown fur and the other with creamy white fur speckled with soft gray, engage in a playful tussle. They tumble energetically and roll over each other, their large, black, expressive eyes wide with excitement as they harmlessly slap each other with their soft little paws and gently bite in a joyful mock battle. Bright sunlight streams directly through the front windshield, giving their fur a golden halo and casting sharp, dancing shadows beneath them. Through the clear glass, the vibrant green of the roadside trees and the blue of the sky blur into soft, continuous motion, reinforcing the feeling of a pleasant journey. The warm, saturated color palette and the creatures' joyful antics combine to create an atmosphere that is relaxing, tranquil, and utterly captivating.", + "seed": 19076, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000083/group_9/index_2931_seed_19076_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013358460506424308, + "vlm_logprob": -0.013358460506424308, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.013358460506424308, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012931063771247864 + ], + "opposite_logprob_tokens": [ + -4.387930870056152 + ], + "logprob_reward": -0.012931063771247864, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012931063771247864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11260313540697098, + 0.07423238456249237, + 0.0848892331123352, + 0.03559526801109314, + 0.17385759949684143, + 0.10140079259872437, + 0.09332019090652466, + 0.048050399869680405, + 0.11318487673997879, + 0.16286613047122955 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.012931063771247864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022093667648732662 + ], + "opposite_logprob_tokens": [ + -6.127209186553955 + ], + "logprob_reward": -0.0022093667648732662, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022093667648732662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2640443444252014, + 0.12223699688911438, + 0.08785643428564072, + 0.06857959181070328, + 0.054797686636447906, + 0.13262417912483215, + 0.04818296805024147, + 0.07301491498947144, + 0.08961766213178635, + 0.059045203030109406 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0022093667648732662 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038086168467998505 + ], + "opposite_logprob_tokens": [ + -3.288086175918579 + ], + "logprob_reward": -0.038086168467998505, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038086168467998505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4532378911972046, + 0.03539988398551941, + 0.07687588036060333, + 0.04310144484043121, + 0.05971851199865341, + 0.050031062215566635, + 0.16606318950653076, + 0.03593934327363968, + 0.02932589314877987, + 0.05030697584152222 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.038086168467998505 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078160256147385 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.011078160256147385, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078160256147385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17944398522377014, + 0.11751813441514969, + 0.08604758977890015, + 0.11693058162927628, + 0.08384337276220322, + 0.12332237511873245, + 0.0816967561841011, + 0.055455539375543594, + 0.05928567051887512, + 0.09645599871873856 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.011078160256147385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two small, furry creatures visible engaging in a playful tussle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one creature covered in fluffy warm brown fur and the other in creamy white fur speckled with soft gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set against the sun-drenched, textured black plastic dashboard of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a static, slightly shaky close-up shot from eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is bright sunlight streaming through the windshield, creating a golden halo on the fur and casting sharp, dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248754327185452 + ], + "opposite_logprob_tokens": [ + -6.002487659454346 + ], + "logprob_reward": -0.00248754327185452, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248754327185452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.275812566280365, + 0.10221322625875473, + 0.0815054178237915, + 0.052820101380348206, + 0.08185658603906631, + 0.10695374011993408, + 0.06144370138645172, + 0.04515652731060982, + 0.12869322299957275, + 0.06354489177465439 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.00248754327185452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_0/index_tensor([3239, 3239])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_0/index_tensor([3239, 3239])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d7bff99ea3f2822e7bec2c2b9b318e21b600dbe2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_0/index_tensor([3239, 3239])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level, medium shot clinically surveys the interior of a vast, biomechanical, Giger-esque chamber, its walls a nightmarish amalgam of vast petrified ribcages and weeping black metal pipes. At the center of the frame, a grotesque rat king lies on a damp, grated industrial floor. This horrific amalgam consists of the carcasses of numerous rats, their gray fur and pale, decaying flesh intertwined with and pierced by a network of smooth, polished black metal sinews that gleam in the cold light. The entire body begins to experience a sickening, hyper-attenuated vibration; a low-frequency, visceral shudder that causes metallic ligaments to creak and individual carcasses to twitch in grotesquely synchronized spasms. The tremors intensify into violent convulsions, the entire body contracting tightly before movement ceases with an abrupt, jarring finality. The creature lapses into an unnatural, frozen silence, a monstrous sculpture of flesh and steel. The scene is lit by harsh, sterile top-down lighting, creating sharp, damp highlights on the creatures’ metallic parts and the polished floor, while casting the depths of the room in deep, inky shadows, reinforcing the cold, detached, and deeply unsettling atmosphere.", + "seed": 18003, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_0/index_3239_seed_18003_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12797251478768884, + "vlm_logprob": -0.12797251478768884, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.12797251478768884, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017784416675567627 + ], + "opposite_logprob_tokens": [ + -4.142784595489502 + ], + "logprob_reward": -0.017784416675567627, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017784416675567627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30518028140068054, + 0.10384822636842728, + 0.07504278421401978, + 0.1631535440683365, + 0.06735078990459442, + 0.04683249071240425, + 0.061138417571783066, + 0.03365354239940643, + 0.07765722274780273, + 0.06614271551370621 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.017784416675567627 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017219253350049257 + ], + "opposite_logprob_tokens": [ + -6.3767218589782715 + ], + "logprob_reward": -0.0017219253350049257, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017219253350049257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1457231193780899, + 0.1868477463722229, + 0.1853177696466446, + 0.12393517047166824, + 0.03208525851368904, + 0.06212330237030983, + 0.04118262231349945, + 0.0683111697435379, + 0.08163773268461227, + 0.07283609360456467 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0017219253350049257 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704606354236603 + ], + "opposite_logprob_tokens": [ + -2.1270461082458496 + ], + "logprob_reward": -0.12704606354236603, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704606354236603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1678287237882614, + 0.04788925498723984, + 0.210288867354393, + 0.30144304037094116, + 0.04578368738293648, + 0.06404340267181396, + 0.0504341721534729, + 0.04725979268550873, + 0.02272447757422924, + 0.042304616421461105 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.12704606354236603 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134259879589081 + ], + "opposite_logprob_tokens": [ + -1.3134260177612305 + ], + "logprob_reward": -0.3134259879589081, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134259879589081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1327962577342987, + 0.10037738084793091, + 0.23587435483932495, + 0.0754217654466629, + 0.06533753871917725, + 0.0737757757306099, + 0.04055663198232651, + 0.06955096125602722, + 0.04741409793496132, + 0.15889516472816467 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.3134259879589081 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798841804265976 + ], + "opposite_logprob_tokens": [ + -1.8048841953277588 + ], + "logprob_reward": -0.1798841804265976, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798841804265976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19622743129730225, + 0.14570274949073792, + 0.18335644900798798, + 0.05049847811460495, + 0.04856756329536438, + 0.12443738430738449, + 0.0643950030207634, + 0.03405795246362686, + 0.12497531622648239, + 0.027781687676906586 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.1798841804265976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, medium shot clinically surveys the interior of a vast, biomechanical, Giger-esque chamber, its walls a nightmarish amalgam of vast petrified ribcages and weeping black metal pipes. At the center of the frame, a grotesque rat king lies on a damp, grated industrial floor. This horrific amalgam consists of the carcasses of numerous rats, their gray fur and pale, decaying flesh intertwined with and pierced by a network of smooth, polished black metal sinews that gleam in the cold light. The entire body begins to experience a sickening, hyper-attenuated vibration; a low-frequency, visceral shudder that causes metallic ligaments to creak and individual carcasses to twitch in grotesquely synchronized spasms. The tremors intensify into violent convulsions, the entire body contracting tightly before movement ceases with an abrupt, jarring finality. The creature lapses into an unnatural, frozen silence, a monstrous sculpture of flesh and steel. The scene is lit by harsh, sterile top-down lighting, creating sharp, damp highlights on the creatures’ metallic parts and the polished floor, while casting the depths of the room in deep, inky shadows, reinforcing the cold, detached, and deeply unsettling atmosphere.", + "seed": 18004, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_0/index_3239_seed_18004_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12403931410517544, + "vlm_logprob": -0.12403931410517544, + "vlm_yes_no_margin": 3.050000023841858, + "vlm_token_credit": -0.12403931410517544, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014255237765610218 + ], + "opposite_logprob_tokens": [ + -4.389255046844482 + ], + "logprob_reward": -0.014255237765610218, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014255237765610218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12602642178535461, + 0.0870048925280571, + 0.28948280215263367, + 0.11585840582847595, + 0.09621746093034744, + 0.05714895576238632, + 0.028309933841228485, + 0.11527308076620102, + 0.027566412463784218, + 0.057111650705337524 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.014255237765610218 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019487215904518962 + ], + "opposite_logprob_tokens": [ + -6.251948833465576 + ], + "logprob_reward": -0.0019487215904518962, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019487215904518962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10305235534906387, + 0.22864730656147003, + 0.13916447758674622, + 0.032911431044340134, + 0.03337227925658226, + 0.0530393049120903, + 0.030831556767225266, + 0.06943632662296295, + 0.20970013737678528, + 0.09984482824802399 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.0019487215904518962 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987750470638275 + ], + "opposite_logprob_tokens": [ + -1.804877519607544 + ], + "logprob_reward": -0.17987750470638275, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987750470638275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09863589704036713, + 0.3783879280090332, + 0.1551540344953537, + 0.04395334795117378, + 0.07507796585559845, + 0.07017374038696289, + 0.02056194841861725, + 0.025039896368980408, + 0.11459708213806152, + 0.01841817982494831 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.17987750470638275 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.281322717666626 + ], + "opposite_logprob_tokens": [ + -1.406322717666626 + ], + "logprob_reward": -0.281322717666626, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.281322717666626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09339293092489243, + 0.14077137410640717, + 0.3804228901863098, + 0.08710496127605438, + 0.034299176186323166, + 0.03523895889520645, + 0.013740941882133484, + 0.07712509483098984, + 0.0788189023733139, + 0.05908476188778877 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.281322717666626 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279238879680634 + ], + "opposite_logprob_tokens": [ + -2.0177924633026123 + ], + "logprob_reward": -0.14279238879680634, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14279238879680634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15525425970554352, + 0.18279126286506653, + 0.12917807698249817, + 0.11304921656847, + 0.04465717077255249, + 0.1232806071639061, + 0.029234211891889572, + 0.07347157597541809, + 0.04494616016745567, + 0.10413742065429688 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.14279238879680634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, medium shot clinically surveys the interior of a vast, biomechanical, Giger-esque chamber, its walls a nightmarish amalgam of vast petrified ribcages and weeping black metal pipes. At the center of the frame, a grotesque rat king lies on a damp, grated industrial floor. This horrific amalgam consists of the carcasses of numerous rats, their gray fur and pale, decaying flesh intertwined with and pierced by a network of smooth, polished black metal sinews that gleam in the cold light. The entire body begins to experience a sickening, hyper-attenuated vibration; a low-frequency, visceral shudder that causes metallic ligaments to creak and individual carcasses to twitch in grotesquely synchronized spasms. The tremors intensify into violent convulsions, the entire body contracting tightly before movement ceases with an abrupt, jarring finality. The creature lapses into an unnatural, frozen silence, a monstrous sculpture of flesh and steel. The scene is lit by harsh, sterile top-down lighting, creating sharp, damp highlights on the creatures’ metallic parts and the polished floor, while casting the depths of the room in deep, inky shadows, reinforcing the cold, detached, and deeply unsettling atmosphere.", + "seed": 18005, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_0/index_3239_seed_18005_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11535122783388943, + "vlm_logprob": -0.11535122783388943, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.11535122783388943, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020664751529693604 + ], + "opposite_logprob_tokens": [ + -4.020664691925049 + ], + "logprob_reward": -0.020664751529693604, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020664751529693604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18679624795913696, + 0.06549712270498276, + 0.06439066678285599, + 0.08771178126335144, + 0.05563100054860115, + 0.047645654529333115, + 0.08823499083518982, + 0.08576884865760803, + 0.26671355962753296, + 0.05161018669605255 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.020664751529693604 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015212640864774585 + ], + "opposite_logprob_tokens": [ + -6.501521110534668 + ], + "logprob_reward": -0.0015212640864774585, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015212640864774585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14403654634952545, + 0.11619281768798828, + 0.05392901971936226, + 0.03794499486684799, + 0.044115617871284485, + 0.07207390666007996, + 0.11054512113332748, + 0.13569070398807526, + 0.16879476606845856, + 0.11667650192975998 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0015212640864774585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129181832075119 + ], + "opposite_logprob_tokens": [ + -2.2379181385040283 + ], + "logprob_reward": -0.1129181832075119, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129181832075119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12286767363548279, + 0.08912456780672073, + 0.08999954909086227, + 0.038728017359972, + 0.04263630136847496, + 0.08498060703277588, + 0.1310805380344391, + 0.14929518103599548, + 0.11496325582265854, + 0.13632431626319885 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.1129181832075119 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2812996804714203 + ], + "opposite_logprob_tokens": [ + -1.4062997102737427 + ], + "logprob_reward": -0.2812996804714203, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2812996804714203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09745105355978012, + 0.1454981565475464, + 0.09324092417955399, + 0.09134374558925629, + 0.028036154806613922, + 0.11483868956565857, + 0.06882072985172272, + 0.13376832008361816, + 0.16138716042041779, + 0.0656149685382843 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.2812996804714203 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035225987434387 + ], + "opposite_logprob_tokens": [ + -1.9103522300720215 + ], + "logprob_reward": -0.16035225987434387, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035225987434387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14432775974273682, + 0.14821502566337585, + 0.06162673234939575, + 0.0738091766834259, + 0.032443705946207047, + 0.1622820645570755, + 0.1380874067544937, + 0.135550394654274, + 0.05346379801630974, + 0.050193898379802704 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.16035225987434387 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, medium shot clinically surveys the interior of a vast, biomechanical, Giger-esque chamber, its walls a nightmarish amalgam of vast petrified ribcages and weeping black metal pipes. At the center of the frame, a grotesque rat king lies on a damp, grated industrial floor. This horrific amalgam consists of the carcasses of numerous rats, their gray fur and pale, decaying flesh intertwined with and pierced by a network of smooth, polished black metal sinews that gleam in the cold light. The entire body begins to experience a sickening, hyper-attenuated vibration; a low-frequency, visceral shudder that causes metallic ligaments to creak and individual carcasses to twitch in grotesquely synchronized spasms. The tremors intensify into violent convulsions, the entire body contracting tightly before movement ceases with an abrupt, jarring finality. The creature lapses into an unnatural, frozen silence, a monstrous sculpture of flesh and steel. The scene is lit by harsh, sterile top-down lighting, creating sharp, damp highlights on the creatures’ metallic parts and the polished floor, while casting the depths of the room in deep, inky shadows, reinforcing the cold, detached, and deeply unsettling atmosphere.", + "seed": 18006, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_0/index_3239_seed_18006_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15548131144605576, + "vlm_logprob": -0.15548131144605576, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.15548131144605576, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02162601612508297 + ], + "opposite_logprob_tokens": [ + -3.8966259956359863 + ], + "logprob_reward": -0.02162601612508297, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02162601612508297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11107661575078964, + 0.10143144428730011, + 0.08229478448629379, + 0.09540508687496185, + 0.07769326120615005, + 0.07140666991472244, + 0.12604980170726776, + 0.12166740000247955, + 0.09846930205821991, + 0.1145055741071701 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.02162601612508297 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001341991825029254 + ], + "opposite_logprob_tokens": [ + -6.626341819763184 + ], + "logprob_reward": -0.001341991825029254, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001341991825029254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12302079796791077, + 0.11313656717538834, + 0.12525682151317596, + 0.07731658965349197, + 0.09349308162927628, + 0.04649987071752548, + 0.07465549558401108, + 0.08514481782913208, + 0.04483514279127121, + 0.21664080023765564 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.001341991825029254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030762851238251 + ], + "opposite_logprob_tokens": [ + -2.3503077030181885 + ], + "logprob_reward": -0.10030762851238251, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030762851238251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12111778557300568, + 0.10754667222499847, + 0.11766067892313004, + 0.17435480654239655, + 0.06247777119278908, + 0.05051666125655174, + 0.05160430446267128, + 0.10050889849662781, + 0.052630648016929626, + 0.16158178448677063 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.10030762851238251 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47425639629364014 + ], + "opposite_logprob_tokens": [ + -0.9742563962936401 + ], + "logprob_reward": -0.47425639629364014, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47425639629364014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07265360653400421, + 0.06639055907726288, + 0.20539461076259613, + 0.2574510872364044, + 0.06345589458942413, + 0.065911203622818, + 0.06379986554384232, + 0.08984711021184921, + 0.052841007709503174, + 0.06225508823990822 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.47425639629364014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast chamber with walls made of petrified ribcages and black metal pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a grotesque creature composed of intertwined rat carcasses and black metal sinews visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature undergo a sequence of vibrating, convulsing, and then freezing into a static state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at eye-level in a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, sterile top-down lighting creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987452447414398 + ], + "opposite_logprob_tokens": [ + -1.8048745393753052 + ], + "logprob_reward": -0.17987452447414398, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987452447414398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.084818534553051, + 0.12473328411579132, + 0.12924371659755707, + 0.10380035638809204, + 0.09269867837429047, + 0.03702639415860176, + 0.18195706605911255, + 0.13590943813323975, + 0.04798303171992302, + 0.061829566955566406 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.17987452447414398 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_1/index_tensor([621, 621])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_1/index_tensor([621, 621])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9964a4c72dd34c0bf022bf663ea99f7dd34c15e4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_1/index_tensor([621, 621])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a vertical, hand-painted image, captured in a medium close-up shot at eye level, an owner's hand, off-screen, slowly and playfully lures a golden Labrador puppy with a bone-shaped biscuit. The puppy's fluffy, warm-gold fur glows softly under the bright, warm, diffuse light. Its large, round, dark eyes gleam with desire, its pupils dilating as the biscuit moves, completely captivated by the treat. Its head sways with precise precision as the light-gold biscuit, delicately held between its fingers, slowly and precisely shifts left and right across the frame. Its pink tongue lolls out, its saliva glistening from the corner of its mouth, its greedy expression both innocent and comical. A warm, softly blurred interior background focuses the attention on this anticipatory interaction. The visual style of the entire picture resembles a classic children's book illustration, with soft lines, saturated colors and a watercolor-like texture. Every detail, from the fluffy feel of the dog's hair to the crispy texture of the biscuits, is vividly depicted, creating an atmosphere that is rich in details, full of childlike fun and warm and healing.", + "seed": 30120, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_1/index_621_seed_30120_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10143176415003836, + "vlm_logprob": -0.10143176415003836, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.10143176415003836, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18193885684013367 + ], + "opposite_logprob_tokens": [ + -1.806938886642456 + ], + "logprob_reward": -0.18193885684013367, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18193885684013367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3721734881401062, + 0.04837450012564659, + 0.20034492015838623, + 0.056080445647239685, + 0.025538256391882896, + 0.072441965341568, + 0.02669241465628147, + 0.036455292254686356, + 0.09579216688871384, + 0.06610656529664993 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.18193885684013367 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032107490114867687 + ], + "opposite_logprob_tokens": [ + -5.753210544586182 + ], + "logprob_reward": -0.0032107490114867687, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032107490114867687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3507486581802368, + 0.034081391990184784, + 0.2009776383638382, + 0.05970945954322815, + 0.03513697162270546, + 0.17756229639053345, + 0.02979084849357605, + 0.029087306931614876, + 0.06143723428249359, + 0.021468153223395348 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.0032107490114867687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31355494260787964 + ], + "opposite_logprob_tokens": [ + -1.3135550022125244 + ], + "logprob_reward": -0.31355494260787964, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31355494260787964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15515755116939545, + 0.10667667537927628, + 0.14709964394569397, + 0.34023553133010864, + 0.041305143386125565, + 0.05659404397010803, + 0.03289749100804329, + 0.02549930475652218, + 0.06845351308584213, + 0.02608107589185238 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.31355494260787964 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742938421666622 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006742938421666622, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742938421666622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26366233825683594, + 0.07214745134115219, + 0.04137817397713661, + 0.05166648328304291, + 0.11856444180011749, + 0.13885149359703064, + 0.09620580822229385, + 0.053177423775196075, + 0.09777475893497467, + 0.06657162308692932 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.006742938421666622 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017113338690251112 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.0017113338690251112, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017113338690251112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21195052564144135, + 0.05257105827331543, + 0.3045474886894226, + 0.09059321880340576, + 0.022524628788232803, + 0.03331340476870537, + 0.01998458057641983, + 0.1640777438879013, + 0.07548823952674866, + 0.0249490886926651 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.0017113338690251112 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a vertical, hand-painted image, captured in a medium close-up shot at eye level, an owner's hand, off-screen, slowly and playfully lures a golden Labrador puppy with a bone-shaped biscuit. The puppy's fluffy, warm-gold fur glows softly under the bright, warm, diffuse light. Its large, round, dark eyes gleam with desire, its pupils dilating as the biscuit moves, completely captivated by the treat. Its head sways with precise precision as the light-gold biscuit, delicately held between its fingers, slowly and precisely shifts left and right across the frame. Its pink tongue lolls out, its saliva glistening from the corner of its mouth, its greedy expression both innocent and comical. A warm, softly blurred interior background focuses the attention on this anticipatory interaction. The visual style of the entire picture resembles a classic children's book illustration, with soft lines, saturated colors and a watercolor-like texture. Every detail, from the fluffy feel of the dog's hair to the crispy texture of the biscuits, is vividly depicted, creating an atmosphere that is rich in details, full of childlike fun and warm and healing.", + "seed": 30121, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_1/index_621_seed_30121_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03548889709636569, + "vlm_logprob": -0.03548889709636569, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.03548889709636569, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1612095683813095 + ], + "opposite_logprob_tokens": [ + -1.9112095832824707 + ], + "logprob_reward": -0.1612095683813095, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1612095683813095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2831871211528778, + 0.156159907579422, + 0.040080100297927856, + 0.030341362580657005, + 0.024383507668972015, + 0.14852456748485565, + 0.07000108063220978, + 0.07708175480365753, + 0.09845967590808868, + 0.0717809647321701 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.1612095683813095 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010519453790038824 + ], + "opposite_logprob_tokens": [ + -6.876051902770996 + ], + "logprob_reward": -0.0010519453790038824, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010519453790038824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2701994478702545, + 0.04472069442272186, + 0.014135440811514854, + 0.011060682125389576, + 0.020137540996074677, + 0.036264386028051376, + 0.5123691558837891, + 0.038476813584566116, + 0.029359182342886925, + 0.02327662706375122 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.0010519453790038824 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067422278225421906 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.0067422278225421906, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067422278225421906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24898183345794678, + 0.02946927770972252, + 0.01410322729498148, + 0.017489707097411156, + 0.017216302454471588, + 0.05785444751381874, + 0.36378782987594604, + 0.0766017958521843, + 0.0922120064496994, + 0.08228354901075363 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.0067422278225421906 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952843930572271 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952843930572271, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952843930572271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07585275918245316, + 0.025994127616286278, + 0.018638284876942635, + 0.012449553236365318, + 0.009550021030008793, + 0.03504097834229469, + 0.6600885987281799, + 0.0981336310505867, + 0.04164335876703262, + 0.022608695551753044 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.005952843930572271 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024878999684005976 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024878999684005976, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024878999684005976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.294625848531723, + 0.0670367181301117, + 0.07090812176465988, + 0.020951488986611366, + 0.03098374418914318, + 0.08387375622987747, + 0.2847422659397125, + 0.06600768864154816, + 0.032835330814123154, + 0.048035044223070145 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.0024878999684005976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a vertical, hand-painted image, captured in a medium close-up shot at eye level, an owner's hand, off-screen, slowly and playfully lures a golden Labrador puppy with a bone-shaped biscuit. The puppy's fluffy, warm-gold fur glows softly under the bright, warm, diffuse light. Its large, round, dark eyes gleam with desire, its pupils dilating as the biscuit moves, completely captivated by the treat. Its head sways with precise precision as the light-gold biscuit, delicately held between its fingers, slowly and precisely shifts left and right across the frame. Its pink tongue lolls out, its saliva glistening from the corner of its mouth, its greedy expression both innocent and comical. A warm, softly blurred interior background focuses the attention on this anticipatory interaction. The visual style of the entire picture resembles a classic children's book illustration, with soft lines, saturated colors and a watercolor-like texture. Every detail, from the fluffy feel of the dog's hair to the crispy texture of the biscuits, is vividly depicted, creating an atmosphere that is rich in details, full of childlike fun and warm and healing.", + "seed": 30122, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_1/index_621_seed_30122_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2681998532731086, + "vlm_logprob": -0.2681998532731086, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.2681998532731086, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3142008781433105 + ], + "opposite_logprob_tokens": [ + -0.31420084834098816 + ], + "logprob_reward": -1.3142008781433105, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3142008781433105, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2643243670463562, + 0.11979638785123825, + 0.09328489005565643, + 0.04767540842294693, + 0.04435807466506958, + 0.05872033163905144, + 0.07815073430538177, + 0.026227803900837898, + 0.12327660620212555, + 0.14418548345565796 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -1.3142008781433105 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013519919011741877 + ], + "opposite_logprob_tokens": [ + -6.626351833343506 + ], + "logprob_reward": -0.0013519919011741877, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013519919011741877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25439488887786865, + 0.0979856476187706, + 0.07959381490945816, + 0.04977716505527496, + 0.04744292050600052, + 0.05804259330034256, + 0.0732424333691597, + 0.03910040482878685, + 0.16128447651863098, + 0.13913559913635254 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0013519919011741877 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007641962729394436 + ], + "opposite_logprob_tokens": [ + -4.882641792297363 + ], + "logprob_reward": -0.007641962729394436, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007641962729394436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19386938214302063, + 0.0875597596168518, + 0.049174852669239044, + 0.036033995449543, + 0.036025382578372955, + 0.06567247211933136, + 0.10376597195863724, + 0.08034148812294006, + 0.20159070193767548, + 0.14596600830554962 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.007641962729394436 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553129345178604 + ], + "opposite_logprob_tokens": [ + -4.3875532150268555 + ], + "logprob_reward": -0.012553129345178604, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553129345178604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.173464834690094, + 0.08487869799137115, + 0.05594540387392044, + 0.034965623170137405, + 0.05202691629528999, + 0.12211164087057114, + 0.06354472786188126, + 0.06289258599281311, + 0.25695282220840454, + 0.09321673959493637 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.012553129345178604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251304246485233 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251304246485233, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251304246485233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23725974559783936, + 0.19231869280338287, + 0.11206789314746857, + 0.038326747715473175, + 0.047320134937763214, + 0.07677002996206284, + 0.07757685333490372, + 0.04217931628227234, + 0.0744023248553276, + 0.10177823156118393 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.005251304246485233 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a vertical, hand-painted image, captured in a medium close-up shot at eye level, an owner's hand, off-screen, slowly and playfully lures a golden Labrador puppy with a bone-shaped biscuit. The puppy's fluffy, warm-gold fur glows softly under the bright, warm, diffuse light. Its large, round, dark eyes gleam with desire, its pupils dilating as the biscuit moves, completely captivated by the treat. Its head sways with precise precision as the light-gold biscuit, delicately held between its fingers, slowly and precisely shifts left and right across the frame. Its pink tongue lolls out, its saliva glistening from the corner of its mouth, its greedy expression both innocent and comical. A warm, softly blurred interior background focuses the attention on this anticipatory interaction. The visual style of the entire picture resembles a classic children's book illustration, with soft lines, saturated colors and a watercolor-like texture. Every detail, from the fluffy feel of the dog's hair to the crispy texture of the biscuits, is vividly depicted, creating an atmosphere that is rich in details, full of childlike fun and warm and healing.", + "seed": 30123, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_1/index_621_seed_30123_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.020465897454414517, + "vlm_logprob": -0.020465897454414517, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.020465897454414517, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08048269152641296 + ], + "opposite_logprob_tokens": [ + -2.5804827213287354 + ], + "logprob_reward": -0.08048269152641296, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08048269152641296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35827958583831787, + 0.14219868183135986, + 0.09249836206436157, + 0.10961079597473145, + 0.05116526037454605, + 0.03525487706065178, + 0.06578326225280762, + 0.03587294742465019, + 0.036814745515584946, + 0.07252153009176254 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.08048269152641296 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009309487068094313 + ], + "opposite_logprob_tokens": [ + -7.0009307861328125 + ], + "logprob_reward": -0.0009309487068094313, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009309487068094313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3075141906738281, + 0.103782057762146, + 0.07809752970933914, + 0.09386702626943588, + 0.07532887905836105, + 0.05036449059844017, + 0.1022174209356308, + 0.03755875676870346, + 0.04959140717983246, + 0.10167832672595978 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0009309487068094313 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978719163686037 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.00978719163686037, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978719163686037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11771738529205322, + 0.149990513920784, + 0.10405890643596649, + 0.059948645532131195, + 0.06972528994083405, + 0.05643608793616295, + 0.08832021802663803, + 0.052781637758016586, + 0.06618998199701309, + 0.2348312884569168 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.00978719163686037 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641350083053112 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.008641350083053112, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641350083053112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2140589952468872, + 0.11349522322416306, + 0.07649797201156616, + 0.048711344599723816, + 0.05327051877975464, + 0.06192317605018616, + 0.10130251199007034, + 0.07740522176027298, + 0.0350879542529583, + 0.21824707090854645 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.008641350083053112 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a vertical, hand-painted image resembling a classic children's book illustration with soft lines and watercolor-like texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a golden Labrador puppy with fluffy, warm-gold fur visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bone-shaped biscuit held by an off-screen hand visible, moving slowly and precisely left and right across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puppy exhibit specific behaviors including swaying its head, having dilating pupils, a lolling pink tongue with glistening saliva, and a greedy expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a medium close-up at eye level with a warm, softly blurred interior background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024873053189367056 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.0024873053189367056, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024873053189367056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1588120311498642, + 0.1240244060754776, + 0.11127805709838867, + 0.06821790337562561, + 0.06801783293485641, + 0.052204083651304245, + 0.11768840253353119, + 0.060523513704538345, + 0.06810785830020905, + 0.1711258888244629 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0024873053189367056 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_10/index_tensor([7127, 7127])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_10/index_tensor([7127, 7127])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8a39394979f33be80270d27b79e175a4e6a2a10b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_10/index_tensor([7127, 7127])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static medium shot captures an athletic woman, her dark hair pulled back into a tight, high ponytail, her body brimming with potential energy. With explosive force, she swings her right arm forward, propelling her entire body upward from a hinged position. The movement is a single, fluid, and powerful motion; her hips thrust forward decisively, lifting the heavy, dark gray kettlebell to chest height. Her face, lightly beaded with sweat, is a mask of pure concentration, her chin lowered, her eyes staring forward. She wears a charcoal gray sports bra and black, high-waisted performance leggings, accentuating her muscular physique. The background is a functional gym, with scattered weights, a dumbbell rack, and various equipment lightly blurred to create a palpable sense of depth. The scene is illuminated by cool, overhead fluorescent lights, casting crisp, well-defined shadows, yet the entire frame takes on a cinematic, slightly grainy look, infusing this moment of raw, focused effort with texture, grit, and an aura of intense power.", + "seed": 12251, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_10/index_7127_seed_12251_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.47086239121854306, + "vlm_logprob": -0.47086239121854306, + "vlm_yes_no_margin": 1.65, + "vlm_token_credit": -0.47086239121854306, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6141762733459473 + ], + "opposite_logprob_tokens": [ + -0.8641762733459473 + ], + "logprob_reward": -0.6141762733459473, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.6141762733459473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24602451920509338, + 0.10337755084037781, + 0.13893304765224457, + 0.02845849096775055, + 0.03724401071667671, + 0.06602072715759277, + 0.06756322085857391, + 0.09713754057884216, + 0.03822994604706764, + 0.1770109236240387 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.6141762733459473 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005756855010986 + ], + "opposite_logprob_tokens": [ + -0.22557570040225983 + ], + "logprob_reward": -1.6005756855010986, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005756855010986, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16080375015735626, + 0.039791133254766464, + 0.09127850085496902, + 0.021009856835007668, + 0.10690518468618393, + 0.04839709773659706, + 0.021781321614980698, + 0.09574320167303085, + 0.028441432863473892, + 0.3858485519886017 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -1.6005756855010986 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.070109061896801 + ], + "opposite_logprob_tokens": [ + -2.6951091289520264 + ], + "logprob_reward": -0.070109061896801, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.070109061896801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14456398785114288, + 0.12915216386318207, + 0.07454963773488998, + 0.10654241591691971, + 0.11033309251070023, + 0.03908399119973183, + 0.04542674869298935, + 0.09942862391471863, + 0.049218837171792984, + 0.20170043408870697 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.070109061896801 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043097540736198425 + ], + "opposite_logprob_tokens": [ + -3.168097496032715 + ], + "logprob_reward": -0.043097540736198425, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043097540736198425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06790497153997421, + 0.05291377753019333, + 0.1225598156452179, + 0.02376418001949787, + 0.071402408182621, + 0.10268138349056244, + 0.010929849930107594, + 0.027489250525832176, + 0.03895396739244461, + 0.48140040040016174 + ], + "top_frames": [ + 9, + 2, + 5 + ], + "selected_reward": -0.043097540736198425 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353394612669945 + ], + "opposite_logprob_tokens": [ + -3.651353359222412 + ], + "logprob_reward": -0.026353394612669945, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353394612669945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15640367567539215, + 0.05552346259355545, + 0.10207726061344147, + 0.10044566541910172, + 0.09006243199110031, + 0.0958988144993782, + 0.029810132458806038, + 0.27553558349609375, + 0.05098356306552887, + 0.04325943440198898 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.026353394612669945 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static medium shot captures an athletic woman, her dark hair pulled back into a tight, high ponytail, her body brimming with potential energy. With explosive force, she swings her right arm forward, propelling her entire body upward from a hinged position. The movement is a single, fluid, and powerful motion; her hips thrust forward decisively, lifting the heavy, dark gray kettlebell to chest height. Her face, lightly beaded with sweat, is a mask of pure concentration, her chin lowered, her eyes staring forward. She wears a charcoal gray sports bra and black, high-waisted performance leggings, accentuating her muscular physique. The background is a functional gym, with scattered weights, a dumbbell rack, and various equipment lightly blurred to create a palpable sense of depth. The scene is illuminated by cool, overhead fluorescent lights, casting crisp, well-defined shadows, yet the entire frame takes on a cinematic, slightly grainy look, infusing this moment of raw, focused effort with texture, grit, and an aura of intense power.", + "seed": 12252, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_10/index_7127_seed_12252_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.536436053365469, + "vlm_logprob": -0.536436053365469, + "vlm_yes_no_margin": 1.3249999761581421, + "vlm_token_credit": -0.536436053365469, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42417287826538086 + ], + "opposite_logprob_tokens": [ + -1.1741728782653809 + ], + "logprob_reward": -0.42417287826538086, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.42417287826538086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1728934645652771, + 0.04258200526237488, + 0.15234217047691345, + 0.15410025417804718, + 0.07783161103725433, + 0.05096215382218361, + 0.2038986086845398, + 0.04827728495001793, + 0.03618153557181358, + 0.06093093380331993 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.42417287826538086 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.0177724361419678 + ], + "opposite_logprob_tokens": [ + -0.1427723467350006 + ], + "logprob_reward": -2.0177724361419678, + "yes_no_margin_reward": -1.8750001192092896, + "token_credit_reward": -2.0177724361419678, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10644109547138214, + 0.057766884565353394, + 0.16631320118904114, + 0.10578694939613342, + 0.0965505912899971, + 0.05784483999013901, + 0.14503079652786255, + 0.05937477573752403, + 0.11976262927055359, + 0.08512826263904572 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -2.0177724361419678 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0891309529542923 + ], + "opposite_logprob_tokens": [ + -2.4641308784484863 + ], + "logprob_reward": -0.0891309529542923, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0891309529542923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13461217284202576, + 0.03853565454483032, + 0.17081958055496216, + 0.04151575639843941, + 0.05614891275763512, + 0.06933055818080902, + 0.3553377389907837, + 0.027671311050653458, + 0.04037441685795784, + 0.06565386056900024 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.0891309529542923 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298856884241104 + ], + "opposite_logprob_tokens": [ + -2.2379884719848633 + ], + "logprob_reward": -0.11298856884241104, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298856884241104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13575568795204163, + 0.03964788839221001, + 0.2761744558811188, + 0.13951851427555084, + 0.037528958171606064, + 0.01907499134540558, + 0.23934291303157806, + 0.020390503108501434, + 0.030272075906395912, + 0.062293943017721176 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.11298856884241104 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811543062329292 + ], + "opposite_logprob_tokens": [ + -3.2881155014038086 + ], + "logprob_reward": -0.03811543062329292, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811543062329292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02609817497432232, + 0.010769272223114967, + 0.28718650341033936, + 0.17788812518119812, + 0.03313561901450157, + 0.0251895971596241, + 0.37676265835762024, + 0.007968307472765446, + 0.014259658753871918, + 0.040742065757513046 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.03811543062329292 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static medium shot captures an athletic woman, her dark hair pulled back into a tight, high ponytail, her body brimming with potential energy. With explosive force, she swings her right arm forward, propelling her entire body upward from a hinged position. The movement is a single, fluid, and powerful motion; her hips thrust forward decisively, lifting the heavy, dark gray kettlebell to chest height. Her face, lightly beaded with sweat, is a mask of pure concentration, her chin lowered, her eyes staring forward. She wears a charcoal gray sports bra and black, high-waisted performance leggings, accentuating her muscular physique. The background is a functional gym, with scattered weights, a dumbbell rack, and various equipment lightly blurred to create a palpable sense of depth. The scene is illuminated by cool, overhead fluorescent lights, casting crisp, well-defined shadows, yet the entire frame takes on a cinematic, slightly grainy look, infusing this moment of raw, focused effort with texture, grit, and an aura of intense power.", + "seed": 12253, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_10/index_7127_seed_12253_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5134108118712902, + "vlm_logprob": -0.5134108118712902, + "vlm_yes_no_margin": 1.375, + "vlm_token_credit": -0.5134108118712902, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5052982568740845 + ], + "opposite_logprob_tokens": [ + -1.0052982568740845 + ], + "logprob_reward": -0.5052982568740845, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.5052982568740845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10418429970741272, + 0.07589667290449142, + 0.07967355847358704, + 0.057283975183963776, + 0.056520216166973114, + 0.026444176211953163, + 0.048818498849868774, + 0.07497359067201614, + 0.43999573588371277, + 0.0362093523144722 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.5052982568740845 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8048670291900635 + ], + "opposite_logprob_tokens": [ + -0.17986704409122467 + ], + "logprob_reward": -1.8048670291900635, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8048670291900635, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.052577756345272064, + 0.02357037179172039, + 0.0410601980984211, + 0.04511893168091774, + 0.03077554702758789, + 0.029001295566558838, + 0.047704823315143585, + 0.03685387596487999, + 0.6453267335891724, + 0.04801046475768089 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -1.8048670291900635 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16047817468643188 + ], + "opposite_logprob_tokens": [ + -1.910478115081787 + ], + "logprob_reward": -0.16047817468643188, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16047817468643188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03884969651699066, + 0.03381909430027008, + 0.04662695154547691, + 0.02660534158349037, + 0.016078736633062363, + 0.01664663851261139, + 0.023204894736409187, + 0.022734034806489944, + 0.7576741576194763, + 0.017760399729013443 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.16047817468643188 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026375222951173782 + ], + "opposite_logprob_tokens": [ + -3.6513752937316895 + ], + "logprob_reward": -0.026375222951173782, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026375222951173782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04911385476589203, + 0.031692858785390854, + 0.5170010328292847, + 0.03154091164469719, + 0.06947926431894302, + 0.035905733704566956, + 0.13769017159938812, + 0.03713385388255119, + 0.06790482252836227, + 0.022537486627697945 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.026375222951173782 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003537565469742 + ], + "opposite_logprob_tokens": [ + -2.695035457611084 + ], + "logprob_reward": -0.07003537565469742, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003537565469742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05573802441358566, + 0.04798586666584015, + 0.07783790677785873, + 0.06654416769742966, + 0.043470870703458786, + 0.0166278425604105, + 0.05490227788686752, + 0.01774398237466812, + 0.59977787733078, + 0.019371191039681435 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.07003537565469742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static medium shot captures an athletic woman, her dark hair pulled back into a tight, high ponytail, her body brimming with potential energy. With explosive force, she swings her right arm forward, propelling her entire body upward from a hinged position. The movement is a single, fluid, and powerful motion; her hips thrust forward decisively, lifting the heavy, dark gray kettlebell to chest height. Her face, lightly beaded with sweat, is a mask of pure concentration, her chin lowered, her eyes staring forward. She wears a charcoal gray sports bra and black, high-waisted performance leggings, accentuating her muscular physique. The background is a functional gym, with scattered weights, a dumbbell rack, and various equipment lightly blurred to create a palpable sense of depth. The scene is illuminated by cool, overhead fluorescent lights, casting crisp, well-defined shadows, yet the entire frame takes on a cinematic, slightly grainy look, infusing this moment of raw, focused effort with texture, grit, and an aura of intense power.", + "seed": 12254, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_10/index_7127_seed_12254_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.5162664905190468, + "vlm_logprob": -0.5162664905190468, + "vlm_yes_no_margin": 1.05, + "vlm_token_credit": -0.5162664905190468, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7357666492462158 + ], + "opposite_logprob_tokens": [ + -0.7357666492462158 + ], + "logprob_reward": -0.7357666492462158, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7357666492462158, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1737496554851532, + 0.13354389369487762, + 0.24665623903274536, + 0.045291341841220856, + 0.07645133137702942, + 0.1179763525724411, + 0.06229690462350845, + 0.0659569725394249, + 0.04112362116575241, + 0.03695359081029892 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.7357666492462158 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020968914031982 + ], + "opposite_logprob_tokens": [ + -0.25209692120552063 + ], + "logprob_reward": -1.5020968914031982, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020968914031982, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10851336270570755, + 0.11742562055587769, + 0.10208536684513092, + 0.1575297862291336, + 0.146207794547081, + 0.054602932184934616, + 0.0911671593785286, + 0.06194113940000534, + 0.09983915090560913, + 0.06068776547908783 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -1.5020968914031982 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16046954691410065 + ], + "opposite_logprob_tokens": [ + -1.9104695320129395 + ], + "logprob_reward": -0.16046954691410065, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16046954691410065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14594700932502747, + 0.06658146530389786, + 0.2635404169559479, + 0.1257861703634262, + 0.033251889050006866, + 0.07066670805215836, + 0.026953326538205147, + 0.14684121310710907, + 0.06666284054517746, + 0.05376901477575302 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.16046954691410065 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296876519918442 + ], + "opposite_logprob_tokens": [ + -2.237968683242798 + ], + "logprob_reward": -0.11296876519918442, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296876519918442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10581023246049881, + 0.2196664959192276, + 0.27684497833251953, + 0.04203735664486885, + 0.036806657910346985, + 0.09402858465909958, + 0.025009453296661377, + 0.07074660807847977, + 0.08649388700723648, + 0.042555682361125946 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.11296876519918442 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing her right arm forward to propel her body upward from a hinged position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a charcoal gray sports bra and black high-waisted performance leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a cinematic, slightly grainy look with cool overhead fluorescent lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003059983253479 + ], + "opposite_logprob_tokens": [ + -2.695030689239502 + ], + "logprob_reward": -0.07003059983253479, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003059983253479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09823421388864517, + 0.08567873388528824, + 0.17654220759868622, + 0.06519424170255661, + 0.06096656247973442, + 0.2515636086463928, + 0.06421686708927155, + 0.02752213552594185, + 0.05245654284954071, + 0.11762488633394241 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.07003059983253479 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_11/index_tensor([8211, 8211])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_11/index_tensor([8211, 8211])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a33fa2fa88d05e73b4ea82cce95b7d0e5551d64d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_11/index_tensor([8211, 8211])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot follows a majestic black horse at full speed along a dusty ancient road. The camera moves in sync with the horse, emphasizing its thunderous speed. Atop his horse, a man in ancient costume, long hair tied in a crown, sits as steady as a mountain. His raven black hair is held high by an exquisite white jade crown, the remaining strands dancing wildly behind him along with his wide, deep teal silk robe in the wind. In a slightly yellowish, retro light, the afterglow of the setting sun casts a warm, timeless hue over the entire image, precisely outlining his resolute facial features—his tightly pursed lips, his straight nose, and his piercing eyes fixed intently ahead. His robe is so intricately textured that even the finest cloud patterns embroidered in gold thread on the flowing hem are visible, fluttering violently with every leap of the horse. The horse's muscles bulge, its glossy coat dripping with beads of sweat, gleaming in the golden light. Its hooves churn, powerfully pawing the ground and stirring up a cloud of dust mixed with gravel. The backdrop, a backdrop of rolling barren hills and sparse, dead trees, appears desolate and vast in the elongated shadows, creating an epic sense of urgency and poignancy, a lone figure dashing toward a fate.", + "seed": 17344, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_11/index_8211_seed_17344_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16096121296286584, + "vlm_logprob": -0.16096121296286584, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.16096121296286584, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2807657718658447 + ], + "opposite_logprob_tokens": [ + -1.5307657718658447 + ], + "logprob_reward": -0.2807657718658447, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2807657718658447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16076985001564026, + 0.03182505816221237, + 0.1964254081249237, + 0.047014813870191574, + 0.1333034485578537, + 0.34759923815727234, + 0.013771849684417248, + 0.022661887109279633, + 0.02625112421810627, + 0.02037731371819973 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.2807657718658447 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908221125602722 + ], + "opposite_logprob_tokens": [ + -2.4640822410583496 + ], + "logprob_reward": -0.08908221125602722, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908221125602722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1741235852241516, + 0.047559577971696854, + 0.08589186519384384, + 0.0586499348282814, + 0.2693885266780853, + 0.07750925421714783, + 0.028002571314573288, + 0.04902564734220505, + 0.1604551523923874, + 0.049393825232982635 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.08908221125602722 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38706886768341064 + ], + "opposite_logprob_tokens": [ + -1.1370688676834106 + ], + "logprob_reward": -0.38706886768341064, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38706886768341064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21717941761016846, + 0.028697693720459938, + 0.07748421281576157, + 0.10642842203378677, + 0.18143215775489807, + 0.0858360081911087, + 0.058024343103170395, + 0.045225877314805984, + 0.15188896656036377, + 0.04780292510986328 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.38706886768341064 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199413359165192 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199413359165192, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199413359165192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3237411677837372, + 0.0650523379445076, + 0.2292937934398651, + 0.09498769789934158, + 0.1271774172782898, + 0.0350952111184597, + 0.050810009241104126, + 0.01628103479743004, + 0.025110440328717232, + 0.03245090693235397 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.014199413359165192 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368980064988136 + ], + "opposite_logprob_tokens": [ + -3.4086897373199463 + ], + "logprob_reward": -0.03368980064988136, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368980064988136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3566235899925232, + 0.05223037675023079, + 0.13959699869155884, + 0.05621685832738876, + 0.062390007078647614, + 0.19551126658916473, + 0.06485318392515182, + 0.028149830177426338, + 0.021487263962626457, + 0.022940583527088165 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.03368980064988136 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a majestic black horse at full speed along a dusty ancient road. The camera moves in sync with the horse, emphasizing its thunderous speed. Atop his horse, a man in ancient costume, long hair tied in a crown, sits as steady as a mountain. His raven black hair is held high by an exquisite white jade crown, the remaining strands dancing wildly behind him along with his wide, deep teal silk robe in the wind. In a slightly yellowish, retro light, the afterglow of the setting sun casts a warm, timeless hue over the entire image, precisely outlining his resolute facial features—his tightly pursed lips, his straight nose, and his piercing eyes fixed intently ahead. His robe is so intricately textured that even the finest cloud patterns embroidered in gold thread on the flowing hem are visible, fluttering violently with every leap of the horse. The horse's muscles bulge, its glossy coat dripping with beads of sweat, gleaming in the golden light. Its hooves churn, powerfully pawing the ground and stirring up a cloud of dust mixed with gravel. The backdrop, a backdrop of rolling barren hills and sparse, dead trees, appears desolate and vast in the elongated shadows, creating an epic sense of urgency and poignancy, a lone figure dashing toward a fate.", + "seed": 17345, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_11/index_8211_seed_17345_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16627938877791165, + "vlm_logprob": -0.16627938877791165, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.16627938877791165, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17479248344898224 + ], + "opposite_logprob_tokens": [ + -1.9247925281524658 + ], + "logprob_reward": -0.17479248344898224, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.17479248344898224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.296268105506897, + 0.05188621208071709, + 0.11392801254987717, + 0.04269348084926605, + 0.033463068306446075, + 0.04292745888233185, + 0.025170812383294106, + 0.02446613274514675, + 0.2611229121685028, + 0.10807379335165024 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.17479248344898224 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029827479273080826 + ], + "opposite_logprob_tokens": [ + -3.52982759475708 + ], + "logprob_reward": -0.029827479273080826, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029827479273080826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3470652997493744, + 0.12000077217817307, + 0.039364252239465714, + 0.04559876769781113, + 0.09831232577562332, + 0.058403268456459045, + 0.025983568280935287, + 0.04514261707663536, + 0.18434810638427734, + 0.03578102961182594 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.029827479273080826 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576143741607666 + ], + "opposite_logprob_tokens": [ + -0.826143741607666 + ], + "logprob_reward": -0.576143741607666, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576143741607666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14300315082073212, + 0.09687492251396179, + 0.0800132155418396, + 0.0674026608467102, + 0.03522777557373047, + 0.14283528923988342, + 0.047063957899808884, + 0.07049626111984253, + 0.27730509638786316, + 0.039777692407369614 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.576143741607666 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038101889193058014 + ], + "opposite_logprob_tokens": [ + -3.2881019115448 + ], + "logprob_reward": -0.038101889193058014, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038101889193058014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20094725489616394, + 0.02973015420138836, + 0.04698793217539787, + 0.07125978916883469, + 0.054568812251091, + 0.03432142734527588, + 0.028440838679671288, + 0.05770280957221985, + 0.41689684987068176, + 0.05914407968521118 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.038101889193058014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531350366771221 + ], + "opposite_logprob_tokens": [ + -4.387531280517578 + ], + "logprob_reward": -0.012531350366771221, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531350366771221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13626410067081451, + 0.06858983635902405, + 0.037506308406591415, + 0.034046877175569534, + 0.056170448660850525, + 0.04700177162885666, + 0.02717376872897148, + 0.057403381913900375, + 0.44273829460144043, + 0.0931052565574646 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.012531350366771221 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a majestic black horse at full speed along a dusty ancient road. The camera moves in sync with the horse, emphasizing its thunderous speed. Atop his horse, a man in ancient costume, long hair tied in a crown, sits as steady as a mountain. His raven black hair is held high by an exquisite white jade crown, the remaining strands dancing wildly behind him along with his wide, deep teal silk robe in the wind. In a slightly yellowish, retro light, the afterglow of the setting sun casts a warm, timeless hue over the entire image, precisely outlining his resolute facial features—his tightly pursed lips, his straight nose, and his piercing eyes fixed intently ahead. His robe is so intricately textured that even the finest cloud patterns embroidered in gold thread on the flowing hem are visible, fluttering violently with every leap of the horse. The horse's muscles bulge, its glossy coat dripping with beads of sweat, gleaming in the golden light. Its hooves churn, powerfully pawing the ground and stirring up a cloud of dust mixed with gravel. The backdrop, a backdrop of rolling barren hills and sparse, dead trees, appears desolate and vast in the elongated shadows, creating an epic sense of urgency and poignancy, a lone figure dashing toward a fate.", + "seed": 17346, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_11/index_8211_seed_17346_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08328497614711523, + "vlm_logprob": -0.08328497614711523, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.08328497614711523, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21945615112781525 + ], + "opposite_logprob_tokens": [ + -1.7194561958312988 + ], + "logprob_reward": -0.21945615112781525, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21945615112781525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3034418225288391, + 0.04179641231894493, + 0.028143784031271935, + 0.04092883691191673, + 0.4210250973701477, + 0.03125620260834694, + 0.043323587626218796, + 0.03302803263068199, + 0.039961885660886765, + 0.017094414681196213 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.21945615112781525 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043090805411338806 + ], + "opposite_logprob_tokens": [ + -3.1680908203125 + ], + "logprob_reward": -0.043090805411338806, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043090805411338806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4131307601928711, + 0.06018413230776787, + 0.16855640709400177, + 0.029133595526218414, + 0.10857507586479187, + 0.12910737097263336, + 0.01971755549311638, + 0.020672377198934555, + 0.033097438514232635, + 0.017825299873948097 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.043090805411338806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270560324192047 + ], + "opposite_logprob_tokens": [ + -2.127056121826172 + ], + "logprob_reward": -0.1270560324192047, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270560324192047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5851112008094788, + 0.03805769979953766, + 0.02429550141096115, + 0.025518812239170074, + 0.1946941465139389, + 0.030220594257116318, + 0.011863560415804386, + 0.03821549192070961, + 0.02567378617823124, + 0.02634916827082634 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.1270560324192047 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189996480941772 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.018189996480941772, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189996480941772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5734188556671143, + 0.2072998583316803, + 0.021596910431981087, + 0.01610545441508293, + 0.0913255363702774, + 0.019380629062652588, + 0.013395329937338829, + 0.031500350683927536, + 0.00776364840567112, + 0.01821335032582283 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.018189996480941772 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631895296275616 + ], + "opposite_logprob_tokens": [ + -4.758631706237793 + ], + "logprob_reward": -0.008631895296275616, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631895296275616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6308159232139587, + 0.03804345801472664, + 0.059940505772829056, + 0.027895523235201836, + 0.1614057421684265, + 0.0097404345870018, + 0.012643919326364994, + 0.03691418468952179, + 0.006509471219033003, + 0.01609082520008087 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.008631895296275616 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a majestic black horse at full speed along a dusty ancient road. The camera moves in sync with the horse, emphasizing its thunderous speed. Atop his horse, a man in ancient costume, long hair tied in a crown, sits as steady as a mountain. His raven black hair is held high by an exquisite white jade crown, the remaining strands dancing wildly behind him along with his wide, deep teal silk robe in the wind. In a slightly yellowish, retro light, the afterglow of the setting sun casts a warm, timeless hue over the entire image, precisely outlining his resolute facial features—his tightly pursed lips, his straight nose, and his piercing eyes fixed intently ahead. His robe is so intricately textured that even the finest cloud patterns embroidered in gold thread on the flowing hem are visible, fluttering violently with every leap of the horse. The horse's muscles bulge, its glossy coat dripping with beads of sweat, gleaming in the golden light. Its hooves churn, powerfully pawing the ground and stirring up a cloud of dust mixed with gravel. The backdrop, a backdrop of rolling barren hills and sparse, dead trees, appears desolate and vast in the elongated shadows, creating an epic sense of urgency and poignancy, a lone figure dashing toward a fate.", + "seed": 17347, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_11/index_8211_seed_17347_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05360052790492773, + "vlm_logprob": -0.05360052790492773, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.05360052790492773, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13212281465530396 + ], + "opposite_logprob_tokens": [ + -2.257122755050659 + ], + "logprob_reward": -0.13212281465530396, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.13212281465530396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11177562177181244, + 0.0888061448931694, + 0.04347066953778267, + 0.10750377923250198, + 0.03711134195327759, + 0.03792150318622589, + 0.47857150435447693, + 0.02306029014289379, + 0.04548037424683571, + 0.026298731565475464 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.13212281465530396 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048683393746614456 + ], + "opposite_logprob_tokens": [ + -3.0486834049224854 + ], + "logprob_reward": -0.048683393746614456, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048683393746614456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0968170240521431, + 0.16433420777320862, + 0.07403646409511566, + 0.060910943895578384, + 0.047994762659072876, + 0.02603078819811344, + 0.20378883183002472, + 0.2489517629146576, + 0.055329736322164536, + 0.02180546708405018 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.048683393746614456 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002604007720947 + ], + "opposite_logprob_tokens": [ + -2.69502592086792 + ], + "logprob_reward": -0.07002604007720947, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002604007720947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33061063289642334, + 0.10363330692052841, + 0.0328122079372406, + 0.15092818439006805, + 0.028297940269112587, + 0.025043796747922897, + 0.22685499489307404, + 0.050795454531908035, + 0.033074136823415756, + 0.01794930174946785 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.07002604007720947 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253888476639986 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.01253888476639986, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253888476639986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08367010205984116, + 0.07032088190317154, + 0.03562502935528755, + 0.09549607336521149, + 0.10478969663381577, + 0.2828059196472168, + 0.2587030529975891, + 0.02844109572470188, + 0.023212367668747902, + 0.01693577691912651 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.01253888476639986 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing an ancient costume with a white jade crown and a teal silk robe riding a black horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse moving at full speed, causing dust and gravel to churn up from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting yellowish and retro, simulating the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling barren hills and sparse dead trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046315062791109085 + ], + "opposite_logprob_tokens": [ + -5.379631519317627 + ], + "logprob_reward": -0.0046315062791109085, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046315062791109085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4385434091091156, + 0.11321550607681274, + 0.04756409302353859, + 0.04993344098329544, + 0.02526434138417244, + 0.13013608753681183, + 0.07503237575292587, + 0.04320419952273369, + 0.029251696541905403, + 0.04785485193133354 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0046315062791109085 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_12/index_tensor([8425, 8425])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_12/index_tensor([8425, 8425])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..64c0c1d2ad9532671e765cb0b0451a5ac5517099 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_12/index_tensor([8425, 8425])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The shot begins with a high-angle perspective, piercing the churning belly of a stormy sky filled with scarred charcoal-gray and deep purple clouds, roiling with unspoken fury. As the camera executes a slow, deliberate crane descent, a magnificent Gothic mansion gradually emerges, its jagged spires and towers first tearing through the low-hanging mist. The building looms, constructed of dark, weathered stone mortar, threatened by the rain, its walls partially devoured by creeping, dark-green ivy. Tall lancet windows, like hollow eyes, stare out from the facade, their blackened glass reflecting the turbulent sky, while eerie-faced stone gargoyles perch on the ledges, frozen in silent screams. The camera continues its descent, gliding smoothly across the imposing facade, ultimately landing at a low angle at the manor's ornate front gate, a towering masterpiece of black wrought iron twisted into intricate patterns of thorns, vines, and skeletons, its surface revealing a rust-colored decay. The entire scene is bathed in the cold, dim light of an impending storm, punctuated by occasional bursts of silent, sheet lightning that briefly cast harsh shadows and illuminate the textures of the damp stone, creating an atmosphere thick with foreboding, decaying grandeur, and a profound sense of isolation.", + "seed": 9541, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_12/index_8425_seed_9541_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.00619038688018918, + "vlm_logprob": -0.00619038688018918, + "vlm_yes_no_margin": 5.225, + "vlm_token_credit": -0.00619038688018918, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00231879111379385 + ], + "opposite_logprob_tokens": [ + -6.252318859100342 + ], + "logprob_reward": -0.00231879111379385, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.00231879111379385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09868672490119934, + 0.044483885169029236, + 0.0426604226231575, + 0.11685049533843994, + 0.11287125200033188, + 0.12612415850162506, + 0.041852883994579315, + 0.17452947795391083, + 0.045452188700437546, + 0.19648846983909607 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.00231879111379385 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737846881151199 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.006737846881151199, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737846881151199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07981257140636444, + 0.04663373902440071, + 0.03839659318327904, + 0.047776591032743454, + 0.07615276426076889, + 0.0715772807598114, + 0.022564556449651718, + 0.20496244728565216, + 0.35712185502052307, + 0.055001627653837204 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.006737846881151199 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004631743300706148 + ], + "opposite_logprob_tokens": [ + -5.379631519317627 + ], + "logprob_reward": -0.004631743300706148, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004631743300706148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14531391859054565, + 0.04748023301362991, + 0.04167637974023819, + 0.10471587628126144, + 0.09417853504419327, + 0.18986046314239502, + 0.022955721244215965, + 0.1028580293059349, + 0.10723371058702469, + 0.143727108836174 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.004631743300706148 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635913021862507 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.008635913021862507, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635913021862507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19956938922405243, + 0.04596487805247307, + 0.04188583791255951, + 0.045186180621385574, + 0.06578805297613144, + 0.21828262507915497, + 0.07764728367328644, + 0.10664168000221252, + 0.07207448780536652, + 0.1269596368074417 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.008635913021862507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008627640083432198 + ], + "opposite_logprob_tokens": [ + -4.758627414703369 + ], + "logprob_reward": -0.008627640083432198, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008627640083432198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10783363878726959, + 0.06171390786767006, + 0.027441734448075294, + 0.03327436000108719, + 0.1524764895439148, + 0.02958107367157936, + 0.0286717526614666, + 0.16655279695987701, + 0.0815981775522232, + 0.31085607409477234 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.008627640083432198 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The shot begins with a high-angle perspective, piercing the churning belly of a stormy sky filled with scarred charcoal-gray and deep purple clouds, roiling with unspoken fury. As the camera executes a slow, deliberate crane descent, a magnificent Gothic mansion gradually emerges, its jagged spires and towers first tearing through the low-hanging mist. The building looms, constructed of dark, weathered stone mortar, threatened by the rain, its walls partially devoured by creeping, dark-green ivy. Tall lancet windows, like hollow eyes, stare out from the facade, their blackened glass reflecting the turbulent sky, while eerie-faced stone gargoyles perch on the ledges, frozen in silent screams. The camera continues its descent, gliding smoothly across the imposing facade, ultimately landing at a low angle at the manor's ornate front gate, a towering masterpiece of black wrought iron twisted into intricate patterns of thorns, vines, and skeletons, its surface revealing a rust-colored decay. The entire scene is bathed in the cold, dim light of an impending storm, punctuated by occasional bursts of silent, sheet lightning that briefly cast harsh shadows and illuminate the textures of the damp stone, creating an atmosphere thick with foreboding, decaying grandeur, and a profound sense of isolation.", + "seed": 9542, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_12/index_8425_seed_9542_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.042110915295779705, + "vlm_logprob": -0.042110915295779705, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.042110915295779705, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062251389026641846 + ], + "opposite_logprob_tokens": [ + -2.812251329421997 + ], + "logprob_reward": -0.062251389026641846, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062251389026641846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19520303606987, + 0.06252748519182205, + 0.10423602908849716, + 0.12664753198623657, + 0.15579397976398468, + 0.08876233547925949, + 0.06244220212101936, + 0.08184298127889633, + 0.09350477159023285, + 0.029039738699793816 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.062251389026641846 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330601029098034 + ], + "opposite_logprob_tokens": [ + -3.773305892944336 + ], + "logprob_reward": -0.02330601029098034, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330601029098034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33625298738479614, + 0.03304120898246765, + 0.0767708346247673, + 0.05415980517864227, + 0.05306653305888176, + 0.07710757106542587, + 0.07914076000452042, + 0.17444856464862823, + 0.07295247167348862, + 0.04305926710367203 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.02330601029098034 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863721314817667 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.00863721314817667, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863721314817667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4949098825454712, + 0.06793471425771713, + 0.08373048901557922, + 0.12190902978181839, + 0.04900495335459709, + 0.04032111540436745, + 0.019846107810735703, + 0.01887512020766735, + 0.05464893952012062, + 0.04881966486573219 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.00863721314817667 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072824597358704 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.016072824597358704, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072824597358704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20879240334033966, + 0.09207531809806824, + 0.07088189572095871, + 0.15624184906482697, + 0.14506784081459045, + 0.1455158293247223, + 0.06710641086101532, + 0.034241046756505966, + 0.047613613307476044, + 0.032463833689689636 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.016072824597358704 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028713941574097 + ], + "opposite_logprob_tokens": [ + -2.3502871990203857 + ], + "logprob_reward": -0.10028713941574097, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028713941574097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4018898606300354, + 0.054935939610004425, + 0.02918051928281784, + 0.12887683510780334, + 0.05075211822986603, + 0.04145808890461922, + 0.06695342063903809, + 0.08698058873414993, + 0.09565074741840363, + 0.043321941047906876 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.10028713941574097 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The shot begins with a high-angle perspective, piercing the churning belly of a stormy sky filled with scarred charcoal-gray and deep purple clouds, roiling with unspoken fury. As the camera executes a slow, deliberate crane descent, a magnificent Gothic mansion gradually emerges, its jagged spires and towers first tearing through the low-hanging mist. The building looms, constructed of dark, weathered stone mortar, threatened by the rain, its walls partially devoured by creeping, dark-green ivy. Tall lancet windows, like hollow eyes, stare out from the facade, their blackened glass reflecting the turbulent sky, while eerie-faced stone gargoyles perch on the ledges, frozen in silent screams. The camera continues its descent, gliding smoothly across the imposing facade, ultimately landing at a low angle at the manor's ornate front gate, a towering masterpiece of black wrought iron twisted into intricate patterns of thorns, vines, and skeletons, its surface revealing a rust-colored decay. The entire scene is bathed in the cold, dim light of an impending storm, punctuated by occasional bursts of silent, sheet lightning that briefly cast harsh shadows and illuminate the textures of the damp stone, creating an atmosphere thick with foreboding, decaying grandeur, and a profound sense of isolation.", + "seed": 9543, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_12/index_8425_seed_9543_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.007921605696901679, + "vlm_logprob": -0.007921605696901679, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.007921605696901679, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007917331531643867 + ], + "opposite_logprob_tokens": [ + -4.882917404174805 + ], + "logprob_reward": -0.007917331531643867, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007917331531643867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21520540118217468, + 0.08883719146251678, + 0.09358786791563034, + 0.1805703192949295, + 0.059591490775346756, + 0.11026483029127121, + 0.09768536686897278, + 0.04704393818974495, + 0.06331350654363632, + 0.04390009865164757 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.007917331531643867 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107780635356903 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.01107780635356903, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107780635356903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06904963403940201, + 0.10341111570596695, + 0.13762028515338898, + 0.07458805292844772, + 0.016936451196670532, + 0.06505902856588364, + 0.019654180854558945, + 0.07410117238759995, + 0.3919670283794403, + 0.047612983733415604 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.01107780635356903 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028140253853052855 + ], + "opposite_logprob_tokens": [ + -5.877813816070557 + ], + "logprob_reward": -0.0028140253853052855, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028140253853052855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21545414626598358, + 0.46904686093330383, + 0.05167394503951073, + 0.06479582190513611, + 0.028996307402849197, + 0.03062206506729126, + 0.03517559543251991, + 0.020004821941256523, + 0.049408189952373505, + 0.034822285175323486 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0028140253853052855 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107191201299429 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.01107191201299429, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107191201299429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0945313572883606, + 0.08117085695266724, + 0.35625991225242615, + 0.0374014675617218, + 0.013040432706475258, + 0.051694612950086594, + 0.057697080075740814, + 0.06831017881631851, + 0.1972016543149948, + 0.04269237443804741 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.01107191201299429 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006726953200995922 + ], + "opposite_logprob_tokens": [ + -5.0067267417907715 + ], + "logprob_reward": -0.006726953200995922, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006726953200995922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07993161678314209, + 0.05450400710105896, + 0.07692015916109085, + 0.019681045785546303, + 0.02453804202377796, + 0.07143480330705643, + 0.030067188665270805, + 0.03914695978164673, + 0.30627408623695374, + 0.2975020706653595 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.006726953200995922 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The shot begins with a high-angle perspective, piercing the churning belly of a stormy sky filled with scarred charcoal-gray and deep purple clouds, roiling with unspoken fury. As the camera executes a slow, deliberate crane descent, a magnificent Gothic mansion gradually emerges, its jagged spires and towers first tearing through the low-hanging mist. The building looms, constructed of dark, weathered stone mortar, threatened by the rain, its walls partially devoured by creeping, dark-green ivy. Tall lancet windows, like hollow eyes, stare out from the facade, their blackened glass reflecting the turbulent sky, while eerie-faced stone gargoyles perch on the ledges, frozen in silent screams. The camera continues its descent, gliding smoothly across the imposing facade, ultimately landing at a low angle at the manor's ornate front gate, a towering masterpiece of black wrought iron twisted into intricate patterns of thorns, vines, and skeletons, its surface revealing a rust-colored decay. The entire scene is bathed in the cold, dim light of an impending storm, punctuated by occasional bursts of silent, sheet lightning that briefly cast harsh shadows and illuminate the textures of the damp stone, creating an atmosphere thick with foreboding, decaying grandeur, and a profound sense of isolation.", + "seed": 9544, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_12/index_8425_seed_9544_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.008810972329229116, + "vlm_logprob": -0.008810972329229116, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.008810972329229116, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01452174223959446 + ], + "opposite_logprob_tokens": [ + -4.264521598815918 + ], + "logprob_reward": -0.01452174223959446, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01452174223959446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17486542463302612, + 0.104887954890728, + 0.08473565429449081, + 0.08167260885238647, + 0.03984802961349487, + 0.08400117605924606, + 0.044817954301834106, + 0.15458805859088898, + 0.0853751003742218, + 0.14520800113677979 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.01452174223959446 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641703985631466 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.008641703985631466, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641703985631466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1543184518814087, + 0.10391505062580109, + 0.06550227105617523, + 0.03919055685400963, + 0.08732719719409943, + 0.048728927969932556, + 0.045413192361593246, + 0.09469763934612274, + 0.20994174480438232, + 0.15096496045589447 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.008641703985631466 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633879289031029 + ], + "opposite_logprob_tokens": [ + -5.379633903503418 + ], + "logprob_reward": -0.004633879289031029, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633879289031029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18216316401958466, + 0.16187646985054016, + 0.14221090078353882, + 0.06554656475782394, + 0.1131633073091507, + 0.07559185475111008, + 0.05432836338877678, + 0.04206711798906326, + 0.08763811737298965, + 0.07541412115097046 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.004633879289031029 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630132604390383 + ], + "opposite_logprob_tokens": [ + -4.882630348205566 + ], + "logprob_reward": -0.007630132604390383, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630132604390383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3560575842857361, + 0.16760113835334778, + 0.048976507037878036, + 0.029978279024362564, + 0.13202029466629028, + 0.04225512966513634, + 0.0478808730840683, + 0.04560120403766632, + 0.08515790849924088, + 0.04447108879685402 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.007630132604390383 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Gothic mansion with jagged spires and towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the building constructed of dark, weathered stone with creeping dark-green ivy on the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a stormy sky with charcoal-gray and deep purple clouds and sheet lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle perspective and execute a slow crane descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera end at a low angle focusing on an ornate black wrought iron gate with rust-colored decay?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008627403527498245 + ], + "opposite_logprob_tokens": [ + -4.758627414703369 + ], + "logprob_reward": -0.008627403527498245, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008627403527498245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12124567478895187, + 0.06285064667463303, + 0.05219779908657074, + 0.0336972251534462, + 0.08962549269199371, + 0.03407193347811699, + 0.08758910000324249, + 0.06405284255743027, + 0.296225368976593, + 0.15844395756721497 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.008627403527498245 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_13/index_tensor([3953, 3953])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_13/index_tensor([3953, 3953])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..66bb61cafee01704a2e42125caf9b0cfe31fcbc0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_13/index_tensor([3953, 3953])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level wide-angle shot captures the vast, eerie emptiness of a nighttime indoor swimming pool, creating a visceral, suspenseful atmosphere. The Olympic-sized pool, filled with unnatural turquoise water, its surface a perfect mirror, reflects the cold, even glow of industrial fluorescent lights mounted high in the cavernous ceiling. The pool is tiled with pale blue tiles, dark lane lines stretching into the gloom of the deep end, while the surrounding wet concrete deck lies empty. Suddenly, without warning, the overhead lights begin to flicker erratically, a violent, chaotic stutter that plunges the entire scene into jarring moments of absolute darkness. Each plunge into darkness is perfectly synchronized with a deep, resonant thunder—a visceral, low-frequency rumble that seems to shake the entire room, causing subtle vibrations in the camera and temporarily disturbing the tranquil surface of the water. This sensory assault shatters the tense silence, creating a claustrophobic feeling of disorientation and deep unease.", + "seed": 11252, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_13/index_3953_seed_11252_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2231528059579432, + "vlm_logprob": -0.2231528059579432, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.2231528059579432, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00712721748277545 + ], + "opposite_logprob_tokens": [ + -5.132127285003662 + ], + "logprob_reward": -0.00712721748277545, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00712721748277545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05886121094226837, + 0.017529292032122612, + 0.011506464332342148, + 0.010967143811285496, + 0.008428376168012619, + 0.017670294269919395, + 0.02040896750986576, + 0.010915967635810375, + 0.01678304933011532, + 0.8269292712211609 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.00712721748277545 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550304643809795 + ], + "opposite_logprob_tokens": [ + -4.387550354003906 + ], + "logprob_reward": -0.012550304643809795, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550304643809795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.016039393842220306, + 0.014215223491191864, + 0.003601464908570051, + 0.0028273218777030706, + 0.0025305282324552536, + 0.002153756795451045, + 0.008350460790097713, + 0.005222720094025135, + 0.0047296215780079365, + 0.9403294324874878 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.012550304643809795 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053878903388977 + ], + "opposite_logprob_tokens": [ + -0.42887893319129944 + ], + "logprob_reward": -1.053878903388977, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053878903388977, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.040060918778181076, + 0.03546515107154846, + 0.010411599650979042, + 0.03609929606318474, + 0.028057994320988655, + 0.04565361514687538, + 0.019567199051380157, + 0.033584341406822205, + 0.04224519059062004, + 0.7088546752929688 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -1.053878903388977 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038115546107292175 + ], + "opposite_logprob_tokens": [ + -3.2881155014038086 + ], + "logprob_reward": -0.038115546107292175, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038115546107292175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05300405994057655, + 0.04537120461463928, + 0.020008167251944542, + 0.013095995411276817, + 0.017862992361187935, + 0.019508836790919304, + 0.0364798940718174, + 0.029241153970360756, + 0.02380388416349888, + 0.7416239380836487 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.038115546107292175 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092058166861534 + ], + "opposite_logprob_tokens": [ + -5.504092216491699 + ], + "logprob_reward": -0.004092058166861534, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092058166861534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15269897878170013, + 0.06029409542679787, + 0.06610345840454102, + 0.08015786111354828, + 0.11371422559022903, + 0.030217327177524567, + 0.09705416858196259, + 0.04866725951433182, + 0.02350700832903385, + 0.3275855779647827 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.004092058166861534 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot captures the vast, eerie emptiness of a nighttime indoor swimming pool, creating a visceral, suspenseful atmosphere. The Olympic-sized pool, filled with unnatural turquoise water, its surface a perfect mirror, reflects the cold, even glow of industrial fluorescent lights mounted high in the cavernous ceiling. The pool is tiled with pale blue tiles, dark lane lines stretching into the gloom of the deep end, while the surrounding wet concrete deck lies empty. Suddenly, without warning, the overhead lights begin to flicker erratically, a violent, chaotic stutter that plunges the entire scene into jarring moments of absolute darkness. Each plunge into darkness is perfectly synchronized with a deep, resonant thunder—a visceral, low-frequency rumble that seems to shake the entire room, causing subtle vibrations in the camera and temporarily disturbing the tranquil surface of the water. This sensory assault shatters the tense silence, creating a claustrophobic feeling of disorientation and deep unease.", + "seed": 11253, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_13/index_3953_seed_11253_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2152523873373866, + "vlm_logprob": -0.2152523873373866, + "vlm_yes_no_margin": 3.1500000059604645, + "vlm_token_credit": -0.2152523873373866, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005449796095490456 + ], + "opposite_logprob_tokens": [ + -5.3804497718811035 + ], + "logprob_reward": -0.005449796095490456, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005449796095490456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06994637846946716, + 0.31037890911102295, + 0.3471413552761078, + 0.01007010880857706, + 0.06989837437868118, + 0.15303592383861542, + 0.014300229959189892, + 0.01183977909386158, + 0.007161804474890232, + 0.006227230187505484 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.005449796095490456 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038117267191410065 + ], + "opposite_logprob_tokens": [ + -3.2881171703338623 + ], + "logprob_reward": -0.038117267191410065, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038117267191410065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27890968322753906, + 0.22428898513317108, + 0.14109601080417633, + 0.09802571684122086, + 0.03102010115981102, + 0.14600355923175812, + 0.042284440249204636, + 0.02119654417037964, + 0.008359205909073353, + 0.008815813809633255 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.038117267191410065 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742480516433716 + ], + "opposite_logprob_tokens": [ + -0.47424808144569397 + ], + "logprob_reward": -0.9742480516433716, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9742480516433716, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11869435757398605, + 0.12696705758571625, + 0.31358465552330017, + 0.005694707855582237, + 0.05279306694865227, + 0.2058572769165039, + 0.1262192577123642, + 0.02521880529820919, + 0.014260250143706799, + 0.01071059051901102 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.9742480516433716 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866942763328552 + ], + "opposite_logprob_tokens": [ + -3.0486693382263184 + ], + "logprob_reward": -0.04866942763328552, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866942763328552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12777720391750336, + 0.307210236787796, + 0.15412704646587372, + 0.10941901803016663, + 0.1173681914806366, + 0.0762200653553009, + 0.06275328248739243, + 0.016256237402558327, + 0.01569412834942341, + 0.013174583204090595 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.04866942763328552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777394123375416 + ], + "opposite_logprob_tokens": [ + -4.634777545928955 + ], + "logprob_reward": -0.009777394123375416, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777394123375416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1672956645488739, + 0.02664671093225479, + 0.16038665175437927, + 0.07143464684486389, + 0.23741011321544647, + 0.24527153372764587, + 0.04140540957450867, + 0.012818828225135803, + 0.013752864673733711, + 0.02357751876115799 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.009777394123375416 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot captures the vast, eerie emptiness of a nighttime indoor swimming pool, creating a visceral, suspenseful atmosphere. The Olympic-sized pool, filled with unnatural turquoise water, its surface a perfect mirror, reflects the cold, even glow of industrial fluorescent lights mounted high in the cavernous ceiling. The pool is tiled with pale blue tiles, dark lane lines stretching into the gloom of the deep end, while the surrounding wet concrete deck lies empty. Suddenly, without warning, the overhead lights begin to flicker erratically, a violent, chaotic stutter that plunges the entire scene into jarring moments of absolute darkness. Each plunge into darkness is perfectly synchronized with a deep, resonant thunder—a visceral, low-frequency rumble that seems to shake the entire room, causing subtle vibrations in the camera and temporarily disturbing the tranquil surface of the water. This sensory assault shatters the tense silence, creating a claustrophobic feeling of disorientation and deep unease.", + "seed": 11254, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_13/index_3953_seed_11254_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.31539364010095594, + "vlm_logprob": -0.31539364010095594, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.31539364010095594, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04994804784655571 + ], + "opposite_logprob_tokens": [ + -3.04994797706604 + ], + "logprob_reward": -0.04994804784655571, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04994804784655571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30249425768852234, + 0.10959582030773163, + 0.06695695221424103, + 0.11850205063819885, + 0.07437194138765335, + 0.0451907180249691, + 0.0651131346821785, + 0.12758906185626984, + 0.034496936947107315, + 0.05568908527493477 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.04994804784655571 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811577707529068 + ], + "opposite_logprob_tokens": [ + -3.2881157398223877 + ], + "logprob_reward": -0.03811577707529068, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811577707529068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18963801860809326, + 0.0680357962846756, + 0.04543938860297203, + 0.05630893260240555, + 0.08379458636045456, + 0.10863691568374634, + 0.05618361756205559, + 0.1410827934741974, + 0.15839597582817078, + 0.09248394519090652 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.03811577707529068 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.406299352645874 + ], + "opposite_logprob_tokens": [ + -0.28129929304122925 + ], + "logprob_reward": -1.406299352645874, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.406299352645874, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06614676862955093, + 0.02308441698551178, + 0.045163508504629135, + 0.10500236600637436, + 0.04687550291419029, + 0.07046780735254288, + 0.04252235218882561, + 0.21890775859355927, + 0.290077805519104, + 0.09175173938274384 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -1.406299352645874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006660848855972 + ], + "opposite_logprob_tokens": [ + -2.6950666904449463 + ], + "logprob_reward": -0.07006660848855972, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006660848855972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15321005880832672, + 0.06335074454545975, + 0.04481274634599686, + 0.05272254720330238, + 0.07122548669576645, + 0.06348130106925964, + 0.0536271370947361, + 0.1580231636762619, + 0.23794306814670563, + 0.10160372406244278 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.07006660848855972 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253841444849968 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.01253841444849968, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253841444849968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21238216757774353, + 0.1198914647102356, + 0.2550695240497589, + 0.08742624521255493, + 0.042330704629421234, + 0.041427936404943466, + 0.026361728087067604, + 0.04262816905975342, + 0.11535786837339401, + 0.05712415650486946 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.01253841444849968 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot captures the vast, eerie emptiness of a nighttime indoor swimming pool, creating a visceral, suspenseful atmosphere. The Olympic-sized pool, filled with unnatural turquoise water, its surface a perfect mirror, reflects the cold, even glow of industrial fluorescent lights mounted high in the cavernous ceiling. The pool is tiled with pale blue tiles, dark lane lines stretching into the gloom of the deep end, while the surrounding wet concrete deck lies empty. Suddenly, without warning, the overhead lights begin to flicker erratically, a violent, chaotic stutter that plunges the entire scene into jarring moments of absolute darkness. Each plunge into darkness is perfectly synchronized with a deep, resonant thunder—a visceral, low-frequency rumble that seems to shake the entire room, causing subtle vibrations in the camera and temporarily disturbing the tranquil surface of the water. This sensory assault shatters the tense silence, creating a claustrophobic feeling of disorientation and deep unease.", + "seed": 11255, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_13/index_3953_seed_11255_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12909920010715722, + "vlm_logprob": -0.12909920010715722, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.12909920010715722, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00597002636641264 + ], + "opposite_logprob_tokens": [ + -5.380970001220703 + ], + "logprob_reward": -0.00597002636641264, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00597002636641264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24093061685562134, + 0.07008105516433716, + 0.07408546656370163, + 0.02642143703997135, + 0.09252116084098816, + 0.08596555888652802, + 0.11948106437921524, + 0.04092613607645035, + 0.15953819453716278, + 0.09004924446344376 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.00597002636641264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547596357762814 + ], + "opposite_logprob_tokens": [ + -4.387547492980957 + ], + "logprob_reward": -0.012547596357762814, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547596357762814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3586997389793396, + 0.08901993185281754, + 0.09918118268251419, + 0.02872738055884838, + 0.05571594461798668, + 0.038647864013910294, + 0.12665988504886627, + 0.04313589259982109, + 0.03934948891401291, + 0.12086270749568939 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.012547596357762814 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761221051216125 + ], + "opposite_logprob_tokens": [ + -0.8261221051216125 + ], + "logprob_reward": -0.5761221051216125, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761221051216125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08549799025058746, + 0.03295448049902916, + 0.03279628977179527, + 0.030360136181116104, + 0.028874002397060394, + 0.13350987434387207, + 0.05723217874765396, + 0.04885571822524071, + 0.09861956536769867, + 0.4512997567653656 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.5761221051216125 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866272583603859 + ], + "opposite_logprob_tokens": [ + -3.0486626625061035 + ], + "logprob_reward": -0.04866272583603859, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866272583603859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1755436360836029, + 0.1427910327911377, + 0.10893557220697403, + 0.033132150769233704, + 0.02156740613281727, + 0.17044495046138763, + 0.0523265041410923, + 0.030185066163539886, + 0.08016412705183029, + 0.18490958213806152 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.04866272583603859 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a nighttime indoor swimming pool with pale blue tiles and dark lane lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water turquoise and acting as a perfect mirror reflecting industrial fluorescent lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the overhead lights flicker erratically, causing the scene to plunge into absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit subtle vibrations synchronized with the light flickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the surrounding wet concrete deck empty with no people or objects present?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021935468539595604 + ], + "opposite_logprob_tokens": [ + -6.127193450927734 + ], + "logprob_reward": -0.0021935468539595604, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021935468539595604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36225348711013794, + 0.10094689577817917, + 0.059220682829618454, + 0.07673073559999466, + 0.03717292100191116, + 0.03962184861302376, + 0.07013238221406937, + 0.030412707477808, + 0.06433727592229843, + 0.15917108952999115 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0021935468539595604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_14/index_tensor([1521, 1521])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_14/index_tensor([1521, 1521])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f9e898504e4da721e3bfc3bbb394a53109f104ba --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_14/index_tensor([1521, 1521])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly high-angle close-up captures a portion of a clean, light-colored laminate desk, illuminated by the bright, even glow of realistic overhead office lighting. A pair of hands firmly grasps a matte black foam tube, its dense, slightly porous texture clearly visible. The tube is forcibly bent into a tight, compressed zigzag shape, the material showing visible strain and tension along its creases. In a swift and decisive action, the hands release. With dynamic, whip-like speed, the foam tube snaps instantly and violently in a straight line, its form blurred for a fraction of a second by the rapid motion. It falls to the desk surface with a soft, muffled thud, forming a perfectly straight line. Its dark, non-reflective form contrasts sharply with the pale, linear surface of its final state, creating a focused, almost clinical atmosphere.", + "seed": 15901, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_14/index_1521_seed_15901_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20851411493495106, + "vlm_logprob": -0.20851411493495106, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.20851411493495106, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022818492725491524 + ], + "opposite_logprob_tokens": [ + -4.022818565368652 + ], + "logprob_reward": -0.022818492725491524, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.022818492725491524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14999012649059296, + 0.26738250255584717, + 0.12709781527519226, + 0.162321999669075, + 0.09809444844722748, + 0.031655047088861465, + 0.05653756856918335, + 0.03447775915265083, + 0.05176557973027229, + 0.020677121356129646 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.022818492725491524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007658761460334063 + ], + "opposite_logprob_tokens": [ + -4.882658958435059 + ], + "logprob_reward": -0.007658761460334063, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007658761460334063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1615082323551178, + 0.11605413258075714, + 0.060356445610523224, + 0.19638818502426147, + 0.15146863460540771, + 0.10848020762205124, + 0.1014198362827301, + 0.0326014906167984, + 0.04226936027407646, + 0.029453447088599205 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.007658761460334063 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309822618961334 + ], + "opposite_logprob_tokens": [ + -3.168098211288452 + ], + "logprob_reward": -0.04309822618961334, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309822618961334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08265183866024017, + 0.041783709079027176, + 0.06389366835355759, + 0.26293572783470154, + 0.3649081587791443, + 0.03965609520673752, + 0.069965660572052, + 0.03088095597922802, + 0.02615567110478878, + 0.017168451100587845 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.04309822618961334 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261690139770508 + ], + "opposite_logprob_tokens": [ + -0.5761690139770508 + ], + "logprob_reward": -0.8261690139770508, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261690139770508, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07713097333908081, + 0.062053535133600235, + 0.02808130532503128, + 0.3262007236480713, + 0.11007194221019745, + 0.08056411147117615, + 0.1751546710729599, + 0.07173984497785568, + 0.051624540239572525, + 0.017378315329551697 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.8261690139770508 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282608032226562 + ], + "opposite_logprob_tokens": [ + -2.0178260803222656 + ], + "logprob_reward": -0.14282608032226562, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282608032226562, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06983768194913864, + 0.09261678904294968, + 0.0472419299185276, + 0.13016799092292786, + 0.3931838274002075, + 0.0650654286146164, + 0.03554029017686844, + 0.03899144008755684, + 0.056033261120319366, + 0.07132144272327423 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.14282608032226562 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle close-up captures a portion of a clean, light-colored laminate desk, illuminated by the bright, even glow of realistic overhead office lighting. A pair of hands firmly grasps a matte black foam tube, its dense, slightly porous texture clearly visible. The tube is forcibly bent into a tight, compressed zigzag shape, the material showing visible strain and tension along its creases. In a swift and decisive action, the hands release. With dynamic, whip-like speed, the foam tube snaps instantly and violently in a straight line, its form blurred for a fraction of a second by the rapid motion. It falls to the desk surface with a soft, muffled thud, forming a perfectly straight line. Its dark, non-reflective form contrasts sharply with the pale, linear surface of its final state, creating a focused, almost clinical atmosphere.", + "seed": 15902, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_14/index_1521_seed_15902_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.26819538599811493, + "vlm_logprob": -0.26819538599811493, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.26819538599811493, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03732677921652794 + ], + "opposite_logprob_tokens": [ + -3.4123268127441406 + ], + "logprob_reward": -0.03732677921652794, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03732677921652794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15898406505584717, + 0.0823201835155487, + 0.06571031361818314, + 0.10740301758050919, + 0.05600707605481148, + 0.12610217928886414, + 0.08062776178121567, + 0.14424943923950195, + 0.11502228677272797, + 0.0635736808180809 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.03732677921652794 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003217878518626094 + ], + "opposite_logprob_tokens": [ + -5.753217697143555 + ], + "logprob_reward": -0.003217878518626094, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003217878518626094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2161608189344406, + 0.12763039767742157, + 0.07164674252271652, + 0.06172142177820206, + 0.2048463076353073, + 0.07654223591089249, + 0.05087418481707573, + 0.039098747074604034, + 0.11897432059049606, + 0.03250481188297272 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.003217878518626094 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033729106187820435 + ], + "opposite_logprob_tokens": [ + -3.408729076385498 + ], + "logprob_reward": -0.033729106187820435, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033729106187820435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10239104926586151, + 0.06590251624584198, + 0.20368480682373047, + 0.031447768211364746, + 0.16462385654449463, + 0.06775902956724167, + 0.03651411458849907, + 0.04690200090408325, + 0.2300175577402115, + 0.050757285207509995 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.033729106187820435 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236108779907227 + ], + "opposite_logprob_tokens": [ + -0.34861090779304504 + ], + "logprob_reward": -1.2236108779907227, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236108779907227, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.043469078838825226, + 0.06608591973781586, + 0.05603225529193878, + 0.038789063692092896, + 0.29276859760284424, + 0.06543958932161331, + 0.15393894910812378, + 0.07472608238458633, + 0.07338282465934753, + 0.13536761701107025 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -1.2236108779907227 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043092288076877594 + ], + "opposite_logprob_tokens": [ + -3.1680922508239746 + ], + "logprob_reward": -0.043092288076877594, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043092288076877594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06713580340147018, + 0.04096335917711258, + 0.19329778850078583, + 0.12747134268283844, + 0.10795722901821136, + 0.06118657439947128, + 0.10246066749095917, + 0.08121303468942642, + 0.12926800549030304, + 0.0890461653470993 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.043092288076877594 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle close-up captures a portion of a clean, light-colored laminate desk, illuminated by the bright, even glow of realistic overhead office lighting. A pair of hands firmly grasps a matte black foam tube, its dense, slightly porous texture clearly visible. The tube is forcibly bent into a tight, compressed zigzag shape, the material showing visible strain and tension along its creases. In a swift and decisive action, the hands release. With dynamic, whip-like speed, the foam tube snaps instantly and violently in a straight line, its form blurred for a fraction of a second by the rapid motion. It falls to the desk surface with a soft, muffled thud, forming a perfectly straight line. Its dark, non-reflective form contrasts sharply with the pale, linear surface of its final state, creating a focused, almost clinical atmosphere.", + "seed": 15903, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_14/index_1521_seed_15903_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08135486412793398, + "vlm_logprob": -0.08135486412793398, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.08135486412793398, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012980369850993156 + ], + "opposite_logprob_tokens": [ + -4.6379804611206055 + ], + "logprob_reward": -0.012980369850993156, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012980369850993156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0810479074716568, + 0.08417905122041702, + 0.04142921417951584, + 0.18912234902381897, + 0.04929843544960022, + 0.0980508103966713, + 0.2423253208398819, + 0.07808731496334076, + 0.03945021331310272, + 0.09700940549373627 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.012980369850993156 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012569728307425976 + ], + "opposite_logprob_tokens": [ + -4.387569904327393 + ], + "logprob_reward": -0.012569728307425976, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012569728307425976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20398324728012085, + 0.22905868291854858, + 0.22043414413928986, + 0.11592616885900497, + 0.031383901834487915, + 0.05310720577836037, + 0.06399334967136383, + 0.046518582850694656, + 0.02039538137614727, + 0.015199380926787853 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.012569728307425976 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007394731044769 + ], + "opposite_logprob_tokens": [ + -2.6950738430023193 + ], + "logprob_reward": -0.07007394731044769, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007394731044769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2026321440935135, + 0.07093529403209686, + 0.051922913640737534, + 0.10271075367927551, + 0.06724552810192108, + 0.10760042071342468, + 0.19212228059768677, + 0.1110527291893959, + 0.053279973566532135, + 0.040498021990060806 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.07007394731044769 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813401520252228 + ], + "opposite_logprob_tokens": [ + -1.4063401222229004 + ], + "logprob_reward": -0.2813401520252228, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813401520252228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06565511971712112, + 0.03088923543691635, + 0.09246226400136948, + 0.16903209686279297, + 0.034741293638944626, + 0.44060710072517395, + 0.11576779931783676, + 0.021566955372691154, + 0.018841467797756195, + 0.010436690412461758 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.2813401520252228 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029810123145580292 + ], + "opposite_logprob_tokens": [ + -3.5298101902008057 + ], + "logprob_reward": -0.029810123145580292, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029810123145580292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15705223381519318, + 0.05150577053427696, + 0.06349577009677887, + 0.08930903673171997, + 0.1324516385793686, + 0.11317500472068787, + 0.18973256647586823, + 0.09430868923664093, + 0.07203473895788193, + 0.03693456947803497 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.029810123145580292 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle close-up captures a portion of a clean, light-colored laminate desk, illuminated by the bright, even glow of realistic overhead office lighting. A pair of hands firmly grasps a matte black foam tube, its dense, slightly porous texture clearly visible. The tube is forcibly bent into a tight, compressed zigzag shape, the material showing visible strain and tension along its creases. In a swift and decisive action, the hands release. With dynamic, whip-like speed, the foam tube snaps instantly and violently in a straight line, its form blurred for a fraction of a second by the rapid motion. It falls to the desk surface with a soft, muffled thud, forming a perfectly straight line. Its dark, non-reflective form contrasts sharply with the pale, linear surface of its final state, creating a focused, almost clinical atmosphere.", + "seed": 15904, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_14/index_1521_seed_15904_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.24577778726816177, + "vlm_logprob": -0.24577778726816177, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.24577778726816177, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011841598898172379 + ], + "opposite_logprob_tokens": [ + -4.761841773986816 + ], + "logprob_reward": -0.011841598898172379, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.011841598898172379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17621800303459167, + 0.06522206217050552, + 0.05826643481850624, + 0.0703539177775383, + 0.03344431892037392, + 0.06557066738605499, + 0.08130965381860733, + 0.051011987030506134, + 0.3274941146373749, + 0.0711088702082634 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.011841598898172379 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03816603496670723 + ], + "opposite_logprob_tokens": [ + -3.288166046142578 + ], + "logprob_reward": -0.03816603496670723, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03816603496670723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31599777936935425, + 0.12490972131490707, + 0.04529254883527756, + 0.16164322197437286, + 0.06967208534479141, + 0.11371301114559174, + 0.049193114042282104, + 0.027214661240577698, + 0.06321477890014648, + 0.029149023815989494 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.03816603496670723 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22563610970973969 + ], + "opposite_logprob_tokens": [ + -1.6006361246109009 + ], + "logprob_reward": -0.22563610970973969, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22563610970973969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2208585888147354, + 0.0450490303337574, + 0.04355070739984512, + 0.03013630211353302, + 0.10852152109146118, + 0.035932719707489014, + 0.08283449709415436, + 0.042914267629384995, + 0.3385459780693054, + 0.051656343042850494 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.22563610970973969 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261556625366211 + ], + "opposite_logprob_tokens": [ + -0.5761556625366211 + ], + "logprob_reward": -0.8261556625366211, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261556625366211, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07563948631286621, + 0.035548511892557144, + 0.025853758677840233, + 0.06686985492706299, + 0.12521754205226898, + 0.0830962285399437, + 0.326089471578598, + 0.11788388341665268, + 0.10102764517068863, + 0.042773596942424774 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.8261556625366211 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a clean, light-colored laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands visible firmly grasping a matte black foam tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the foam tube bent into a tight, compressed zigzag shape showing visible strain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foam tube snap instantly and violently into a straight line with motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the foam tube fall to the desk surface and form a perfectly straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708953022956848 + ], + "opposite_logprob_tokens": [ + -2.127089500427246 + ], + "logprob_reward": -0.12708953022956848, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708953022956848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08958709985017776, + 0.025968782603740692, + 0.024573858827352524, + 0.029873620718717575, + 0.05352126434445381, + 0.07172194868326187, + 0.07995247840881348, + 0.03411395847797394, + 0.5155295133590698, + 0.07515745609998703 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.12708953022956848 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_15/index_tensor([4134, 4134])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_15/index_tensor([4134, 4134])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f805cba20f5aac859e4180ab4717a6b283521f5d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_15/index_tensor([4134, 4134])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This dynamic, eye-level medium-long shot, captured by a sleek onboard camera, perfectly parallels a young woman with striking biracial features carving a vast, pristine snow slope. Her warm olive skin contrasts starkly against the bright white surroundings, her focus absolute, her dark almond-shaped eyes visible behind large, iridescent goggles reflecting the deep blue of the sky. A long, dark braid tucks down her back from beneath a matte black helmet. She wears a vibrant teal high-performance snowboard jacket and stylish black snow pants, adding a pop of color against the monochrome landscape. With a low, athletic stance and powerful precision, she fluidly shifts her weight from heel edge to toe edge, her body a study in controlled grace. As the edge of her ski slices into the untouched powder, it sends a spectacular plume of fine, crystalline snow billowing into the fresh mountain air, gleaming intensely in the bright, high-altitude sunlight. The scene is bathed in the harsh yet beautiful light of a clear day in the mountains, creating sharp and dramatic shadows on the surface of the snow and an exhilarating atmosphere of speed, freedom and pure, unadulterated joy.", + "seed": 167, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_15/index_4134_seed_167_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2628562431782484, + "vlm_logprob": -0.2628562431782484, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.2628562431782484, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.27237266302108765 + ], + "opposite_logprob_tokens": [ + -1.6473727226257324 + ], + "logprob_reward": -0.27237266302108765, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.27237266302108765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.517812967300415, + 0.04387110099196434, + 0.03628311678767204, + 0.0711413323879242, + 0.056731659919023514, + 0.02536143735051155, + 0.12320020794868469, + 0.029040006920695305, + 0.06783482432365417, + 0.02872338704764843 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.27237266302108765 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742721915245056 + ], + "opposite_logprob_tokens": [ + -0.4742721915245056 + ], + "logprob_reward": -0.9742721915245056, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742721915245056, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12457536906003952, + 0.08465803414583206, + 0.10019534826278687, + 0.2919180989265442, + 0.05114183947443962, + 0.04825052618980408, + 0.04182029515504837, + 0.06197253614664078, + 0.12301051616668701, + 0.0724574625492096 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.9742721915245056 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032007675617933273 + ], + "opposite_logprob_tokens": [ + -5.753200531005859 + ], + "logprob_reward": -0.0032007675617933273, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032007675617933273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4402551054954529, + 0.054321955889463425, + 0.07100299000740051, + 0.16360604763031006, + 0.024379493668675423, + 0.03443775698542595, + 0.04896768182516098, + 0.0701582059264183, + 0.047942351549863815, + 0.04492846503853798 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0032007675617933273 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347588747739792 + ], + "opposite_logprob_tokens": [ + -3.6513476371765137 + ], + "logprob_reward": -0.026347588747739792, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347588747739792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5977602005004883, + 0.05443250760436058, + 0.04196940362453461, + 0.04435841366648674, + 0.021916836500167847, + 0.02976941131055355, + 0.03890012204647064, + 0.04153461009263992, + 0.08593694120645523, + 0.04342157021164894 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.026347588747739792 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038088005036115646 + ], + "opposite_logprob_tokens": [ + -3.288088083267212 + ], + "logprob_reward": -0.038088005036115646, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038088005036115646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7552812695503235, + 0.021960487589240074, + 0.018829287961125374, + 0.015711816027760506, + 0.010358395986258984, + 0.011805598624050617, + 0.022915678098797798, + 0.034724414348602295, + 0.08326257765293121, + 0.02515040710568428 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.038088005036115646 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This dynamic, eye-level medium-long shot, captured by a sleek onboard camera, perfectly parallels a young woman with striking biracial features carving a vast, pristine snow slope. Her warm olive skin contrasts starkly against the bright white surroundings, her focus absolute, her dark almond-shaped eyes visible behind large, iridescent goggles reflecting the deep blue of the sky. A long, dark braid tucks down her back from beneath a matte black helmet. She wears a vibrant teal high-performance snowboard jacket and stylish black snow pants, adding a pop of color against the monochrome landscape. With a low, athletic stance and powerful precision, she fluidly shifts her weight from heel edge to toe edge, her body a study in controlled grace. As the edge of her ski slices into the untouched powder, it sends a spectacular plume of fine, crystalline snow billowing into the fresh mountain air, gleaming intensely in the bright, high-altitude sunlight. The scene is bathed in the harsh yet beautiful light of a clear day in the mountains, creating sharp and dramatic shadows on the surface of the snow and an exhilarating atmosphere of speed, freedom and pure, unadulterated joy.", + "seed": 168, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_15/index_4134_seed_168_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.42505409084260465, + "vlm_logprob": -0.42505409084260465, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.42505409084260465, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.30978429317474365 + ], + "opposite_logprob_tokens": [ + -1.6847842931747437 + ], + "logprob_reward": -0.30978429317474365, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.30978429317474365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.068492092192173, + 0.4353402554988861, + 0.21634474396705627, + 0.1106562539935112, + 0.018117964267730713, + 0.03274074196815491, + 0.02280038595199585, + 0.05159379169344902, + 0.02582365646958351, + 0.01809011772274971 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.30978429317474365 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.600554347038269 + ], + "opposite_logprob_tokens": [ + -0.22555430233478546 + ], + "logprob_reward": -1.600554347038269, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.600554347038269, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07082374393939972, + 0.3095456063747406, + 0.4486127197742462, + 0.04682176932692528, + 0.02837860770523548, + 0.011235409416258335, + 0.016380121931433678, + 0.05367372930049896, + 0.007110143080353737, + 0.0074181933887302876 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -1.600554347038269 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005265297368168831 + ], + "opposite_logprob_tokens": [ + -5.255265235900879 + ], + "logprob_reward": -0.005265297368168831, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005265297368168831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06916450709104538, + 0.32066595554351807, + 0.4808044135570526, + 0.041963983327150345, + 0.02245018072426319, + 0.007732179947197437, + 0.008740284480154514, + 0.036139775067567825, + 0.007497978396713734, + 0.004840657114982605 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.005265297368168831 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029803644865751266 + ], + "opposite_logprob_tokens": [ + -3.52980375289917 + ], + "logprob_reward": -0.029803644865751266, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029803644865751266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047556307166814804, + 0.27626630663871765, + 0.4299781024456024, + 0.09115524590015411, + 0.01929454877972603, + 0.011085801757872105, + 0.047534018754959106, + 0.04318481311202049, + 0.01591477356851101, + 0.01803004927933216 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.029803644865751266 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798628717660904 + ], + "opposite_logprob_tokens": [ + -1.8048628568649292 + ], + "logprob_reward": -0.1798628717660904, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798628717660904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13496223092079163, + 0.11401086300611496, + 0.36713874340057373, + 0.11584757268428802, + 0.021820068359375, + 0.07005292177200317, + 0.10548173636198044, + 0.040759630501270294, + 0.017142409458756447, + 0.012783833779394627 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.1798628717660904 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This dynamic, eye-level medium-long shot, captured by a sleek onboard camera, perfectly parallels a young woman with striking biracial features carving a vast, pristine snow slope. Her warm olive skin contrasts starkly against the bright white surroundings, her focus absolute, her dark almond-shaped eyes visible behind large, iridescent goggles reflecting the deep blue of the sky. A long, dark braid tucks down her back from beneath a matte black helmet. She wears a vibrant teal high-performance snowboard jacket and stylish black snow pants, adding a pop of color against the monochrome landscape. With a low, athletic stance and powerful precision, she fluidly shifts her weight from heel edge to toe edge, her body a study in controlled grace. As the edge of her ski slices into the untouched powder, it sends a spectacular plume of fine, crystalline snow billowing into the fresh mountain air, gleaming intensely in the bright, high-altitude sunlight. The scene is bathed in the harsh yet beautiful light of a clear day in the mountains, creating sharp and dramatic shadows on the surface of the snow and an exhilarating atmosphere of speed, freedom and pure, unadulterated joy.", + "seed": 169, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_15/index_4134_seed_169_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.37049623001366855, + "vlm_logprob": -0.37049623001366855, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.37049623001366855, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22240962088108063 + ], + "opposite_logprob_tokens": [ + -1.8474096059799194 + ], + "logprob_reward": -0.22240962088108063, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.22240962088108063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2589794397354126, + 0.06230970099568367, + 0.08926115185022354, + 0.06304464489221573, + 0.04270312935113907, + 0.1744624376296997, + 0.09760648757219315, + 0.10400895029306412, + 0.07056055217981339, + 0.03706347197294235 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.22240962088108063 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020776987075806 + ], + "opposite_logprob_tokens": [ + -0.2520776689052582 + ], + "logprob_reward": -1.5020776987075806, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020776987075806, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12711088359355927, + 0.07384885102510452, + 0.12470177561044693, + 0.076319620013237, + 0.06366869807243347, + 0.03858337923884392, + 0.09311763197183609, + 0.16533711552619934, + 0.11446778476238251, + 0.12284429371356964 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -1.5020776987075806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005262688733637333 + ], + "opposite_logprob_tokens": [ + -5.255262851715088 + ], + "logprob_reward": -0.005262688733637333, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005262688733637333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14583401381969452, + 0.0849127396941185, + 0.16506148874759674, + 0.07036899030208588, + 0.05282319709658623, + 0.09837432950735092, + 0.07534056156873703, + 0.14370959997177124, + 0.08760669082403183, + 0.07596837729215622 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.005262688733637333 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033700406551361084 + ], + "opposite_logprob_tokens": [ + -3.408700466156006 + ], + "logprob_reward": -0.033700406551361084, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033700406551361084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14731866121292114, + 0.10727369040250778, + 0.14826449751853943, + 0.15873727202415466, + 0.05843967944383621, + 0.04391409456729889, + 0.07899784296751022, + 0.0819934755563736, + 0.09024285525083542, + 0.08481799066066742 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.033700406551361084 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903073519468307 + ], + "opposite_logprob_tokens": [ + -2.4640307426452637 + ], + "logprob_reward": -0.08903073519468307, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903073519468307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30848705768585205, + 0.12941421568393707, + 0.06259569525718689, + 0.11832021921873093, + 0.02510976418852806, + 0.03484099358320236, + 0.05192860588431358, + 0.04796002060174942, + 0.043951135128736496, + 0.17739234864711761 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.08903073519468307 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This dynamic, eye-level medium-long shot, captured by a sleek onboard camera, perfectly parallels a young woman with striking biracial features carving a vast, pristine snow slope. Her warm olive skin contrasts starkly against the bright white surroundings, her focus absolute, her dark almond-shaped eyes visible behind large, iridescent goggles reflecting the deep blue of the sky. A long, dark braid tucks down her back from beneath a matte black helmet. She wears a vibrant teal high-performance snowboard jacket and stylish black snow pants, adding a pop of color against the monochrome landscape. With a low, athletic stance and powerful precision, she fluidly shifts her weight from heel edge to toe edge, her body a study in controlled grace. As the edge of her ski slices into the untouched powder, it sends a spectacular plume of fine, crystalline snow billowing into the fresh mountain air, gleaming intensely in the bright, high-altitude sunlight. The scene is bathed in the harsh yet beautiful light of a clear day in the mountains, creating sharp and dramatic shadows on the surface of the snow and an exhilarating atmosphere of speed, freedom and pure, unadulterated joy.", + "seed": 170, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_15/index_4134_seed_170_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15961877072695643, + "vlm_logprob": -0.15961877072695643, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.15961877072695643, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25498127937316895 + ], + "opposite_logprob_tokens": [ + -1.754981279373169 + ], + "logprob_reward": -0.25498127937316895, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.25498127937316895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06625743210315704, + 0.3401077687740326, + 0.12291233986616135, + 0.076327383518219, + 0.038671672344207764, + 0.1319739818572998, + 0.09515952318906784, + 0.023456623777747154, + 0.0694802850484848, + 0.03565298020839691 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.25498127937316895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743461012840271 + ], + "opposite_logprob_tokens": [ + -0.9743461012840271 + ], + "logprob_reward": -0.4743461012840271, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743461012840271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09200509637594223, + 0.35882729291915894, + 0.0928955078125, + 0.2002398669719696, + 0.11133304983377457, + 0.033302247524261475, + 0.02360251173377037, + 0.04916074872016907, + 0.018624037504196167, + 0.020009662955999374 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.4743461012840271 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001943843555636704 + ], + "opposite_logprob_tokens": [ + -6.251944065093994 + ], + "logprob_reward": -0.001943843555636704, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001943843555636704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05885224789381027, + 0.5482887029647827, + 0.05096651241183281, + 0.13014230132102966, + 0.06296171993017197, + 0.05130492150783539, + 0.02334725297987461, + 0.04825273156166077, + 0.014122887514531612, + 0.011760749854147434 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.001943843555636704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182270228862762 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.018182270228862762, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018182270228862762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13429833948612213, + 0.2662559151649475, + 0.07125736027956009, + 0.10889910906553268, + 0.07415559887886047, + 0.10132242739200592, + 0.06004125997424126, + 0.09326864778995514, + 0.05456315726041794, + 0.03593814745545387 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.018182270228862762 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an eye-level medium-long perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with biracial features wearing a matte black helmet and large iridescent goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a vibrant teal snowboard jacket and black snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman carving a snow slope while shifting her weight from heel edge to toe edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a plume of fine crystalline snow billowing from the ski edge into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048640359193086624 + ], + "opposite_logprob_tokens": [ + -3.048640251159668 + ], + "logprob_reward": -0.048640359193086624, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048640359193086624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09857567399740219, + 0.4293045103549957, + 0.11569847166538239, + 0.10916627943515778, + 0.03834104165434837, + 0.08186110854148865, + 0.02312428131699562, + 0.04047978296875954, + 0.0321824736893177, + 0.03126635029911995 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.048640359193086624 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_2/index_tensor([2758, 2758])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_2/index_tensor([2758, 2758])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a608935e19dc2fb4b111a1437d37d71d04fc1fd8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_2/index_tensor([2758, 2758])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level close-up portrait focuses with intimate intensity on a distinctively stylish man, his features rendered in sharp detail. He wears a vibrant brown wool felt hat, its chiseled brim casting a soft shadow across his forehead. His face, accented by a carefully groomed mustache and goatee, is stern. His attire is simple yet deliberate: a matte black cotton shirt that absorbs light, providing a stark canvas for a large silver curb chain necklace clinging to his collarbone. The background melts into a soft-focus bokeh of blurred interior space, dominated by a cool, cinematic blue light spilling from an off-camera source, depicting a sharp, electric rim light along his chin and shoulders. This contrasts sharply with the warm, soft key light that models the planes of his face. His dark eyes stare intently at a point just beyond the frame, and his entire being seems to pause as he listens to something beyond the frame or wrestles with deep inner thoughts, creating an atmosphere of quiet, contemplative, and powerful concentration.", + "seed": 20884, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_2/index_2758_seed_20884_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07533183358609677, + "vlm_logprob": -0.07533183358609677, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.07533183358609677, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02466711960732937 + ], + "opposite_logprob_tokens": [ + -3.8996670246124268 + ], + "logprob_reward": -0.02466711960732937, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02466711960732937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18444649875164032, + 0.3324090838432312, + 0.040852613747119904, + 0.27352118492126465, + 0.025615759193897247, + 0.031030254438519478, + 0.03756009042263031, + 0.029169537127017975, + 0.0199863500893116, + 0.02540862187743187 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.02466711960732937 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906890451908112 + ], + "opposite_logprob_tokens": [ + -2.46406888961792 + ], + "logprob_reward": -0.08906890451908112, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906890451908112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1366613209247589, + 0.10069634020328522, + 0.06235731765627861, + 0.1582610160112381, + 0.03531228378415108, + 0.04410163685679436, + 0.07510165125131607, + 0.17035849392414093, + 0.19166439771652222, + 0.025485578924417496 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.08906890451908112 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559787333011627 + ], + "opposite_logprob_tokens": [ + -1.600597858428955 + ], + "logprob_reward": -0.22559787333011627, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559787333011627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12355364114046097, + 0.5008557438850403, + 0.12657028436660767, + 0.0562809556722641, + 0.026569725945591927, + 0.025031594559550285, + 0.022503560408949852, + 0.032601915299892426, + 0.06063099578022957, + 0.025401638820767403 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.22559787333011627 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033705245703458786 + ], + "opposite_logprob_tokens": [ + -3.408705234527588 + ], + "logprob_reward": -0.033705245703458786, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033705245703458786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03148144111037254, + 0.08675074577331543, + 0.2163679599761963, + 0.618392288684845, + 0.0062619722448289394, + 0.0051470533944666386, + 0.004674901720136404, + 0.01155367586761713, + 0.0102835763245821, + 0.0090863648802042 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.033705245703458786 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036200247704982758 + ], + "opposite_logprob_tokens": [ + -5.628620147705078 + ], + "logprob_reward": -0.0036200247704982758, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036200247704982758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16091108322143555, + 0.15321789681911469, + 0.10147297382354736, + 0.34903621673583984, + 0.031009694561362267, + 0.027407657355070114, + 0.030214807018637657, + 0.06965542584657669, + 0.036914173513650894, + 0.04016008973121643 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0036200247704982758 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up portrait focuses with intimate intensity on a distinctively stylish man, his features rendered in sharp detail. He wears a vibrant brown wool felt hat, its chiseled brim casting a soft shadow across his forehead. His face, accented by a carefully groomed mustache and goatee, is stern. His attire is simple yet deliberate: a matte black cotton shirt that absorbs light, providing a stark canvas for a large silver curb chain necklace clinging to his collarbone. The background melts into a soft-focus bokeh of blurred interior space, dominated by a cool, cinematic blue light spilling from an off-camera source, depicting a sharp, electric rim light along his chin and shoulders. This contrasts sharply with the warm, soft key light that models the planes of his face. His dark eyes stare intently at a point just beyond the frame, and his entire being seems to pause as he listens to something beyond the frame or wrestles with deep inner thoughts, creating an atmosphere of quiet, contemplative, and powerful concentration.", + "seed": 20885, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_2/index_2758_seed_20885_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13665380217134954, + "vlm_logprob": -0.13665380217134954, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.13665380217134954, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03502834215760231 + ], + "opposite_logprob_tokens": [ + -3.4100284576416016 + ], + "logprob_reward": -0.03502834215760231, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03502834215760231, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28546959161758423, + 0.06515246629714966, + 0.015338029712438583, + 0.198705792427063, + 0.09184524416923523, + 0.13978131115436554, + 0.030673418194055557, + 0.0716366320848465, + 0.04119948670268059, + 0.06019803136587143 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.03502834215760231 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039663553237915 + ], + "opposite_logprob_tokens": [ + -1.9103965759277344 + ], + "logprob_reward": -0.16039663553237915, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039663553237915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18807734549045563, + 0.12663163244724274, + 0.055892184376716614, + 0.02811286225914955, + 0.03516293317079544, + 0.05197317898273468, + 0.06973731517791748, + 0.156524196267128, + 0.1542516052722931, + 0.1336366981267929 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.16039663553237915 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743604063987732 + ], + "opposite_logprob_tokens": [ + -0.9743604063987732 + ], + "logprob_reward": -0.4743604063987732, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743604063987732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24807408452033997, + 0.3228033185005188, + 0.08988787978887558, + 0.05504016950726509, + 0.04813103377819061, + 0.09197351336479187, + 0.011989986523985863, + 0.0330803282558918, + 0.06777865439653397, + 0.03124101646244526 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.4743604063987732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067384387366473675 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.0067384387366473675, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067384387366473675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08603326231241226, + 0.07502224296331406, + 0.04380813241004944, + 0.03403748199343681, + 0.051708925515413284, + 0.2142682671546936, + 0.046125732362270355, + 0.02395365573465824, + 0.1733773648738861, + 0.2516649663448334 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.0067384387366473675 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745188031345606 + ], + "opposite_logprob_tokens": [ + -5.006745338439941 + ], + "logprob_reward": -0.006745188031345606, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745188031345606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4890684485435486, + 0.062216151505708694, + 0.009565101005136967, + 0.03298079967498779, + 0.021737312898039818, + 0.09502339363098145, + 0.021358804777264595, + 0.02762753516435623, + 0.07488734275102615, + 0.1655350923538208 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.006745188031345606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up portrait focuses with intimate intensity on a distinctively stylish man, his features rendered in sharp detail. He wears a vibrant brown wool felt hat, its chiseled brim casting a soft shadow across his forehead. His face, accented by a carefully groomed mustache and goatee, is stern. His attire is simple yet deliberate: a matte black cotton shirt that absorbs light, providing a stark canvas for a large silver curb chain necklace clinging to his collarbone. The background melts into a soft-focus bokeh of blurred interior space, dominated by a cool, cinematic blue light spilling from an off-camera source, depicting a sharp, electric rim light along his chin and shoulders. This contrasts sharply with the warm, soft key light that models the planes of his face. His dark eyes stare intently at a point just beyond the frame, and his entire being seems to pause as he listens to something beyond the frame or wrestles with deep inner thoughts, creating an atmosphere of quiet, contemplative, and powerful concentration.", + "seed": 20886, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_2/index_2758_seed_20886_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.058477345900610087, + "vlm_logprob": -0.058477345900610087, + "vlm_yes_no_margin": 3.649999976158142, + "vlm_token_credit": -0.058477345900610087, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007797044236212969 + ], + "opposite_logprob_tokens": [ + -5.0077972412109375 + ], + "logprob_reward": -0.007797044236212969, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007797044236212969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3944612145423889, + 0.0947963297367096, + 0.04365932568907738, + 0.09950438886880875, + 0.030458055436611176, + 0.04904619976878166, + 0.04882511496543884, + 0.030440406873822212, + 0.13715466856956482, + 0.0716542899608612 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.007797044236212969 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709340453147888 + ], + "opposite_logprob_tokens": [ + -2.1270933151245117 + ], + "logprob_reward": -0.12709340453147888, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12709340453147888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24011996388435364, + 0.08925936371088028, + 0.06707759946584702, + 0.14628571271896362, + 0.12197510898113251, + 0.048405714333057404, + 0.07043454051017761, + 0.07124684005975723, + 0.099016472697258, + 0.046178631484508514 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.12709340453147888 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033620148897171 + ], + "opposite_logprob_tokens": [ + -2.3503363132476807 + ], + "logprob_reward": -0.10033620148897171, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033620148897171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27480533719062805, + 0.09461285918951035, + 0.12178346514701843, + 0.05295123532414436, + 0.1282755434513092, + 0.06505153328180313, + 0.03107539564371109, + 0.10652732849121094, + 0.07470319420099258, + 0.05021415278315544 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.10033620148897171 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495677888393402 + ], + "opposite_logprob_tokens": [ + -2.9299566745758057 + ], + "logprob_reward": -0.05495677888393402, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495677888393402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35175982117652893, + 0.13666948676109314, + 0.06435144692659378, + 0.05152038857340813, + 0.10517191141843796, + 0.04179234802722931, + 0.06704653799533844, + 0.049583204090595245, + 0.08688902109861374, + 0.04521581903100014 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.05495677888393402 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022033003624528646 + ], + "opposite_logprob_tokens": [ + -6.127203464508057 + ], + "logprob_reward": -0.0022033003624528646, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022033003624528646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23521624505519867, + 0.07555440068244934, + 0.05760504677891731, + 0.08894139528274536, + 0.0841783955693245, + 0.057398948818445206, + 0.11630140244960785, + 0.06692303717136383, + 0.10403282940387726, + 0.11384828388690948 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.0022033003624528646 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up portrait focuses with intimate intensity on a distinctively stylish man, his features rendered in sharp detail. He wears a vibrant brown wool felt hat, its chiseled brim casting a soft shadow across his forehead. His face, accented by a carefully groomed mustache and goatee, is stern. His attire is simple yet deliberate: a matte black cotton shirt that absorbs light, providing a stark canvas for a large silver curb chain necklace clinging to his collarbone. The background melts into a soft-focus bokeh of blurred interior space, dominated by a cool, cinematic blue light spilling from an off-camera source, depicting a sharp, electric rim light along his chin and shoulders. This contrasts sharply with the warm, soft key light that models the planes of his face. His dark eyes stare intently at a point just beyond the frame, and his entire being seems to pause as he listens to something beyond the frame or wrestles with deep inner thoughts, creating an atmosphere of quiet, contemplative, and powerful concentration.", + "seed": 20887, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_2/index_2758_seed_20887_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03792874678038061, + "vlm_logprob": -0.03792874678038061, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.03792874678038061, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014756930992007256 + ], + "opposite_logprob_tokens": [ + -4.38975715637207 + ], + "logprob_reward": -0.014756930992007256, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014756930992007256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029444880783557892, + 0.030870698392391205, + 0.044429972767829895, + 0.017542261630296707, + 0.014091121032834053, + 0.21741518378257751, + 0.03697000443935394, + 0.44074109196662903, + 0.05564328283071518, + 0.11285153031349182 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.014756930992007256 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054989613592624664 + ], + "opposite_logprob_tokens": [ + -2.9299895763397217 + ], + "logprob_reward": -0.054989613592624664, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054989613592624664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07194603234529495, + 0.020375670865178108, + 0.04905978590250015, + 0.02020219713449478, + 0.015943394973874092, + 0.4686500132083893, + 0.01565743423998356, + 0.25040024518966675, + 0.024223381653428078, + 0.06354188174009323 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.054989613592624664 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129799410700798 + ], + "opposite_logprob_tokens": [ + -2.2379798889160156 + ], + "logprob_reward": -0.1129799410700798, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129799410700798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03674741089344025, + 0.02995450049638748, + 0.048222851008176804, + 0.01842784881591797, + 0.013809791766107082, + 0.5480242371559143, + 0.05101780593395233, + 0.13930712640285492, + 0.03433678299188614, + 0.08015168458223343 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.1129799410700798 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028178293723613024 + ], + "opposite_logprob_tokens": [ + -5.877817630767822 + ], + "logprob_reward": -0.0028178293723613024, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028178293723613024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15181881189346313, + 0.045187074691057205, + 0.04414590820670128, + 0.04466129094362259, + 0.06836511194705963, + 0.2998570203781128, + 0.02076263539493084, + 0.24183666706085205, + 0.04441588744521141, + 0.03894960135221481 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.0028178293723613024 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up portrait of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a vibrant brown wool felt hat with a chiseled brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a matte black cotton shirt with a large silver curb chain necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of blurred interior space with cool blue rim lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's face illuminated by a warm, soft key light while his eyes stare intently beyond the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040994188748300076 + ], + "opposite_logprob_tokens": [ + -5.504099369049072 + ], + "logprob_reward": -0.0040994188748300076, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040994188748300076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09188637137413025, + 0.023405272513628006, + 0.05002882704138756, + 0.037886302918195724, + 0.025928108021616936, + 0.0490260012447834, + 0.06611418724060059, + 0.5064926743507385, + 0.09415507316589355, + 0.055077120661735535 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.0040994188748300076 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_3/index_tensor([3312, 3312])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_3/index_tensor([3312, 3312])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eb40d95a0f05e66f01fca4b70228aac4eebe8cd7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_3/index_tensor([3312, 3312])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot, placed the viewer at eye level before a majestic Siberian tiger, against a blurred backdrop of snow-covered coniferous forest. Under the cool, bright winter light, the tiger's dense, rich fur reveals every detail: vibrant orange interwoven with pure white, broken by broad, deep black stripes, each hair seemingly sharply defined. At first, its piercing amber eyes narrow slightly, its wiry white whiskers twitching with tension, its facial muscles tense, foreshadowing an impending explosion. Then, without warning, its jaws open to the limit, frozen in a silent yet powerful roar, revealing dagger-sharp canines, serrated molars, and a pink, barbed tongue. A moist sheen lingers on the surface of its teeth. Its facial skin is wrinkled due to extreme tension, forming powerful folds. The whole picture is full of primitive wildness and unquestionable majesty, conveying an awe-inspiring and soul-stirring atmosphere of tension.", + "seed": 7889, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_3/index_3312_seed_7889_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06413040871266276, + "vlm_logprob": -0.06413040871266276, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.06413040871266276, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01662062294781208 + ], + "opposite_logprob_tokens": [ + -4.391620635986328 + ], + "logprob_reward": -0.01662062294781208, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01662062294781208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12115813046693802, + 0.08594466000795364, + 0.08137490600347519, + 0.16011884808540344, + 0.2019069492816925, + 0.0767495185136795, + 0.049770426005125046, + 0.06248452141880989, + 0.1139160543680191, + 0.04657594487071037 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.01662062294781208 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813957631587982 + ], + "opposite_logprob_tokens": [ + -1.4063957929611206 + ], + "logprob_reward": -0.2813957631587982, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813957631587982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05908013880252838, + 0.04506728798151016, + 0.059476371854543686, + 0.05390813201665878, + 0.20679135620594025, + 0.23715680837631226, + 0.027018632739782333, + 0.05291213095188141, + 0.21510636806488037, + 0.043482713401317596 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.2813957631587982 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024991966784000397 + ], + "opposite_logprob_tokens": [ + -6.002499103546143 + ], + "logprob_reward": -0.0024991966784000397, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024991966784000397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18935203552246094, + 0.06870431452989578, + 0.06423445791006088, + 0.06929395347833633, + 0.07069525122642517, + 0.08855748921632767, + 0.05055057257413864, + 0.042893167585134506, + 0.21416492760181427, + 0.1415538638830185 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0024991966784000397 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001946698990650475 + ], + "opposite_logprob_tokens": [ + -6.251946926116943 + ], + "logprob_reward": -0.001946698990650475, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001946698990650475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025098882615566254, + 0.021417930722236633, + 0.015163803473114967, + 0.015945274382829666, + 0.24220602214336395, + 0.38017404079437256, + 0.03759712725877762, + 0.09456570446491241, + 0.12121745944023132, + 0.04661376401782036 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.001946698990650475 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818976178765297 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.01818976178765297, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818976178765297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03770405426621437, + 0.031975287944078445, + 0.030226942151784897, + 0.11099189519882202, + 0.11753175407648087, + 0.4088667333126068, + 0.06682053208351135, + 0.08860909193754196, + 0.06838260591030121, + 0.03889112547039986 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.01818976178765297 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot, placed the viewer at eye level before a majestic Siberian tiger, against a blurred backdrop of snow-covered coniferous forest. Under the cool, bright winter light, the tiger's dense, rich fur reveals every detail: vibrant orange interwoven with pure white, broken by broad, deep black stripes, each hair seemingly sharply defined. At first, its piercing amber eyes narrow slightly, its wiry white whiskers twitching with tension, its facial muscles tense, foreshadowing an impending explosion. Then, without warning, its jaws open to the limit, frozen in a silent yet powerful roar, revealing dagger-sharp canines, serrated molars, and a pink, barbed tongue. A moist sheen lingers on the surface of its teeth. Its facial skin is wrinkled due to extreme tension, forming powerful folds. The whole picture is full of primitive wildness and unquestionable majesty, conveying an awe-inspiring and soul-stirring atmosphere of tension.", + "seed": 7890, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_3/index_3312_seed_7890_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07684974418953061, + "vlm_logprob": -0.07684974418953061, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.07684974418953061, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08463545888662338 + ], + "opposite_logprob_tokens": [ + -2.5846354961395264 + ], + "logprob_reward": -0.08463545888662338, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08463545888662338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18084676563739777, + 0.09959918260574341, + 0.06466630101203918, + 0.12315187603235245, + 0.04751474782824516, + 0.04203128069639206, + 0.1766088902950287, + 0.03345054015517235, + 0.12075361609458923, + 0.11137677729129791 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.08463545888662338 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20165053009986877 + ], + "opposite_logprob_tokens": [ + -1.7016505002975464 + ], + "logprob_reward": -0.20165053009986877, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20165053009986877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14371927082538605, + 0.07766358554363251, + 0.06435887515544891, + 0.03662031143903732, + 0.034732069820165634, + 0.05291379988193512, + 0.0694478377699852, + 0.17491289973258972, + 0.24976016581058502, + 0.09587118774652481 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.20165053009986877 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022072256542742252 + ], + "opposite_logprob_tokens": [ + -6.127207279205322 + ], + "logprob_reward": -0.0022072256542742252, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022072256542742252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19216947257518768, + 0.10478487610816956, + 0.11350972205400467, + 0.046441610902547836, + 0.04404016211628914, + 0.07553327828645706, + 0.15352608263492584, + 0.07147057354450226, + 0.08104255795478821, + 0.11748170852661133 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.0022072256542742252 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370778262615204 + ], + "opposite_logprob_tokens": [ + -3.408707857131958 + ], + "logprob_reward": -0.03370778262615204, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370778262615204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07179546356201172, + 0.04934785142540932, + 0.14753428101539612, + 0.015583139844238758, + 0.013862952589988708, + 0.02314082533121109, + 0.18229547142982483, + 0.10227059572935104, + 0.18380683660507202, + 0.21036256849765778 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.03370778262615204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062047723680734634 + ], + "opposite_logprob_tokens": [ + -2.8120477199554443 + ], + "logprob_reward": -0.062047723680734634, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062047723680734634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1524830162525177, + 0.050660524517297745, + 0.05833027884364128, + 0.024188252165913582, + 0.018924757838249207, + 0.07092561572790146, + 0.13563057780265808, + 0.12258373200893402, + 0.1118682250380516, + 0.25440505146980286 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.062047723680734634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot, placed the viewer at eye level before a majestic Siberian tiger, against a blurred backdrop of snow-covered coniferous forest. Under the cool, bright winter light, the tiger's dense, rich fur reveals every detail: vibrant orange interwoven with pure white, broken by broad, deep black stripes, each hair seemingly sharply defined. At first, its piercing amber eyes narrow slightly, its wiry white whiskers twitching with tension, its facial muscles tense, foreshadowing an impending explosion. Then, without warning, its jaws open to the limit, frozen in a silent yet powerful roar, revealing dagger-sharp canines, serrated molars, and a pink, barbed tongue. A moist sheen lingers on the surface of its teeth. Its facial skin is wrinkled due to extreme tension, forming powerful folds. The whole picture is full of primitive wildness and unquestionable majesty, conveying an awe-inspiring and soul-stirring atmosphere of tension.", + "seed": 7891, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_3/index_3312_seed_7891_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03419151029083878, + "vlm_logprob": -0.03419151029083878, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.03419151029083878, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02177707850933075 + ], + "opposite_logprob_tokens": [ + -4.271777153015137 + ], + "logprob_reward": -0.02177707850933075, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.02177707850933075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.9201142191886902, + 0.03246205300092697, + 0.008099230006337166, + 0.017788883298635483, + 0.0019645388238132, + 0.00823784526437521, + 0.0017538779648020864, + 0.002566087990999222, + 0.004616920370608568, + 0.002396248048171401 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.02177707850933075 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08909082412719727 + ], + "opposite_logprob_tokens": [ + -2.4640908241271973 + ], + "logprob_reward": -0.08909082412719727, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08909082412719727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.893927812576294, + 0.05128546059131622, + 0.006801190320402384, + 0.010682612657546997, + 0.00133694417309016, + 0.02586941048502922, + 0.002156633185222745, + 0.004316980484873056, + 0.0016255537047982216, + 0.0019973749294877052 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.08909082412719727 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019470559200271964 + ], + "opposite_logprob_tokens": [ + -6.251946926116943 + ], + "logprob_reward": -0.0019470559200271964, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019470559200271964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.955560564994812, + 0.004142427816987038, + 0.008017376065254211, + 0.008019398897886276, + 0.003931645769625902, + 0.006522482261061668, + 0.0034911208786070347, + 0.0025917361490428448, + 0.005415499676018953, + 0.0023077200166881084 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0019470559200271964 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031973214354366064 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.0031973214354366064, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031973214354366064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7539664506912231, + 0.06725801527500153, + 0.007725851144641638, + 0.02158709242939949, + 0.007441287860274315, + 0.0413690060377121, + 0.005975406151264906, + 0.01645265892148018, + 0.0518595352768898, + 0.026364766061306 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0031973214354366064 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494527146220207 + ], + "opposite_logprob_tokens": [ + -2.929945230484009 + ], + "logprob_reward": -0.05494527146220207, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494527146220207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15083256363868713, + 0.15622307360172272, + 0.03326466679573059, + 0.062356654554605484, + 0.02429557964205742, + 0.3276389539241791, + 0.021909384056925774, + 0.11227258294820786, + 0.07265566289424896, + 0.038550809025764465 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.05494527146220207 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot, placed the viewer at eye level before a majestic Siberian tiger, against a blurred backdrop of snow-covered coniferous forest. Under the cool, bright winter light, the tiger's dense, rich fur reveals every detail: vibrant orange interwoven with pure white, broken by broad, deep black stripes, each hair seemingly sharply defined. At first, its piercing amber eyes narrow slightly, its wiry white whiskers twitching with tension, its facial muscles tense, foreshadowing an impending explosion. Then, without warning, its jaws open to the limit, frozen in a silent yet powerful roar, revealing dagger-sharp canines, serrated molars, and a pink, barbed tongue. A moist sheen lingers on the surface of its teeth. Its facial skin is wrinkled due to extreme tension, forming powerful folds. The whole picture is full of primitive wildness and unquestionable majesty, conveying an awe-inspiring and soul-stirring atmosphere of tension.", + "seed": 7892, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_3/index_3312_seed_7892_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03281069071963429, + "vlm_logprob": -0.03281069071963429, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.03281069071963429, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05384733900427818 + ], + "opposite_logprob_tokens": [ + -3.178847312927246 + ], + "logprob_reward": -0.05384733900427818, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.05384733900427818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1461109071969986, + 0.029452839866280556, + 0.5197535157203674, + 0.0759391114115715, + 0.07901597023010254, + 0.05064932629466057, + 0.03032020851969719, + 0.023461144417524338, + 0.02391975373029709, + 0.021377185359597206 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.05384733900427818 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08910194784402847 + ], + "opposite_logprob_tokens": [ + -2.464102029800415 + ], + "logprob_reward": -0.08910194784402847, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08910194784402847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03194846212863922, + 0.03849373012781143, + 0.18283315002918243, + 0.4686913788318634, + 0.0506289079785347, + 0.03729522228240967, + 0.018006032332777977, + 0.04069974645972252, + 0.09689982980489731, + 0.03450359031558037 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.08910194784402847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004104167688637972 + ], + "opposite_logprob_tokens": [ + -5.504104137420654 + ], + "logprob_reward": -0.004104167688637972, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004104167688637972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3600289523601532, + 0.14512816071510315, + 0.2691706120967865, + 0.028788791969418526, + 0.028144706040620804, + 0.0355781726539135, + 0.025134233757853508, + 0.031174376606941223, + 0.03142005577683449, + 0.04543193429708481 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.004104167688637972 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000929519534111023 + ], + "opposite_logprob_tokens": [ + -7.000929355621338 + ], + "logprob_reward": -0.000929519534111023, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000929519534111023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05348341912031174, + 0.025404443964362144, + 0.029654713347554207, + 0.09930076450109482, + 0.162342831492424, + 0.11076590418815613, + 0.06534354388713837, + 0.08019079267978668, + 0.09416531771421432, + 0.279348224401474 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.000929519534111023 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Siberian tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and placed at eye level with the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred snow-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tiger open its jaws wide to reveal sharp canines, molars, and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's facial skin wrinkled with folds due to extreme tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070479527115822 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070479527115822, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070479527115822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05004644766449928, + 0.032261598855257034, + 0.19689033925533295, + 0.1632830649614334, + 0.24058064818382263, + 0.146467387676239, + 0.033863190561532974, + 0.04918013885617256, + 0.04278596490621567, + 0.04464119300246239 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.016070479527115822 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_4/index_tensor([2221, 2221])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_4/index_tensor([2221, 2221])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..48ecc639e8e9d23559dfe8d6f8f054d9574b9bcc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_4/index_tensor([2221, 2221])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "single, high-speed, dynamic tracking shot, starting from a low angle and spiraling upwards in unison with the subject's movements, weaves through a vast, mountainous scrapyard. At the center of the frame, a young man in a faded gray hoodie and oil-stained overalls, wearing heavy industrial boots, clutches a massive, industrial-grade energy weapon. The weapon is ruggedly constructed, crisscrossed with pipes and fins, its core emitting a dazzling blue arc of electricity when activated. With his legs firmly planted on the twisted pile of metal, he leans back to gather power, then, with a dramatic, explosive gesture, slams the weapon forward. A visible, fan-shaped wave of energy erupts from the weapon's front, instantly impacting the mountain of scrap metal ahead. Countless rusted car hulls, twisted rebar, and broken mechanical parts are instantly ripped apart and flung into the air by this invisible force, creating a spectacular storm of metal. The fragments gleam coldly in the glaring sunlight, scattering across the sky. The camera uses a first-person drone-like perspective, thrillingly shuttling among the flying debris, always locking the young man's focused and fanatical expression and his powerful core movements in the picture. The whole scene presents a high-contrast rough texture under strong sunlight, and the air is filled with dust and metal particles, creating a chaotic, wild and visually impactful apocalyptic industrial atmosphere.", + "seed": 422, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_4/index_2221_seed_422_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.051071679871529344, + "vlm_logprob": -0.051071679871529344, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.051071679871529344, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18037281930446625 + ], + "opposite_logprob_tokens": [ + -1.8053728342056274 + ], + "logprob_reward": -0.18037281930446625, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18037281930446625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13019976019859314, + 0.04949760064482689, + 0.13518327474594116, + 0.21476946771144867, + 0.08419477194547653, + 0.04718143492937088, + 0.0995529517531395, + 0.08467515558004379, + 0.06372658163309097, + 0.09101901948451996 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.18037281930446625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004107847809791565 + ], + "opposite_logprob_tokens": [ + -5.50410795211792 + ], + "logprob_reward": -0.004107847809791565, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004107847809791565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14431992173194885, + 0.072455495595932, + 0.11334343999624252, + 0.16200435161590576, + 0.06017113849520683, + 0.06135327368974686, + 0.07527681440114975, + 0.07508814334869385, + 0.10684950649738312, + 0.12913787364959717 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.004107847809791565 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249407142400742 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249407142400742, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249407142400742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12890595197677612, + 0.05013852193951607, + 0.11035174876451492, + 0.18744367361068726, + 0.07553829252719879, + 0.04749392718076706, + 0.08768022805452347, + 0.1329820603132248, + 0.08157046884298325, + 0.09789513796567917 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.005249407142400742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036104037426412106 + ], + "opposite_logprob_tokens": [ + -5.628610610961914 + ], + "logprob_reward": -0.0036104037426412106, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036104037426412106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15166164934635162, + 0.0582665279507637, + 0.034215960651636124, + 0.10385943949222565, + 0.037290122359991074, + 0.05180898681282997, + 0.11413569003343582, + 0.07805339246988297, + 0.03511109575629234, + 0.3355972468852997 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0036104037426412106 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06201792135834694 + ], + "opposite_logprob_tokens": [ + -2.8120179176330566 + ], + "logprob_reward": -0.06201792135834694, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06201792135834694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13101428747177124, + 0.026497481390833855, + 0.04143546521663666, + 0.07045045495033264, + 0.08399689197540283, + 0.13895151019096375, + 0.3487720489501953, + 0.0404985211789608, + 0.03588242828845978, + 0.08250095695257187 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.06201792135834694 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, high-speed, dynamic tracking shot, starting from a low angle and spiraling upwards in unison with the subject's movements, weaves through a vast, mountainous scrapyard. At the center of the frame, a young man in a faded gray hoodie and oil-stained overalls, wearing heavy industrial boots, clutches a massive, industrial-grade energy weapon. The weapon is ruggedly constructed, crisscrossed with pipes and fins, its core emitting a dazzling blue arc of electricity when activated. With his legs firmly planted on the twisted pile of metal, he leans back to gather power, then, with a dramatic, explosive gesture, slams the weapon forward. A visible, fan-shaped wave of energy erupts from the weapon's front, instantly impacting the mountain of scrap metal ahead. Countless rusted car hulls, twisted rebar, and broken mechanical parts are instantly ripped apart and flung into the air by this invisible force, creating a spectacular storm of metal. The fragments gleam coldly in the glaring sunlight, scattering across the sky. The camera uses a first-person drone-like perspective, thrillingly shuttling among the flying debris, always locking the young man's focused and fanatical expression and his powerful core movements in the picture. The whole scene presents a high-contrast rough texture under strong sunlight, and the air is filled with dust and metal particles, creating a chaotic, wild and visually impactful apocalyptic industrial atmosphere.", + "seed": 423, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_4/index_2221_seed_423_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05235828645527363, + "vlm_logprob": -0.05235828645527363, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.05235828645527363, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1809414029121399 + ], + "opposite_logprob_tokens": [ + -1.8059413433074951 + ], + "logprob_reward": -0.1809414029121399, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1809414029121399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13198158144950867, + 0.09439226239919662, + 0.038017671555280685, + 0.1163446232676506, + 0.15806922316551208, + 0.08145937323570251, + 0.03807476907968521, + 0.13405314087867737, + 0.12207657843828201, + 0.08553073555231094 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.1809414029121399 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008655767887830734 + ], + "opposite_logprob_tokens": [ + -4.758655548095703 + ], + "logprob_reward": -0.008655767887830734, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008655767887830734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22345221042633057, + 0.17934413254261017, + 0.11693023890256882, + 0.046888478100299835, + 0.0361553430557251, + 0.03845171257853508, + 0.049455426633358, + 0.08109670132398605, + 0.13209834694862366, + 0.09612735360860825 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.008655767887830734 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635913021862507 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.008635913021862507, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635913021862507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1977180689573288, + 0.06619817018508911, + 0.11276428401470184, + 0.035074349492788315, + 0.027237718924880028, + 0.051739972084760666, + 0.044153474271297455, + 0.09959986805915833, + 0.16968737542629242, + 0.1958267092704773 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.008635913021862507 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008632485754787922 + ], + "opposite_logprob_tokens": [ + -4.758632659912109 + ], + "logprob_reward": -0.008632485754787922, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008632485754787922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33166611194610596, + 0.1672021895647049, + 0.05210893973708153, + 0.05854038894176483, + 0.08416339010000229, + 0.03537021204829216, + 0.040378257632255554, + 0.039232488721609116, + 0.10929114371538162, + 0.08204679191112518 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.008632485754787922 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054925862699747086 + ], + "opposite_logprob_tokens": [ + -2.9299259185791016 + ], + "logprob_reward": -0.054925862699747086, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054925862699747086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16072136163711548, + 0.053339049220085144, + 0.11395768821239471, + 0.05691445618867874, + 0.047408442944288254, + 0.0769006609916687, + 0.1859327256679535, + 0.13935618102550507, + 0.06468195468187332, + 0.1007874459028244 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.054925862699747086 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, high-speed, dynamic tracking shot, starting from a low angle and spiraling upwards in unison with the subject's movements, weaves through a vast, mountainous scrapyard. At the center of the frame, a young man in a faded gray hoodie and oil-stained overalls, wearing heavy industrial boots, clutches a massive, industrial-grade energy weapon. The weapon is ruggedly constructed, crisscrossed with pipes and fins, its core emitting a dazzling blue arc of electricity when activated. With his legs firmly planted on the twisted pile of metal, he leans back to gather power, then, with a dramatic, explosive gesture, slams the weapon forward. A visible, fan-shaped wave of energy erupts from the weapon's front, instantly impacting the mountain of scrap metal ahead. Countless rusted car hulls, twisted rebar, and broken mechanical parts are instantly ripped apart and flung into the air by this invisible force, creating a spectacular storm of metal. The fragments gleam coldly in the glaring sunlight, scattering across the sky. The camera uses a first-person drone-like perspective, thrillingly shuttling among the flying debris, always locking the young man's focused and fanatical expression and his powerful core movements in the picture. The whole scene presents a high-contrast rough texture under strong sunlight, and the air is filled with dust and metal particles, creating a chaotic, wild and visually impactful apocalyptic industrial atmosphere.", + "seed": 424, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_4/index_2221_seed_424_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06255860347300768, + "vlm_logprob": -0.06255860347300768, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.06255860347300768, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22629429399967194 + ], + "opposite_logprob_tokens": [ + -1.6012942790985107 + ], + "logprob_reward": -0.22629429399967194, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22629429399967194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12008623778820038, + 0.07231754809617996, + 0.09596207737922668, + 0.12323710322380066, + 0.01596093364059925, + 0.06171421706676483, + 0.038203850388526917, + 0.07912132889032364, + 0.06231340020895004, + 0.33108335733413696 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.22629429399967194 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00526660168543458 + ], + "opposite_logprob_tokens": [ + -5.2552666664123535 + ], + "logprob_reward": -0.00526660168543458, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00526660168543458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08848048001527786, + 0.06180288642644882, + 0.13762038946151733, + 0.18789361417293549, + 0.01318456418812275, + 0.024403264746069908, + 0.07194676250219345, + 0.028834091499447823, + 0.027236387133598328, + 0.3585975468158722 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.00526660168543458 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613373264670372 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613373264670372, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613373264670372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10551560670137405, + 0.04099589213728905, + 0.08976065367460251, + 0.06829914450645447, + 0.023281829431653023, + 0.04231434687972069, + 0.09296736121177673, + 0.01760571263730526, + 0.03766131028532982, + 0.4815981686115265 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.003613373264670372 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007623270619660616 + ], + "opposite_logprob_tokens": [ + -4.882623195648193 + ], + "logprob_reward": -0.007623270619660616, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007623270619660616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3658198416233063, + 0.0259843859821558, + 0.045986346900463104, + 0.024493297562003136, + 0.012066344730556011, + 0.057539112865924835, + 0.023851733654737473, + 0.019946623593568802, + 0.018822981044650078, + 0.4054892957210541 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.007623270619660616 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999547779560089 + ], + "opposite_logprob_tokens": [ + -2.694995403289795 + ], + "logprob_reward": -0.06999547779560089, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999547779560089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21238942444324493, + 0.041893281042575836, + 0.048892248421907425, + 0.1570349931716919, + 0.02684391289949417, + 0.10757699608802795, + 0.027290869504213333, + 0.016538821160793304, + 0.03491286188364029, + 0.3266265094280243 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.06999547779560089 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, high-speed, dynamic tracking shot, starting from a low angle and spiraling upwards in unison with the subject's movements, weaves through a vast, mountainous scrapyard. At the center of the frame, a young man in a faded gray hoodie and oil-stained overalls, wearing heavy industrial boots, clutches a massive, industrial-grade energy weapon. The weapon is ruggedly constructed, crisscrossed with pipes and fins, its core emitting a dazzling blue arc of electricity when activated. With his legs firmly planted on the twisted pile of metal, he leans back to gather power, then, with a dramatic, explosive gesture, slams the weapon forward. A visible, fan-shaped wave of energy erupts from the weapon's front, instantly impacting the mountain of scrap metal ahead. Countless rusted car hulls, twisted rebar, and broken mechanical parts are instantly ripped apart and flung into the air by this invisible force, creating a spectacular storm of metal. The fragments gleam coldly in the glaring sunlight, scattering across the sky. The camera uses a first-person drone-like perspective, thrillingly shuttling among the flying debris, always locking the young man's focused and fanatical expression and his powerful core movements in the picture. The whole scene presents a high-contrast rough texture under strong sunlight, and the air is filled with dust and metal particles, creating a chaotic, wild and visually impactful apocalyptic industrial atmosphere.", + "seed": 425, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_4/index_2221_seed_425_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08896481147967279, + "vlm_logprob": -0.08896481147967279, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.08896481147967279, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38761448860168457 + ], + "opposite_logprob_tokens": [ + -1.1376144886016846 + ], + "logprob_reward": -0.38761448860168457, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38761448860168457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3317258059978485, + 0.03379261866211891, + 0.048830196261405945, + 0.061418917030096054, + 0.04125041142106056, + 0.19984714686870575, + 0.14732199907302856, + 0.06960052996873856, + 0.044172368943691254, + 0.02203999273478985 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.38761448860168457 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022053224965929985 + ], + "opposite_logprob_tokens": [ + -6.1272053718566895 + ], + "logprob_reward": -0.0022053224965929985, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022053224965929985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21225431561470032, + 0.13086213171482086, + 0.04168394207954407, + 0.0990821048617363, + 0.04681292921304703, + 0.1424228399991989, + 0.0552385039627552, + 0.12551181018352509, + 0.06530507653951645, + 0.08082635700702667 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0022053224965929985 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00318971648812294 + ], + "opposite_logprob_tokens": [ + -5.753189563751221 + ], + "logprob_reward": -0.00318971648812294, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00318971648812294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1864739954471588, + 0.07608210295438766, + 0.06569179892539978, + 0.1327161341905594, + 0.052221979945898056, + 0.08066154271364212, + 0.03776339441537857, + 0.10479696094989777, + 0.1036377027630806, + 0.15995438396930695 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.00318971648812294 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031874587293714285 + ], + "opposite_logprob_tokens": [ + -5.753187656402588 + ], + "logprob_reward": -0.0031874587293714285, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031874587293714285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24931779503822327, + 0.08649718016386032, + 0.029305187985301018, + 0.05456961691379547, + 0.04171448200941086, + 0.08365955203771591, + 0.15121009945869446, + 0.1652231216430664, + 0.03615263104438782, + 0.10235028713941574 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0031874587293714285 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young man wearing a faded gray hoodie and oil-stained overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man holding a massive industrial-grade energy weapon with pipes, fins, and a core emitting a blue electric arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slam the weapon forward to create a fan-shaped wave of energy that rips apart rusted car hulls and metal debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast mountainous scrapyard filled with rusted car hulls, twisted rebar, and broken mechanical parts under glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a first-person drone-like perspective that spirals upwards while tracking the subject amidst flying debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04862707108259201 + ], + "opposite_logprob_tokens": [ + -3.0486271381378174 + ], + "logprob_reward": -0.04862707108259201, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04862707108259201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24084748327732086, + 0.11871432512998581, + 0.08493389189243317, + 0.02676442824304104, + 0.04804163798689842, + 0.062111008912324905, + 0.05378669127821922, + 0.10496918857097626, + 0.21666540205478668, + 0.04316595941781998 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.04862707108259201 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_5/index_tensor([5562, 5562])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_5/index_tensor([5562, 5562])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cb37326618118dbdedef47e78f280032b313af6d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_5/index_tensor([5562, 5562])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot, the frame trembling violently, captures the tragic final moments of a magnificent, ancient, white-walled, black-tiled Hui-style building. Against a backdrop of a hazy, suspended dusty sky, the building's mottled white walls and towering horse-head walls appear remarkably solemn. Suddenly, with a resounding, muffled roar from the ground, the building's foundations begin to tremble violently. The thick, dark brown wooden beams crackle with a piercing sound under the overwhelming pressure, instantly twisting and snapping. Immediately afterwards, the layers of dark gray tiles on the roof lose their grip and are hurled in all directions like black hail, hurled in a destructive force, leaving countless shattered paths in the air. After losing its core support, the main body of the building tilted catastrophically to one side and finally disintegrated completely with a devastating roar, turning into a pile of tumbling bricks, stones and wood. An even larger, denser column of dust shot up into the sky, instantly engulfing all the wreckage. The entire scene was filled with a sense of destructive power and an atmosphere of irreversible end.", + "seed": 21163, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_5/index_5562_seed_21163_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1377344861626625, + "vlm_logprob": -0.1377344861626625, + "vlm_yes_no_margin": 2.475000023841858, + "vlm_token_credit": -0.1377344861626625, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05684148520231247 + ], + "opposite_logprob_tokens": [ + -2.9318413734436035 + ], + "logprob_reward": -0.05684148520231247, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05684148520231247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12177082151174545, + 0.08006372302770615, + 0.2681052088737488, + 0.06432119011878967, + 0.058179307729005814, + 0.06519414484500885, + 0.08643267303705215, + 0.09367124736309052, + 0.07802251726388931, + 0.0842391848564148 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.05684148520231247 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026369880884885788 + ], + "opposite_logprob_tokens": [ + -3.65136981010437 + ], + "logprob_reward": -0.026369880884885788, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026369880884885788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12330638617277145, + 0.03586878255009651, + 0.07552110403776169, + 0.03096841834485531, + 0.10024696588516235, + 0.12242284417152405, + 0.18083250522613525, + 0.09818222373723984, + 0.08711259067058563, + 0.14553818106651306 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.026369880884885788 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42896291613578796 + ], + "opposite_logprob_tokens": [ + -1.0539629459381104 + ], + "logprob_reward": -0.42896291613578796, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42896291613578796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04219633713364601, + 0.033249273896217346, + 0.020027127116918564, + 0.018287863582372665, + 0.61826491355896, + 0.04492657631635666, + 0.04634005203843117, + 0.03397148475050926, + 0.050669409334659576, + 0.09206695854663849 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.42896291613578796 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279094338417053 + ], + "opposite_logprob_tokens": [ + -2.0177910327911377 + ], + "logprob_reward": -0.14279094338417053, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14279094338417053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07166390866041183, + 0.03614823520183563, + 0.026574647054076195, + 0.029736004769802094, + 0.31560102105140686, + 0.08794371783733368, + 0.135731041431427, + 0.12916883826255798, + 0.09487096220254898, + 0.07256166636943817 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.14279094338417053 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370720520615578 + ], + "opposite_logprob_tokens": [ + -3.4087071418762207 + ], + "logprob_reward": -0.03370720520615578, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370720520615578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18864533305168152, + 0.07577323913574219, + 0.13458023965358734, + 0.14248132705688477, + 0.12512622773647308, + 0.11126270890235901, + 0.07796990871429443, + 0.0321301594376564, + 0.049451038241386414, + 0.06257984042167664 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.03370720520615578 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the frame trembling violently, captures the tragic final moments of a magnificent, ancient, white-walled, black-tiled Hui-style building. Against a backdrop of a hazy, suspended dusty sky, the building's mottled white walls and towering horse-head walls appear remarkably solemn. Suddenly, with a resounding, muffled roar from the ground, the building's foundations begin to tremble violently. The thick, dark brown wooden beams crackle with a piercing sound under the overwhelming pressure, instantly twisting and snapping. Immediately afterwards, the layers of dark gray tiles on the roof lose their grip and are hurled in all directions like black hail, hurled in a destructive force, leaving countless shattered paths in the air. After losing its core support, the main body of the building tilted catastrophically to one side and finally disintegrated completely with a devastating roar, turning into a pile of tumbling bricks, stones and wood. An even larger, denser column of dust shot up into the sky, instantly engulfing all the wreckage. The entire scene was filled with a sense of destructive power and an atmosphere of irreversible end.", + "seed": 21164, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_5/index_5562_seed_21164_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.37168666571378706, + "vlm_logprob": -0.37168666571378706, + "vlm_yes_no_margin": 1.55, + "vlm_token_credit": -0.37168666571378706, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06448078900575638 + ], + "opposite_logprob_tokens": [ + -2.814480781555176 + ], + "logprob_reward": -0.06448078900575638, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06448078900575638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2765953242778778, + 0.10956680774688721, + 0.1522805392742157, + 0.12014065682888031, + 0.03552737832069397, + 0.06069155037403107, + 0.024627752602100372, + 0.03420785814523697, + 0.13254186511039734, + 0.0538201741874218 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.06448078900575638 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039998829364777 + ], + "opposite_logprob_tokens": [ + -1.9104000329971313 + ], + "logprob_reward": -0.16039998829364777, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039998829364777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15133103728294373, + 0.03694280982017517, + 0.18843571841716766, + 0.19054335355758667, + 0.08505042642354965, + 0.05446409061551094, + 0.019459806382656097, + 0.035830058157444, + 0.09207657724618912, + 0.14586614072322845 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.16039998829364777 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743573665618896 + ], + "opposite_logprob_tokens": [ + -0.47435736656188965 + ], + "logprob_reward": -0.9743573665618896, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743573665618896, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10330720990896225, + 0.04059046506881714, + 0.35685569047927856, + 0.14160722494125366, + 0.09981012344360352, + 0.12349679321050644, + 0.02631152607500553, + 0.03288714960217476, + 0.025709928944706917, + 0.049423862248659134 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.9743573665618896 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328204274177551 + ], + "opposite_logprob_tokens": [ + -0.7578204274177551 + ], + "logprob_reward": -0.6328204274177551, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328204274177551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1885869801044464, + 0.08846016228199005, + 0.38366881012916565, + 0.08856343477964401, + 0.054542090743780136, + 0.04599376022815704, + 0.02048388309776783, + 0.018094399943947792, + 0.047516703605651855, + 0.06408985704183578 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.6328204274177551 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026374757289886475 + ], + "opposite_logprob_tokens": [ + -3.6513748168945312 + ], + "logprob_reward": -0.026374757289886475, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026374757289886475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1603332906961441, + 0.0981912761926651, + 0.12452492117881775, + 0.1479211300611496, + 0.13100045919418335, + 0.07743736356496811, + 0.08759158849716187, + 0.057249732315540314, + 0.06651078909635544, + 0.049239519983530045 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.026374757289886475 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the frame trembling violently, captures the tragic final moments of a magnificent, ancient, white-walled, black-tiled Hui-style building. Against a backdrop of a hazy, suspended dusty sky, the building's mottled white walls and towering horse-head walls appear remarkably solemn. Suddenly, with a resounding, muffled roar from the ground, the building's foundations begin to tremble violently. The thick, dark brown wooden beams crackle with a piercing sound under the overwhelming pressure, instantly twisting and snapping. Immediately afterwards, the layers of dark gray tiles on the roof lose their grip and are hurled in all directions like black hail, hurled in a destructive force, leaving countless shattered paths in the air. After losing its core support, the main body of the building tilted catastrophically to one side and finally disintegrated completely with a devastating roar, turning into a pile of tumbling bricks, stones and wood. An even larger, denser column of dust shot up into the sky, instantly engulfing all the wreckage. The entire scene was filled with a sense of destructive power and an atmosphere of irreversible end.", + "seed": 21165, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_5/index_5562_seed_21165_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10692589282989502, + "vlm_logprob": -0.10692589282989502, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.10692589282989502, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024612337350845337 + ], + "opposite_logprob_tokens": [ + -3.7746124267578125 + ], + "logprob_reward": -0.024612337350845337, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024612337350845337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060483746230602264, + 0.044869642704725266, + 0.039165202528238297, + 0.11422242969274521, + 0.0237228125333786, + 0.40506649017333984, + 0.0595262236893177, + 0.12441438436508179, + 0.07858026772737503, + 0.049948800355196 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.024612337350845337 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216572046279907 + ], + "opposite_logprob_tokens": [ + -4.264216423034668 + ], + "logprob_reward": -0.014216572046279907, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216572046279907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050666432827711105, + 0.011477542109787464, + 0.03601233661174774, + 0.06317935138940811, + 0.0522015281021595, + 0.3877193033695221, + 0.06387131661176682, + 0.17468272149562836, + 0.09796322137117386, + 0.062226202338933945 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.014216572046279907 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289517402648926 + ], + "opposite_logprob_tokens": [ + -1.0539517402648926 + ], + "logprob_reward": -0.4289517402648926, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289517402648926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036239080131053925, + 0.013782165944576263, + 0.03081713616847992, + 0.03586578741669655, + 0.035722896456718445, + 0.18277984857559204, + 0.1195082738995552, + 0.34786751866340637, + 0.08917364478111267, + 0.1082436814904213 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.4289517402648926 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192220479249954 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192220479249954, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018192220479249954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03235494717955589, + 0.024897843599319458, + 0.024824200198054314, + 0.06171456724405289, + 0.044015150517225266, + 0.25877729058265686, + 0.06968744844198227, + 0.21663206815719604, + 0.12076821178197861, + 0.14632831513881683 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.018192220479249954 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865659400820732 + ], + "opposite_logprob_tokens": [ + -3.048656702041626 + ], + "logprob_reward": -0.04865659400820732, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865659400820732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06074405089020729, + 0.05782314017415047, + 0.08658135682344437, + 0.07290477305650711, + 0.08493073284626007, + 0.2658931314945221, + 0.054394107311964035, + 0.10568539798259735, + 0.16473129391670227, + 0.04631201922893524 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.04865659400820732 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the frame trembling violently, captures the tragic final moments of a magnificent, ancient, white-walled, black-tiled Hui-style building. Against a backdrop of a hazy, suspended dusty sky, the building's mottled white walls and towering horse-head walls appear remarkably solemn. Suddenly, with a resounding, muffled roar from the ground, the building's foundations begin to tremble violently. The thick, dark brown wooden beams crackle with a piercing sound under the overwhelming pressure, instantly twisting and snapping. Immediately afterwards, the layers of dark gray tiles on the roof lose their grip and are hurled in all directions like black hail, hurled in a destructive force, leaving countless shattered paths in the air. After losing its core support, the main body of the building tilted catastrophically to one side and finally disintegrated completely with a devastating roar, turning into a pile of tumbling bricks, stones and wood. An even larger, denser column of dust shot up into the sky, instantly engulfing all the wreckage. The entire scene was filled with a sense of destructive power and an atmosphere of irreversible end.", + "seed": 21166, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_5/index_5562_seed_21166_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.41496078222990035, + "vlm_logprob": -0.41496078222990035, + "vlm_yes_no_margin": 1.7, + "vlm_token_credit": -0.41496078222990035, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0400080643594265 + ], + "opposite_logprob_tokens": [ + -3.290008068084717 + ], + "logprob_reward": -0.0400080643594265, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0400080643594265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11989691853523254, + 0.07472090423107147, + 0.0300909411162138, + 0.026110809296369553, + 0.022179147228598595, + 0.02855168655514717, + 0.154385507106781, + 0.44057172536849976, + 0.06544288247823715, + 0.038049500435590744 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0400080643594265 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869940131902695 + ], + "opposite_logprob_tokens": [ + -3.048699378967285 + ], + "logprob_reward": -0.04869940131902695, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869940131902695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09630651772022247, + 0.39419904351234436, + 0.06188742071390152, + 0.05555277317762375, + 0.17150229215621948, + 0.017780212685465813, + 0.09059320390224457, + 0.03871358186006546, + 0.026636747643351555, + 0.046828169375658035 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.04869940131902695 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.502129316329956 + ], + "opposite_logprob_tokens": [ + -0.2521292567253113 + ], + "logprob_reward": -1.502129316329956, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.502129316329956, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11145690083503723, + 0.11122635006904602, + 0.11079943925142288, + 0.0729970932006836, + 0.05810195207595825, + 0.029740117490291595, + 0.3007906377315521, + 0.09873975068330765, + 0.03720502555370331, + 0.06894268840551376 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -1.502129316329956 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.428970068693161 + ], + "opposite_logprob_tokens": [ + -1.0539700984954834 + ], + "logprob_reward": -0.428970068693161, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.428970068693161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07676277309656143, + 0.19111500680446625, + 0.08294099569320679, + 0.09636091440916061, + 0.1286134272813797, + 0.05258137732744217, + 0.16743232309818268, + 0.07696585357189178, + 0.05721300467848778, + 0.0700143575668335 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.428970068693161 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the building white-walled with black tiles and features horse-head walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dark gray tiles fly off the roof in all directions like black hail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick dark brown wooden beams twist and snap under pressure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building tilt catastrophically to one side before disintegrating into a pile of rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low-angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499706044793129 + ], + "opposite_logprob_tokens": [ + -2.929996967315674 + ], + "logprob_reward": -0.05499706044793129, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499706044793129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08487172424793243, + 0.10909677296876907, + 0.13215813040733337, + 0.10679054260253906, + 0.13040633499622345, + 0.03416731581091881, + 0.15316081047058105, + 0.1419384628534317, + 0.030755145475268364, + 0.07665474712848663 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.05499706044793129 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_6/index_tensor([7044, 7044])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_6/index_tensor([7044, 7044])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1cd5450d989f8438668658bacddb7baff46841b4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_6/index_tensor([7044, 7044])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up, slow-motion shot, shot from a slightly overhead angle, completely immerses the viewer in a black cast-iron pot. Within, a deep, rich, dark red broth simmers fiercely and continuously, its surface coated in a layer of translucent red oil that reflects off alluring highlights under the warm indoor lighting. Countless large, orange-red bubbles burst forth from the pot's depths, darting, colliding, and bursting among the thin, instantly curled and discolored slices of beef, the broth-soaked, verdant vegetable leaves, and the cross-cut shiitake mushrooms. As the bubbles rise, plumes of thick, white steam, mingled with a pungent aroma, rise, forming a fleeting, hazy mist in front of the camera, blurring the background and imbuing the entire scene with a vibrant, hearty, and appetizing dynamic beauty, creating a warm and vibrant dining atmosphere.", + "seed": 25563, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_6/index_7044_seed_25563_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02032355749979615, + "vlm_logprob": -0.02032355749979615, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.02032355749979615, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06244358792901039 + ], + "opposite_logprob_tokens": [ + -2.812443494796753 + ], + "logprob_reward": -0.06244358792901039, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06244358792901039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16173411905765533, + 0.1185387670993805, + 0.2172357439994812, + 0.11264100670814514, + 0.06313126534223557, + 0.15944384038448334, + 0.028029272332787514, + 0.041557930409908295, + 0.03175495192408562, + 0.06593310832977295 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.06244358792901039 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109242532402277 + ], + "opposite_logprob_tokens": [ + -4.511092662811279 + ], + "logprob_reward": -0.01109242532402277, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109242532402277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2073734551668167, + 0.27816325426101685, + 0.09207030385732651, + 0.042378224432468414, + 0.05557718500494957, + 0.18846459686756134, + 0.009949625469744205, + 0.011197307147085667, + 0.01582632027566433, + 0.09899979084730148 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.01109242532402277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254269111901522 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254269111901522, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254269111901522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21992897987365723, + 0.13552969694137573, + 0.14839483797550201, + 0.05244941636919975, + 0.09666889160871506, + 0.199398010969162, + 0.040725622326135635, + 0.041399940848350525, + 0.024449072778224945, + 0.04105551913380623 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.005254269111901522 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642541520297527 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.004642541520297527, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642541520297527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23314639925956726, + 0.07708771526813507, + 0.07636943459510803, + 0.10291629284620285, + 0.14358296990394592, + 0.17997348308563232, + 0.030244451016187668, + 0.035819631069898605, + 0.013643867336213589, + 0.1072157770395279 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.004642541520297527 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818496361374855 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.01818496361374855, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818496361374855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22572769224643707, + 0.05754692852497101, + 0.10412070900201797, + 0.13527069985866547, + 0.08733402192592621, + 0.18711332976818085, + 0.02572866901755333, + 0.09878739714622498, + 0.0324380025267601, + 0.04593256860971451 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.01818496361374855 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, slow-motion shot, shot from a slightly overhead angle, completely immerses the viewer in a black cast-iron pot. Within, a deep, rich, dark red broth simmers fiercely and continuously, its surface coated in a layer of translucent red oil that reflects off alluring highlights under the warm indoor lighting. Countless large, orange-red bubbles burst forth from the pot's depths, darting, colliding, and bursting among the thin, instantly curled and discolored slices of beef, the broth-soaked, verdant vegetable leaves, and the cross-cut shiitake mushrooms. As the bubbles rise, plumes of thick, white steam, mingled with a pungent aroma, rise, forming a fleeting, hazy mist in front of the camera, blurring the background and imbuing the entire scene with a vibrant, hearty, and appetizing dynamic beauty, creating a warm and vibrant dining atmosphere.", + "seed": 25564, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_6/index_7044_seed_25564_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029617562424391508, + "vlm_logprob": -0.029617562424391508, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.029617562424391508, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10105472803115845 + ], + "opposite_logprob_tokens": [ + -2.3510546684265137 + ], + "logprob_reward": -0.10105472803115845, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10105472803115845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22694838047027588, + 0.059266347438097, + 0.07534347474575043, + 0.06443702429533005, + 0.08763686567544937, + 0.1291104555130005, + 0.025204693898558617, + 0.06807584315538406, + 0.033393293619155884, + 0.2305835634469986 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.10105472803115845 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016097459942102432 + ], + "opposite_logprob_tokens": [ + -4.141097545623779 + ], + "logprob_reward": -0.016097459942102432, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016097459942102432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16247282922267914, + 0.14671054482460022, + 0.22713403403759003, + 0.05419733375310898, + 0.06645979732275009, + 0.11122028529644012, + 0.05041307955980301, + 0.04179483279585838, + 0.042328983545303345, + 0.09726827591657639 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.016097459942102432 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100962076336145 + ], + "opposite_logprob_tokens": [ + -5.504100799560547 + ], + "logprob_reward": -0.004100962076336145, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100962076336145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11501149088144302, + 0.0933823212981224, + 0.12975701689720154, + 0.056879349052906036, + 0.055748969316482544, + 0.27847540378570557, + 0.043654534965753555, + 0.03535660356283188, + 0.09113986790180206, + 0.10059446096420288 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.004100962076336145 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645367808640003 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.008645367808640003, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645367808640003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21176324784755707, + 0.13761219382286072, + 0.12912338972091675, + 0.07411897927522659, + 0.06421118229627609, + 0.15567262470722198, + 0.08765337616205215, + 0.04251555725932121, + 0.042930468916893005, + 0.05439896136522293 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.008645367808640003 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189294263720512 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189294263720512, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189294263720512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14604924619197845, + 0.1272633820772171, + 0.04875825718045235, + 0.09074908494949341, + 0.09116169065237045, + 0.2960463762283325, + 0.05163591355085373, + 0.02239931747317314, + 0.026201872155070305, + 0.09973493218421936 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.018189294263720512 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, slow-motion shot, shot from a slightly overhead angle, completely immerses the viewer in a black cast-iron pot. Within, a deep, rich, dark red broth simmers fiercely and continuously, its surface coated in a layer of translucent red oil that reflects off alluring highlights under the warm indoor lighting. Countless large, orange-red bubbles burst forth from the pot's depths, darting, colliding, and bursting among the thin, instantly curled and discolored slices of beef, the broth-soaked, verdant vegetable leaves, and the cross-cut shiitake mushrooms. As the bubbles rise, plumes of thick, white steam, mingled with a pungent aroma, rise, forming a fleeting, hazy mist in front of the camera, blurring the background and imbuing the entire scene with a vibrant, hearty, and appetizing dynamic beauty, creating a warm and vibrant dining atmosphere.", + "seed": 25565, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_6/index_7044_seed_25565_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06433292385190725, + "vlm_logprob": -0.06433292385190725, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.06433292385190725, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11390562355518341 + ], + "opposite_logprob_tokens": [ + -2.238905668258667 + ], + "logprob_reward": -0.11390562355518341, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11390562355518341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059407662600278854, + 0.49598443508148193, + 0.03359724208712578, + 0.045714035630226135, + 0.04555211588740349, + 0.01744816266000271, + 0.17579253017902374, + 0.02504277229309082, + 0.050883643329143524, + 0.050577376037836075 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.11390562355518341 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604091227054596 + ], + "opposite_logprob_tokens": [ + -1.9104090929031372 + ], + "logprob_reward": -0.1604091227054596, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604091227054596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09234258532524109, + 0.701535701751709, + 0.0112348273396492, + 0.01913669891655445, + 0.00488137174397707, + 0.007502404507249594, + 0.11739379912614822, + 0.010219686664640903, + 0.015358852222561836, + 0.020394116640090942 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.1604091227054596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255407091230154 + ], + "opposite_logprob_tokens": [ + -4.387554168701172 + ], + "logprob_reward": -0.01255407091230154, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255407091230154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3255048990249634, + 0.3318607807159424, + 0.028694037348031998, + 0.03696209564805031, + 0.022019503638148308, + 0.04287416860461235, + 0.1316913217306137, + 0.025571001693606377, + 0.01896691508591175, + 0.035855282098054886 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.01255407091230154 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209991320967674 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.014209991320967674, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209991320967674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1254843771457672, + 0.44946926832199097, + 0.03629928454756737, + 0.04800572991371155, + 0.016666028648614883, + 0.05974293872714043, + 0.18824385106563568, + 0.02730955369770527, + 0.016327256336808205, + 0.03245171159505844 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.014209991320967674 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585810765624046 + ], + "opposite_logprob_tokens": [ + -3.895585775375366 + ], + "logprob_reward": -0.020585810765624046, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585810765624046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14328518509864807, + 0.42514538764953613, + 0.0740860253572464, + 0.05331569164991379, + 0.02829538658261299, + 0.10635045915842056, + 0.07429462671279907, + 0.018391579389572144, + 0.04090334475040436, + 0.03593233600258827 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.020585810765624046 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, slow-motion shot, shot from a slightly overhead angle, completely immerses the viewer in a black cast-iron pot. Within, a deep, rich, dark red broth simmers fiercely and continuously, its surface coated in a layer of translucent red oil that reflects off alluring highlights under the warm indoor lighting. Countless large, orange-red bubbles burst forth from the pot's depths, darting, colliding, and bursting among the thin, instantly curled and discolored slices of beef, the broth-soaked, verdant vegetable leaves, and the cross-cut shiitake mushrooms. As the bubbles rise, plumes of thick, white steam, mingled with a pungent aroma, rise, forming a fleeting, hazy mist in front of the camera, blurring the background and imbuing the entire scene with a vibrant, hearty, and appetizing dynamic beauty, creating a warm and vibrant dining atmosphere.", + "seed": 25566, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_6/index_7044_seed_25566_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026177357183769345, + "vlm_logprob": -0.026177357183769345, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.026177357183769345, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07949140667915344 + ], + "opposite_logprob_tokens": [ + -2.579491376876831 + ], + "logprob_reward": -0.07949140667915344, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07949140667915344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2089909166097641, + 0.10763385891914368, + 0.036493394523859024, + 0.03545939549803734, + 0.0866289958357811, + 0.08455368876457214, + 0.1053796261548996, + 0.1486210972070694, + 0.15285645425319672, + 0.033382583409547806 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.07949140667915344 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337274894118309 + ], + "opposite_logprob_tokens": [ + -3.4087274074554443 + ], + "logprob_reward": -0.0337274894118309, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337274894118309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2849313020706177, + 0.13066531717777252, + 0.034110426902770996, + 0.028058886528015137, + 0.13493043184280396, + 0.06536567956209183, + 0.0646100714802742, + 0.1648973971605301, + 0.05842496082186699, + 0.034005485475063324 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.0337274894118309 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024945589248090982 + ], + "opposite_logprob_tokens": [ + -6.0024943351745605 + ], + "logprob_reward": -0.0024945589248090982, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024945589248090982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13150906562805176, + 0.06940829753875732, + 0.08437416702508926, + 0.1039070263504982, + 0.15707314014434814, + 0.0821884498000145, + 0.03749728202819824, + 0.12747175991535187, + 0.11542004346847534, + 0.09115071594715118 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0024945589248090982 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409882515668869 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.00409882515668869, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409882515668869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19033607840538025, + 0.0811086893081665, + 0.09732980281114578, + 0.06231830641627312, + 0.06750909239053726, + 0.14391040802001953, + 0.11829160153865814, + 0.10941439121961594, + 0.07790690660476685, + 0.05187469348311424 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.00409882515668869 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a black cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the broth inside the pot dark red with a layer of translucent red oil on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large orange-red bubbles bursting and rising in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin slices of beef, verdant vegetable leaves, and cross-cut shiitake mushrooms visible in the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074505746364594 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074505746364594, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074505746364594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20360183715820312, + 0.08475806564092636, + 0.0815226212143898, + 0.045927297323942184, + 0.09854849427938461, + 0.06892142444849014, + 0.05401028320193291, + 0.10321837663650513, + 0.17435096204280853, + 0.0851406380534172 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.011074505746364594 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_7/index_tensor([1033, 1033])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_7/index_tensor([1033, 1033])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c7f66515869d2e2bf3e11b3b792540f53b53223c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_7/index_tensor([1033, 1033])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot closely follows a sleek fighter jet, painted matte dark gray, with sharp angles and a futuristic design, as it flies at breakneck speed across the vast desert floor. Illuminated by the golden evening sun, the rolling sand dunes cast long, dramatic shadows, their delicate, wind-eroded textures clearly visible in the slanting light. The fighter jet flies extremely low over the sharp ridges of the dunes, its fuselage mere meters above the sand. The tips of its swept wings violently slice through the air at high speed, creating two distinct, intertwining, ribbon-like vortices from the immense pressure differential. These vortices, clinging tightly to the wingtips, tumble and stretch behind the fighter, briefly outlining its trajectory before dissipating into the air distorted by the engine's heatwave, the swirling sand particles forming a fleeting dust trail. The entire picture is full of extreme sense of speed, precise control and awe-inspiring mechanical aesthetics, forming a strong visual contrast between the magnificent natural scenery in warm colors and the cold cutting-edge technology, creating a tense and magnificent atmosphere.", + "seed": 16461, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_7/index_1033_seed_16461_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01683547142893076, + "vlm_logprob": -0.01683547142893076, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.01683547142893076, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0388079434633255 + ], + "opposite_logprob_tokens": [ + -3.2888078689575195 + ], + "logprob_reward": -0.0388079434633255, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0388079434633255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0805472657084465, + 0.1589394062757492, + 0.20242692530155182, + 0.05393320322036743, + 0.155891552567482, + 0.14138348400592804, + 0.08073407411575317, + 0.05632523447275162, + 0.04137081652879715, + 0.02844797633588314 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.0388079434633255 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648913353681564 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648913353681564, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648913353681564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05953831598162651, + 0.07670243829488754, + 0.32238441705703735, + 0.0589887872338295, + 0.05713918060064316, + 0.02545650117099285, + 0.1152164563536644, + 0.10006743669509888, + 0.15490642189979553, + 0.029600078240036964 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.008648913353681564 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574716851115227 + ], + "opposite_logprob_tokens": [ + -3.8955748081207275 + ], + "logprob_reward": -0.020574716851115227, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574716851115227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09230812638998032, + 0.0964251384139061, + 0.5215179920196533, + 0.02783828414976597, + 0.05351252481341362, + 0.016852593049407005, + 0.04451882466673851, + 0.051402024924755096, + 0.07369713485240936, + 0.0219273641705513 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.020574716851115227 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613373264670372 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613373264670372, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613373264670372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12347912043333054, + 0.08877963572740555, + 0.26647722721099854, + 0.05483414977788925, + 0.09418138116598129, + 0.049643080681562424, + 0.14317291975021362, + 0.05002889782190323, + 0.07803836464881897, + 0.051365260034799576 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.003613373264670372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532410211861134 + ], + "opposite_logprob_tokens": [ + -4.3875322341918945 + ], + "logprob_reward": -0.012532410211861134, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532410211861134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1911732405424118, + 0.14915618300437927, + 0.2702580988407135, + 0.03784344717860222, + 0.09521138668060303, + 0.05847342312335968, + 0.04706196486949921, + 0.0540667399764061, + 0.06514393538236618, + 0.03161162510514259 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.012532410211861134 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot closely follows a sleek fighter jet, painted matte dark gray, with sharp angles and a futuristic design, as it flies at breakneck speed across the vast desert floor. Illuminated by the golden evening sun, the rolling sand dunes cast long, dramatic shadows, their delicate, wind-eroded textures clearly visible in the slanting light. The fighter jet flies extremely low over the sharp ridges of the dunes, its fuselage mere meters above the sand. The tips of its swept wings violently slice through the air at high speed, creating two distinct, intertwining, ribbon-like vortices from the immense pressure differential. These vortices, clinging tightly to the wingtips, tumble and stretch behind the fighter, briefly outlining its trajectory before dissipating into the air distorted by the engine's heatwave, the swirling sand particles forming a fleeting dust trail. The entire picture is full of extreme sense of speed, precise control and awe-inspiring mechanical aesthetics, forming a strong visual contrast between the magnificent natural scenery in warm colors and the cold cutting-edge technology, creating a tense and magnificent atmosphere.", + "seed": 16462, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_7/index_1033_seed_16462_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06886839177459478, + "vlm_logprob": -0.06886839177459478, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.06886839177459478, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2527674734592438 + ], + "opposite_logprob_tokens": [ + -1.5027674436569214 + ], + "logprob_reward": -0.2527674734592438, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2527674734592438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03051658719778061, + 0.010262049734592438, + 0.04418141767382622, + 0.04657198116183281, + 0.04337519034743309, + 0.028392480686306953, + 0.029876135289669037, + 0.21694768965244293, + 0.533065915107727, + 0.016810543835163116 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.2527674734592438 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020599473267793655 + ], + "opposite_logprob_tokens": [ + -3.895599365234375 + ], + "logprob_reward": -0.020599473267793655, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020599473267793655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03816097974777222, + 0.03282579407095909, + 0.08525998145341873, + 0.07179543375968933, + 0.0428934209048748, + 0.050919972360134125, + 0.041367169469594955, + 0.13548177480697632, + 0.4599032998085022, + 0.0413922555744648 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.020599473267793655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865659400820732 + ], + "opposite_logprob_tokens": [ + -3.048656702041626 + ], + "logprob_reward": -0.04865659400820732, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865659400820732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08004869520664215, + 0.02157609723508358, + 0.07052722573280334, + 0.060672201216220856, + 0.13257886469364166, + 0.08872468024492264, + 0.18218782544136047, + 0.17117388546466827, + 0.13660059869289398, + 0.05590994656085968 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.04865659400820732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784595109522343 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784595109522343, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784595109522343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03471611812710762, + 0.02053980715572834, + 0.07461346685886383, + 0.033585771918296814, + 0.18706408143043518, + 0.03225585073232651, + 0.028301658108830452, + 0.062351763248443604, + 0.49149879813194275, + 0.03507278859615326 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.009784595109522343 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533823028206825 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533823028206825, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533823028206825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0926346629858017, + 0.02878524363040924, + 0.06650032103061676, + 0.03523923084139824, + 0.11257366836071014, + 0.061335477977991104, + 0.04611809924244881, + 0.11584420502185822, + 0.40170055627822876, + 0.03926854208111763 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.012533823028206825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot closely follows a sleek fighter jet, painted matte dark gray, with sharp angles and a futuristic design, as it flies at breakneck speed across the vast desert floor. Illuminated by the golden evening sun, the rolling sand dunes cast long, dramatic shadows, their delicate, wind-eroded textures clearly visible in the slanting light. The fighter jet flies extremely low over the sharp ridges of the dunes, its fuselage mere meters above the sand. The tips of its swept wings violently slice through the air at high speed, creating two distinct, intertwining, ribbon-like vortices from the immense pressure differential. These vortices, clinging tightly to the wingtips, tumble and stretch behind the fighter, briefly outlining its trajectory before dissipating into the air distorted by the engine's heatwave, the swirling sand particles forming a fleeting dust trail. The entire picture is full of extreme sense of speed, precise control and awe-inspiring mechanical aesthetics, forming a strong visual contrast between the magnificent natural scenery in warm colors and the cold cutting-edge technology, creating a tense and magnificent atmosphere.", + "seed": 16463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_7/index_1033_seed_16463_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.019593374244868754, + "vlm_logprob": -0.019593374244868754, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.019593374244868754, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026835361495614052 + ], + "opposite_logprob_tokens": [ + -3.6518354415893555 + ], + "logprob_reward": -0.026835361495614052, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026835361495614052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03979063779115677, + 0.03116357885301113, + 0.20749922096729279, + 0.03126158565282822, + 0.05911823734641075, + 0.09592532366514206, + 0.4966096878051758, + 0.009033461101353168, + 0.01404186338186264, + 0.015556436032056808 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.026835361495614052 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979368481785059 + ], + "opposite_logprob_tokens": [ + -4.634793758392334 + ], + "logprob_reward": -0.00979368481785059, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979368481785059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05105927959084511, + 0.06738592684268951, + 0.5415191650390625, + 0.06141047179698944, + 0.061970021575689316, + 0.0842505693435669, + 0.04912656173110008, + 0.02040187641978264, + 0.019071971997618675, + 0.043804071843624115 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.00979368481785059 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043055977672338486 + ], + "opposite_logprob_tokens": [ + -3.168056011199951 + ], + "logprob_reward": -0.043055977672338486, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043055977672338486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04870264232158661, + 0.08026672154664993, + 0.2069338858127594, + 0.05550384521484375, + 0.10078969597816467, + 0.24920502305030823, + 0.18630419671535492, + 0.013676744885742664, + 0.02075372077524662, + 0.03786347061395645 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.043055977672338486 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093363881111145 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093363881111145, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093363881111145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08895265311002731, + 0.03841663897037506, + 0.16772490739822388, + 0.1160147413611412, + 0.20191608369350433, + 0.11316043883562088, + 0.08993992209434509, + 0.07685999572277069, + 0.037293534725904465, + 0.06972102075815201 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.004093363881111145 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014188483357429504 + ], + "opposite_logprob_tokens": [ + -4.264188289642334 + ], + "logprob_reward": -0.014188483357429504, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014188483357429504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09881327301263809, + 0.05064554512500763, + 0.400006502866745, + 0.03194553032517433, + 0.13815176486968994, + 0.09556946903467178, + 0.09319613128900528, + 0.023315681144595146, + 0.02352503314614296, + 0.04483117163181305 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.014188483357429504 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot closely follows a sleek fighter jet, painted matte dark gray, with sharp angles and a futuristic design, as it flies at breakneck speed across the vast desert floor. Illuminated by the golden evening sun, the rolling sand dunes cast long, dramatic shadows, their delicate, wind-eroded textures clearly visible in the slanting light. The fighter jet flies extremely low over the sharp ridges of the dunes, its fuselage mere meters above the sand. The tips of its swept wings violently slice through the air at high speed, creating two distinct, intertwining, ribbon-like vortices from the immense pressure differential. These vortices, clinging tightly to the wingtips, tumble and stretch behind the fighter, briefly outlining its trajectory before dissipating into the air distorted by the engine's heatwave, the swirling sand particles forming a fleeting dust trail. The entire picture is full of extreme sense of speed, precise control and awe-inspiring mechanical aesthetics, forming a strong visual contrast between the magnificent natural scenery in warm colors and the cold cutting-edge technology, creating a tense and magnificent atmosphere.", + "seed": 16464, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_7/index_1033_seed_16464_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.035312204621732235, + "vlm_logprob": -0.035312204621732235, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.035312204621732235, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11350919306278229 + ], + "opposite_logprob_tokens": [ + -2.238509178161621 + ], + "logprob_reward": -0.11350919306278229, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11350919306278229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05612291768193245, + 0.06569617986679077, + 0.05311089754104614, + 0.09170214831829071, + 0.10917779803276062, + 0.2188269942998886, + 0.2453448623418808, + 0.046153273433446884, + 0.061036117374897, + 0.052828844636678696 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.11350919306278229 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202939346432686 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014202939346432686, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202939346432686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0993267372250557, + 0.09994742274284363, + 0.09044099599123001, + 0.11017350107431412, + 0.10028921812772751, + 0.1446186602115631, + 0.08956475555896759, + 0.07099344581365585, + 0.09754209965467453, + 0.09710316359996796 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.014202939346432686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336914137005806 + ], + "opposite_logprob_tokens": [ + -3.40869140625 + ], + "logprob_reward": -0.0336914137005806, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336914137005806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07492008060216904, + 0.06922975927591324, + 0.07013615220785141, + 0.08532822132110596, + 0.1376792937517166, + 0.07538127899169922, + 0.123036690056324, + 0.11471118032932281, + 0.20233343541622162, + 0.04724392294883728 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.0336914137005806 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004090870730578899 + ], + "opposite_logprob_tokens": [ + -5.504090785980225 + ], + "logprob_reward": -0.004090870730578899, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004090870730578899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13648347556591034, + 0.10096671432256699, + 0.07830863445997238, + 0.09986477345228195, + 0.06405430287122726, + 0.2941686511039734, + 0.08600536733865738, + 0.03774606063961983, + 0.06336303800344467, + 0.03903890401124954 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.004090870730578899 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek fighter jet painted matte dark gray with sharp angles and a futuristic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking the jet closely as it flies extremely low over sharp sand dune ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two distinct, intertwining, ribbon-like vortices visible at the wingtips, clinging tightly and tumbling behind the jet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a golden evening sun casting long shadows on rolling sand dunes with visible wind-eroded textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jet's fuselage shown mere meters above the sand, with swirling sand particles forming a dust trail distorted by a heatwave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011066606268286705 + ], + "opposite_logprob_tokens": [ + -4.511066436767578 + ], + "logprob_reward": -0.011066606268286705, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011066606268286705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21245980262756348, + 0.0943775326013565, + 0.08794385939836502, + 0.0844174474477768, + 0.05074025318026543, + 0.14175358414649963, + 0.11231531202793121, + 0.07659243792295456, + 0.08736427128314972, + 0.05203551426529884 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.011066606268286705 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_8/index_tensor([9333, 9333])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_8/index_tensor([9333, 9333])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ca8ac3f3e9353ea145929525027f098c4151feba --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_8/index_tensor([9333, 9333])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static shot, shot from an extreme close-up and slightly upward, focuses on an expressionless porcelain doll. Its smooth, cold porcelain cheeks, painted with hand-painted pink rouge, have faded slightly with age, while the corners of its mouth maintain a timeless, faint curve. It sits stiffly, clad in a yellowed, lace-trimmed Victorian dress, its carefully coiffed, though slightly dusty, blond curls cascading over its shoulders. Its gaze, through its deep, hollow blue glass eyes, is fixed motionlessly on an old rag doll across from it. The doll, made of rough, faded cotton and linen, its body sagging with age, sits limply, two black buttons serving as eyes, and a slightly crooked smile, stitched with thick red thread, is faintly visible in the shadows. A dim beam of light slants in from outside the painting, penetrating the fine dust particles floating in the air and precisely illuminating half of the porcelain doll's smooth cheek. A cold, lifeless highlight appears on its glass eye, while the rough texture of the doll absorbs most of the light, fading it into deeper shadows. The painting's somber tones, replete with stark contrasts of light and dark, create an atmosphere of unsettling stillness, frozen in time, as if a silent confrontation is eternally unfolding between two inanimate objects.", + "seed": 9615, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_8/index_9333_seed_9615_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0979137730319053, + "vlm_logprob": -0.0979137730319053, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.0979137730319053, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.056590307503938675 + ], + "opposite_logprob_tokens": [ + -2.9315903186798096 + ], + "logprob_reward": -0.056590307503938675, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.056590307503938675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07067981362342834, + 0.023621385917067528, + 0.14800624549388885, + 0.08979006856679916, + 0.32856279611587524, + 0.04996710643172264, + 0.07397080212831497, + 0.040307290852069855, + 0.025423655286431313, + 0.1496708244085312 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.056590307503938675 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134077787399292 + ], + "opposite_logprob_tokens": [ + -1.3134077787399292 + ], + "logprob_reward": -0.3134077787399292, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134077787399292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10891788452863693, + 0.06614533066749573, + 0.15614216029644012, + 0.11930287629365921, + 0.060003504157066345, + 0.06448554992675781, + 0.09903034567832947, + 0.057063937187194824, + 0.03963116556406021, + 0.22927725315093994 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.3134077787399292 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024953915271908045 + ], + "opposite_logprob_tokens": [ + -6.002495288848877 + ], + "logprob_reward": -0.0024953915271908045, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024953915271908045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09559672325849533, + 0.039301466196775436, + 0.09809918701648712, + 0.31286513805389404, + 0.23351354897022247, + 0.031158041208982468, + 0.06175655871629715, + 0.03475329279899597, + 0.015352340415120125, + 0.07760369032621384 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.0024953915271908045 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898107171058655 + ], + "opposite_logprob_tokens": [ + -2.5789811611175537 + ], + "logprob_reward": -0.07898107171058655, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898107171058655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06239136680960655, + 0.07444275170564651, + 0.4209739565849304, + 0.06516777724027634, + 0.1893720030784607, + 0.04307068884372711, + 0.052838779985904694, + 0.03342640399932861, + 0.02306467480957508, + 0.03525155037641525 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.07898107171058655 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809431567788124 + ], + "opposite_logprob_tokens": [ + -3.2880942821502686 + ], + "logprob_reward": -0.03809431567788124, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809431567788124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1569533795118332, + 0.09637899696826935, + 0.1894555389881134, + 0.11075691878795624, + 0.09763066470623016, + 0.05487201362848282, + 0.08611708879470825, + 0.0959366112947464, + 0.032955482602119446, + 0.07894332706928253 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.03809431567788124 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot from an extreme close-up and slightly upward, focuses on an expressionless porcelain doll. Its smooth, cold porcelain cheeks, painted with hand-painted pink rouge, have faded slightly with age, while the corners of its mouth maintain a timeless, faint curve. It sits stiffly, clad in a yellowed, lace-trimmed Victorian dress, its carefully coiffed, though slightly dusty, blond curls cascading over its shoulders. Its gaze, through its deep, hollow blue glass eyes, is fixed motionlessly on an old rag doll across from it. The doll, made of rough, faded cotton and linen, its body sagging with age, sits limply, two black buttons serving as eyes, and a slightly crooked smile, stitched with thick red thread, is faintly visible in the shadows. A dim beam of light slants in from outside the painting, penetrating the fine dust particles floating in the air and precisely illuminating half of the porcelain doll's smooth cheek. A cold, lifeless highlight appears on its glass eye, while the rough texture of the doll absorbs most of the light, fading it into deeper shadows. The painting's somber tones, replete with stark contrasts of light and dark, create an atmosphere of unsettling stillness, frozen in time, as if a silent confrontation is eternally unfolding between two inanimate objects.", + "seed": 9616, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_8/index_9333_seed_9616_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.057427531015127896, + "vlm_logprob": -0.057427531015127896, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.057427531015127896, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017772004008293152 + ], + "opposite_logprob_tokens": [ + -4.142772197723389 + ], + "logprob_reward": -0.017772004008293152, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017772004008293152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027539800852537155, + 0.02282765880227089, + 0.03056589886546135, + 0.1361072063446045, + 0.5106436610221863, + 0.011732464656233788, + 0.24264730513095856, + 0.008632013574242592, + 0.006615328602492809, + 0.0026886709965765476 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.017772004008293152 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035053133964539 + ], + "opposite_logprob_tokens": [ + -1.9103505611419678 + ], + "logprob_reward": -0.16035053133964539, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035053133964539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.00808829627931118, + 0.012494482100009918, + 0.02460215985774994, + 0.019116023555397987, + 0.9076483249664307, + 0.006923917215317488, + 0.008998717181384563, + 0.004475874360650778, + 0.003714957507327199, + 0.003937174566090107 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.16035053133964539 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00674400432035327 + ], + "opposite_logprob_tokens": [ + -5.006743907928467 + ], + "logprob_reward": -0.00674400432035327, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00674400432035327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030604980885982513, + 0.0242008063942194, + 0.028427863493561745, + 0.034980326890945435, + 0.7983027100563049, + 0.02212957851588726, + 0.030865265056490898, + 0.009836560115218163, + 0.011756784282624722, + 0.00889509916305542 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.00674400432035327 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289820179343224 + ], + "opposite_logprob_tokens": [ + -3.773289918899536 + ], + "logprob_reward": -0.023289820179343224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289820179343224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03122691810131073, + 0.006810571067035198, + 0.0165969580411911, + 0.02360464073717594, + 0.8189674019813538, + 0.006050808820873499, + 0.05417802929878235, + 0.016422169283032417, + 0.012498998083174229, + 0.013643579557538033 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.023289820179343224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898129522800446 + ], + "opposite_logprob_tokens": [ + -2.578981399536133 + ], + "logprob_reward": -0.07898129522800446, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898129522800446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02690902352333069, + 0.03047112189233303, + 0.023003434762358665, + 0.050557516515254974, + 0.7035619020462036, + 0.024292591959238052, + 0.0648142471909523, + 0.011984814889729023, + 0.04403137043118477, + 0.020373977720737457 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.07898129522800446 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot from an extreme close-up and slightly upward, focuses on an expressionless porcelain doll. Its smooth, cold porcelain cheeks, painted with hand-painted pink rouge, have faded slightly with age, while the corners of its mouth maintain a timeless, faint curve. It sits stiffly, clad in a yellowed, lace-trimmed Victorian dress, its carefully coiffed, though slightly dusty, blond curls cascading over its shoulders. Its gaze, through its deep, hollow blue glass eyes, is fixed motionlessly on an old rag doll across from it. The doll, made of rough, faded cotton and linen, its body sagging with age, sits limply, two black buttons serving as eyes, and a slightly crooked smile, stitched with thick red thread, is faintly visible in the shadows. A dim beam of light slants in from outside the painting, penetrating the fine dust particles floating in the air and precisely illuminating half of the porcelain doll's smooth cheek. A cold, lifeless highlight appears on its glass eye, while the rough texture of the doll absorbs most of the light, fading it into deeper shadows. The painting's somber tones, replete with stark contrasts of light and dark, create an atmosphere of unsettling stillness, frozen in time, as if a silent confrontation is eternally unfolding between two inanimate objects.", + "seed": 9617, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_8/index_9333_seed_9617_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11801194092258811, + "vlm_logprob": -0.11801194092258811, + "vlm_yes_no_margin": 3.1999999940395356, + "vlm_token_credit": -0.11801194092258811, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.035626139491796494 + ], + "opposite_logprob_tokens": [ + -3.410626173019409 + ], + "logprob_reward": -0.035626139491796494, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.035626139491796494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08988654613494873, + 0.10241404920816422, + 0.042506057769060135, + 0.16847048699855804, + 0.11462096124887466, + 0.04371733218431473, + 0.06373046338558197, + 0.06415115296840668, + 0.10780998319387436, + 0.20269297063350677 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.035626139491796494 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742431938648224 + ], + "opposite_logprob_tokens": [ + -0.9742431640625 + ], + "logprob_reward": -0.4742431938648224, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4742431938648224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2898544669151306, + 0.05107058957219124, + 0.034134574234485626, + 0.11414239555597305, + 0.20516932010650635, + 0.03298093006014824, + 0.051038485020399094, + 0.05467068776488304, + 0.11970113217830658, + 0.04723740741610527 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.4742431938648224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647643771022558 + ], + "opposite_logprob_tokens": [ + -5.379647731781006 + ], + "logprob_reward": -0.004647643771022558, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647643771022558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5340715050697327, + 0.033416830003261566, + 0.018172629177570343, + 0.09911786764860153, + 0.11513339728116989, + 0.02752455323934555, + 0.04033111408352852, + 0.01880803145468235, + 0.042306262999773026, + 0.07111784815788269 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.004647643771022558 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586511120200157 + ], + "opposite_logprob_tokens": [ + -3.8955864906311035 + ], + "logprob_reward": -0.020586511120200157, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586511120200157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3173452317714691, + 0.049256354570388794, + 0.02131253480911255, + 0.2665814459323883, + 0.10249944031238556, + 0.08019547909498215, + 0.04606751725077629, + 0.02572512999176979, + 0.04668395221233368, + 0.044332925230264664 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.020586511120200157 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495621636509895 + ], + "opposite_logprob_tokens": [ + -2.9299561977386475 + ], + "logprob_reward": -0.05495621636509895, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495621636509895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13937139511108398, + 0.04683808609843254, + 0.02023766003549099, + 0.3219194710254669, + 0.2194622904062271, + 0.08789283037185669, + 0.026607651263475418, + 0.0483424998819828, + 0.03435642272233963, + 0.05497165396809578 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.05495621636509895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot from an extreme close-up and slightly upward, focuses on an expressionless porcelain doll. Its smooth, cold porcelain cheeks, painted with hand-painted pink rouge, have faded slightly with age, while the corners of its mouth maintain a timeless, faint curve. It sits stiffly, clad in a yellowed, lace-trimmed Victorian dress, its carefully coiffed, though slightly dusty, blond curls cascading over its shoulders. Its gaze, through its deep, hollow blue glass eyes, is fixed motionlessly on an old rag doll across from it. The doll, made of rough, faded cotton and linen, its body sagging with age, sits limply, two black buttons serving as eyes, and a slightly crooked smile, stitched with thick red thread, is faintly visible in the shadows. A dim beam of light slants in from outside the painting, penetrating the fine dust particles floating in the air and precisely illuminating half of the porcelain doll's smooth cheek. A cold, lifeless highlight appears on its glass eye, while the rough texture of the doll absorbs most of the light, fading it into deeper shadows. The painting's somber tones, replete with stark contrasts of light and dark, create an atmosphere of unsettling stillness, frozen in time, as if a silent confrontation is eternally unfolding between two inanimate objects.", + "seed": 9618, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_8/index_9333_seed_9618_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06326824268326163, + "vlm_logprob": -0.06326824268326163, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.06326824268326163, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03539580851793289 + ], + "opposite_logprob_tokens": [ + -3.410395860671997 + ], + "logprob_reward": -0.03539580851793289, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03539580851793289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3099595904350281, + 0.07460752874612808, + 0.05085240676999092, + 0.08651995658874512, + 0.056155379861593246, + 0.087555892765522, + 0.11664627492427826, + 0.05291975289583206, + 0.11150352656841278, + 0.05327967181801796 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.03539580851793289 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154431462287903 + ], + "opposite_logprob_tokens": [ + -1.7015442848205566 + ], + "logprob_reward": -0.20154431462287903, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154431462287903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22605393826961517, + 0.06913495063781738, + 0.04233141988515854, + 0.09570298343896866, + 0.1417098045349121, + 0.10000477731227875, + 0.09562163054943085, + 0.03698664531111717, + 0.08920979499816895, + 0.10324400663375854 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.20154431462287903 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003200292121618986 + ], + "opposite_logprob_tokens": [ + -5.753200054168701 + ], + "logprob_reward": -0.003200292121618986, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003200292121618986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3389032781124115, + 0.10333110392093658, + 0.055513154715299606, + 0.09291299432516098, + 0.08232829719781876, + 0.046089522540569305, + 0.08028453588485718, + 0.04225517064332962, + 0.04832310602068901, + 0.11005885899066925 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.003200292121618986 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810384124517441 + ], + "opposite_logprob_tokens": [ + -3.2881038188934326 + ], + "logprob_reward": -0.03810384124517441, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810384124517441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23296643793582916, + 0.13604779541492462, + 0.061318401247262955, + 0.11989152431488037, + 0.07867918908596039, + 0.06336428225040436, + 0.07405304163694382, + 0.022678028792142868, + 0.0342133529484272, + 0.17678794264793396 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.03810384124517441 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on an expressionless porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward looking at the doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the doll wearing a yellowed, lace-trimmed Victorian dress with dusty blond curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second rag doll made of rough cotton and linen visible sitting opposite the porcelain doll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a dim beam of light slanting in from outside that illuminates half of the porcelain doll's cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809695690870285 + ], + "opposite_logprob_tokens": [ + -3.2880969047546387 + ], + "logprob_reward": -0.03809695690870285, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809695690870285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18575386703014374, + 0.07359377294778824, + 0.05571679770946503, + 0.0875316709280014, + 0.07492952793836594, + 0.0387151762843132, + 0.03154809772968292, + 0.12190607935190201, + 0.1855398565530777, + 0.14476513862609863 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.03809695690870285 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_9/index_tensor([8125, 8125])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_9/index_tensor([8125, 8125])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4488a3bbb6955802e93ae37a252a71e70fc939a9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_9/index_tensor([8125, 8125])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static medium close-up shot, shot from a slightly overhead angle, focuses on an ancient young woman half-reclining on a sickbed. Her face is delicate yet pale, her long, black hair loosely tied, a few strands, damp with sweat, plastered to her smooth forehead. She wears a loose, light pink satin tunic, slightly open at the neck. Suddenly, a violent coughing fit seizes her frail body. Her entire body hunches in agony, her shoulders tensing. She weakly but swiftly raises her right hand and tightly covers her mouth with a pristine white handkerchief, her slender fingers whitening from the pressure. The handkerchief, pressed tightly against her lips, rises and falls slightly with her violent trembling. When the heart-wrenching coughing subsides slightly, she slowly lowers the handkerchief. Unshed tears well in her clear, almond-shaped eyes, a look filled with deep sorrow and helplessness, as she breathes wearily. The scene is illuminated by a blend of two lights: one, the cool, soft natural light filtering through the window paper, outlining her delicate features; the other, the warm, flickering glow of an oil lamp on the dark wooden bedside table, casting dancing shadows across her sickly features, creating an atmosphere of tranquility and melancholy. The entire painting exudes the delicate and elegant texture of a classical silk painting, with subdued, restrained colors and refined, graceful lines, imbued with a heartbreakingly fragile beauty.", + "seed": 21069, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_9/index_8125_seed_21069_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02225007377564907, + "vlm_logprob": -0.02225007377564907, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.02225007377564907, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03735824674367905 + ], + "opposite_logprob_tokens": [ + -3.787358283996582 + ], + "logprob_reward": -0.03735824674367905, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.03735824674367905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2195913940668106, + 0.07161103934049606, + 0.14762382209300995, + 0.042459920048713684, + 0.07511496543884277, + 0.06688418984413147, + 0.09903354197740555, + 0.1663772612810135, + 0.06970542669296265, + 0.04159852862358093 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.03735824674367905 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01610473357141018 + ], + "opposite_logprob_tokens": [ + -4.141104698181152 + ], + "logprob_reward": -0.01610473357141018, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01610473357141018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37668561935424805, + 0.10822869837284088, + 0.06954045593738556, + 0.05743391439318657, + 0.053670186549425125, + 0.06960706412792206, + 0.05424363166093826, + 0.11472294479608536, + 0.03770619258284569, + 0.05816126987338066 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.01610473357141018 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193040043115616 + ], + "opposite_logprob_tokens": [ + -4.018193244934082 + ], + "logprob_reward": -0.018193040043115616, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018193040043115616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2515217065811157, + 0.08050042390823364, + 0.10769905149936676, + 0.04827268794178963, + 0.051785338670015335, + 0.06711900234222412, + 0.13778279721736908, + 0.12380672246217728, + 0.07793404906988144, + 0.053578220307826996 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.018193040043115616 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981671877205372 + ], + "opposite_logprob_tokens": [ + -3.5298166275024414 + ], + "logprob_reward": -0.02981671877205372, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981671877205372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46427422761917114, + 0.05744506046175957, + 0.10741796344518661, + 0.05359037220478058, + 0.04187420755624771, + 0.021944856271147728, + 0.10615486651659012, + 0.04312343895435333, + 0.06079106405377388, + 0.043383948504924774 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.02981671877205372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777629747986794 + ], + "opposite_logprob_tokens": [ + -4.634777545928955 + ], + "logprob_reward": -0.009777629747986794, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777629747986794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4978537857532501, + 0.0928439199924469, + 0.09150761365890503, + 0.07097350805997849, + 0.026613155379891396, + 0.01493607647716999, + 0.04991583898663521, + 0.06960391253232956, + 0.05376333370804787, + 0.031988926231861115 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.009777629747986794 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium close-up shot, shot from a slightly overhead angle, focuses on an ancient young woman half-reclining on a sickbed. Her face is delicate yet pale, her long, black hair loosely tied, a few strands, damp with sweat, plastered to her smooth forehead. She wears a loose, light pink satin tunic, slightly open at the neck. Suddenly, a violent coughing fit seizes her frail body. Her entire body hunches in agony, her shoulders tensing. She weakly but swiftly raises her right hand and tightly covers her mouth with a pristine white handkerchief, her slender fingers whitening from the pressure. The handkerchief, pressed tightly against her lips, rises and falls slightly with her violent trembling. When the heart-wrenching coughing subsides slightly, she slowly lowers the handkerchief. Unshed tears well in her clear, almond-shaped eyes, a look filled with deep sorrow and helplessness, as she breathes wearily. The scene is illuminated by a blend of two lights: one, the cool, soft natural light filtering through the window paper, outlining her delicate features; the other, the warm, flickering glow of an oil lamp on the dark wooden bedside table, casting dancing shadows across her sickly features, creating an atmosphere of tranquility and melancholy. The entire painting exudes the delicate and elegant texture of a classical silk painting, with subdued, restrained colors and refined, graceful lines, imbued with a heartbreakingly fragile beauty.", + "seed": 21070, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_9/index_8125_seed_21070_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01908563170582056, + "vlm_logprob": -0.01908563170582056, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.01908563170582056, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015742313116788864 + ], + "opposite_logprob_tokens": [ + -4.640742301940918 + ], + "logprob_reward": -0.015742313116788864, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.015742313116788864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2252752184867859, + 0.06525282561779022, + 0.0876074954867363, + 0.04302419349551201, + 0.04185289144515991, + 0.0253837201744318, + 0.07159439474344254, + 0.04893137142062187, + 0.0735757127404213, + 0.31750214099884033 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.015742313116788864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007650953717529774 + ], + "opposite_logprob_tokens": [ + -4.882650852203369 + ], + "logprob_reward": -0.007650953717529774, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007650953717529774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24021880328655243, + 0.08293387293815613, + 0.0681297779083252, + 0.029009856283664703, + 0.07935631275177002, + 0.04637100547552109, + 0.11715439707040787, + 0.03327452763915062, + 0.07807856798171997, + 0.22547292709350586 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.007650953717529774 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811784088611603 + ], + "opposite_logprob_tokens": [ + -3.2881178855895996 + ], + "logprob_reward": -0.03811784088611603, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811784088611603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07176537811756134, + 0.039573509246110916, + 0.0482240691781044, + 0.06451601535081863, + 0.03535567224025726, + 0.017216188833117485, + 0.044450387358665466, + 0.03987988457083702, + 0.059169672429561615, + 0.5798491835594177 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.03811784088611603 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029822736978530884 + ], + "opposite_logprob_tokens": [ + -3.529822826385498 + ], + "logprob_reward": -0.029822736978530884, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029822736978530884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24029652774333954, + 0.09829298406839371, + 0.09721973538398743, + 0.0498528927564621, + 0.08918920904397964, + 0.033389270305633545, + 0.055281009525060654, + 0.030728822574019432, + 0.0199773907661438, + 0.2857721447944641 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.029822736978530884 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094313830137253 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094313830137253, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094313830137253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15268634259700775, + 0.07420837134122849, + 0.046215493232011795, + 0.019658874720335007, + 0.03994441777467728, + 0.19623440504074097, + 0.1474578082561493, + 0.07606223225593567, + 0.06357084959745407, + 0.18396122753620148 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.004094313830137253 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium close-up shot, shot from a slightly overhead angle, focuses on an ancient young woman half-reclining on a sickbed. Her face is delicate yet pale, her long, black hair loosely tied, a few strands, damp with sweat, plastered to her smooth forehead. She wears a loose, light pink satin tunic, slightly open at the neck. Suddenly, a violent coughing fit seizes her frail body. Her entire body hunches in agony, her shoulders tensing. She weakly but swiftly raises her right hand and tightly covers her mouth with a pristine white handkerchief, her slender fingers whitening from the pressure. The handkerchief, pressed tightly against her lips, rises and falls slightly with her violent trembling. When the heart-wrenching coughing subsides slightly, she slowly lowers the handkerchief. Unshed tears well in her clear, almond-shaped eyes, a look filled with deep sorrow and helplessness, as she breathes wearily. The scene is illuminated by a blend of two lights: one, the cool, soft natural light filtering through the window paper, outlining her delicate features; the other, the warm, flickering glow of an oil lamp on the dark wooden bedside table, casting dancing shadows across her sickly features, creating an atmosphere of tranquility and melancholy. The entire painting exudes the delicate and elegant texture of a classical silk painting, with subdued, restrained colors and refined, graceful lines, imbued with a heartbreakingly fragile beauty.", + "seed": 21071, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_9/index_8125_seed_21071_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0319546434096992, + "vlm_logprob": -0.0319546434096992, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.0319546434096992, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01389496773481369 + ], + "opposite_logprob_tokens": [ + -4.763895034790039 + ], + "logprob_reward": -0.01389496773481369, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.01389496773481369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20450618863105774, + 0.33866679668426514, + 0.05121868848800659, + 0.10465415567159653, + 0.09025222063064575, + 0.06675080955028534, + 0.02537672035396099, + 0.042870234698057175, + 0.02645915560424328, + 0.04924498870968819 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.01389496773481369 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011100796051323414 + ], + "opposite_logprob_tokens": [ + -4.511100769042969 + ], + "logprob_reward": -0.011100796051323414, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011100796051323414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17480337619781494, + 0.31004127860069275, + 0.0451890304684639, + 0.12420270591974258, + 0.18741215765476227, + 0.043387625366449356, + 0.025083819404244423, + 0.030826430767774582, + 0.02727624773979187, + 0.031777288764715195 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.011100796051323414 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294522881507874 + ], + "opposite_logprob_tokens": [ + -2.237945318222046 + ], + "logprob_reward": -0.11294522881507874, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294522881507874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23893791437149048, + 0.1541859209537506, + 0.09097875654697418, + 0.1685071736574173, + 0.09083203226327896, + 0.0763288289308548, + 0.03292841091752052, + 0.03339329734444618, + 0.08335793763399124, + 0.030549755319952965 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.11294522881507874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205877669155598 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.014205877669155598, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205877669155598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20386716723442078, + 0.20416542887687683, + 0.04816950485110283, + 0.05076724290847778, + 0.22119447588920593, + 0.07187464833259583, + 0.03804154321551323, + 0.06579767912626266, + 0.05360971763730049, + 0.04251255840063095 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.014205877669155598 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626346778124571 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626346778124571, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626346778124571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22626911103725433, + 0.13170740008354187, + 0.09679645299911499, + 0.1300867348909378, + 0.10118218511343002, + 0.08306884765625, + 0.0401235856115818, + 0.03603385388851166, + 0.09138738363981247, + 0.06334447115659714 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.007626346778124571 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium close-up shot, shot from a slightly overhead angle, focuses on an ancient young woman half-reclining on a sickbed. Her face is delicate yet pale, her long, black hair loosely tied, a few strands, damp with sweat, plastered to her smooth forehead. She wears a loose, light pink satin tunic, slightly open at the neck. Suddenly, a violent coughing fit seizes her frail body. Her entire body hunches in agony, her shoulders tensing. She weakly but swiftly raises her right hand and tightly covers her mouth with a pristine white handkerchief, her slender fingers whitening from the pressure. The handkerchief, pressed tightly against her lips, rises and falls slightly with her violent trembling. When the heart-wrenching coughing subsides slightly, she slowly lowers the handkerchief. Unshed tears well in her clear, almond-shaped eyes, a look filled with deep sorrow and helplessness, as she breathes wearily. The scene is illuminated by a blend of two lights: one, the cool, soft natural light filtering through the window paper, outlining her delicate features; the other, the warm, flickering glow of an oil lamp on the dark wooden bedside table, casting dancing shadows across her sickly features, creating an atmosphere of tranquility and melancholy. The entire painting exudes the delicate and elegant texture of a classical silk painting, with subdued, restrained colors and refined, graceful lines, imbued with a heartbreakingly fragile beauty.", + "seed": 21072, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000089/group_9/index_8125_seed_21072_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0252300338819623, + "vlm_logprob": -0.0252300338819623, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.0252300338819623, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018414728343486786 + ], + "opposite_logprob_tokens": [ + -4.768414497375488 + ], + "logprob_reward": -0.018414728343486786, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.018414728343486786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47215577960014343, + 0.028871633112430573, + 0.013020049780607224, + 0.016858870163559914, + 0.01637023501098156, + 0.27533185482025146, + 0.03905685991048813, + 0.03250797092914581, + 0.060429852455854416, + 0.04539687931537628 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.018414728343486786 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020606597885489464 + ], + "opposite_logprob_tokens": [ + -3.895606517791748 + ], + "logprob_reward": -0.020606597885489464, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020606597885489464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47607311606407166, + 0.016847779974341393, + 0.012713724747300148, + 0.00908595323562622, + 0.012446555308997631, + 0.2533665895462036, + 0.01199466921389103, + 0.029344981536269188, + 0.1382863074541092, + 0.03984034061431885 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.020606597885489464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306819662451744 + ], + "opposite_logprob_tokens": [ + -3.1680681705474854 + ], + "logprob_reward": -0.04306819662451744, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306819662451744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13482776284217834, + 0.01762501150369644, + 0.013104057870805264, + 0.017944294959306717, + 0.011714015156030655, + 0.5509098172187805, + 0.04934985190629959, + 0.10305890440940857, + 0.02889576554298401, + 0.07257062941789627 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.04306819662451744 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038116808980703354 + ], + "opposite_logprob_tokens": [ + -3.288116693496704 + ], + "logprob_reward": -0.038116808980703354, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038116808980703354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13601405918598175, + 0.05249205604195595, + 0.01927994005382061, + 0.02794095315039158, + 0.0474935844540596, + 0.4148404896259308, + 0.03738344460725784, + 0.03973011299967766, + 0.14296720921993256, + 0.08185813575983047 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.038116808980703354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an ancient young woman half-reclining on a sickbed wearing a loose light pink satin tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman perform a violent coughing fit where she hunches, raises her right hand to cover her mouth with a white handkerchief, and then lowers it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool natural light from a window and a warm flickering oil lamp on a dark wooden bedside table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the texture and style of a classical silk painting with subdued colors and refined lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943837575614452 + ], + "opposite_logprob_tokens": [ + -5.130943775177002 + ], + "logprob_reward": -0.005943837575614452, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943837575614452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5290935635566711, + 0.05247333645820618, + 0.030392296612262726, + 0.026337098330259323, + 0.019008835777640343, + 0.22962181270122528, + 0.024876223877072334, + 0.018002759665250778, + 0.023064224049448967, + 0.047129854559898376 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.005943837575614452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_0/index_tensor([9434, 9434])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_0/index_tensor([9434, 9434])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5a8f01988d7d0f8eb114d5bb4567fc19e16bb74d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_0/index_tensor([9434, 9434])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from an extremely low angle, the camera slowly tilts upward, following the subject's movements. On a damp, slightly pebbled ground bathed in cool moonlight, an elegant black cat crouches compactly. Its glossy black fur, like smooth silk, reflects a faint silver sheen in the dim light, outlining the muscular lines beneath its back and shoulder blades. Initially, its head is slightly lowered, then, with a steady and deliberate rhythm, it slowly raises its head, finally fixing its gaze on the night sky. In this movement, its jewel-like emerald green eyes are fully revealed, their clear pupils clearly reflecting the bright full moon, as if absorbing the entire night sky's brilliance. Its gaze is focused and serene. The entire scene, a stark contrast between the deep black and the brilliant silver and emerald green, creates an atmosphere of mystery, tranquility, and spirituality.", + "seed": 29584, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_0/index_9434_seed_29584_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09041053084656596, + "vlm_logprob": -0.09041053084656596, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.09041053084656596, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12214652448892593 + ], + "opposite_logprob_tokens": [ + -2.2471466064453125 + ], + "logprob_reward": -0.12214652448892593, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12214652448892593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1417238712310791, + 0.12725943326950073, + 0.06150849536061287, + 0.329485148191452, + 0.06029931455850601, + 0.023949643597006798, + 0.08796744048595428, + 0.04022794961929321, + 0.08517209440469742, + 0.042406611144542694 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.12214652448892593 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521231472492218 + ], + "opposite_logprob_tokens": [ + -1.5021231174468994 + ], + "logprob_reward": -0.2521231472492218, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521231472492218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10510610789060593, + 0.08027832955121994, + 0.06869237124919891, + 0.2747158706188202, + 0.08170327544212341, + 0.05300061032176018, + 0.20841091871261597, + 0.036957159638404846, + 0.03310944885015488, + 0.05802590772509575 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.2521231472492218 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075288876891136 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075288876891136, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075288876891136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21575070917606354, + 0.08091231435537338, + 0.07790345698595047, + 0.11343542486429214, + 0.04948362708091736, + 0.09825927764177322, + 0.059819553047418594, + 0.09196958690881729, + 0.10567866265773773, + 0.10678740590810776 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.016075288876891136 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497032031416893 + ], + "opposite_logprob_tokens": [ + -2.9299702644348145 + ], + "logprob_reward": -0.05497032031416893, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497032031416893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2286924570798874, + 0.04393913224339485, + 0.05988782271742821, + 0.11761505901813507, + 0.13702456653118134, + 0.051970429718494415, + 0.17249350249767303, + 0.041786935180425644, + 0.0802454948425293, + 0.06634467095136642 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.05497032031416893 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737373303622007 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737373303622007, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737373303622007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13138101994991302, + 0.12005720287561417, + 0.11862429231405258, + 0.20581510663032532, + 0.03930866718292236, + 0.0333719328045845, + 0.08707236498594284, + 0.07076342403888702, + 0.1268576830625534, + 0.06674832850694656 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.006737373303622007 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low angle, the camera slowly tilts upward, following the subject's movements. On a damp, slightly pebbled ground bathed in cool moonlight, an elegant black cat crouches compactly. Its glossy black fur, like smooth silk, reflects a faint silver sheen in the dim light, outlining the muscular lines beneath its back and shoulder blades. Initially, its head is slightly lowered, then, with a steady and deliberate rhythm, it slowly raises its head, finally fixing its gaze on the night sky. In this movement, its jewel-like emerald green eyes are fully revealed, their clear pupils clearly reflecting the bright full moon, as if absorbing the entire night sky's brilliance. Its gaze is focused and serene. The entire scene, a stark contrast between the deep black and the brilliant silver and emerald green, creates an atmosphere of mystery, tranquility, and spirituality.", + "seed": 29585, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_0/index_9434_seed_29585_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09670505002140999, + "vlm_logprob": -0.09670505002140999, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.09670505002140999, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08466185629367828 + ], + "opposite_logprob_tokens": [ + -2.5846619606018066 + ], + "logprob_reward": -0.08466185629367828, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08466185629367828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25123360753059387, + 0.15781737864017487, + 0.09237904101610184, + 0.08637949824333191, + 0.17065303027629852, + 0.02580512873828411, + 0.02282240055501461, + 0.10841652005910873, + 0.05056678131222725, + 0.03392666205763817 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.08466185629367828 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28138497471809387 + ], + "opposite_logprob_tokens": [ + -1.4063849449157715 + ], + "logprob_reward": -0.28138497471809387, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28138497471809387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5656102895736694, + 0.05742166191339493, + 0.024001004174351692, + 0.0342244878411293, + 0.1885019838809967, + 0.014543409459292889, + 0.007031785789877176, + 0.06758851557970047, + 0.02426300011575222, + 0.01681387983262539 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.28138497471809387 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206385791301727 + ], + "opposite_logprob_tokens": [ + -2.8120639324188232 + ], + "logprob_reward": -0.06206385791301727, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206385791301727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22222067415714264, + 0.0800013542175293, + 0.025414731353521347, + 0.026222817599773407, + 0.3598238229751587, + 0.015186866745352745, + 0.027190973982214928, + 0.18135860562324524, + 0.02441554330289364, + 0.038164615631103516 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.06206385791301727 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867339879274368 + ], + "opposite_logprob_tokens": [ + -3.048673391342163 + ], + "logprob_reward": -0.04867339879274368, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867339879274368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18016840517520905, + 0.09635380655527115, + 0.02672049216926098, + 0.05182792991399765, + 0.2613186538219452, + 0.019172079861164093, + 0.016085442155599594, + 0.12305102497339249, + 0.06156954914331436, + 0.1637325882911682 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.04867339879274368 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067411623895168304 + ], + "opposite_logprob_tokens": [ + -5.006741046905518 + ], + "logprob_reward": -0.0067411623895168304, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067411623895168304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23293377459049225, + 0.07995346933603287, + 0.04959411919116974, + 0.028458423912525177, + 0.1744302362203598, + 0.02840644307434559, + 0.013686927035450935, + 0.14653848111629486, + 0.05085648596286774, + 0.19514168798923492 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0067411623895168304 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low angle, the camera slowly tilts upward, following the subject's movements. On a damp, slightly pebbled ground bathed in cool moonlight, an elegant black cat crouches compactly. Its glossy black fur, like smooth silk, reflects a faint silver sheen in the dim light, outlining the muscular lines beneath its back and shoulder blades. Initially, its head is slightly lowered, then, with a steady and deliberate rhythm, it slowly raises its head, finally fixing its gaze on the night sky. In this movement, its jewel-like emerald green eyes are fully revealed, their clear pupils clearly reflecting the bright full moon, as if absorbing the entire night sky's brilliance. Its gaze is focused and serene. The entire scene, a stark contrast between the deep black and the brilliant silver and emerald green, creates an atmosphere of mystery, tranquility, and spirituality.", + "seed": 29586, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_0/index_9434_seed_29586_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18234599716961383, + "vlm_logprob": -0.18234599716961383, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.18234599716961383, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08961629867553711 + ], + "opposite_logprob_tokens": [ + -2.589616298675537 + ], + "logprob_reward": -0.08961629867553711, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08961629867553711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09103219956159592, + 0.02129572443664074, + 0.02300679311156273, + 0.013273471035063267, + 0.2149774134159088, + 0.0647035539150238, + 0.033367812633514404, + 0.0594349130988121, + 0.1826009899377823, + 0.2963070869445801 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.08961629867553711 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933815479278564 + ], + "opposite_logprob_tokens": [ + -0.6933815479278564 + ], + "logprob_reward": -0.6933815479278564, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933815479278564, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08095722645521164, + 0.019603436812758446, + 0.03251976519823074, + 0.015304976142942905, + 0.31621599197387695, + 0.015908146277070045, + 0.038643691688776016, + 0.028371915221214294, + 0.303395539522171, + 0.1490793377161026 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.6933815479278564 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979793444275856 + ], + "opposite_logprob_tokens": [ + -4.634798049926758 + ], + "logprob_reward": -0.00979793444275856, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979793444275856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06764712184667587, + 0.03859701007604599, + 0.040694769471883774, + 0.03290204703807831, + 0.2935986816883087, + 0.08048132061958313, + 0.03813217952847481, + 0.026964683085680008, + 0.07564966380596161, + 0.3053325116634369 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.00979793444275856 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298207193613052 + ], + "opposite_logprob_tokens": [ + -2.2379820346832275 + ], + "logprob_reward": -0.11298207193613052, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298207193613052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0714091956615448, + 0.04035872593522072, + 0.02345508337020874, + 0.032317642122507095, + 0.04433901607990265, + 0.03801881894469261, + 0.05003762245178223, + 0.047444768249988556, + 0.26285603642463684, + 0.3897630274295807 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.11298207193613052 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952132865786552 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952132865786552, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952132865786552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07707546651363373, + 0.0423702746629715, + 0.025413846597075462, + 0.03096126951277256, + 0.15099859237670898, + 0.051458366215229034, + 0.03960217908024788, + 0.02384466677904129, + 0.0965881496667862, + 0.4616871774196625 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.005952132865786552 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low angle, the camera slowly tilts upward, following the subject's movements. On a damp, slightly pebbled ground bathed in cool moonlight, an elegant black cat crouches compactly. Its glossy black fur, like smooth silk, reflects a faint silver sheen in the dim light, outlining the muscular lines beneath its back and shoulder blades. Initially, its head is slightly lowered, then, with a steady and deliberate rhythm, it slowly raises its head, finally fixing its gaze on the night sky. In this movement, its jewel-like emerald green eyes are fully revealed, their clear pupils clearly reflecting the bright full moon, as if absorbing the entire night sky's brilliance. Its gaze is focused and serene. The entire scene, a stark contrast between the deep black and the brilliant silver and emerald green, creates an atmosphere of mystery, tranquility, and spirituality.", + "seed": 29587, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_0/index_9434_seed_29587_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03981158621609211, + "vlm_logprob": -0.03981158621609211, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.03981158621609211, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1220148429274559 + ], + "opposite_logprob_tokens": [ + -2.2470147609710693 + ], + "logprob_reward": -0.1220148429274559, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1220148429274559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2736074924468994, + 0.05734075978398323, + 0.1043149083852768, + 0.04270000755786896, + 0.09439235180616379, + 0.15444907546043396, + 0.14053978025913239, + 0.08273622393608093, + 0.03889407590031624, + 0.01102539524435997 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.1220148429274559 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209881231188774 + ], + "opposite_logprob_tokens": [ + -2.812098741531372 + ], + "logprob_reward": -0.06209881231188774, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209881231188774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13527199625968933, + 0.06070796772837639, + 0.07040660083293915, + 0.05814908817410469, + 0.18337370455265045, + 0.11954405158758163, + 0.2963798940181732, + 0.03240540251135826, + 0.028734751045703888, + 0.015026498585939407 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.06209881231188774 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647258393466473 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647258393466473, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647258393466473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32012680172920227, + 0.12610003352165222, + 0.07996289432048798, + 0.056915782392024994, + 0.048614028841257095, + 0.1343948245048523, + 0.05706625431776047, + 0.1237325668334961, + 0.032411348074674606, + 0.020675433799624443 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.008647258393466473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022017541341483593 + ], + "opposite_logprob_tokens": [ + -6.127201557159424 + ], + "logprob_reward": -0.0022017541341483593, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022017541341483593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11305509507656097, + 0.03608544543385506, + 0.04555299133062363, + 0.04299979656934738, + 0.09412173926830292, + 0.04298054054379463, + 0.4654141366481781, + 0.08205441385507584, + 0.03955822065472603, + 0.038177575916051865 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.0022017541341483593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward following the subject's movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an elegant black cat crouching on damp, slightly pebbled ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat slowly raise its head to fix its gaze on the night sky, revealing emerald green eyes reflecting a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool moonlight with a color contrast of deep black, silver, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095263313502073 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.004095263313502073, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095263313502073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12444840371608734, + 0.04471716657280922, + 0.04751695692539215, + 0.05630509555339813, + 0.09324609488248825, + 0.12260914593935013, + 0.44453319907188416, + 0.027306661009788513, + 0.022960716858506203, + 0.016356535255908966 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.004095263313502073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_1/index_tensor([3254, 3254])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_1/index_tensor([3254, 3254])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..24f066aa00a9fad9a34e4d4027855877aad0753b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_1/index_tensor([3254, 3254])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a surreal scene crafted in the style of stop-motion clay animation, a slow and deliberate wide-angle shot pans leftward, slightly tilted upward, revealing a vast, dreamlike desert landscape. A massive, pale yellow clay moon hangs motionless in a deep violet sky, casting a soft, ethereal glow over a landscape composed of smooth ochre clay. Scattered throughout, several bizarre clay cacti, their surfaces bearing visible hand-kneading fingerprints and subtle tool marks, gently sway back and forth in an unnatural, breathing rhythm. These cacti serve as their own light source, their colors gently pulsing between deep magenta, electric blue, and soft lavender, casting iridescent shadows on the ground. A small, rough-surfaced camel, made of sandy clay, trudges into view from the right side of the frame. Its four legs laboriously move in a staggered, slightly jerky sequence characteristic of stop-motion animation, its body sinking slightly with each step, leaving a series of distinct, deep indentations in the soft, clay-like sand. Its head lowered slightly, as if enduring the fatigue of a long journey, the camel steadily and calmly traverses this strange and silent world. The entire scene is imbued with a surreal stillness and a touch of solitary poetry, creating a dreamlike atmosphere that is both eerie and tranquil.", + "seed": 14816, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_1/index_3254_seed_14816_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07699830480851233, + "vlm_logprob": -0.07699830480851233, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.07699830480851233, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03614804148674011 + ], + "opposite_logprob_tokens": [ + -3.4111480712890625 + ], + "logprob_reward": -0.03614804148674011, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03614804148674011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24024879932403564, + 0.07764844596385956, + 0.05396070331335068, + 0.08617895096540451, + 0.11798303574323654, + 0.041772570461034775, + 0.10034238547086716, + 0.06557066738605499, + 0.14448779821395874, + 0.0718066468834877 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.03614804148674011 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908242732286453 + ], + "opposite_logprob_tokens": [ + -2.4640824794769287 + ], + "logprob_reward": -0.08908242732286453, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908242732286453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09015358984470367, + 0.04497329890727997, + 0.09328801184892654, + 0.03218948096036911, + 0.021818367764353752, + 0.02080536261200905, + 0.15618133544921875, + 0.04542072117328644, + 0.48432374000549316, + 0.010846143588423729 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.08908242732286453 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031939942855387926 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.0031939942855387926, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031939942855387926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18619582056999207, + 0.3221481740474701, + 0.05163852497935295, + 0.039040256291627884, + 0.033475782722234726, + 0.014054395258426666, + 0.17029795050621033, + 0.02512975037097931, + 0.12159283459186554, + 0.036426469683647156 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0031939942855387926 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20162032544612885 + ], + "opposite_logprob_tokens": [ + -1.70162034034729 + ], + "logprob_reward": -0.20162032544612885, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20162032544612885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33965590596199036, + 0.060095567256212234, + 0.15512476861476898, + 0.049594707787036896, + 0.08320274204015732, + 0.06974247843027115, + 0.05113910883665085, + 0.03837898001074791, + 0.08701615035533905, + 0.06604956835508347 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.20162032544612885 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494673550128937 + ], + "opposite_logprob_tokens": [ + -2.9299466609954834 + ], + "logprob_reward": -0.05494673550128937, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494673550128937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08755579590797424, + 0.0728151872754097, + 0.027936434373259544, + 0.14897596836090088, + 0.0342065654695034, + 0.015407834202051163, + 0.1838710457086563, + 0.13177987933158875, + 0.23795202374458313, + 0.059499260038137436 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.05494673550128937 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a surreal scene crafted in the style of stop-motion clay animation, a slow and deliberate wide-angle shot pans leftward, slightly tilted upward, revealing a vast, dreamlike desert landscape. A massive, pale yellow clay moon hangs motionless in a deep violet sky, casting a soft, ethereal glow over a landscape composed of smooth ochre clay. Scattered throughout, several bizarre clay cacti, their surfaces bearing visible hand-kneading fingerprints and subtle tool marks, gently sway back and forth in an unnatural, breathing rhythm. These cacti serve as their own light source, their colors gently pulsing between deep magenta, electric blue, and soft lavender, casting iridescent shadows on the ground. A small, rough-surfaced camel, made of sandy clay, trudges into view from the right side of the frame. Its four legs laboriously move in a staggered, slightly jerky sequence characteristic of stop-motion animation, its body sinking slightly with each step, leaving a series of distinct, deep indentations in the soft, clay-like sand. Its head lowered slightly, as if enduring the fatigue of a long journey, the camel steadily and calmly traverses this strange and silent world. The entire scene is imbued with a surreal stillness and a touch of solitary poetry, creating a dreamlike atmosphere that is both eerie and tranquil.", + "seed": 14817, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_1/index_3254_seed_14817_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07979108225554228, + "vlm_logprob": -0.07979108225554228, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.07979108225554228, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015712974593043327 + ], + "opposite_logprob_tokens": [ + -4.390712738037109 + ], + "logprob_reward": -0.015712974593043327, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.015712974593043327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10396815836429596, + 0.11336614191532135, + 0.07507158070802689, + 0.08308179676532745, + 0.10373549163341522, + 0.11492245644330978, + 0.08138009160757065, + 0.08204974234104156, + 0.06673162430524826, + 0.17569293081760406 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.015712974593043327 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040557622909546 + ], + "opposite_logprob_tokens": [ + -1.9104056358337402 + ], + "logprob_reward": -0.16040557622909546, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040557622909546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14267896115779877, + 0.09784078598022461, + 0.1329367756843567, + 0.05381087586283684, + 0.051635608077049255, + 0.06545953452587128, + 0.07956400513648987, + 0.15330921113491058, + 0.17555712163448334, + 0.047207098454236984 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.16040557622909546 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736070849001408 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.006736070849001408, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736070849001408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14608341455459595, + 0.10628642141819, + 0.03710313141345978, + 0.020300790667533875, + 0.03554365038871765, + 0.10445423424243927, + 0.07882514595985413, + 0.37759461998939514, + 0.026594582945108414, + 0.0672140121459961 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.006736070849001408 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707965075969696 + ], + "opposite_logprob_tokens": [ + -2.127079725265503 + ], + "logprob_reward": -0.12707965075969696, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707965075969696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14036883413791656, + 0.27555105090141296, + 0.04012578725814819, + 0.0900421291589737, + 0.03798873350024223, + 0.09558285027742386, + 0.11524501442909241, + 0.09355207532644272, + 0.04201231151819229, + 0.06953125447034836 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.12707965075969696 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902113884687424 + ], + "opposite_logprob_tokens": [ + -2.4640212059020996 + ], + "logprob_reward": -0.08902113884687424, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902113884687424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05990654230117798, + 0.10105207562446594, + 0.07351355999708176, + 0.046705178916454315, + 0.13916710019111633, + 0.09521486610174179, + 0.07793772965669632, + 0.04468528926372528, + 0.17307649552822113, + 0.18874113261699677 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.08902113884687424 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a surreal scene crafted in the style of stop-motion clay animation, a slow and deliberate wide-angle shot pans leftward, slightly tilted upward, revealing a vast, dreamlike desert landscape. A massive, pale yellow clay moon hangs motionless in a deep violet sky, casting a soft, ethereal glow over a landscape composed of smooth ochre clay. Scattered throughout, several bizarre clay cacti, their surfaces bearing visible hand-kneading fingerprints and subtle tool marks, gently sway back and forth in an unnatural, breathing rhythm. These cacti serve as their own light source, their colors gently pulsing between deep magenta, electric blue, and soft lavender, casting iridescent shadows on the ground. A small, rough-surfaced camel, made of sandy clay, trudges into view from the right side of the frame. Its four legs laboriously move in a staggered, slightly jerky sequence characteristic of stop-motion animation, its body sinking slightly with each step, leaving a series of distinct, deep indentations in the soft, clay-like sand. Its head lowered slightly, as if enduring the fatigue of a long journey, the camel steadily and calmly traverses this strange and silent world. The entire scene is imbued with a surreal stillness and a touch of solitary poetry, creating a dreamlike atmosphere that is both eerie and tranquil.", + "seed": 14818, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_1/index_3254_seed_14818_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11772323944605886, + "vlm_logprob": -0.11772323944605886, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.11772323944605886, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028517408296465874 + ], + "opposite_logprob_tokens": [ + -3.653517484664917 + ], + "logprob_reward": -0.028517408296465874, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028517408296465874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1628475934267044, + 0.06034174561500549, + 0.04453083127737045, + 0.07285171747207642, + 0.08337925374507904, + 0.4182036519050598, + 0.022081905975937843, + 0.04109388217329979, + 0.042681146413087845, + 0.05198824778199196 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.028517408296465874 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38709428906440735 + ], + "opposite_logprob_tokens": [ + -1.137094259262085 + ], + "logprob_reward": -0.38709428906440735, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38709428906440735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13048118352890015, + 0.14806632697582245, + 0.06746961921453476, + 0.10078167915344238, + 0.06536853313446045, + 0.34747034311294556, + 0.04443841800093651, + 0.02453569322824478, + 0.046192385256290436, + 0.02519579976797104 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.38709428906440735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028208012226969004 + ], + "opposite_logprob_tokens": [ + -5.87782096862793 + ], + "logprob_reward": -0.0028208012226969004, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028208012226969004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1824950873851776, + 0.44272541999816895, + 0.04974183812737465, + 0.05150609835982323, + 0.04519099369645119, + 0.14463774859905243, + 0.010536291636526585, + 0.021209772676229477, + 0.0331873819231987, + 0.0187694039195776 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.0028208012226969004 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040760278701782 + ], + "opposite_logprob_tokens": [ + -1.910407543182373 + ], + "logprob_reward": -0.16040760278701782, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040760278701782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16326849162578583, + 0.08922948688268661, + 0.040558598935604095, + 0.06421099603176117, + 0.05964076891541481, + 0.3542894423007965, + 0.028319738805294037, + 0.03462473303079605, + 0.11143144220113754, + 0.05442626401782036 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.16040760278701782 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776095859706402 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009776095859706402, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776095859706402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11726824939250946, + 0.09277307987213135, + 0.0755726546049118, + 0.07342464476823807, + 0.2406742423772812, + 0.14460019767284393, + 0.08859673887491226, + 0.05510852113366127, + 0.032547175884246826, + 0.07943443953990936 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.009776095859706402 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a surreal scene crafted in the style of stop-motion clay animation, a slow and deliberate wide-angle shot pans leftward, slightly tilted upward, revealing a vast, dreamlike desert landscape. A massive, pale yellow clay moon hangs motionless in a deep violet sky, casting a soft, ethereal glow over a landscape composed of smooth ochre clay. Scattered throughout, several bizarre clay cacti, their surfaces bearing visible hand-kneading fingerprints and subtle tool marks, gently sway back and forth in an unnatural, breathing rhythm. These cacti serve as their own light source, their colors gently pulsing between deep magenta, electric blue, and soft lavender, casting iridescent shadows on the ground. A small, rough-surfaced camel, made of sandy clay, trudges into view from the right side of the frame. Its four legs laboriously move in a staggered, slightly jerky sequence characteristic of stop-motion animation, its body sinking slightly with each step, leaving a series of distinct, deep indentations in the soft, clay-like sand. Its head lowered slightly, as if enduring the fatigue of a long journey, the camel steadily and calmly traverses this strange and silent world. The entire scene is imbued with a surreal stillness and a touch of solitary poetry, creating a dreamlike atmosphere that is both eerie and tranquil.", + "seed": 14819, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_1/index_3254_seed_14819_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11335104028694332, + "vlm_logprob": -0.11335104028694332, + "vlm_yes_no_margin": 3.2249999403953553, + "vlm_token_credit": -0.11335104028694332, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01968923583626747 + ], + "opposite_logprob_tokens": [ + -4.019689083099365 + ], + "logprob_reward": -0.01968923583626747, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01968923583626747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2850312292575836, + 0.13687951862812042, + 0.11793217062950134, + 0.08137080073356628, + 0.05483436584472656, + 0.08616798371076584, + 0.05957523360848427, + 0.029070252552628517, + 0.08499594032764435, + 0.06414247304201126 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01968923583626747 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486502766609192 + ], + "opposite_logprob_tokens": [ + -1.2236502170562744 + ], + "logprob_reward": -0.3486502766609192, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3486502766609192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0802168920636177, + 0.116993747651577, + 0.13277707993984222, + 0.3781484365463257, + 0.08230317384004593, + 0.03960072621703148, + 0.04502483457326889, + 0.047994464635849, + 0.05472884327173233, + 0.022211767733097076 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.3486502766609192 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013371107634156942 + ], + "opposite_logprob_tokens": [ + -6.626337051391602 + ], + "logprob_reward": -0.0013371107634156942, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013371107634156942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10286825150251389, + 0.08849746733903885, + 0.24381867051124573, + 0.12790989875793457, + 0.07552677392959595, + 0.2776106297969818, + 0.020138513296842575, + 0.012473837472498417, + 0.02236674726009369, + 0.028789259493350983 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.0013371107634156942 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707588076591492 + ], + "opposite_logprob_tokens": [ + -2.1270759105682373 + ], + "logprob_reward": -0.12707588076591492, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707588076591492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22713661193847656, + 0.16611738502979279, + 0.08087558299303055, + 0.07122404873371124, + 0.08413051813840866, + 0.10159584134817123, + 0.05955272540450096, + 0.04726771265268326, + 0.0773698166012764, + 0.08472975343465805 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.12707588076591492 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style a stop-motion clay animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan leftward with a slight upward tilt in a wide-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pale yellow clay moon visible in a deep violet sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the clay cacti display visible hand-kneading fingerprints and tool marks on their surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a small rough-surfaced sandy clay camel trudge into the frame from the right side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000269740819931 + ], + "opposite_logprob_tokens": [ + -2.695002794265747 + ], + "logprob_reward": -0.07000269740819931, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000269740819931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15901799499988556, + 0.03257270157337189, + 0.449253648519516, + 0.12190429121255875, + 0.026185909286141396, + 0.04787212610244751, + 0.03334188833832741, + 0.03828205540776253, + 0.012835223227739334, + 0.07873415946960449 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.07000269740819931 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_10/index_tensor([5036, 5036])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_10/index_tensor([5036, 5036])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a4d7326ce45a9051d8bad5f5ec9d75c4770333c1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_10/index_tensor([5036, 5036])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the refined style of Pixar cartoons, the camera offers a steady, majestic crane shot, beginning with a low-angle close-up of the joyful splashing at the base of a vibrantly colored fountain. This whimsical fountain, shaped like a giant, smiling sunflower with glossy, saturated yellow petals, shoots crystal-clear water high into the air, where it then cascades down in a series of shimmering, sun-drenched droplets. As the camera steadily ascends, the plump, cheerful fountain is revealed, then the perspective widens to reveal a sprawling, whimsical water park beneath a brilliant, cloudless blue sky. The scene is a vibrant tapestry of color and movement: giant, intertwining water slides, shimmering in shades of candy red, electric blue, and lime green, twist and loop around each other, their rounded, polished surfaces reflecting the sunlight. Below, a variety of organically shaped, shimmering cyan pools are filled with stylized cartoon characters splashing and playing. As the camera peaks into a breathtaking high-angle wide shot, a magnificent, vibrant rainbow, born from the fine mist hanging in the air, arcs perfectly across the scene, its unique, saturated band of color stretching from one end of the park to the other, framing the winding slides and sparkling pools in a magical glow and creating a breathtaking atmosphere of pure, vibrant joy and the wonder of summer.", + "seed": 24381, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_10/index_5036_seed_24381_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.048247714340686795, + "vlm_logprob": -0.048247714340686795, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.048247714340686795, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023571161553263664 + ], + "opposite_logprob_tokens": [ + -3.773571252822876 + ], + "logprob_reward": -0.023571161553263664, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023571161553263664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021596388891339302, + 0.0397770069539547, + 0.024284260347485542, + 0.021652381867170334, + 0.07262933999300003, + 0.043706994503736496, + 0.06416117399930954, + 0.3174172639846802, + 0.38063085079193115, + 0.014144337736070156 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.023571161553263664 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011092307977378368 + ], + "opposite_logprob_tokens": [ + -4.511092185974121 + ], + "logprob_reward": -0.011092307977378368, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011092307977378368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04059281572699547, + 0.08542090654373169, + 0.09376445412635803, + 0.15327872335910797, + 0.23446114361286163, + 0.08123145252466202, + 0.04178979620337486, + 0.07632043212652206, + 0.04931284114718437, + 0.143827423453331 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.011092307977378368 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306145757436752 + ], + "opposite_logprob_tokens": [ + -3.1680614948272705 + ], + "logprob_reward": -0.04306145757436752, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306145757436752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02639862708747387, + 0.10105252265930176, + 0.039110660552978516, + 0.0625666081905365, + 0.0818510353565216, + 0.2168716937303543, + 0.0537174828350544, + 0.1636931151151657, + 0.2341703176498413, + 0.02056795172393322 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.04306145757436752 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031911423429846764 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.0031911423429846764, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031911423429846764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055217791348695755, + 0.1095479279756546, + 0.07268346846103668, + 0.045192133635282516, + 0.062250714749097824, + 0.04221378639340401, + 0.0413123220205307, + 0.4192338287830353, + 0.10374485701322556, + 0.048603180795907974 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.0031911423429846764 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16032250225543976 + ], + "opposite_logprob_tokens": [ + -1.9103225469589233 + ], + "logprob_reward": -0.16032250225543976, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16032250225543976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0477667860686779, + 0.07515072822570801, + 0.1309567093849182, + 0.039905525743961334, + 0.13453567028045654, + 0.08840371668338776, + 0.046098873019218445, + 0.03442469984292984, + 0.3508768677711487, + 0.05188043415546417 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.16032250225543976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the refined style of Pixar cartoons, the camera offers a steady, majestic crane shot, beginning with a low-angle close-up of the joyful splashing at the base of a vibrantly colored fountain. This whimsical fountain, shaped like a giant, smiling sunflower with glossy, saturated yellow petals, shoots crystal-clear water high into the air, where it then cascades down in a series of shimmering, sun-drenched droplets. As the camera steadily ascends, the plump, cheerful fountain is revealed, then the perspective widens to reveal a sprawling, whimsical water park beneath a brilliant, cloudless blue sky. The scene is a vibrant tapestry of color and movement: giant, intertwining water slides, shimmering in shades of candy red, electric blue, and lime green, twist and loop around each other, their rounded, polished surfaces reflecting the sunlight. Below, a variety of organically shaped, shimmering cyan pools are filled with stylized cartoon characters splashing and playing. As the camera peaks into a breathtaking high-angle wide shot, a magnificent, vibrant rainbow, born from the fine mist hanging in the air, arcs perfectly across the scene, its unique, saturated band of color stretching from one end of the park to the other, framing the winding slides and sparkling pools in a magical glow and creating a breathtaking atmosphere of pure, vibrant joy and the wonder of summer.", + "seed": 24382, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_10/index_5036_seed_24382_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02595156440511346, + "vlm_logprob": -0.02595156440511346, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.02595156440511346, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00894432608038187 + ], + "opposite_logprob_tokens": [ + -4.758944511413574 + ], + "logprob_reward": -0.00894432608038187, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00894432608038187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11935404688119888, + 0.08566290885210037, + 0.07811688631772995, + 0.07570202648639679, + 0.044041432440280914, + 0.03317010775208473, + 0.05730115994811058, + 0.1383073925971985, + 0.035344988107681274, + 0.332999050617218 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.00894432608038187 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645982291549444 + ], + "opposite_logprob_tokens": [ + -5.379645824432373 + ], + "logprob_reward": -0.004645982291549444, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645982291549444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07344520837068558, + 0.06586449593305588, + 0.02995883673429489, + 0.02243262156844139, + 0.029026268050074577, + 0.07454539090394974, + 0.10283844918012619, + 0.172943577170372, + 0.10114942491054535, + 0.3277956247329712 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.004645982291549444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054946284741163254 + ], + "opposite_logprob_tokens": [ + -2.929946184158325 + ], + "logprob_reward": -0.054946284741163254, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054946284741163254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08464989811182022, + 0.04819828271865845, + 0.0354752242565155, + 0.020495008677244186, + 0.024961890652775764, + 0.1671692281961441, + 0.05343252420425415, + 0.08284909278154373, + 0.028613939881324768, + 0.4541548490524292 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.054946284741163254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304387420415878 + ], + "opposite_logprob_tokens": [ + -3.168043851852417 + ], + "logprob_reward": -0.04304387420415878, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304387420415878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10597909986972809, + 0.05458562821149826, + 0.023142609745264053, + 0.02882361225783825, + 0.22166018187999725, + 0.06300167739391327, + 0.055314213037490845, + 0.09169082343578339, + 0.036283183842897415, + 0.3195190131664276 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.04304387420415878 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018177354708313942 + ], + "opposite_logprob_tokens": [ + -4.018177509307861 + ], + "logprob_reward": -0.018177354708313942, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018177354708313942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08792238682508469, + 0.10385430604219437, + 0.04922937601804733, + 0.05236382037401199, + 0.09486778825521469, + 0.05696144327521324, + 0.18751755356788635, + 0.16877193748950958, + 0.05021774023771286, + 0.1482936292886734 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.018177354708313942 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the refined style of Pixar cartoons, the camera offers a steady, majestic crane shot, beginning with a low-angle close-up of the joyful splashing at the base of a vibrantly colored fountain. This whimsical fountain, shaped like a giant, smiling sunflower with glossy, saturated yellow petals, shoots crystal-clear water high into the air, where it then cascades down in a series of shimmering, sun-drenched droplets. As the camera steadily ascends, the plump, cheerful fountain is revealed, then the perspective widens to reveal a sprawling, whimsical water park beneath a brilliant, cloudless blue sky. The scene is a vibrant tapestry of color and movement: giant, intertwining water slides, shimmering in shades of candy red, electric blue, and lime green, twist and loop around each other, their rounded, polished surfaces reflecting the sunlight. Below, a variety of organically shaped, shimmering cyan pools are filled with stylized cartoon characters splashing and playing. As the camera peaks into a breathtaking high-angle wide shot, a magnificent, vibrant rainbow, born from the fine mist hanging in the air, arcs perfectly across the scene, its unique, saturated band of color stretching from one end of the park to the other, framing the winding slides and sparkling pools in a magical glow and creating a breathtaking atmosphere of pure, vibrant joy and the wonder of summer.", + "seed": 24383, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_10/index_5036_seed_24383_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.015772862918674947, + "vlm_logprob": -0.015772862918674947, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.015772862918674947, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014331389218568802 + ], + "opposite_logprob_tokens": [ + -4.264331340789795 + ], + "logprob_reward": -0.014331389218568802, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014331389218568802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18160609900951385, + 0.05531742051243782, + 0.12764552235603333, + 0.09813181310892105, + 0.14226843416690826, + 0.12676453590393066, + 0.03339724615216255, + 0.05058204010128975, + 0.08516843616962433, + 0.0991184264421463 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.014331389218568802 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647287540137768 + ], + "opposite_logprob_tokens": [ + -5.379647254943848 + ], + "logprob_reward": -0.004647287540137768, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647287540137768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08870586007833481, + 0.05225212872028351, + 0.0631488636136055, + 0.09652537107467651, + 0.16585050523281097, + 0.1406969130039215, + 0.14368388056755066, + 0.1068076640367508, + 0.08477665483951569, + 0.05755212903022766 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.004647287540137768 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809385746717453 + ], + "opposite_logprob_tokens": [ + -3.2880938053131104 + ], + "logprob_reward": -0.03809385746717453, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809385746717453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09158622473478317, + 0.03127722814679146, + 0.04204593971371651, + 0.04860485717654228, + 0.11245442181825638, + 0.07904143631458282, + 0.05100591480731964, + 0.10728880017995834, + 0.21903039515018463, + 0.21766485273838043 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.03809385746717453 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613373264670372 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613373264670372, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613373264670372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14505615830421448, + 0.04036721587181091, + 0.036706842482089996, + 0.09558305144309998, + 0.09215351194143295, + 0.08239215612411499, + 0.0613756962120533, + 0.0861283466219902, + 0.10975570231676102, + 0.2504813075065613 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.003613373264670372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178407102823257 + ], + "opposite_logprob_tokens": [ + -4.018178462982178 + ], + "logprob_reward": -0.018178407102823257, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018178407102823257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10467851907014847, + 0.03320322185754776, + 0.04537839815020561, + 0.06110183149576187, + 0.07055652141571045, + 0.14883722364902496, + 0.05307513847947121, + 0.07228337973356247, + 0.20603376626968384, + 0.20485199987888336 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.018178407102823257 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the refined style of Pixar cartoons, the camera offers a steady, majestic crane shot, beginning with a low-angle close-up of the joyful splashing at the base of a vibrantly colored fountain. This whimsical fountain, shaped like a giant, smiling sunflower with glossy, saturated yellow petals, shoots crystal-clear water high into the air, where it then cascades down in a series of shimmering, sun-drenched droplets. As the camera steadily ascends, the plump, cheerful fountain is revealed, then the perspective widens to reveal a sprawling, whimsical water park beneath a brilliant, cloudless blue sky. The scene is a vibrant tapestry of color and movement: giant, intertwining water slides, shimmering in shades of candy red, electric blue, and lime green, twist and loop around each other, their rounded, polished surfaces reflecting the sunlight. Below, a variety of organically shaped, shimmering cyan pools are filled with stylized cartoon characters splashing and playing. As the camera peaks into a breathtaking high-angle wide shot, a magnificent, vibrant rainbow, born from the fine mist hanging in the air, arcs perfectly across the scene, its unique, saturated band of color stretching from one end of the park to the other, framing the winding slides and sparkling pools in a magical glow and creating a breathtaking atmosphere of pure, vibrant joy and the wonder of summer.", + "seed": 24384, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_10/index_5036_seed_24384_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.011562826111912727, + "vlm_logprob": -0.011562826111912727, + "vlm_yes_no_margin": 4.6999999523162845, + "vlm_token_credit": -0.011562826111912727, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004784801043570042 + ], + "opposite_logprob_tokens": [ + -5.37978458404541 + ], + "logprob_reward": -0.004784801043570042, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004784801043570042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43471577763557434, + 0.14045321941375732, + 0.039625685662031174, + 0.09913477301597595, + 0.04544620215892792, + 0.06126027926802635, + 0.05901503190398216, + 0.05619069188833237, + 0.028920641168951988, + 0.035237714648246765 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.004784801043570042 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032021934166550636 + ], + "opposite_logprob_tokens": [ + -5.753201961517334 + ], + "logprob_reward": -0.0032021934166550636, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032021934166550636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2034066915512085, + 0.1656002402305603, + 0.09693299233913422, + 0.11011405289173126, + 0.10574159026145935, + 0.07442621886730194, + 0.0329287052154541, + 0.0770006850361824, + 0.07148930430412292, + 0.062359485775232315 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0032021934166550636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818484626710415 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.01818484626710415, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818484626710415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13878247141838074, + 0.07307536900043488, + 0.12737102806568146, + 0.07010111212730408, + 0.10860457271337509, + 0.07528886198997498, + 0.05839872360229492, + 0.1765689104795456, + 0.1145591288805008, + 0.05724984407424927 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.01818484626710415 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070143431425095 + ], + "opposite_logprob_tokens": [ + -4.511070251464844 + ], + "logprob_reward": -0.011070143431425095, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070143431425095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06704007834196091, + 0.10125549137592316, + 0.049259334802627563, + 0.16262772679328918, + 0.06952512264251709, + 0.10556323826313019, + 0.14358197152614594, + 0.10554426163434982, + 0.07827259600162506, + 0.1173301637172699 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.011070143431425095 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the fountain shaped like a giant, smiling sunflower with glossy yellow petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there giant water slides in shades of candy red, electric blue, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there organically shaped cyan pools filled with stylized cartoon characters splashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vibrant rainbow arc across the scene from one end of the park to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle close-up and ascend to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020572146400809288 + ], + "opposite_logprob_tokens": [ + -3.8955721855163574 + ], + "logprob_reward": -0.020572146400809288, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020572146400809288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2443883866071701, + 0.10462501645088196, + 0.06411857903003693, + 0.10221046209335327, + 0.11233491450548172, + 0.19122196733951569, + 0.06984278559684753, + 0.026044214144349098, + 0.04699679836630821, + 0.03821682557463646 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.020572146400809288 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_11/index_tensor([138, 138])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_11/index_tensor([138, 138])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e95a41ac4b9c4cf1cc875a9c91675a5fef2d13cd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_11/index_tensor([138, 138])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An immersive first-person point-of-view (POV) shot, the camera steadily advances at a slow, wistful pace through a narrow, damp alleyway imbued with a cyberpunk aesthetic. Rainwater, reflecting off multicolored neon lights, pools on the uneven concrete floor. Towering building walls flank the ground, a tangle of wires, rusting pipes, and torn holographic advertisements in foreign languages. The camera's focus finally settles on a simple barbecue stall deep in the alley. A thick steak, etched with a grid of caramelized grill marks, sizzles enticingly on the scorching metal grill, its rich fat melting and boiling under the intense heat. As the camera approaches, a strange phenomenon occurs: rising from the steak's charred crust is no longer ordinary steam, but rapidly condenses and transforms into a dazzling, upward-floating stream of holographic data composed of binary code, glowing circuit diagrams, and shimmering geometric symbols. This stream of digital steam, shimmering in neon blues, purples, and greens, appears both ethereal and alluring against the warm orange glow of the grill and the cool ambient light of the alley. The entire process is imbued with a possessive intensity, as if the diner's eyes are poised to devour this digital delicacy, a fusion of primitive cooking and futuristic technology, creating a psychedelic atmosphere of seeking sensory immersion in a decadent future.", + "seed": 6171, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_11/index_138_seed_6171_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.023877826565876604, + "vlm_logprob": -0.023877826565876604, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.023877826565876604, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09344945847988129 + ], + "opposite_logprob_tokens": [ + -2.468449354171753 + ], + "logprob_reward": -0.09344945847988129, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09344945847988129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09942693263292313, + 0.1277732402086258, + 0.05687053129076958, + 0.06264161318540573, + 0.11635833978652954, + 0.04088299348950386, + 0.023152563720941544, + 0.08835356682538986, + 0.1407066434621811, + 0.24383360147476196 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.09344945847988129 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022130541037768126 + ], + "opposite_logprob_tokens": [ + -6.127213001251221 + ], + "logprob_reward": -0.0022130541037768126, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022130541037768126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10429894924163818, + 0.11635097861289978, + 0.09802670776844025, + 0.31232818961143494, + 0.07583192735910416, + 0.04192613437771797, + 0.04631108045578003, + 0.04656275361776352, + 0.048750124871730804, + 0.10961322486400604 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -0.0022130541037768126 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255573429167271 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.005255573429167271, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255573429167271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08667320758104324, + 0.12917183339595795, + 0.0282380823045969, + 0.07554316520690918, + 0.1144590899348259, + 0.03751564770936966, + 0.0489540658891201, + 0.09162476658821106, + 0.16657574474811554, + 0.22124436497688293 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.005255573429167271 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012530408799648285 + ], + "opposite_logprob_tokens": [ + -4.387530326843262 + ], + "logprob_reward": -0.012530408799648285, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012530408799648285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09187986701726913, + 0.04908629506826401, + 0.06862024962902069, + 0.0338238850235939, + 0.12638916075229645, + 0.041717883199453354, + 0.05770210921764374, + 0.06640572100877762, + 0.14556439220905304, + 0.31881043314933777 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.012530408799648285 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005940638016909361 + ], + "opposite_logprob_tokens": [ + -5.1309404373168945 + ], + "logprob_reward": -0.005940638016909361, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005940638016909361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047873497009277344, + 0.04105866327881813, + 0.028948575258255005, + 0.03560563549399376, + 0.029276875779032707, + 0.022641532123088837, + 0.031482674181461334, + 0.03770289197564125, + 0.17019300162792206, + 0.5552166104316711 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.005940638016909361 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An immersive first-person point-of-view (POV) shot, the camera steadily advances at a slow, wistful pace through a narrow, damp alleyway imbued with a cyberpunk aesthetic. Rainwater, reflecting off multicolored neon lights, pools on the uneven concrete floor. Towering building walls flank the ground, a tangle of wires, rusting pipes, and torn holographic advertisements in foreign languages. The camera's focus finally settles on a simple barbecue stall deep in the alley. A thick steak, etched with a grid of caramelized grill marks, sizzles enticingly on the scorching metal grill, its rich fat melting and boiling under the intense heat. As the camera approaches, a strange phenomenon occurs: rising from the steak's charred crust is no longer ordinary steam, but rapidly condenses and transforms into a dazzling, upward-floating stream of holographic data composed of binary code, glowing circuit diagrams, and shimmering geometric symbols. This stream of digital steam, shimmering in neon blues, purples, and greens, appears both ethereal and alluring against the warm orange glow of the grill and the cool ambient light of the alley. The entire process is imbued with a possessive intensity, as if the diner's eyes are poised to devour this digital delicacy, a fusion of primitive cooking and futuristic technology, creating a psychedelic atmosphere of seeking sensory immersion in a decadent future.", + "seed": 6172, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_11/index_138_seed_6172_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.022624569293111563, + "vlm_logprob": -0.022624569293111563, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.022624569293111563, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09290806949138641 + ], + "opposite_logprob_tokens": [ + -2.4679081439971924 + ], + "logprob_reward": -0.09290806949138641, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09290806949138641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16858361661434174, + 0.02686874009668827, + 0.028539229184389114, + 0.09728548675775528, + 0.03918549790978432, + 0.15371747314929962, + 0.0652032271027565, + 0.3133334219455719, + 0.08576366305351257, + 0.021519649773836136 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.09290806949138641 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032103925477713346 + ], + "opposite_logprob_tokens": [ + -5.753210544586182 + ], + "logprob_reward": -0.0032103925477713346, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032103925477713346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18380627036094666, + 0.1668621450662613, + 0.03258581459522247, + 0.03712662681937218, + 0.017991138622164726, + 0.022971725091338158, + 0.03411583974957466, + 0.41904622316360474, + 0.06172235310077667, + 0.0237718652933836 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0032103925477713346 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616699017584324 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.003616699017584324, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616699017584324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11468593031167984, + 0.07704392075538635, + 0.018952731043100357, + 0.05732644721865654, + 0.03802171349525452, + 0.16994641721248627, + 0.06299740076065063, + 0.38041314482688904, + 0.06215634196996689, + 0.01845593750476837 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.003616699017584324 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977633148431778 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.00977633148431778, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977633148431778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09096506237983704, + 0.09038150310516357, + 0.028711186721920967, + 0.06829959899187088, + 0.04560764878988266, + 0.12000390142202377, + 0.041454996913671494, + 0.401590496301651, + 0.0757596343755722, + 0.037226006388664246 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.00977633148431778 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003611353924497962 + ], + "opposite_logprob_tokens": [ + -5.6286115646362305 + ], + "logprob_reward": -0.003611353924497962, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003611353924497962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08412346988916397, + 0.03779133781790733, + 0.0295462217181921, + 0.029144911095499992, + 0.021076755598187447, + 0.06206589937210083, + 0.0325104296207428, + 0.6418945789337158, + 0.040552545338869095, + 0.021293887868523598 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.003611353924497962 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An immersive first-person point-of-view (POV) shot, the camera steadily advances at a slow, wistful pace through a narrow, damp alleyway imbued with a cyberpunk aesthetic. Rainwater, reflecting off multicolored neon lights, pools on the uneven concrete floor. Towering building walls flank the ground, a tangle of wires, rusting pipes, and torn holographic advertisements in foreign languages. The camera's focus finally settles on a simple barbecue stall deep in the alley. A thick steak, etched with a grid of caramelized grill marks, sizzles enticingly on the scorching metal grill, its rich fat melting and boiling under the intense heat. As the camera approaches, a strange phenomenon occurs: rising from the steak's charred crust is no longer ordinary steam, but rapidly condenses and transforms into a dazzling, upward-floating stream of holographic data composed of binary code, glowing circuit diagrams, and shimmering geometric symbols. This stream of digital steam, shimmering in neon blues, purples, and greens, appears both ethereal and alluring against the warm orange glow of the grill and the cool ambient light of the alley. The entire process is imbued with a possessive intensity, as if the diner's eyes are poised to devour this digital delicacy, a fusion of primitive cooking and futuristic technology, creating a psychedelic atmosphere of seeking sensory immersion in a decadent future.", + "seed": 6173, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_11/index_138_seed_6173_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02729104240424931, + "vlm_logprob": -0.02729104240424931, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.02729104240424931, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10673976689577103 + ], + "opposite_logprob_tokens": [ + -2.3567397594451904 + ], + "logprob_reward": -0.10673976689577103, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10673976689577103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13012662529945374, + 0.029826225712895393, + 0.07705636322498322, + 0.14578506350517273, + 0.059469398111104965, + 0.19092869758605957, + 0.09406980127096176, + 0.14231625199317932, + 0.060947611927986145, + 0.06947396695613861 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.10673976689577103 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002836967818439007 + ], + "opposite_logprob_tokens": [ + -5.877837181091309 + ], + "logprob_reward": -0.002836967818439007, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002836967818439007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15786266326904297, + 0.09624728560447693, + 0.04472111165523529, + 0.2730993628501892, + 0.03171909227967262, + 0.21630068123340607, + 0.028212061151862144, + 0.07854863256216049, + 0.035609614104032516, + 0.03767954558134079 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.002836967818439007 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031953013967722654 + ], + "opposite_logprob_tokens": [ + -5.753195285797119 + ], + "logprob_reward": -0.0031953013967722654, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031953013967722654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059717558324337006, + 0.03895686939358711, + 0.1429002583026886, + 0.12584014236927032, + 0.06369935721158981, + 0.25126564502716064, + 0.0549297109246254, + 0.12630131840705872, + 0.0862116888165474, + 0.05017746612429619 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.0031953013967722654 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016061797738075256 + ], + "opposite_logprob_tokens": [ + -4.141061782836914 + ], + "logprob_reward": -0.016061797738075256, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016061797738075256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044513456523418427, + 0.02617490664124489, + 0.02855590358376503, + 0.19522900879383087, + 0.05840326473116875, + 0.2884681224822998, + 0.049490783363580704, + 0.20791862905025482, + 0.03469991311430931, + 0.06654603034257889 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.016061797738075256 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007621378172188997 + ], + "opposite_logprob_tokens": [ + -4.8826212882995605 + ], + "logprob_reward": -0.007621378172188997, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007621378172188997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07355843484401703, + 0.05128466337919235, + 0.0909525454044342, + 0.1819976419210434, + 0.029727287590503693, + 0.31385087966918945, + 0.03729991987347603, + 0.06965655088424683, + 0.036833200603723526, + 0.11483896523714066 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.007621378172188997 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An immersive first-person point-of-view (POV) shot, the camera steadily advances at a slow, wistful pace through a narrow, damp alleyway imbued with a cyberpunk aesthetic. Rainwater, reflecting off multicolored neon lights, pools on the uneven concrete floor. Towering building walls flank the ground, a tangle of wires, rusting pipes, and torn holographic advertisements in foreign languages. The camera's focus finally settles on a simple barbecue stall deep in the alley. A thick steak, etched with a grid of caramelized grill marks, sizzles enticingly on the scorching metal grill, its rich fat melting and boiling under the intense heat. As the camera approaches, a strange phenomenon occurs: rising from the steak's charred crust is no longer ordinary steam, but rapidly condenses and transforms into a dazzling, upward-floating stream of holographic data composed of binary code, glowing circuit diagrams, and shimmering geometric symbols. This stream of digital steam, shimmering in neon blues, purples, and greens, appears both ethereal and alluring against the warm orange glow of the grill and the cool ambient light of the alley. The entire process is imbued with a possessive intensity, as if the diner's eyes are poised to devour this digital delicacy, a fusion of primitive cooking and futuristic technology, creating a psychedelic atmosphere of seeking sensory immersion in a decadent future.", + "seed": 6174, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_11/index_138_seed_6174_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030486749578267337, + "vlm_logprob": -0.030486749578267337, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.030486749578267337, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13608434796333313 + ], + "opposite_logprob_tokens": [ + -2.1360843181610107 + ], + "logprob_reward": -0.13608434796333313, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13608434796333313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13727189600467682, + 0.2513508200645447, + 0.07102072238922119, + 0.12916123867034912, + 0.06001885607838631, + 0.011750890873372555, + 0.05633724853396416, + 0.10583162307739258, + 0.1399143785238266, + 0.03734227642416954 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.13608434796333313 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036390291061252356 + ], + "opposite_logprob_tokens": [ + -5.628639221191406 + ], + "logprob_reward": -0.0036390291061252356, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036390291061252356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1869911253452301, + 0.17820248007774353, + 0.21805529296398163, + 0.10245063155889511, + 0.05300277844071388, + 0.020236708223819733, + 0.06282169371843338, + 0.06606172770261765, + 0.08007682859897614, + 0.032100751996040344 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0036390291061252356 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046440837904810905 + ], + "opposite_logprob_tokens": [ + -5.37964391708374 + ], + "logprob_reward": -0.0046440837904810905, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046440837904810905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08163795620203018, + 0.10400905460119247, + 0.1550208032131195, + 0.06332729756832123, + 0.07413167506456375, + 0.09153235703706741, + 0.3232027590274811, + 0.044937893748283386, + 0.02707960642874241, + 0.03512057662010193 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.0046440837904810905 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028174726758152246 + ], + "opposite_logprob_tokens": [ + -5.877817630767822 + ], + "logprob_reward": -0.0028174726758152246, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028174726758152246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07991057634353638, + 0.23904167115688324, + 0.09423190355300903, + 0.06372077018022537, + 0.07460057735443115, + 0.0631159171462059, + 0.2224365621805191, + 0.07933387905359268, + 0.04159105569124222, + 0.04201706126332283 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.0028174726758152246 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person point-of-view (POV) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily advance through a narrow, damp alleyway with cyberpunk aesthetics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a barbecue stall visible deep in the alley with a thick steak sizzling on a metal grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does steam rising from the steak transform into a stream of holographic data composed of binary code and glowing symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the holographic data stream shimmering in neon blues, purples, and greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248814355581999 + ], + "opposite_logprob_tokens": [ + -5.2552490234375 + ], + "logprob_reward": -0.005248814355581999, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248814355581999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07787391543388367, + 0.2849961817264557, + 0.07857376337051392, + 0.0689067393541336, + 0.05439795181155205, + 0.044405512511730194, + 0.11926673352718353, + 0.05207102745771408, + 0.17183834314346313, + 0.047669824212789536 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.005248814355581999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_12/index_tensor([2476, 2476])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_12/index_tensor([2476, 2476])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..98ad11e95cbf6b29f55ef68a06bee2d817d15407 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_12/index_tensor([2476, 2476])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, epic wide-angle shot frames a massive stone arch, its massive form constructed from weathered, sand-colored stone, etched with faint, eroded patterns of ancient carvings. The entire structure appears as a stark, dark silhouette against the blazing, low-hanging afternoon sun, with the background filled with an intense golden glow. Beyond the arch, a vast, sun-drenched desert landscape unfolds, with rolling golden dunes stretching to a hazy, distant horizon. A lone figure, also rendered as a sharp silhouette, defined by the shape of a long cloak gently fluttering in the hot wind, walks away from the camera with a steady, purposeful pace. The figure passes directly through the center of the towering arch, their form gradually shrinking as they descend into the vast, light-saturated expanse. The scene, dominated by a warm palette of fiery oranges and deep yellows, creates a powerful atmosphere of profound solitude, epic journey, and ancient mystery before the entire image gently and smoothly fades to complete black.", + "seed": 19988, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_12/index_2476_seed_19988_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12618495970964433, + "vlm_logprob": -0.12618495970964433, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.12618495970964433, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010457953438162804 + ], + "opposite_logprob_tokens": [ + -4.885457992553711 + ], + "logprob_reward": -0.010457953438162804, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.010457953438162804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0822964608669281, + 0.0344398133456707, + 0.05709655210375786, + 0.03951842710375786, + 0.0526680052280426, + 0.2906619608402252, + 0.11272075772285461, + 0.2712763845920563, + 0.02166629582643509, + 0.03765535727143288 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.010457953438162804 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521210312843323 + ], + "opposite_logprob_tokens": [ + -1.5021209716796875 + ], + "logprob_reward": -0.2521210312843323, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521210312843323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17135761678218842, + 0.09619169682264328, + 0.20039743185043335, + 0.07890205085277557, + 0.05956137552857399, + 0.18197721242904663, + 0.0531713105738163, + 0.09402783960103989, + 0.018090814352035522, + 0.04632265493273735 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.2521210312843323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085234582424164 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.011085234582424164, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085234582424164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03813923895359039, + 0.053065989166498184, + 0.10746950656175613, + 0.14528992772102356, + 0.04130810126662254, + 0.1290898621082306, + 0.03705219551920891, + 0.1070781797170639, + 0.1510711908340454, + 0.19043582677841187 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.011085234582424164 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640522137284279 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640522137284279, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640522137284279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10668780654668808, + 0.04215899854898453, + 0.11703299731016159, + 0.10213914513587952, + 0.07807377725839615, + 0.09075969457626343, + 0.11955972760915756, + 0.17181669175624847, + 0.1450652778148651, + 0.026705879718065262 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.008640522137284279 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34862005710601807 + ], + "opposite_logprob_tokens": [ + -1.223620057106018 + ], + "logprob_reward": -0.34862005710601807, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34862005710601807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14176614582538605, + 0.06584073603153229, + 0.0909743681550026, + 0.06360320746898651, + 0.052200838923454285, + 0.10660358518362045, + 0.2513018846511841, + 0.11995058506727219, + 0.021660104393959045, + 0.08609848469495773 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.34862005710601807 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, epic wide-angle shot frames a massive stone arch, its massive form constructed from weathered, sand-colored stone, etched with faint, eroded patterns of ancient carvings. The entire structure appears as a stark, dark silhouette against the blazing, low-hanging afternoon sun, with the background filled with an intense golden glow. Beyond the arch, a vast, sun-drenched desert landscape unfolds, with rolling golden dunes stretching to a hazy, distant horizon. A lone figure, also rendered as a sharp silhouette, defined by the shape of a long cloak gently fluttering in the hot wind, walks away from the camera with a steady, purposeful pace. The figure passes directly through the center of the towering arch, their form gradually shrinking as they descend into the vast, light-saturated expanse. The scene, dominated by a warm palette of fiery oranges and deep yellows, creates a powerful atmosphere of profound solitude, epic journey, and ancient mystery before the entire image gently and smoothly fades to complete black.", + "seed": 19989, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_12/index_2476_seed_19989_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0789451003074646, + "vlm_logprob": -0.0789451003074646, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.0789451003074646, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007470646873116493 + ], + "opposite_logprob_tokens": [ + -5.132470607757568 + ], + "logprob_reward": -0.007470646873116493, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.007470646873116493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01075468584895134, + 0.7647044062614441, + 0.004059336148202419, + 0.005699086468666792, + 0.003300935262814164, + 0.02416103519499302, + 0.06383673846721649, + 0.047848157584667206, + 0.04125681892037392, + 0.034378793090581894 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.007470646873116493 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255822718143463 + ], + "opposite_logprob_tokens": [ + -1.600582242012024 + ], + "logprob_reward": -0.2255822718143463, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255822718143463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029625453054904938, + 0.6038274168968201, + 0.016045881435275078, + 0.007565747015178204, + 0.013250994496047497, + 0.08726993203163147, + 0.025638917461037636, + 0.14965961873531342, + 0.019196024164557457, + 0.04791998118162155 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.2255822718143463 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290636017918587 + ], + "opposite_logprob_tokens": [ + -3.7732906341552734 + ], + "logprob_reward": -0.023290636017918587, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290636017918587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.016484668478369713, + 0.29881125688552856, + 0.016018247231841087, + 0.016290921717882156, + 0.016604632139205933, + 0.17132388055324554, + 0.23800182342529297, + 0.018290989100933075, + 0.17176379263401031, + 0.03640975058078766 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.023290636017918587 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809535130858421 + ], + "opposite_logprob_tokens": [ + -3.288095235824585 + ], + "logprob_reward": -0.03809535130858421, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809535130858421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.009916400536894798, + 0.7627185583114624, + 0.005847075954079628, + 0.010103633627295494, + 0.00844524148851633, + 0.08846382051706314, + 0.05377885326743126, + 0.01790817826986313, + 0.03217439725995064, + 0.010643860325217247 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.03809535130858421 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028659552335739 + ], + "opposite_logprob_tokens": [ + -2.3502864837646484 + ], + "logprob_reward": -0.10028659552335739, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028659552335739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021218134090304375, + 0.4107489287853241, + 0.02662687934935093, + 0.012536559253931046, + 0.020238695666193962, + 0.04078469052910805, + 0.08761844038963318, + 0.046621039509773254, + 0.2058292180299759, + 0.1277773678302765 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.10028659552335739 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, epic wide-angle shot frames a massive stone arch, its massive form constructed from weathered, sand-colored stone, etched with faint, eroded patterns of ancient carvings. The entire structure appears as a stark, dark silhouette against the blazing, low-hanging afternoon sun, with the background filled with an intense golden glow. Beyond the arch, a vast, sun-drenched desert landscape unfolds, with rolling golden dunes stretching to a hazy, distant horizon. A lone figure, also rendered as a sharp silhouette, defined by the shape of a long cloak gently fluttering in the hot wind, walks away from the camera with a steady, purposeful pace. The figure passes directly through the center of the towering arch, their form gradually shrinking as they descend into the vast, light-saturated expanse. The scene, dominated by a warm palette of fiery oranges and deep yellows, creates a powerful atmosphere of profound solitude, epic journey, and ancient mystery before the entire image gently and smoothly fades to complete black.", + "seed": 19990, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_12/index_2476_seed_19990_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11576479589566588, + "vlm_logprob": -0.11576479589566588, + "vlm_yes_no_margin": 3.325000011920929, + "vlm_token_credit": -0.11576479589566588, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008459093980491161 + ], + "opposite_logprob_tokens": [ + -5.008459091186523 + ], + "logprob_reward": -0.008459093980491161, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.008459093980491161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24134276807308197, + 0.0892256423830986, + 0.06134422495961189, + 0.05154116824269295, + 0.033199239522218704, + 0.031122742220759392, + 0.1786489337682724, + 0.04119705781340599, + 0.08584325015544891, + 0.18653495609760284 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.008459093980491161 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20158231258392334 + ], + "opposite_logprob_tokens": [ + -1.7015823125839233 + ], + "logprob_reward": -0.20158231258392334, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20158231258392334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26502111554145813, + 0.16212198138237, + 0.08006607741117477, + 0.10919810086488724, + 0.027217533439397812, + 0.025620289146900177, + 0.17689841985702515, + 0.04001941159367561, + 0.03139384835958481, + 0.08244317024946213 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.20158231258392334 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631906773895025 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631906773895025, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631906773895025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06706243008375168, + 0.060864586383104324, + 0.22950617969036102, + 0.1066460981965065, + 0.06371060013771057, + 0.18029019236564636, + 0.07093479484319687, + 0.056075070053339005, + 0.09839189052581787, + 0.0665181577205658 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.007631906773895025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538178823888302 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012538178823888302, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538178823888302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10237809270620346, + 0.04815112054347992, + 0.13483472168445587, + 0.12846726179122925, + 0.06004594638943672, + 0.15345092117786407, + 0.17755818367004395, + 0.02747930958867073, + 0.09035547077655792, + 0.07727903872728348 + ], + "top_frames": [ + 6, + 5, + 2 + ], + "selected_reward": -0.012538178823888302 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486124873161316 + ], + "opposite_logprob_tokens": [ + -1.2236125469207764 + ], + "logprob_reward": -0.3486124873161316, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.3486124873161316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0943823829293251, + 0.06311177462339401, + 0.09222543239593506, + 0.10243033617734909, + 0.040396273136138916, + 0.08996369689702988, + 0.09713102877140045, + 0.11975527554750443, + 0.07561444491147995, + 0.22498935461044312 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.3486124873161316 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, epic wide-angle shot frames a massive stone arch, its massive form constructed from weathered, sand-colored stone, etched with faint, eroded patterns of ancient carvings. The entire structure appears as a stark, dark silhouette against the blazing, low-hanging afternoon sun, with the background filled with an intense golden glow. Beyond the arch, a vast, sun-drenched desert landscape unfolds, with rolling golden dunes stretching to a hazy, distant horizon. A lone figure, also rendered as a sharp silhouette, defined by the shape of a long cloak gently fluttering in the hot wind, walks away from the camera with a steady, purposeful pace. The figure passes directly through the center of the towering arch, their form gradually shrinking as they descend into the vast, light-saturated expanse. The scene, dominated by a warm palette of fiery oranges and deep yellows, creates a powerful atmosphere of profound solitude, epic journey, and ancient mystery before the entire image gently and smoothly fades to complete black.", + "seed": 19991, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_12/index_2476_seed_19991_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.23782972851768136, + "vlm_logprob": -0.23782972851768136, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.23782972851768136, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028856003656983376 + ], + "opposite_logprob_tokens": [ + -3.653856039047241 + ], + "logprob_reward": -0.028856003656983376, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028856003656983376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17329217493534088, + 0.6227719187736511, + 0.03132496401667595, + 0.05775417387485504, + 0.02042795903980732, + 0.03707650676369667, + 0.02373497374355793, + 0.008457241579890251, + 0.014571783132851124, + 0.010588268749415874 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.028856003656983376 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578476071357727 + ], + "opposite_logprob_tokens": [ + -0.6328476071357727 + ], + "logprob_reward": -0.7578476071357727, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578476071357727, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2286786288022995, + 0.3598596155643463, + 0.10020188987255096, + 0.13537035882472992, + 0.09520396590232849, + 0.024283751845359802, + 0.014005903154611588, + 0.013308574445545673, + 0.015201672911643982, + 0.013885652646422386 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.7578476071357727 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650568313896656 + ], + "opposite_logprob_tokens": [ + -4.758650779724121 + ], + "logprob_reward": -0.008650568313896656, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650568313896656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17595773935317993, + 0.21636620163917542, + 0.047043461352586746, + 0.053581640124320984, + 0.07398722320795059, + 0.16401483118534088, + 0.06700693070888519, + 0.051289647817611694, + 0.06964308768510818, + 0.0811091884970665 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.008650568313896656 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738202180713415 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738202180713415, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738202180713415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04970366507768631, + 0.5623670816421509, + 0.05655455216765404, + 0.07237652689218521, + 0.060066401958465576, + 0.037299491465091705, + 0.061828240752220154, + 0.023104503750801086, + 0.04604777693748474, + 0.03065177984535694 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.006738202180713415 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive stone arch constructed from weathered, sand-colored stone visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the arch etched with faint, eroded patterns of ancient carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure wearing a long cloak that flutters in the wind walking away from the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure pass directly through the center of the arch while shrinking as they move into the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the entire image gently and smoothly fading to complete black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38705626130104065 + ], + "opposite_logprob_tokens": [ + -1.1370562314987183 + ], + "logprob_reward": -0.38705626130104065, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38705626130104065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23124031722545624, + 0.20836642384529114, + 0.06107839569449425, + 0.1739327609539032, + 0.06474652886390686, + 0.041205380111932755, + 0.06620180606842041, + 0.06224030628800392, + 0.02595040388405323, + 0.06503768265247345 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.38705626130104065 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_13/index_tensor([7079, 7079])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_13/index_tensor([7079, 7079])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cc4f547d3f27862cf856676dd427a0301685ebf3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_13/index_tensor([7079, 7079])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An incredibly sharp 8K macro close-up, shot at eye level, locks the viewer's gaze firmly on a South American leaf mantis deep in the gloom of a forest. Crouching alone on a decaying log covered in dark veins and damp moss, the mantis's form blends seamlessly with its surroundings: its trunk, a tan hue reminiscent of a dead leaf, is dotted with incredibly realistic veins and spots imitating insect damage. Its edges, jagged and irregular, appear to be weathered, making it visually indistinguishable from a real leaf. With its sickle-shaped forelimbs tucked tightly against its chest and its body lowered, it lurks patiently, motionless. A few faint rays of light penetrate the dense forest canopy, creating a soft, dappled glow that perfectly captures the subtle contours of the mantis's back and the rough texture of the decaying wood, against the backdrop of an out-of-focus, deep green and brown forest floor. With extreme clarity, one can even discern the subtle, almost imperceptible rhythmic rise and fall of its abdomen as it breathes. The dominant tones of the painting are deep brown, ochre, and dark green, creating an atmosphere of profound tranquility, a near-frozen loneliness, and the desolate presence of life stubbornly persisting in hidden corners.", + "seed": 5681, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_13/index_7079_seed_5681_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07676629461348057, + "vlm_logprob": -0.07676629461348057, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.07676629461348057, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.29151850938796997 + ], + "opposite_logprob_tokens": [ + -1.4165184497833252 + ], + "logprob_reward": -0.29151850938796997, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.29151850938796997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14116868376731873, + 0.13202595710754395, + 0.19601356983184814, + 0.14807359874248505, + 0.17467601597309113, + 0.04819289222359657, + 0.07854487746953964, + 0.011287630535662174, + 0.05046874284744263, + 0.019548047333955765 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.29151850938796997 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020606597885489464 + ], + "opposite_logprob_tokens": [ + -3.895606517791748 + ], + "logprob_reward": -0.020606597885489464, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020606597885489464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08886929601430893, + 0.3639355003833771, + 0.09822099655866623, + 0.08773786574602127, + 0.049259115010499954, + 0.05752771720290184, + 0.15411540865898132, + 0.02106822282075882, + 0.04197327047586441, + 0.03729256987571716 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.020606597885489464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310359060764313 + ], + "opposite_logprob_tokens": [ + -3.1681036949157715 + ], + "logprob_reward": -0.04310359060764313, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310359060764313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13352070748806, + 0.10020023584365845, + 0.2162916511297226, + 0.08111508190631866, + 0.07379227876663208, + 0.12917734682559967, + 0.10116579383611679, + 0.02348962612450123, + 0.0572640560567379, + 0.08398322761058807 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.04310359060764313 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069423407316208 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.016069423407316208, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069423407316208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12621796131134033, + 0.14517749845981598, + 0.1766767054796219, + 0.081013523042202, + 0.06431284546852112, + 0.07011955231428146, + 0.06686432659626007, + 0.05234929174184799, + 0.1649971902370453, + 0.052271097898483276 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.016069423407316208 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253335177898407 + ], + "opposite_logprob_tokens": [ + -4.387533187866211 + ], + "logprob_reward": -0.01253335177898407, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253335177898407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15910091996192932, + 0.2761467397212982, + 0.04895499721169472, + 0.14459307491779327, + 0.07594684511423111, + 0.05218138173222542, + 0.12387920171022415, + 0.024754049256443977, + 0.045590292662382126, + 0.04885251075029373 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.01253335177898407 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An incredibly sharp 8K macro close-up, shot at eye level, locks the viewer's gaze firmly on a South American leaf mantis deep in the gloom of a forest. Crouching alone on a decaying log covered in dark veins and damp moss, the mantis's form blends seamlessly with its surroundings: its trunk, a tan hue reminiscent of a dead leaf, is dotted with incredibly realistic veins and spots imitating insect damage. Its edges, jagged and irregular, appear to be weathered, making it visually indistinguishable from a real leaf. With its sickle-shaped forelimbs tucked tightly against its chest and its body lowered, it lurks patiently, motionless. A few faint rays of light penetrate the dense forest canopy, creating a soft, dappled glow that perfectly captures the subtle contours of the mantis's back and the rough texture of the decaying wood, against the backdrop of an out-of-focus, deep green and brown forest floor. With extreme clarity, one can even discern the subtle, almost imperceptible rhythmic rise and fall of its abdomen as it breathes. The dominant tones of the painting are deep brown, ochre, and dark green, creating an atmosphere of profound tranquility, a near-frozen loneliness, and the desolate presence of life stubbornly persisting in hidden corners.", + "seed": 5682, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_13/index_7079_seed_5682_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03981424495577812, + "vlm_logprob": -0.03981424495577812, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.03981424495577812, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12091159075498581 + ], + "opposite_logprob_tokens": [ + -2.2459115982055664 + ], + "logprob_reward": -0.12091159075498581, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12091159075498581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16631487011909485, + 0.06260287761688232, + 0.025488296523690224, + 0.1496630758047104, + 0.046557411551475525, + 0.02447078935801983, + 0.04218393936753273, + 0.3291471600532532, + 0.08827853202819824, + 0.06529306620359421 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.12091159075498581 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020599473267793655 + ], + "opposite_logprob_tokens": [ + -3.895599365234375 + ], + "logprob_reward": -0.020599473267793655, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020599473267793655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25474339723587036, + 0.0877249464392662, + 0.0809207409620285, + 0.07674279063940048, + 0.06364467740058899, + 0.08486660569906235, + 0.05919117107987404, + 0.20794135332107544, + 0.04067656397819519, + 0.04354778304696083 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.020599473267793655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023306824266910553 + ], + "opposite_logprob_tokens": [ + -3.7733068466186523 + ], + "logprob_reward": -0.023306824266910553, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023306824266910553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13443009555339813, + 0.07571446150541306, + 0.15441197156906128, + 0.09490496665239334, + 0.037123434245586395, + 0.043449532240629196, + 0.0682210773229599, + 0.27229762077331543, + 0.0684293806552887, + 0.0510173998773098 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.023306824266910553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070596873760223 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070596873760223, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070596873760223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20295487344264984, + 0.12940503656864166, + 0.0989319309592247, + 0.07205378264188766, + 0.07308094948530197, + 0.06256403028964996, + 0.16572269797325134, + 0.0436466783285141, + 0.052580028772354126, + 0.09905992448329926 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.016070596873760223 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818273961544037 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.01818273961544037, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818273961544037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3311386704444885, + 0.13343459367752075, + 0.04011465981602669, + 0.052731677889823914, + 0.06773342937231064, + 0.026557574048638344, + 0.0705764964222908, + 0.19959090650081635, + 0.017844535410404205, + 0.06027746945619583 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.01818273961544037 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An incredibly sharp 8K macro close-up, shot at eye level, locks the viewer's gaze firmly on a South American leaf mantis deep in the gloom of a forest. Crouching alone on a decaying log covered in dark veins and damp moss, the mantis's form blends seamlessly with its surroundings: its trunk, a tan hue reminiscent of a dead leaf, is dotted with incredibly realistic veins and spots imitating insect damage. Its edges, jagged and irregular, appear to be weathered, making it visually indistinguishable from a real leaf. With its sickle-shaped forelimbs tucked tightly against its chest and its body lowered, it lurks patiently, motionless. A few faint rays of light penetrate the dense forest canopy, creating a soft, dappled glow that perfectly captures the subtle contours of the mantis's back and the rough texture of the decaying wood, against the backdrop of an out-of-focus, deep green and brown forest floor. With extreme clarity, one can even discern the subtle, almost imperceptible rhythmic rise and fall of its abdomen as it breathes. The dominant tones of the painting are deep brown, ochre, and dark green, creating an atmosphere of profound tranquility, a near-frozen loneliness, and the desolate presence of life stubbornly persisting in hidden corners.", + "seed": 5683, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_13/index_7079_seed_5683_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021389943175017835, + "vlm_logprob": -0.021389943175017835, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.021389943175017835, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07644249498844147 + ], + "opposite_logprob_tokens": [ + -2.7014424800872803 + ], + "logprob_reward": -0.07644249498844147, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07644249498844147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5547764301300049, + 0.05981745943427086, + 0.07043531537055969, + 0.04941041022539139, + 0.029737379401922226, + 0.0407329723238945, + 0.04900435358285904, + 0.05486277490854263, + 0.03927816450595856, + 0.05194484442472458 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07644249498844147 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960072390735149 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.005960072390735149, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960072390735149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4518643319606781, + 0.08284058421850204, + 0.07921534031629562, + 0.026386281475424767, + 0.06257805228233337, + 0.0669981837272644, + 0.03808251768350601, + 0.08328273147344589, + 0.05642025172710419, + 0.05233178287744522 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.005960072390735149 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00674353027716279 + ], + "opposite_logprob_tokens": [ + -5.006743431091309 + ], + "logprob_reward": -0.00674353027716279, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00674353027716279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.504045307636261, + 0.05458898842334747, + 0.10505598038434982, + 0.02724442631006241, + 0.04650121554732323, + 0.029490496963262558, + 0.03890508785843849, + 0.055166665464639664, + 0.035080764442682266, + 0.10392110794782639 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.00674353027716279 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735597271472216 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735597271472216, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735597271472216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3947666883468628, + 0.07549507170915604, + 0.06831205636262894, + 0.05159926414489746, + 0.09934535622596741, + 0.037383437156677246, + 0.07853071391582489, + 0.11374971270561218, + 0.02686600759625435, + 0.053951654583215714 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.006735597271472216 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068020947277546 + ], + "opposite_logprob_tokens": [ + -4.511067867279053 + ], + "logprob_reward": -0.011068020947277546, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068020947277546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45159009099006653, + 0.06329387426376343, + 0.04958662390708923, + 0.030070312321186066, + 0.05266707390546799, + 0.03218626230955124, + 0.03473128750920296, + 0.15414121747016907, + 0.05339149013161659, + 0.07834170013666153 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.011068020947277546 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An incredibly sharp 8K macro close-up, shot at eye level, locks the viewer's gaze firmly on a South American leaf mantis deep in the gloom of a forest. Crouching alone on a decaying log covered in dark veins and damp moss, the mantis's form blends seamlessly with its surroundings: its trunk, a tan hue reminiscent of a dead leaf, is dotted with incredibly realistic veins and spots imitating insect damage. Its edges, jagged and irregular, appear to be weathered, making it visually indistinguishable from a real leaf. With its sickle-shaped forelimbs tucked tightly against its chest and its body lowered, it lurks patiently, motionless. A few faint rays of light penetrate the dense forest canopy, creating a soft, dappled glow that perfectly captures the subtle contours of the mantis's back and the rough texture of the decaying wood, against the backdrop of an out-of-focus, deep green and brown forest floor. With extreme clarity, one can even discern the subtle, almost imperceptible rhythmic rise and fall of its abdomen as it breathes. The dominant tones of the painting are deep brown, ochre, and dark green, creating an atmosphere of profound tranquility, a near-frozen loneliness, and the desolate presence of life stubbornly persisting in hidden corners.", + "seed": 5684, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_13/index_7079_seed_5684_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05618947483599186, + "vlm_logprob": -0.05618947483599186, + "vlm_yes_no_margin": 3.574999952316284, + "vlm_token_credit": -0.05618947483599186, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20821312069892883 + ], + "opposite_logprob_tokens": [ + -1.7082130908966064 + ], + "logprob_reward": -0.20821312069892883, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20821312069892883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040348608046770096, + 0.07059555500745773, + 0.0815846174955368, + 0.03824268653988838, + 0.05234136804938316, + 0.5308519601821899, + 0.052212610840797424, + 0.04272345080971718, + 0.047685474157333374, + 0.043413661420345306 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.20821312069892883 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016087019816040993 + ], + "opposite_logprob_tokens": [ + -4.141087055206299 + ], + "logprob_reward": -0.016087019816040993, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016087019816040993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08617047965526581, + 0.04258657619357109, + 0.05730577930808067, + 0.0640900656580925, + 0.08644528687000275, + 0.3587373197078705, + 0.1609642505645752, + 0.0521145761013031, + 0.05358536168932915, + 0.03800034895539284 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.016087019816040993 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821153610944748 + ], + "opposite_logprob_tokens": [ + -4.018211364746094 + ], + "logprob_reward": -0.01821153610944748, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01821153610944748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09265299886465073, + 0.0846811830997467, + 0.10073299705982208, + 0.060533829033374786, + 0.08345016092061996, + 0.3442826271057129, + 0.08051086962223053, + 0.0767909586429596, + 0.03319943696260452, + 0.04316497966647148 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.01821153610944748 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980179339647293 + ], + "opposite_logprob_tokens": [ + -3.529801845550537 + ], + "logprob_reward": -0.02980179339647293, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980179339647293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10509737581014633, + 0.06263875216245651, + 0.07573047280311584, + 0.06715315580368042, + 0.12061428278684616, + 0.3315368592739105, + 0.06199047714471817, + 0.054847609251737595, + 0.07851481437683105, + 0.0418761745095253 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.02980179339647293 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a South American leaf mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis crouching on a decaying log covered in dark veins and damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis have a tan trunk with realistic veins and spots imitating insect damage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mantis motionless with its sickle-shaped forelimbs tucked tightly against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by faint rays of light creating a soft, dappled glow against a deep green and brown out-of-focus forest floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633904159069061 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.008633904159069061, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633904159069061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16909539699554443, + 0.09602855890989304, + 0.02768726460635662, + 0.07414223253726959, + 0.13681310415267944, + 0.1567535549402237, + 0.1660359799861908, + 0.019333526492118835, + 0.07673029601573944, + 0.07738011330366135 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.008633904159069061 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_14/index_tensor([6429, 6429])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_14/index_tensor([6429, 6429])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ca9548cf08daa37b4ba8a2747150bee4b8f922a4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_14/index_tensor([6429, 6429])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a high-angle, overhead shot, the initial image abstract and poetic. Raindrops pummel the deep, dark surface of a lake, stirring up concentric ripples that radiate outward. The water's surface simultaneously reflects the cold, strip-shaped lights within the laboratory, creating a distorted, interwoven tapestry of cool blue light and shadow. Then, the camera slowly and steadily zooms in, penetrating this illusion of light and shadow to focus on the protagonist, slumped over on the cold terrazzo floor. He leans limply against a metal wall covered in instruments. A hand, trembling violently with weakness, laboriously, almost spasmodically, unscrews a white plastic bottle of fluoxetine bearing a prescription label. As the cap slips loose, several small white pills tumble out, impacting precisely on the toes of a pair of rain-soaked, dark canvas shoes at his feet. Not far from the protagonist, a glass beaker of chemical solution overflows uncontrollably, producing a fine, viscous white foam that shimmers eerily under the cool blue light cast by the overhead instruments. Through the huge glass window covered with water vapor behind the character, you can see that the rain outside the window is weakening. At the same time, the waveform line on the screen of an electrocardiogram monitor tends to be flat, and the sharp, continuous beeping sound it emits gradually drowns out the sound of rain, injecting the entire picture with an extremely tense atmosphere of despair, loss of control and medical emergency.", + "seed": 1210, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_14/index_6429_seed_1210_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06375060193240642, + "vlm_logprob": -0.06375060193240642, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.06375060193240642, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07080888003110886 + ], + "opposite_logprob_tokens": [ + -2.6958088874816895 + ], + "logprob_reward": -0.07080888003110886, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07080888003110886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34599101543426514, + 0.08330778777599335, + 0.2020946592092514, + 0.06591596454381943, + 0.07961267232894897, + 0.03621525317430496, + 0.08132830262184143, + 0.05080566182732582, + 0.029672721400856972, + 0.025055957958102226 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07080888003110886 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11300943046808243 + ], + "opposite_logprob_tokens": [ + -2.238009452819824 + ], + "logprob_reward": -0.11300943046808243, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11300943046808243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1615537703037262, + 0.07730692625045776, + 0.2548941671848297, + 0.04511561989784241, + 0.055946145206689835, + 0.09470084309577942, + 0.055193159729242325, + 0.1235351637005806, + 0.0721828043460846, + 0.05957139655947685 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.11300943046808243 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981833927333355 + ], + "opposite_logprob_tokens": [ + -3.529818296432495 + ], + "logprob_reward": -0.02981833927333355, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981833927333355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10873515903949738, + 0.07762745767831802, + 0.1102711409330368, + 0.04108021408319473, + 0.05105463042855263, + 0.07580332458019257, + 0.17427228391170502, + 0.2000359445810318, + 0.09545513242483139, + 0.06566470116376877 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.02981833927333355 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062054671347141266 + ], + "opposite_logprob_tokens": [ + -2.8120546340942383 + ], + "logprob_reward": -0.062054671347141266, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062054671347141266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07114557921886444, + 0.10814426094293594, + 0.2583785951137543, + 0.05349696800112724, + 0.06471462547779083, + 0.0475042425096035, + 0.07021806389093399, + 0.11022267490625381, + 0.07345736771821976, + 0.142717644572258 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.062054671347141266 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306168854236603 + ], + "opposite_logprob_tokens": [ + -3.1680617332458496 + ], + "logprob_reward": -0.04306168854236603, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306168854236603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1720917820930481, + 0.07917733490467072, + 0.09141240268945694, + 0.1033271849155426, + 0.2084776759147644, + 0.06549174338579178, + 0.11719542741775513, + 0.08258220553398132, + 0.041966844350099564, + 0.03827742859721184 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.04306168854236603 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a high-angle, overhead shot, the initial image abstract and poetic. Raindrops pummel the deep, dark surface of a lake, stirring up concentric ripples that radiate outward. The water's surface simultaneously reflects the cold, strip-shaped lights within the laboratory, creating a distorted, interwoven tapestry of cool blue light and shadow. Then, the camera slowly and steadily zooms in, penetrating this illusion of light and shadow to focus on the protagonist, slumped over on the cold terrazzo floor. He leans limply against a metal wall covered in instruments. A hand, trembling violently with weakness, laboriously, almost spasmodically, unscrews a white plastic bottle of fluoxetine bearing a prescription label. As the cap slips loose, several small white pills tumble out, impacting precisely on the toes of a pair of rain-soaked, dark canvas shoes at his feet. Not far from the protagonist, a glass beaker of chemical solution overflows uncontrollably, producing a fine, viscous white foam that shimmers eerily under the cool blue light cast by the overhead instruments. Through the huge glass window covered with water vapor behind the character, you can see that the rain outside the window is weakening. At the same time, the waveform line on the screen of an electrocardiogram monitor tends to be flat, and the sharp, continuous beeping sound it emits gradually drowns out the sound of rain, injecting the entire picture with an extremely tense atmosphere of despair, loss of control and medical emergency.", + "seed": 1211, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_14/index_6429_seed_1211_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.23911475129425525, + "vlm_logprob": -0.23911475129425525, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.23911475129425525, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8988381624221802 + ], + "opposite_logprob_tokens": [ + -0.5238381624221802 + ], + "logprob_reward": -0.8988381624221802, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8988381624221802, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.26608389616012573, + 0.07618546485900879, + 0.10717544704675674, + 0.09073823690414429, + 0.16740234196186066, + 0.08028452098369598, + 0.032428644597530365, + 0.016146274283528328, + 0.10387831926345825, + 0.05967691168189049 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.8988381624221802 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12711229920387268 + ], + "opposite_logprob_tokens": [ + -2.12711238861084 + ], + "logprob_reward": -0.12711229920387268, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12711229920387268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051887135952711105, + 0.03712615370750427, + 0.032743170857429504, + 0.11246912181377411, + 0.16302406787872314, + 0.13485272228717804, + 0.05835951119661331, + 0.041364140808582306, + 0.20013359189033508, + 0.1680404096841812 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.12711229920387268 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020603561773896217 + ], + "opposite_logprob_tokens": [ + -3.895603656768799 + ], + "logprob_reward": -0.020603561773896217, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020603561773896217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06166226416826248, + 0.08665505051612854, + 0.043567124754190445, + 0.16120220720767975, + 0.2225264012813568, + 0.1719326674938202, + 0.05650335177779198, + 0.04840555787086487, + 0.09334132075309753, + 0.05420399084687233 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.020603561773896217 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898657768964767 + ], + "opposite_logprob_tokens": [ + -2.578986644744873 + ], + "logprob_reward": -0.07898657768964767, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898657768964767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04748481139540672, + 0.05553393065929413, + 0.038637351244688034, + 0.0666511058807373, + 0.181890070438385, + 0.12098318338394165, + 0.17765279114246368, + 0.134985089302063, + 0.07656703144311905, + 0.09961462765932083 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.07898657768964767 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003315538167953 + ], + "opposite_logprob_tokens": [ + -2.695033073425293 + ], + "logprob_reward": -0.07003315538167953, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003315538167953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13069449365139008, + 0.06613961607217789, + 0.11999935656785965, + 0.14556145668029785, + 0.1399117112159729, + 0.10711341351270676, + 0.047405071556568146, + 0.037476103752851486, + 0.13078376650810242, + 0.07491496205329895 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.07003315538167953 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a high-angle, overhead shot, the initial image abstract and poetic. Raindrops pummel the deep, dark surface of a lake, stirring up concentric ripples that radiate outward. The water's surface simultaneously reflects the cold, strip-shaped lights within the laboratory, creating a distorted, interwoven tapestry of cool blue light and shadow. Then, the camera slowly and steadily zooms in, penetrating this illusion of light and shadow to focus on the protagonist, slumped over on the cold terrazzo floor. He leans limply against a metal wall covered in instruments. A hand, trembling violently with weakness, laboriously, almost spasmodically, unscrews a white plastic bottle of fluoxetine bearing a prescription label. As the cap slips loose, several small white pills tumble out, impacting precisely on the toes of a pair of rain-soaked, dark canvas shoes at his feet. Not far from the protagonist, a glass beaker of chemical solution overflows uncontrollably, producing a fine, viscous white foam that shimmers eerily under the cool blue light cast by the overhead instruments. Through the huge glass window covered with water vapor behind the character, you can see that the rain outside the window is weakening. At the same time, the waveform line on the screen of an electrocardiogram monitor tends to be flat, and the sharp, continuous beeping sound it emits gradually drowns out the sound of rain, injecting the entire picture with an extremely tense atmosphere of despair, loss of control and medical emergency.", + "seed": 1212, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_14/index_6429_seed_1212_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0472933940589428, + "vlm_logprob": -0.0472933940589428, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.0472933940589428, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039609864354133606 + ], + "opposite_logprob_tokens": [ + -3.289609909057617 + ], + "logprob_reward": -0.039609864354133606, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.039609864354133606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2519436180591583, + 0.060812365263700485, + 0.15181048214435577, + 0.05525851249694824, + 0.1001976877450943, + 0.058705754578113556, + 0.08600208163261414, + 0.08161502331495285, + 0.06931228935718536, + 0.0843420997262001 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.039609864354133606 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813884034752846 + ], + "opposite_logprob_tokens": [ + -3.2881388664245605 + ], + "logprob_reward": -0.03813884034752846, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813884034752846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04082082584500313, + 0.03772255405783653, + 0.06061161682009697, + 0.01642463542521, + 0.03271063417196274, + 0.039149150252342224, + 0.06315968185663223, + 0.31038573384284973, + 0.14615832269191742, + 0.2528568208217621 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.03813884034752846 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498950183391571 + ], + "opposite_logprob_tokens": [ + -2.9299895763397217 + ], + "logprob_reward": -0.05498950183391571, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498950183391571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0874960795044899, + 0.04019543528556824, + 0.04403327777981758, + 0.07957111299037933, + 0.09211035817861557, + 0.06680577993392944, + 0.080393947660923, + 0.1529209464788437, + 0.18615618348121643, + 0.1703169345855713 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.05498950183391571 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700320452451706 + ], + "opposite_logprob_tokens": [ + -2.6950321197509766 + ], + "logprob_reward": -0.0700320452451706, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700320452451706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12200162559747696, + 0.047630999237298965, + 0.04077921807765961, + 0.06336561590433121, + 0.13627159595489502, + 0.14683596789836884, + 0.07595017552375793, + 0.1570681929588318, + 0.06774324178695679, + 0.14235328137874603 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.0700320452451706 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369671851396561 + ], + "opposite_logprob_tokens": [ + -3.4086966514587402 + ], + "logprob_reward": -0.03369671851396561, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369671851396561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1189093291759491, + 0.04788525775074959, + 0.3101012110710144, + 0.09463281184434891, + 0.08425842970609665, + 0.12761640548706055, + 0.055494606494903564, + 0.04596972465515137, + 0.07201342284679413, + 0.043118808418512344 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.03369671851396561 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a high-angle, overhead shot, the initial image abstract and poetic. Raindrops pummel the deep, dark surface of a lake, stirring up concentric ripples that radiate outward. The water's surface simultaneously reflects the cold, strip-shaped lights within the laboratory, creating a distorted, interwoven tapestry of cool blue light and shadow. Then, the camera slowly and steadily zooms in, penetrating this illusion of light and shadow to focus on the protagonist, slumped over on the cold terrazzo floor. He leans limply against a metal wall covered in instruments. A hand, trembling violently with weakness, laboriously, almost spasmodically, unscrews a white plastic bottle of fluoxetine bearing a prescription label. As the cap slips loose, several small white pills tumble out, impacting precisely on the toes of a pair of rain-soaked, dark canvas shoes at his feet. Not far from the protagonist, a glass beaker of chemical solution overflows uncontrollably, producing a fine, viscous white foam that shimmers eerily under the cool blue light cast by the overhead instruments. Through the huge glass window covered with water vapor behind the character, you can see that the rain outside the window is weakening. At the same time, the waveform line on the screen of an electrocardiogram monitor tends to be flat, and the sharp, continuous beeping sound it emits gradually drowns out the sound of rain, injecting the entire picture with an extremely tense atmosphere of despair, loss of control and medical emergency.", + "seed": 1213, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_14/index_6429_seed_1213_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11342475190758705, + "vlm_logprob": -0.11342475190758705, + "vlm_yes_no_margin": 2.699999952316284, + "vlm_token_credit": -0.11342475190758705, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34898677468299866 + ], + "opposite_logprob_tokens": [ + -1.2239867448806763 + ], + "logprob_reward": -0.34898677468299866, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34898677468299866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3052959144115448, + 0.1504427045583725, + 0.08652326464653015, + 0.17578251659870148, + 0.09920372813940048, + 0.06360632926225662, + 0.03014557994902134, + 0.0195902269333601, + 0.03715751692652702, + 0.03225215896964073 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.34898677468299866 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.100375235080719 + ], + "opposite_logprob_tokens": [ + -2.350375175476074 + ], + "logprob_reward": -0.100375235080719, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.100375235080719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1288285255432129, + 0.057168979197740555, + 0.0778002142906189, + 0.1971757858991623, + 0.14831621944904327, + 0.07943315804004669, + 0.06637784093618393, + 0.10452885180711746, + 0.09744679182767868, + 0.04292365536093712 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.100375235080719 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018201585859060287 + ], + "opposite_logprob_tokens": [ + -4.0182013511657715 + ], + "logprob_reward": -0.018201585859060287, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018201585859060287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08665386587381363, + 0.20213724672794342, + 0.08989148586988449, + 0.06506825983524323, + 0.2114069163799286, + 0.06557870656251907, + 0.03238651528954506, + 0.08304696530103683, + 0.0974593386054039, + 0.06637074053287506 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.018201585859060287 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583942532539368 + ], + "opposite_logprob_tokens": [ + -3.8955838680267334 + ], + "logprob_reward": -0.020583942532539368, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583942532539368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05598754063248634, + 0.14509817957878113, + 0.42330512404441833, + 0.021462030708789825, + 0.06745992600917816, + 0.11719875037670135, + 0.04157169908285141, + 0.04474591463804245, + 0.05755854770541191, + 0.025612300261855125 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.020583942532539368 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle, overhead shot of a dark lake surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the protagonist visible slumped over on a cold terrazzo floor leaning against a metal wall covered in instruments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand shown unscrewing a white plastic bottle of fluoxetine with small white pills tumbling out onto dark canvas shoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glass beaker of chemical solution visible overflowing with white foam near the protagonist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from the initial overhead shot to focus on the protagonist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897622138261795 + ], + "opposite_logprob_tokens": [ + -2.5789761543273926 + ], + "logprob_reward": -0.07897622138261795, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897622138261795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21071402728557587, + 0.2551206648349762, + 0.08613172918558121, + 0.12516073882579803, + 0.08545725792646408, + 0.05855907127261162, + 0.028931520879268646, + 0.024850446730852127, + 0.05958330258727074, + 0.06549113988876343 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.07897622138261795 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_15/index_tensor([4916, 4916])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_15/index_tensor([4916, 4916])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5b2cb7943a8c4f8d841b2ac2a58d8752961d48bc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_15/index_tensor([4916, 4916])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot begins at a slightly upward angle, then steadily and slowly zooms out, initially focusing on a dragon boat struggling against the raging white rapids. The boat's hull is crafted from deep red polished wood, its sides intricately carved with golden dragon scales, glistening wetly under the splashing water. A fiery, lifelike dragon head adorns the prow, its maw gaping as if in a roar, its bright red eyes glaring at the churning waves ahead. Just then, a powerful surge jolts the boat upward, lurching it violently. The intricately carved prow is lifted high, nearly breaking the surface of the water, demonstrating its immense power against the current. As the camera slowly pulls away, the picture gradually reveals a wider scene: the dragon boat is not isolated, it is located in a turbulent river surrounded by steep, lush canyons. The slanting afternoon sunlight penetrates the thin mist, casting mottled light and shadows on the turbulent water. The dragon boat is like an arrow shot from a bow in this magnificent and wild natural landscape, full of a tense, majestic and epic atmosphere.", + "seed": 31052, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_15/index_4916_seed_31052_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04614629540592432, + "vlm_logprob": -0.04614629540592432, + "vlm_yes_no_margin": 3.4999999523162844, + "vlm_token_credit": -0.04614629540592432, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12963451445102692 + ], + "opposite_logprob_tokens": [ + -2.1296346187591553 + ], + "logprob_reward": -0.12963451445102692, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12963451445102692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11922365427017212, + 0.04049847647547722, + 0.04374544695019722, + 0.09103015065193176, + 0.061146993190050125, + 0.045285195112228394, + 0.08870460838079453, + 0.06342077255249023, + 0.25508570671081543, + 0.19185902178287506 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.12963451445102692 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819830760359764 + ], + "opposite_logprob_tokens": [ + -4.018198490142822 + ], + "logprob_reward": -0.01819830760359764, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819830760359764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09041450172662735, + 0.36681482195854187, + 0.04661982133984566, + 0.2107226550579071, + 0.0339166559278965, + 0.045304641127586365, + 0.03417122736573219, + 0.04163408279418945, + 0.06338364630937576, + 0.06701795011758804 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.01819830760359764 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978058110922575 + ], + "opposite_logprob_tokens": [ + -4.634780406951904 + ], + "logprob_reward": -0.00978058110922575, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978058110922575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08212318271398544, + 0.09640676528215408, + 0.0318697951734066, + 0.14655043184757233, + 0.09281838685274124, + 0.13630332052707672, + 0.1386677473783493, + 0.0763477087020874, + 0.08542611449956894, + 0.11348653584718704 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.00978058110922575 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054941773414611816 + ], + "opposite_logprob_tokens": [ + -2.9299416542053223 + ], + "logprob_reward": -0.054941773414611816, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054941773414611816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08979302644729614, + 0.06119043380022049, + 0.046862393617630005, + 0.14064088463783264, + 0.09450537711381912, + 0.0985223799943924, + 0.11229817569255829, + 0.15958912670612335, + 0.1347932070493698, + 0.06180495023727417 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.054941773414611816 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018176300451159477 + ], + "opposite_logprob_tokens": [ + -4.018176078796387 + ], + "logprob_reward": -0.018176300451159477, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018176300451159477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06945168972015381, + 0.07999899983406067, + 0.05056925490498543, + 0.09069643914699554, + 0.05373825132846832, + 0.09842848777770996, + 0.09358508884906769, + 0.05888894200325012, + 0.14684191346168518, + 0.257800817489624 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.018176300451159477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins at a slightly upward angle, then steadily and slowly zooms out, initially focusing on a dragon boat struggling against the raging white rapids. The boat's hull is crafted from deep red polished wood, its sides intricately carved with golden dragon scales, glistening wetly under the splashing water. A fiery, lifelike dragon head adorns the prow, its maw gaping as if in a roar, its bright red eyes glaring at the churning waves ahead. Just then, a powerful surge jolts the boat upward, lurching it violently. The intricately carved prow is lifted high, nearly breaking the surface of the water, demonstrating its immense power against the current. As the camera slowly pulls away, the picture gradually reveals a wider scene: the dragon boat is not isolated, it is located in a turbulent river surrounded by steep, lush canyons. The slanting afternoon sunlight penetrates the thin mist, casting mottled light and shadows on the turbulent water. The dragon boat is like an arrow shot from a bow in this magnificent and wild natural landscape, full of a tense, majestic and epic atmosphere.", + "seed": 31053, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_15/index_4916_seed_31053_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06278531458228827, + "vlm_logprob": -0.06278531458228827, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.06278531458228827, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08133157342672348 + ], + "opposite_logprob_tokens": [ + -2.581331491470337 + ], + "logprob_reward": -0.08133157342672348, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08133157342672348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19034068286418915, + 0.18117310106754303, + 0.04562482610344887, + 0.09447471797466278, + 0.15863165259361267, + 0.03231775760650635, + 0.020282549783587456, + 0.0926191508769989, + 0.13421937823295593, + 0.05031623691320419 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.08133157342672348 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048664771020412445 + ], + "opposite_logprob_tokens": [ + -3.0486648082733154 + ], + "logprob_reward": -0.048664771020412445, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048664771020412445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09400558471679688, + 0.09927144646644592, + 0.03474847227334976, + 0.1317596584558487, + 0.15642854571342468, + 0.034812308847904205, + 0.060771189630031586, + 0.2704177498817444, + 0.08007512986660004, + 0.03770991414785385 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.048664771020412445 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534528970718384 + ], + "opposite_logprob_tokens": [ + -4.3875346183776855 + ], + "logprob_reward": -0.012534528970718384, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534528970718384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1571631282567978, + 0.17341212928295135, + 0.0886051207780838, + 0.21546530723571777, + 0.060023657977581024, + 0.06140429899096489, + 0.0653962567448616, + 0.07750605791807175, + 0.03501782938838005, + 0.06600619107484818 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.012534528970718384 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16032414138317108 + ], + "opposite_logprob_tokens": [ + -1.9103240966796875 + ], + "logprob_reward": -0.16032414138317108, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16032414138317108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12473225593566895, + 0.04924296960234642, + 0.04887620359659195, + 0.06609056890010834, + 0.2742474377155304, + 0.14116235077381134, + 0.025341033935546875, + 0.0652855858206749, + 0.09496080130338669, + 0.11006075143814087 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.16032414138317108 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071558110415936 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.011071558110415936, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071558110415936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5343741774559021, + 0.045990534126758575, + 0.06480538845062256, + 0.07197246700525284, + 0.06840437650680542, + 0.032793983817100525, + 0.03973475098609924, + 0.04585396125912666, + 0.041022829711437225, + 0.05504755675792694 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.011071558110415936 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins at a slightly upward angle, then steadily and slowly zooms out, initially focusing on a dragon boat struggling against the raging white rapids. The boat's hull is crafted from deep red polished wood, its sides intricately carved with golden dragon scales, glistening wetly under the splashing water. A fiery, lifelike dragon head adorns the prow, its maw gaping as if in a roar, its bright red eyes glaring at the churning waves ahead. Just then, a powerful surge jolts the boat upward, lurching it violently. The intricately carved prow is lifted high, nearly breaking the surface of the water, demonstrating its immense power against the current. As the camera slowly pulls away, the picture gradually reveals a wider scene: the dragon boat is not isolated, it is located in a turbulent river surrounded by steep, lush canyons. The slanting afternoon sunlight penetrates the thin mist, casting mottled light and shadows on the turbulent water. The dragon boat is like an arrow shot from a bow in this magnificent and wild natural landscape, full of a tense, majestic and epic atmosphere.", + "seed": 31054, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_15/index_4916_seed_31054_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18905277969315648, + "vlm_logprob": -0.18905277969315648, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.18905277969315648, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8992685079574585 + ], + "opposite_logprob_tokens": [ + -0.5242685079574585 + ], + "logprob_reward": -0.8992685079574585, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8992685079574585, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0668458566069603, + 0.04658912867307663, + 0.05464562028646469, + 0.18454033136367798, + 0.20549140870571136, + 0.029273824766278267, + 0.09366852045059204, + 0.11969964951276779, + 0.0340389609336853, + 0.16520677506923676 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.8992685079574585 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209168031811714 + ], + "opposite_logprob_tokens": [ + -4.264209270477295 + ], + "logprob_reward": -0.014209168031811714, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209168031811714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1550079584121704, + 0.05679363012313843, + 0.06958520412445068, + 0.06533261388540268, + 0.05813038349151611, + 0.03880774974822998, + 0.05279277265071869, + 0.10716687142848969, + 0.038701754063367844, + 0.3576810657978058 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.014209168031811714 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777866303920746 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.009777866303920746, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777866303920746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06797634810209274, + 0.0625266283750534, + 0.07117681205272675, + 0.18956409394741058, + 0.04608999565243721, + 0.03419114649295807, + 0.030501840636134148, + 0.12416615337133408, + 0.028976861387491226, + 0.34483012557029724 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.009777866303920746 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946089047938585 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005946089047938585, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946089047938585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11837892979383469, + 0.036128588020801544, + 0.05973942577838898, + 0.1598956435918808, + 0.16738398373126984, + 0.034074023365974426, + 0.054939594119787216, + 0.08102881908416748, + 0.04613935574889183, + 0.2422916442155838 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.005946089047938585 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062267124652863 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.016062267124652863, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062267124652863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02963598631322384, + 0.06397441029548645, + 0.03682267293334007, + 0.04613153263926506, + 0.08374527096748352, + 0.03620393946766853, + 0.03809426352381706, + 0.0963611826300621, + 0.02557489462196827, + 0.5434557795524597 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.016062267124652863 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins at a slightly upward angle, then steadily and slowly zooms out, initially focusing on a dragon boat struggling against the raging white rapids. The boat's hull is crafted from deep red polished wood, its sides intricately carved with golden dragon scales, glistening wetly under the splashing water. A fiery, lifelike dragon head adorns the prow, its maw gaping as if in a roar, its bright red eyes glaring at the churning waves ahead. Just then, a powerful surge jolts the boat upward, lurching it violently. The intricately carved prow is lifted high, nearly breaking the surface of the water, demonstrating its immense power against the current. As the camera slowly pulls away, the picture gradually reveals a wider scene: the dragon boat is not isolated, it is located in a turbulent river surrounded by steep, lush canyons. The slanting afternoon sunlight penetrates the thin mist, casting mottled light and shadows on the turbulent water. The dragon boat is like an arrow shot from a bow in this magnificent and wild natural landscape, full of a tense, majestic and epic atmosphere.", + "seed": 31055, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_15/index_4916_seed_31055_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1253863237798214, + "vlm_logprob": -0.1253863237798214, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.1253863237798214, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5251390337944031 + ], + "opposite_logprob_tokens": [ + -0.9001390337944031 + ], + "logprob_reward": -0.5251390337944031, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5251390337944031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24607887864112854, + 0.057033415883779526, + 0.2233830839395523, + 0.048755381256341934, + 0.06579431146383286, + 0.10679948329925537, + 0.0511225163936615, + 0.08065177500247955, + 0.024169912561774254, + 0.09621120989322662 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.5251390337944031 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026364192366600037 + ], + "opposite_logprob_tokens": [ + -3.6513640880584717 + ], + "logprob_reward": -0.026364192366600037, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026364192366600037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4567975103855133, + 0.10014956444501877, + 0.05851796641945839, + 0.07295159995555878, + 0.16565366089344025, + 0.04890155792236328, + 0.017592288553714752, + 0.03806662559509277, + 0.016564909368753433, + 0.024804407730698586 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.026364192366600037 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194242656230927 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194242656230927, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194242656230927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28395482897758484, + 0.2429993450641632, + 0.056041982024908066, + 0.09665675461292267, + 0.07540439814329147, + 0.0561085008084774, + 0.05384860187768936, + 0.041894905269145966, + 0.04575323313474655, + 0.047337424010038376 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.014194242656230927 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305141046643257 + ], + "opposite_logprob_tokens": [ + -3.1680514812469482 + ], + "logprob_reward": -0.04305141046643257, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305141046643257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14522646367549896, + 0.02598632127046585, + 0.01969350315630436, + 0.07031600177288055, + 0.12043415755033493, + 0.2216303050518036, + 0.016212385147809982, + 0.158004492521286, + 0.013282016851007938, + 0.20921440422534943 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.04305141046643257 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dragon boat struggling against white rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep red polished wood with golden dragon scale carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a fiery lifelike dragon head at the prow with a gaping maw and bright red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a slightly upward angle and steadily zoom out to reveal steep lush canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by slanting afternoon sunlight penetrating thin mist over turbulent water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818273961544037 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.01818273961544037, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818273961544037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13743051886558533, + 0.049528542906045914, + 0.06778669357299805, + 0.05079849064350128, + 0.07457192987203598, + 0.07138974219560623, + 0.057089827954769135, + 0.1874217540025711, + 0.036315713077783585, + 0.2676667869091034 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.01818273961544037 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_2/index_tensor([688, 688])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_2/index_tensor([688, 688])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eba95b4b3ba6878ba12a21ddaaf8c90b321ddf0d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_2/index_tensor([688, 688])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a series of close-ups imbued with the exquisite aesthetics of the new wuxia genre, the scene first focuses on a pair of exquisite black boots, gently and almost soundlessly stepping upon a ground covered in withered yellow leaves. Then, in extreme close-up, the camera captures a startling transformation: from the spot where the boots land, countless thorny black vines, shimmering with a dark sheen, erupt from the ground. Like living venomous snakes, they slither across the surface at a visible speed. A panning close-up follows the vines as they swiftly and gracefully cling to and entwine around the trunk of a nearby snow-white birch tree, their sharp barbs digging deep into the smooth bark. The stark contrast of black and white is striking in the cool, softly diffused light. The camera then slowly tilts upward, tracing the figure's flowing, inky silk robe, the sleeves of which flutter silently with his unhurried steps, finally framing his sharply defined face, a stern yet handsome expression. His eyes were deep and his expression was indifferent, as if the scene full of destructive vitality evoked by his footsteps was just an ordinary landscape. The whole scene, in an extreme interweaving of stillness and movement, beauty and danger, created an atmosphere of mystery, coldness and deadly elegance.", + "seed": 28838, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_2/index_688_seed_28838_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012717061489820481, + "vlm_logprob": -0.012717061489820481, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.012717061489820481, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04397406429052353 + ], + "opposite_logprob_tokens": [ + -3.1689741611480713 + ], + "logprob_reward": -0.04397406429052353, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04397406429052353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22207504510879517, + 0.18747036159038544, + 0.0578732006251812, + 0.2594327926635742, + 0.06372253596782684, + 0.023547139018774033, + 0.0462188720703125, + 0.03790949285030365, + 0.04125611484050751, + 0.06049436703324318 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.04397406429052353 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595568772405386 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.00595568772405386, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595568772405386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2054724097251892, + 0.27119582891464233, + 0.049583420157432556, + 0.05275904759764671, + 0.05577664449810982, + 0.030318135395646095, + 0.06326998025178909, + 0.08772478997707367, + 0.0817452222108841, + 0.10215450823307037 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.00595568772405386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616461530327797 + ], + "opposite_logprob_tokens": [ + -5.6286163330078125 + ], + "logprob_reward": -0.003616461530327797, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616461530327797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18659116327762604, + 0.08570721745491028, + 0.059941258281469345, + 0.10083558410406113, + 0.07991059869527817, + 0.03290632367134094, + 0.1254621297121048, + 0.0858336016535759, + 0.1599866896867752, + 0.0828254297375679 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.003616461530327797 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947748199105263 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947748199105263, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947748199105263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20813041925430298, + 0.06485695391893387, + 0.03669648617506027, + 0.15001805126667023, + 0.11922216415405273, + 0.027272095903754234, + 0.10903333127498627, + 0.12635275721549988, + 0.03791306912899017, + 0.12050475180149078 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.005947748199105263 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091345705091953 + ], + "opposite_logprob_tokens": [ + -5.504091262817383 + ], + "logprob_reward": -0.004091345705091953, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091345705091953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11751718074083328, + 0.06582645326852798, + 0.03705587983131409, + 0.10255789011716843, + 0.08978280425071716, + 0.07023927569389343, + 0.06160382926464081, + 0.2586993873119354, + 0.10586757212877274, + 0.09084976464509964 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.004091345705091953 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a series of close-ups imbued with the exquisite aesthetics of the new wuxia genre, the scene first focuses on a pair of exquisite black boots, gently and almost soundlessly stepping upon a ground covered in withered yellow leaves. Then, in extreme close-up, the camera captures a startling transformation: from the spot where the boots land, countless thorny black vines, shimmering with a dark sheen, erupt from the ground. Like living venomous snakes, they slither across the surface at a visible speed. A panning close-up follows the vines as they swiftly and gracefully cling to and entwine around the trunk of a nearby snow-white birch tree, their sharp barbs digging deep into the smooth bark. The stark contrast of black and white is striking in the cool, softly diffused light. The camera then slowly tilts upward, tracing the figure's flowing, inky silk robe, the sleeves of which flutter silently with his unhurried steps, finally framing his sharply defined face, a stern yet handsome expression. His eyes were deep and his expression was indifferent, as if the scene full of destructive vitality evoked by his footsteps was just an ordinary landscape. The whole scene, in an extreme interweaving of stillness and movement, beauty and danger, created an atmosphere of mystery, coldness and deadly elegance.", + "seed": 28839, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_2/index_688_seed_28839_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.002682126080617309, + "vlm_logprob": -0.002682126080617309, + "vlm_yes_no_margin": 6.025, + "vlm_token_credit": -0.002682126080617309, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025015748105943203 + ], + "opposite_logprob_tokens": [ + -6.252501487731934 + ], + "logprob_reward": -0.0025015748105943203, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0025015748105943203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2081589251756668, + 0.08598209172487259, + 0.19671016931533813, + 0.20222733914852142, + 0.0920645073056221, + 0.01888491027057171, + 0.06548601388931274, + 0.03816099464893341, + 0.03592538833618164, + 0.05639969930052757 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0025015748105943203 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028204445261508226 + ], + "opposite_logprob_tokens": [ + -5.8778204917907715 + ], + "logprob_reward": -0.0028204445261508226, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028204445261508226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0630536749958992, + 0.06531728059053421, + 0.3016672730445862, + 0.22950419783592224, + 0.06443613022565842, + 0.05523836612701416, + 0.12442861497402191, + 0.03547043725848198, + 0.034857526421546936, + 0.026026563718914986 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.0028204445261508226 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015124559868127108 + ], + "opposite_logprob_tokens": [ + -6.50151252746582 + ], + "logprob_reward": -0.0015124559868127108, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015124559868127108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06898022443056107, + 0.19024984538555145, + 0.15156537294387817, + 0.1752525120973587, + 0.17122624814510345, + 0.04534543678164482, + 0.07505933940410614, + 0.020902935415506363, + 0.06973624229431152, + 0.031681787222623825 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.0015124559868127108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024856405798345804 + ], + "opposite_logprob_tokens": [ + -6.002485752105713 + ], + "logprob_reward": -0.0024856405798345804, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024856405798345804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08201327174901962, + 0.07776449620723724, + 0.2291240692138672, + 0.15103010833263397, + 0.09320647269487381, + 0.03606713190674782, + 0.06639577448368073, + 0.044223375618457794, + 0.11628206074237823, + 0.1038932129740715 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.0024856405798345804 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004090514499694109 + ], + "opposite_logprob_tokens": [ + -5.504090309143066 + ], + "logprob_reward": -0.004090514499694109, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004090514499694109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07787445187568665, + 0.04806206747889519, + 0.0844651535153389, + 0.27426499128341675, + 0.2691294550895691, + 0.039171237498521805, + 0.072191521525383, + 0.04011382907629013, + 0.060511264950037, + 0.03421597182750702 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.004090514499694109 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a series of close-ups imbued with the exquisite aesthetics of the new wuxia genre, the scene first focuses on a pair of exquisite black boots, gently and almost soundlessly stepping upon a ground covered in withered yellow leaves. Then, in extreme close-up, the camera captures a startling transformation: from the spot where the boots land, countless thorny black vines, shimmering with a dark sheen, erupt from the ground. Like living venomous snakes, they slither across the surface at a visible speed. A panning close-up follows the vines as they swiftly and gracefully cling to and entwine around the trunk of a nearby snow-white birch tree, their sharp barbs digging deep into the smooth bark. The stark contrast of black and white is striking in the cool, softly diffused light. The camera then slowly tilts upward, tracing the figure's flowing, inky silk robe, the sleeves of which flutter silently with his unhurried steps, finally framing his sharply defined face, a stern yet handsome expression. His eyes were deep and his expression was indifferent, as if the scene full of destructive vitality evoked by his footsteps was just an ordinary landscape. The whole scene, in an extreme interweaving of stillness and movement, beauty and danger, created an atmosphere of mystery, coldness and deadly elegance.", + "seed": 28840, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_2/index_688_seed_28840_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017252486012876034, + "vlm_logprob": -0.017252486012876034, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.017252486012876034, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028841756284236908 + ], + "opposite_logprob_tokens": [ + -3.653841733932495 + ], + "logprob_reward": -0.028841756284236908, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028841756284236908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19411656260490417, + 0.28475722670555115, + 0.0997270718216896, + 0.06343396753072739, + 0.024337856099009514, + 0.09591292589902878, + 0.0218783151358366, + 0.032539427280426025, + 0.10595815628767014, + 0.0773385614156723 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.028841756284236908 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748858839273453 + ], + "opposite_logprob_tokens": [ + -5.006748676300049 + ], + "logprob_reward": -0.006748858839273453, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748858839273453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13148389756679535, + 0.11817757040262222, + 0.03973568603396416, + 0.046520084142684937, + 0.05251406878232956, + 0.1824808120727539, + 0.0727972462773323, + 0.0959014967083931, + 0.159645214676857, + 0.10074391216039658 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.006748858839273453 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098112694919109 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004098112694919109, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098112694919109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10143622010946274, + 0.08997579663991928, + 0.07430794090032578, + 0.1436951756477356, + 0.10341362655162811, + 0.16786913573741913, + 0.0386478565633297, + 0.02210950292646885, + 0.12386281788349152, + 0.1346818208694458 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.004098112694919109 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291219025850296 + ], + "opposite_logprob_tokens": [ + -3.7732911109924316 + ], + "logprob_reward": -0.023291219025850296, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291219025850296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1766502410173416, + 0.05869073048233986, + 0.03918824344873428, + 0.03519709035754204, + 0.06639887392520905, + 0.03176703676581383, + 0.036952853202819824, + 0.02738269604742527, + 0.2291070967912674, + 0.2986650764942169 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.023291219025850296 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282483220100403 + ], + "opposite_logprob_tokens": [ + -3.773282527923584 + ], + "logprob_reward": -0.023282483220100403, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282483220100403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1454574465751648, + 0.06276009231805801, + 0.041317570954561234, + 0.03569024056196213, + 0.07184868305921555, + 0.06823217123746872, + 0.047302816063165665, + 0.08357556164264679, + 0.19329243898391724, + 0.2505229711532593 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.023282483220100403 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a series of close-ups imbued with the exquisite aesthetics of the new wuxia genre, the scene first focuses on a pair of exquisite black boots, gently and almost soundlessly stepping upon a ground covered in withered yellow leaves. Then, in extreme close-up, the camera captures a startling transformation: from the spot where the boots land, countless thorny black vines, shimmering with a dark sheen, erupt from the ground. Like living venomous snakes, they slither across the surface at a visible speed. A panning close-up follows the vines as they swiftly and gracefully cling to and entwine around the trunk of a nearby snow-white birch tree, their sharp barbs digging deep into the smooth bark. The stark contrast of black and white is striking in the cool, softly diffused light. The camera then slowly tilts upward, tracing the figure's flowing, inky silk robe, the sleeves of which flutter silently with his unhurried steps, finally framing his sharply defined face, a stern yet handsome expression. His eyes were deep and his expression was indifferent, as if the scene full of destructive vitality evoked by his footsteps was just an ordinary landscape. The whole scene, in an extreme interweaving of stillness and movement, beauty and danger, created an atmosphere of mystery, coldness and deadly elegance.", + "seed": 28841, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_2/index_688_seed_28841_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.011125325551256537, + "vlm_logprob": -0.011125325551256537, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.011125325551256537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02827952429652214 + ], + "opposite_logprob_tokens": [ + -3.6532795429229736 + ], + "logprob_reward": -0.02827952429652214, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02827952429652214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3519884943962097, + 0.08053581416606903, + 0.08605659753084183, + 0.13572822511196136, + 0.046303968876600266, + 0.03262634575366974, + 0.034672901034355164, + 0.03032124973833561, + 0.04935658723115921, + 0.1524098515510559 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.02827952429652214 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036206187214702368 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036206187214702368, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036206187214702368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31014734506607056, + 0.09561993181705475, + 0.07622884213924408, + 0.04557351768016815, + 0.06870108842849731, + 0.04376690462231636, + 0.050443653017282486, + 0.052316367626190186, + 0.05426550284028053, + 0.20293685793876648 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0036206187214702368 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001938013592734933 + ], + "opposite_logprob_tokens": [ + -6.2519378662109375 + ], + "logprob_reward": -0.001938013592734933, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001938013592734933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22162237763404846, + 0.08105948567390442, + 0.031243296340107918, + 0.05484567955136299, + 0.11022768169641495, + 0.10070320218801498, + 0.07402428239583969, + 0.05875720456242561, + 0.09540725499391556, + 0.17210961878299713 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.001938013592734933 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018177354708313942 + ], + "opposite_logprob_tokens": [ + -4.018177509307861 + ], + "logprob_reward": -0.018177354708313942, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018177354708313942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17611967027187347, + 0.07627979665994644, + 0.03453301638364792, + 0.03948479890823364, + 0.09330784529447556, + 0.05170612782239914, + 0.033794328570365906, + 0.04164392128586769, + 0.09684412181377411, + 0.3562863767147064 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.018177354708313942 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are black boots visible stepping on ground covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do thorny black vines with a dark sheen erupt from the ground where the boots land?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the vines slither and cling to the trunk of a snow-white birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a figure wearing an inky silk robe with a sharply defined face visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt upward to frame the figure's face after following the vines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003611116437241435 + ], + "opposite_logprob_tokens": [ + -5.628611087799072 + ], + "logprob_reward": -0.003611116437241435, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003611116437241435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26339906454086304, + 0.03500229865312576, + 0.023654896765947342, + 0.037844765931367874, + 0.04509332403540611, + 0.12928406894207, + 0.03307485207915306, + 0.07042546570301056, + 0.1467750370502472, + 0.21544623374938965 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.003611116437241435 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_3/index_tensor([975, 975])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_3/index_tensor([975, 975])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4c332ac91cf6eb9950d25ce12f9954d42d84792b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_3/index_tensor([975, 975])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long, static shot, taken from a high angle, captures a tranquil lake, its surface a deep sapphire, shimmering with layers of delicate, slowly spreading ripples. In the center of the frame, a bright red maple leaf, its edges slightly curled and its veins clearly visible, floats solitary and gracefully. Soft, golden morning light slants through the frame from the side, filtering through the leaf, giving it a translucent quality and a golden halo around its edges, casting long, shimmering paths across the shimmering water. Gently propelled by the ripples, the leaf drifts across the water with an almost imperceptible, steady, and leisurely motion, occasionally accompanied by the slightest rotation. The water reflects the blurred, vibrant outlines of the autumn trees on the distant shore. The entire scene is enveloped in a tranquil, contemplative atmosphere, imbued with warm, saturated tones and imbued with a poetic beauty.", + "seed": 31507, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_3/index_975_seed_31507_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.201257311552763, + "vlm_logprob": -0.201257311552763, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.201257311552763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3595442473888397 + ], + "opposite_logprob_tokens": [ + -1.234544277191162 + ], + "logprob_reward": -0.3595442473888397, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3595442473888397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41563040018081665, + 0.07958225905895233, + 0.0756317675113678, + 0.08185262233018875, + 0.07628081738948822, + 0.04802381992340088, + 0.028892334550619125, + 0.0661928653717041, + 0.06044553965330124, + 0.06746764481067657 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.3595442473888397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762028694152832 + ], + "opposite_logprob_tokens": [ + -0.8262028694152832 + ], + "logprob_reward": -0.5762028694152832, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762028694152832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5699958205223083, + 0.08395282924175262, + 0.025402428582310677, + 0.02383594773709774, + 0.045311760157346725, + 0.03200909495353699, + 0.04948381334543228, + 0.09963533282279968, + 0.05823439732193947, + 0.012138575315475464 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.5762028694152832 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207907676696777 + ], + "opposite_logprob_tokens": [ + -4.018208026885986 + ], + "logprob_reward": -0.018207907676696777, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018207907676696777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32995304465293884, + 0.07992410659790039, + 0.06139538437128067, + 0.08385592699050903, + 0.10040009766817093, + 0.034786198288202286, + 0.01444722805172205, + 0.056003499776124954, + 0.11734143644571304, + 0.12189304083585739 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.018207907676696777 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038130003958940506 + ], + "opposite_logprob_tokens": [ + -3.288130044937134 + ], + "logprob_reward": -0.038130003958940506, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038130003958940506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16495122015476227, + 0.05345912650227547, + 0.09407605975866318, + 0.05085255578160286, + 0.09933774173259735, + 0.0805424228310585, + 0.02964276447892189, + 0.04185350239276886, + 0.340812087059021, + 0.044472478330135345 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.038130003958940506 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201529324054718 + ], + "opposite_logprob_tokens": [ + -4.264201641082764 + ], + "logprob_reward": -0.014201529324054718, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201529324054718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1107432022690773, + 0.05587773770093918, + 0.08599921315908432, + 0.04709668084979057, + 0.05674890801310539, + 0.04367316886782646, + 0.058383941650390625, + 0.15354689955711365, + 0.3273463249206543, + 0.060583893209695816 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.014201529324054718 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, taken from a high angle, captures a tranquil lake, its surface a deep sapphire, shimmering with layers of delicate, slowly spreading ripples. In the center of the frame, a bright red maple leaf, its edges slightly curled and its veins clearly visible, floats solitary and gracefully. Soft, golden morning light slants through the frame from the side, filtering through the leaf, giving it a translucent quality and a golden halo around its edges, casting long, shimmering paths across the shimmering water. Gently propelled by the ripples, the leaf drifts across the water with an almost imperceptible, steady, and leisurely motion, occasionally accompanied by the slightest rotation. The water reflects the blurred, vibrant outlines of the autumn trees on the distant shore. The entire scene is enveloped in a tranquil, contemplative atmosphere, imbued with warm, saturated tones and imbued with a poetic beauty.", + "seed": 31508, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_3/index_975_seed_31508_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09226042951922864, + "vlm_logprob": -0.09226042951922864, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.09226042951922864, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19099903106689453 + ], + "opposite_logprob_tokens": [ + -1.8159990310668945 + ], + "logprob_reward": -0.19099903106689453, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19099903106689453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2645393908023834, + 0.24468696117401123, + 0.16296552121639252, + 0.06779346615076065, + 0.04578988999128342, + 0.028340719640254974, + 0.11183223873376846, + 0.03306617587804794, + 0.02133360505104065, + 0.01965201087296009 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.19099903106689453 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256048172712326 + ], + "opposite_logprob_tokens": [ + -1.600604772567749 + ], + "logprob_reward": -0.2256048172712326, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256048172712326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1475866436958313, + 0.5454842448234558, + 0.0508764386177063, + 0.04526021331548691, + 0.017339974641799927, + 0.016374416649341583, + 0.04420218616724014, + 0.0743524357676506, + 0.03861682862043381, + 0.01990663632750511 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.2256048172712326 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001188525347970426 + ], + "opposite_logprob_tokens": [ + -6.7511887550354 + ], + "logprob_reward": -0.001188525347970426, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001188525347970426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056177593767642975, + 0.4161888659000397, + 0.03983432799577713, + 0.0323617085814476, + 0.024304645135998726, + 0.023729072883725166, + 0.17871998250484467, + 0.04019591957330704, + 0.1788518726825714, + 0.009636007249355316 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.001188525347970426 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373037278652191 + ], + "opposite_logprob_tokens": [ + -3.4087302684783936 + ], + "logprob_reward": -0.03373037278652191, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373037278652191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10343203693628311, + 0.31922677159309387, + 0.18439532816410065, + 0.07576800882816315, + 0.09380259364843369, + 0.031286899000406265, + 0.08269426226615906, + 0.05425141379237175, + 0.03359600156545639, + 0.021546730771660805 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.03373037278652191 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779401123523712 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779401123523712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779401123523712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.134462371468544, + 0.3208027780056, + 0.11093234270811081, + 0.05443499982357025, + 0.023634405806660652, + 0.051955919712781906, + 0.040681932121515274, + 0.18164221942424774, + 0.037593841552734375, + 0.04385922849178314 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.009779401123523712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, taken from a high angle, captures a tranquil lake, its surface a deep sapphire, shimmering with layers of delicate, slowly spreading ripples. In the center of the frame, a bright red maple leaf, its edges slightly curled and its veins clearly visible, floats solitary and gracefully. Soft, golden morning light slants through the frame from the side, filtering through the leaf, giving it a translucent quality and a golden halo around its edges, casting long, shimmering paths across the shimmering water. Gently propelled by the ripples, the leaf drifts across the water with an almost imperceptible, steady, and leisurely motion, occasionally accompanied by the slightest rotation. The water reflects the blurred, vibrant outlines of the autumn trees on the distant shore. The entire scene is enveloped in a tranquil, contemplative atmosphere, imbued with warm, saturated tones and imbued with a poetic beauty.", + "seed": 31509, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_3/index_975_seed_31509_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11424563503824174, + "vlm_logprob": -0.11424563503824174, + "vlm_yes_no_margin": 3.5249999523162843, + "vlm_token_credit": -0.11424563503824174, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.29276242852211 + ], + "opposite_logprob_tokens": [ + -1.4177623987197876 + ], + "logprob_reward": -0.29276242852211, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.29276242852211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6210815906524658, + 0.05948246642947197, + 0.04168025031685829, + 0.11803606152534485, + 0.0418868251144886, + 0.03072001039981842, + 0.02754073776304722, + 0.015900321304798126, + 0.022465014830231667, + 0.0212066899985075 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.29276242852211 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521125078201294 + ], + "opposite_logprob_tokens": [ + -1.5021125078201294 + ], + "logprob_reward": -0.2521125078201294, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521125078201294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.376383900642395, + 0.13659042119979858, + 0.12664158642292023, + 0.1407381147146225, + 0.037990350276231766, + 0.05428910255432129, + 0.06641427427530289, + 0.01173603069037199, + 0.016659457236528397, + 0.03255677968263626 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.2521125078201294 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002204370917752385 + ], + "opposite_logprob_tokens": [ + -6.127204418182373 + ], + "logprob_reward": -0.002204370917752385, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002204370917752385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38574275374412537, + 0.07748571783304214, + 0.276340514421463, + 0.0838877335190773, + 0.04275483638048172, + 0.02628706768155098, + 0.036733273416757584, + 0.029422687366604805, + 0.017724808305501938, + 0.02362062782049179 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.002204370917752385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820100098848343 + ], + "opposite_logprob_tokens": [ + -4.018200874328613 + ], + "logprob_reward": -0.01820100098848343, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820100098848343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6553422808647156, + 0.027842657640576363, + 0.09213379770517349, + 0.0877724140882492, + 0.0197477824985981, + 0.020786549896001816, + 0.04507238790392876, + 0.014440122060477734, + 0.012115073390305042, + 0.024746913462877274 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.01820100098848343 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947866942733526 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005947866942733526, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947866942733526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21816304326057434, + 0.07028749585151672, + 0.18955443799495697, + 0.20121006667613983, + 0.07688537985086441, + 0.0510532408952713, + 0.04143177717924118, + 0.06380002945661545, + 0.015718309208750725, + 0.07189624756574631 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.005947866942733526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, taken from a high angle, captures a tranquil lake, its surface a deep sapphire, shimmering with layers of delicate, slowly spreading ripples. In the center of the frame, a bright red maple leaf, its edges slightly curled and its veins clearly visible, floats solitary and gracefully. Soft, golden morning light slants through the frame from the side, filtering through the leaf, giving it a translucent quality and a golden halo around its edges, casting long, shimmering paths across the shimmering water. Gently propelled by the ripples, the leaf drifts across the water with an almost imperceptible, steady, and leisurely motion, occasionally accompanied by the slightest rotation. The water reflects the blurred, vibrant outlines of the autumn trees on the distant shore. The entire scene is enveloped in a tranquil, contemplative atmosphere, imbued with warm, saturated tones and imbued with a poetic beauty.", + "seed": 31510, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_3/index_975_seed_31510_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10662943550851196, + "vlm_logprob": -0.10662943550851196, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.10662943550851196, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26389169692993164 + ], + "opposite_logprob_tokens": [ + -1.5138916969299316 + ], + "logprob_reward": -0.26389169692993164, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26389169692993164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31271830201148987, + 0.07628272473812103, + 0.09970833361148834, + 0.06891512870788574, + 0.07245510071516037, + 0.07138749957084656, + 0.14184880256652832, + 0.03562763333320618, + 0.04986569657921791, + 0.0711907222867012 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.26389169692993164 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.225624218583107 + ], + "opposite_logprob_tokens": [ + -1.6006242036819458 + ], + "logprob_reward": -0.225624218583107, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.225624218583107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35798853635787964, + 0.057250022888183594, + 0.12442624568939209, + 0.053328242152929306, + 0.14607666432857513, + 0.05551837384700775, + 0.049123913049697876, + 0.01027764193713665, + 0.009487668052315712, + 0.136522576212883 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.225624218583107 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001190430368296802 + ], + "opposite_logprob_tokens": [ + -6.751190662384033 + ], + "logprob_reward": -0.001190430368296802, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001190430368296802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14250262081623077, + 0.07720063626766205, + 0.10470626503229141, + 0.24251285195350647, + 0.05305894464254379, + 0.08713197708129883, + 0.108573317527771, + 0.04064463451504707, + 0.05187671259045601, + 0.09179200977087021 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.001190430368296802 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026369765400886536 + ], + "opposite_logprob_tokens": [ + -3.65136981010437 + ], + "logprob_reward": -0.026369765400886536, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026369765400886536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10181576013565063, + 0.060424260795116425, + 0.29309970140457153, + 0.08857651054859161, + 0.0932513102889061, + 0.05468935891985893, + 0.10667267441749573, + 0.029706746339797974, + 0.047601256519556046, + 0.12416236847639084 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.026369765400886536 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface a deep sapphire color with visible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red maple leaf with visible veins and curled edges floating in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does soft golden morning light slant from the side, creating a translucent quality and golden halo on the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf drift with a steady, leisurely motion accompanied by slight rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607106626033783 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.01607106626033783, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607106626033783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1235588937997818, + 0.08418413251638412, + 0.3615391254425049, + 0.12336470931768417, + 0.047025877982378006, + 0.03465873375535011, + 0.10909167677164078, + 0.02955836057662964, + 0.03809569031000137, + 0.0489228293299675 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.01607106626033783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_4/index_tensor([171, 171])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_4/index_tensor([171, 171])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aa5035ef533dc4eac25ed7dbb528eb7f4328a02b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_4/index_tensor([171, 171])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, high-angle macro shot, rendered in breathtakingly realistic detail, begins with sharp focus fixed on a perfectly formed, branching snowflake. This solitary crystal, with six intricate, symmetrical arms branching into delicate, feathery structures, sits precariously on the dark, grainy asphalt surface. The camera then executes a slow, deliberate rack focus, steadily pulling the plane of sharpness away from the delicate snowflake, which melts into a soft blur. The focus propagates downward, penetrating the surface to reveal the perilous crystalline structure of the black ice beneath. This newly focused layer, a thin, glossy flake, captures the dark hues of the road below, punctuated by shard-like cracks and frozen bubbles trapped within their transparent prisons. As this shift occurs, light snowflakes continue to gently move across the frame, appearing as soft, out-of-focus bokeh elements, adding depth and movement. The entire scene is bathed in the cold, unfocused light of an overcast sky, with countless icy surfaces shimmering with subtle light, creating a striking contrast between the rough asphalt texture and the smooth, treacherous ice. The cool, monochromatic palette of white, grey, and deep black creates a powerful atmosphere of both fragile, microscopic beauty and palpable, imminent danger.", + "seed": 8595, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_4/index_171_seed_8595_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1333045986481011, + "vlm_logprob": -0.1333045986481011, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.1333045986481011, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5788699984550476 + ], + "opposite_logprob_tokens": [ + -0.8288699984550476 + ], + "logprob_reward": -0.5788699984550476, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5788699984550476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12734420597553253, + 0.17784877121448517, + 0.05751554295420647, + 0.27853620052337646, + 0.03569936752319336, + 0.033165231347084045, + 0.04852708801627159, + 0.03604666888713837, + 0.02053486742079258, + 0.184782013297081 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.5788699984550476 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900772988796234 + ], + "opposite_logprob_tokens": [ + -2.579007625579834 + ], + "logprob_reward": -0.07900772988796234, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900772988796234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06424864381551743, + 0.15235215425491333, + 0.11889969557523727, + 0.3337324261665344, + 0.035085972398519516, + 0.06788600981235504, + 0.03472179174423218, + 0.07239892333745956, + 0.03509126976132393, + 0.08558313548564911 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.07900772988796234 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003206471214070916 + ], + "opposite_logprob_tokens": [ + -5.753206253051758 + ], + "logprob_reward": -0.003206471214070916, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003206471214070916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1501106172800064, + 0.18268844485282898, + 0.12503808736801147, + 0.12106847763061523, + 0.06317741423845291, + 0.18396145105361938, + 0.05027805641293526, + 0.05209387093782425, + 0.022249288856983185, + 0.049334291368722916 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.003206471214070916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013402060139924288 + ], + "opposite_logprob_tokens": [ + -6.626340389251709 + ], + "logprob_reward": -0.0013402060139924288, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013402060139924288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22520330548286438, + 0.11096636950969696, + 0.051674339920282364, + 0.20122283697128296, + 0.06069901958107948, + 0.1155688464641571, + 0.04277036339044571, + 0.059092503041028976, + 0.021577924489974976, + 0.11122443526983261 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.0013402060139924288 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098587669432163 + ], + "opposite_logprob_tokens": [ + -5.504098415374756 + ], + "logprob_reward": -0.004098587669432163, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098587669432163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19453100860118866, + 0.16894181072711945, + 0.09639553725719452, + 0.08745072036981583, + 0.07397480309009552, + 0.08717040717601776, + 0.08679574728012085, + 0.07257163524627686, + 0.040760334581136703, + 0.09140799939632416 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.004098587669432163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, high-angle macro shot, rendered in breathtakingly realistic detail, begins with sharp focus fixed on a perfectly formed, branching snowflake. This solitary crystal, with six intricate, symmetrical arms branching into delicate, feathery structures, sits precariously on the dark, grainy asphalt surface. The camera then executes a slow, deliberate rack focus, steadily pulling the plane of sharpness away from the delicate snowflake, which melts into a soft blur. The focus propagates downward, penetrating the surface to reveal the perilous crystalline structure of the black ice beneath. This newly focused layer, a thin, glossy flake, captures the dark hues of the road below, punctuated by shard-like cracks and frozen bubbles trapped within their transparent prisons. As this shift occurs, light snowflakes continue to gently move across the frame, appearing as soft, out-of-focus bokeh elements, adding depth and movement. The entire scene is bathed in the cold, unfocused light of an overcast sky, with countless icy surfaces shimmering with subtle light, creating a striking contrast between the rough asphalt texture and the smooth, treacherous ice. The cool, monochromatic palette of white, grey, and deep black creates a powerful atmosphere of both fragile, microscopic beauty and palpable, imminent danger.", + "seed": 8596, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_4/index_171_seed_8596_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03815957298502326, + "vlm_logprob": -0.03815957298502326, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.03815957298502326, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018035465851426125 + ], + "opposite_logprob_tokens": [ + -4.143035411834717 + ], + "logprob_reward": -0.018035465851426125, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018035465851426125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34567129611968994, + 0.11216773837804794, + 0.14339587092399597, + 0.06394824385643005, + 0.032318152487277985, + 0.06875841319561005, + 0.07690589129924774, + 0.06890145689249039, + 0.05901246890425682, + 0.028920413926243782 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.018035465851426125 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037115454673767 + ], + "opposite_logprob_tokens": [ + -1.91037118434906 + ], + "logprob_reward": -0.16037115454673767, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037115454673767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35188886523246765, + 0.06554434448480606, + 0.08273673802614212, + 0.1350543051958084, + 0.047931745648384094, + 0.06377745419740677, + 0.033712051808834076, + 0.12677492201328278, + 0.036175355315208435, + 0.056404199451208115 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.16037115454673767 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644202534109354 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.004644202534109354, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644202534109354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15484718978405, + 0.06470074504613876, + 0.11899251490831375, + 0.049090687185525894, + 0.10795143991708755, + 0.1521097719669342, + 0.10628689080476761, + 0.16761617362499237, + 0.035936497151851654, + 0.042468052357435226 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.004644202534109354 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002491943072527647 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.002491943072527647, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002491943072527647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15039606392383575, + 0.10475699603557587, + 0.061531633138656616, + 0.03726188465952873, + 0.03296090289950371, + 0.08273729681968689, + 0.11320855468511581, + 0.33810365200042725, + 0.04416516795754433, + 0.03487788513302803 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.002491943072527647 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255098920315504 + ], + "opposite_logprob_tokens": [ + -5.255255222320557 + ], + "logprob_reward": -0.005255098920315504, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255098920315504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14427165687084198, + 0.055336471647024155, + 0.18750374019145966, + 0.05081544071435928, + 0.050205107778310776, + 0.06516189128160477, + 0.04769470542669296, + 0.3011295795440674, + 0.03545626252889633, + 0.06242511793971062 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.005255098920315504 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, high-angle macro shot, rendered in breathtakingly realistic detail, begins with sharp focus fixed on a perfectly formed, branching snowflake. This solitary crystal, with six intricate, symmetrical arms branching into delicate, feathery structures, sits precariously on the dark, grainy asphalt surface. The camera then executes a slow, deliberate rack focus, steadily pulling the plane of sharpness away from the delicate snowflake, which melts into a soft blur. The focus propagates downward, penetrating the surface to reveal the perilous crystalline structure of the black ice beneath. This newly focused layer, a thin, glossy flake, captures the dark hues of the road below, punctuated by shard-like cracks and frozen bubbles trapped within their transparent prisons. As this shift occurs, light snowflakes continue to gently move across the frame, appearing as soft, out-of-focus bokeh elements, adding depth and movement. The entire scene is bathed in the cold, unfocused light of an overcast sky, with countless icy surfaces shimmering with subtle light, creating a striking contrast between the rough asphalt texture and the smooth, treacherous ice. The cool, monochromatic palette of white, grey, and deep black creates a powerful atmosphere of both fragile, microscopic beauty and palpable, imminent danger.", + "seed": 8597, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_4/index_171_seed_8597_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05409500515088439, + "vlm_logprob": -0.05409500515088439, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.05409500515088439, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07249712198972702 + ], + "opposite_logprob_tokens": [ + -2.6974971294403076 + ], + "logprob_reward": -0.07249712198972702, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07249712198972702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14600592851638794, + 0.06203707680106163, + 0.036944564431905746, + 0.33592861890792847, + 0.0610554963350296, + 0.2050144523382187, + 0.04033895954489708, + 0.02143104560673237, + 0.031482990831136703, + 0.05976088345050812 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.07249712198972702 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039907932281494 + ], + "opposite_logprob_tokens": [ + -1.910399079322815 + ], + "logprob_reward": -0.16039907932281494, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039907932281494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04414333030581474, + 0.011316253803670406, + 0.0229033175855875, + 0.08191555738449097, + 0.03926244378089905, + 0.38131237030029297, + 0.02339678816497326, + 0.020339351147413254, + 0.06500276923179626, + 0.3104078471660614 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.16039907932281494 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026361636817455292 + ], + "opposite_logprob_tokens": [ + -3.6513617038726807 + ], + "logprob_reward": -0.026361636817455292, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026361636817455292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07272130995988846, + 0.02682182751595974, + 0.05955897644162178, + 0.13588865101337433, + 0.048581063747406006, + 0.17274165153503418, + 0.11053336411714554, + 0.08919832110404968, + 0.09936787188053131, + 0.1845870018005371 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.026361636817455292 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005959954112768173 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.005959954112768173, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005959954112768173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047980569303035736, + 0.037356842309236526, + 0.040578749030828476, + 0.10258420556783676, + 0.046079281717538834, + 0.5003206133842468, + 0.03360593691468239, + 0.03129439800977707, + 0.09261702001094818, + 0.06758231669664383 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.005959954112768173 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257233511656523 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257233511656523, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257233511656523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05151616409420967, + 0.05070174112915993, + 0.058330878615379333, + 0.07314594089984894, + 0.0665334165096283, + 0.3865700662136078, + 0.08537811785936356, + 0.03636457398533821, + 0.05332979932427406, + 0.13812927901744843 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.005257233511656523 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, high-angle macro shot, rendered in breathtakingly realistic detail, begins with sharp focus fixed on a perfectly formed, branching snowflake. This solitary crystal, with six intricate, symmetrical arms branching into delicate, feathery structures, sits precariously on the dark, grainy asphalt surface. The camera then executes a slow, deliberate rack focus, steadily pulling the plane of sharpness away from the delicate snowflake, which melts into a soft blur. The focus propagates downward, penetrating the surface to reveal the perilous crystalline structure of the black ice beneath. This newly focused layer, a thin, glossy flake, captures the dark hues of the road below, punctuated by shard-like cracks and frozen bubbles trapped within their transparent prisons. As this shift occurs, light snowflakes continue to gently move across the frame, appearing as soft, out-of-focus bokeh elements, adding depth and movement. The entire scene is bathed in the cold, unfocused light of an overcast sky, with countless icy surfaces shimmering with subtle light, creating a striking contrast between the rough asphalt texture and the smooth, treacherous ice. The cool, monochromatic palette of white, grey, and deep black creates a powerful atmosphere of both fragile, microscopic beauty and palpable, imminent danger.", + "seed": 8598, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_4/index_171_seed_8598_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1939742714865133, + "vlm_logprob": -0.1939742714865133, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.1939742714865133, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9013073444366455 + ], + "opposite_logprob_tokens": [ + -0.5263073444366455 + ], + "logprob_reward": -0.9013073444366455, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9013073444366455, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.047108475118875504, + 0.16068865358829498, + 0.0546334944665432, + 0.08788900822401047, + 0.1855250746011734, + 0.13484136760234833, + 0.0419849194586277, + 0.1447756588459015, + 0.05484270304441452, + 0.08771070092916489 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.9013073444366455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062081336975097656 + ], + "opposite_logprob_tokens": [ + -2.8120813369750977 + ], + "logprob_reward": -0.062081336975097656, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062081336975097656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027570288628339767, + 0.06392567604780197, + 0.08397772163152695, + 0.03017423488199711, + 0.07488972693681717, + 0.08503416180610657, + 0.10219396650791168, + 0.3714243769645691, + 0.08802345395088196, + 0.0727863684296608 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.062081336975097656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003199935657903552 + ], + "opposite_logprob_tokens": [ + -5.753200054168701 + ], + "logprob_reward": -0.003199935657903552, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003199935657903552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04642093554139137, + 0.057772956788539886, + 0.04799177125096321, + 0.03049413301050663, + 0.30124926567077637, + 0.34680259227752686, + 0.06256293505430222, + 0.04418658837676048, + 0.03839186206459999, + 0.02412697859108448 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.003199935657903552 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013393727131187916 + ], + "opposite_logprob_tokens": [ + -6.626339435577393 + ], + "logprob_reward": -0.0013393727131187916, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013393727131187916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03714146837592125, + 0.11716954410076141, + 0.08737151324748993, + 0.02135593444108963, + 0.1252240091562271, + 0.16790509223937988, + 0.1969861388206482, + 0.06626079976558685, + 0.12321240454912186, + 0.057373084127902985 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.0013393727131187916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a single snowflake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowflake sitting on a dark, grainy asphalt surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow rack focus that pulls sharpness away from the snowflake to reveal black ice beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the revealed black ice layer thin, glossy, and containing shard-like cracks and frozen bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool, monochromatic light (white, grey, deep black) with falling snow appearing as soft bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019433676498010755 + ], + "opposite_logprob_tokens": [ + -6.251943588256836 + ], + "logprob_reward": -0.0019433676498010755, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019433676498010755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027825351804494858, + 0.17699189484119415, + 0.06470853835344315, + 0.03574737533926964, + 0.24874956905841827, + 0.0992690771818161, + 0.10694907605648041, + 0.0665464997291565, + 0.06382037699222565, + 0.1093922108411789 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.0019433676498010755 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_5/index_tensor([2763, 2763])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_5/index_tensor([2763, 2763])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..627b0ca06a5f74bbbb131a21bcb38ee55ef44be9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_5/index_tensor([2763, 2763])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic and powerful low-angle, tilted shot (from a Dutch angle) closely follows, focusing on a matte-black tactical assault rifle. Atop the rifle, a meticulously carved golden dragon coils, its scales reflecting a cool metallic luster against the dim backdrop, while tiny rubies embedded in its eyes gleam fiercely. With the pull of the trigger, a blinding burst of flame erupts from the muzzle. In slow motion, the scorching brass cartridge case is ejected sideways at high speed, and the gun violently vibrates backwards from the immense recoil. With unstoppable force, the rapidly spinning bullet slams into the rough, cracked concrete wall ahead, instantly exploding at the point of impact. Countless concrete fragments of varying sizes and gray dust, briefly illuminated by the muzzle flash, explode in all directions like a torrential rain. The entire scene, amidst the sheer chaos, evokes a violent aesthetic, creating an atmosphere of tension, intensity, and destructive power.", + "seed": 5681, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_5/index_2763_seed_5681_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08243782613426447, + "vlm_logprob": -0.08243782613426447, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.08243782613426447, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2876549959182739 + ], + "opposite_logprob_tokens": [ + -1.412654995918274 + ], + "logprob_reward": -0.2876549959182739, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2876549959182739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23076429963111877, + 0.11520551890134811, + 0.12367493659257889, + 0.08312420547008514, + 0.014152662828564644, + 0.09570237994194031, + 0.1260814070701599, + 0.12182251363992691, + 0.041179124265909195, + 0.04829298332333565 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.2876549959182739 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029815562069416046 + ], + "opposite_logprob_tokens": [ + -3.529815673828125 + ], + "logprob_reward": -0.029815562069416046, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029815562069416046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6408469676971436, + 0.03871471807360649, + 0.05558405816555023, + 0.022802475839853287, + 0.01714940555393696, + 0.037953149527311325, + 0.10432552546262741, + 0.020460382103919983, + 0.03965165093541145, + 0.022511688992381096 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.029815562069416046 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005958531983196735 + ], + "opposite_logprob_tokens": [ + -5.130958557128906 + ], + "logprob_reward": -0.005958531983196735, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005958531983196735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3348498046398163, + 0.09662919491529465, + 0.06562786549329758, + 0.1717206984758377, + 0.03995717316865921, + 0.07788150012493134, + 0.06257306039333344, + 0.043108150362968445, + 0.038588665425777435, + 0.0690639317035675 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.005958531983196735 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898217439651489 + ], + "opposite_logprob_tokens": [ + -2.57898211479187 + ], + "logprob_reward": -0.07898217439651489, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898217439651489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16539114713668823, + 0.044791080057621, + 0.04403889924287796, + 0.13155728578567505, + 0.07019002735614777, + 0.11583230644464493, + 0.1609148234128952, + 0.06277137249708176, + 0.07463491708040237, + 0.12987813353538513 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.07898217439651489 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777866303920746 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.009777866303920746, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777866303920746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0826256200671196, + 0.12026844918727875, + 0.07369870692491531, + 0.05567403882741928, + 0.04125014320015907, + 0.08015071600675583, + 0.1645818054676056, + 0.050892747938632965, + 0.143898144364357, + 0.18695960938930511 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.009777866303920746 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic and powerful low-angle, tilted shot (from a Dutch angle) closely follows, focusing on a matte-black tactical assault rifle. Atop the rifle, a meticulously carved golden dragon coils, its scales reflecting a cool metallic luster against the dim backdrop, while tiny rubies embedded in its eyes gleam fiercely. With the pull of the trigger, a blinding burst of flame erupts from the muzzle. In slow motion, the scorching brass cartridge case is ejected sideways at high speed, and the gun violently vibrates backwards from the immense recoil. With unstoppable force, the rapidly spinning bullet slams into the rough, cracked concrete wall ahead, instantly exploding at the point of impact. Countless concrete fragments of varying sizes and gray dust, briefly illuminated by the muzzle flash, explode in all directions like a torrential rain. The entire scene, amidst the sheer chaos, evokes a violent aesthetic, creating an atmosphere of tension, intensity, and destructive power.", + "seed": 5682, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_5/index_2763_seed_5682_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1500052918680012, + "vlm_logprob": -0.1500052918680012, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.1500052918680012, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6982030272483826 + ], + "opposite_logprob_tokens": [ + -0.6982030272483826 + ], + "logprob_reward": -0.6982030272483826, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6982030272483826, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.45236870646476746, + 0.059209518134593964, + 0.06638992577791214, + 0.07806071639060974, + 0.051350854337215424, + 0.0717410147190094, + 0.034924235194921494, + 0.04509708657860756, + 0.07644563168287277, + 0.06441233307123184 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.6982030272483826 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371492773294449 + ], + "opposite_logprob_tokens": [ + -3.408715009689331 + ], + "logprob_reward": -0.03371492773294449, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371492773294449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13647401332855225, + 0.14652901887893677, + 0.09275621920824051, + 0.05610809847712517, + 0.15206828713417053, + 0.05406341329216957, + 0.14971712231636047, + 0.07070820033550262, + 0.09930366277694702, + 0.04227196052670479 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.03371492773294449 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022017541341483593 + ], + "opposite_logprob_tokens": [ + -6.127201557159424 + ], + "logprob_reward": -0.0022017541341483593, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022017541341483593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21748846769332886, + 0.09847190231084824, + 0.09629379957914352, + 0.14997221529483795, + 0.11428482085466385, + 0.05285624787211418, + 0.07619716972112656, + 0.035479675978422165, + 0.08199837803840637, + 0.07695727795362473 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0022017541341483593 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195535331964493 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195535331964493, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195535331964493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.083627849817276, + 0.04726681113243103, + 0.10634750127792358, + 0.11506244540214539, + 0.11572741717100143, + 0.08502349257469177, + 0.1006980612874031, + 0.07598278671503067, + 0.1749889999628067, + 0.09527457505464554 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.014195535331964493 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001711214892566204 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.001711214892566204, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001711214892566204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052557677030563354, + 0.05946089327335358, + 0.04555916413664818, + 0.13286203145980835, + 0.11167977005243301, + 0.06093859300017357, + 0.05240897834300995, + 0.11110938340425491, + 0.23210635781288147, + 0.14131715893745422 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.001711214892566204 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic and powerful low-angle, tilted shot (from a Dutch angle) closely follows, focusing on a matte-black tactical assault rifle. Atop the rifle, a meticulously carved golden dragon coils, its scales reflecting a cool metallic luster against the dim backdrop, while tiny rubies embedded in its eyes gleam fiercely. With the pull of the trigger, a blinding burst of flame erupts from the muzzle. In slow motion, the scorching brass cartridge case is ejected sideways at high speed, and the gun violently vibrates backwards from the immense recoil. With unstoppable force, the rapidly spinning bullet slams into the rough, cracked concrete wall ahead, instantly exploding at the point of impact. Countless concrete fragments of varying sizes and gray dust, briefly illuminated by the muzzle flash, explode in all directions like a torrential rain. The entire scene, amidst the sheer chaos, evokes a violent aesthetic, creating an atmosphere of tension, intensity, and destructive power.", + "seed": 5683, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_5/index_2763_seed_5683_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.031983607541769744, + "vlm_logprob": -0.031983607541769744, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.031983607541769744, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09249615669250488 + ], + "opposite_logprob_tokens": [ + -2.467496156692505 + ], + "logprob_reward": -0.09249615669250488, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09249615669250488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33991506695747375, + 0.06403220444917679, + 0.12219138443470001, + 0.06211704760789871, + 0.12626244127750397, + 0.062468964606523514, + 0.07057446986436844, + 0.059609804302453995, + 0.0312599241733551, + 0.06156865879893303 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.09249615669250488 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590949803590775 + ], + "opposite_logprob_tokens": [ + -3.8955910205841064 + ], + "logprob_reward": -0.020590949803590775, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590949803590775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09209632873535156, + 0.14261779189109802, + 0.2269245684146881, + 0.035946689546108246, + 0.0957108661532402, + 0.052270855754613876, + 0.1917276531457901, + 0.06620994210243225, + 0.02278183028101921, + 0.07371339946985245 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.020590949803590775 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208580367267132 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208580367267132, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208580367267132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16470420360565186, + 0.10834205150604248, + 0.1303761899471283, + 0.04130592569708824, + 0.2781565189361572, + 0.06851883232593536, + 0.05878268927335739, + 0.07983186095952988, + 0.026592375710606575, + 0.04338936135172844 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.014208580367267132 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980630472302437 + ], + "opposite_logprob_tokens": [ + -3.52980637550354 + ], + "logprob_reward": -0.02980630472302437, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980630472302437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0667918249964714, + 0.06260817497968674, + 0.06562985479831696, + 0.05134238675236702, + 0.26446837186813354, + 0.118142269551754, + 0.0411338172852993, + 0.22132325172424316, + 0.03963306173682213, + 0.06892697513103485 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.02980630472302437 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028160461224615574 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.0028160461224615574, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028160461224615574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061452530324459076, + 0.03995378687977791, + 0.07332996279001236, + 0.048543307930231094, + 0.14503954350948334, + 0.094817154109478, + 0.16164496541023254, + 0.29601186513900757, + 0.05282483249902725, + 0.026382047683000565 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.0028160461224615574 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic and powerful low-angle, tilted shot (from a Dutch angle) closely follows, focusing on a matte-black tactical assault rifle. Atop the rifle, a meticulously carved golden dragon coils, its scales reflecting a cool metallic luster against the dim backdrop, while tiny rubies embedded in its eyes gleam fiercely. With the pull of the trigger, a blinding burst of flame erupts from the muzzle. In slow motion, the scorching brass cartridge case is ejected sideways at high speed, and the gun violently vibrates backwards from the immense recoil. With unstoppable force, the rapidly spinning bullet slams into the rough, cracked concrete wall ahead, instantly exploding at the point of impact. Countless concrete fragments of varying sizes and gray dust, briefly illuminated by the muzzle flash, explode in all directions like a torrential rain. The entire scene, amidst the sheer chaos, evokes a violent aesthetic, creating an atmosphere of tension, intensity, and destructive power.", + "seed": 5684, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_5/index_2763_seed_5684_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17584468582645058, + "vlm_logprob": -0.17584468582645058, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.17584468582645058, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5837330222129822 + ], + "opposite_logprob_tokens": [ + -0.8337330222129822 + ], + "logprob_reward": -0.5837330222129822, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5837330222129822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17866148054599762, + 0.0784258097410202, + 0.08771675080060959, + 0.056419435888528824, + 0.11119642108678818, + 0.25591880083084106, + 0.0304858461022377, + 0.11185761541128159, + 0.056541405618190765, + 0.03277644142508507 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.5837330222129822 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25209805369377136 + ], + "opposite_logprob_tokens": [ + -1.5020980834960938 + ], + "logprob_reward": -0.25209805369377136, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25209805369377136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11922333389520645, + 0.06930594891309738, + 0.19383753836154938, + 0.03914074972271919, + 0.04309016838669777, + 0.4120418429374695, + 0.026763904839754105, + 0.03739570453763008, + 0.03651018813252449, + 0.022690601646900177 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.25209805369377136 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595983536913991 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.00595983536913991, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595983536913991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09594572335481644, + 0.053136490285396576, + 0.13370031118392944, + 0.03318124637007713, + 0.07629522681236267, + 0.4296416938304901, + 0.0244936291128397, + 0.06374503672122955, + 0.06019445136189461, + 0.029666155576705933 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.00595983536913991 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980699948966503 + ], + "opposite_logprob_tokens": [ + -3.5298070907592773 + ], + "logprob_reward": -0.02980699948966503, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980699948966503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08997464179992676, + 0.03795677796006203, + 0.13667847216129303, + 0.06347613036632538, + 0.039049748331308365, + 0.14901912212371826, + 0.0830889418721199, + 0.22142678499221802, + 0.08660215884447098, + 0.09272720664739609 + ], + "top_frames": [ + 7, + 5, + 2 + ], + "selected_reward": -0.02980699948966503 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a tilted (Dutch) perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black tactical assault rifle the central focus of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden dragon carved on top of the rifle with ruby eyes and metallic scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a brass cartridge case ejecting sideways and a bullet hitting a cracked concrete wall in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concrete fragments and gray dust exploding in all directions illuminated by a muzzle flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762551836669445 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.00762551836669445, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762551836669445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08033769577741623, + 0.025606941431760788, + 0.12510719895362854, + 0.02537335641682148, + 0.1583620309829712, + 0.13786499202251434, + 0.07073455303907394, + 0.2697843611240387, + 0.06691348552703857, + 0.03991531953215599 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.00762551836669445 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_6/index_tensor([7743, 7743])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_6/index_tensor([7743, 7743])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1402b83f2202b09c97669ee70a09b26afd414916 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_6/index_tensor([7743, 7743])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, statically shot, slightly tilted from above, captures a scene with the dramatic tension and high-contrast lighting of a classic martial arts film. The frame is almost entirely filled by the sushi master's hands, his weathered yet spotless fingers revealing the focused precision of a seasoned warrior. Both hands hold a clean, hand-rolled roll of crisp, dark green nori, its texture nuanced under the sharp spotlight. Inside the cone, pearly grains of vinegar-flavored rice are perfectly arranged around a core of premium, crimson tuna, its surface gleaming with natural oils. Before making the final, decisive move, the master's other hand remains poised and silent, holding a delicate brush smothered in a drop of thick, iridescent, dark sauce that swirls over the tuna. The sauce, almost black, catches the key light, revealing hues of deep amber and mahogany. In a moment of suspended action, the drop is meticulously applied, landing with controlled slowness on the center of the tuna, where it instantly solidifies, its surface tension forming a perfect, shimmering dome – a solid jewel of flavor that catches the light, creating a powerful visual climax that elevates the act of cooking to a ritual of profound care and artistry.", + "seed": 5835, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_6/index_7743_seed_5835_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11135041005909443, + "vlm_logprob": -0.11135041005909443, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.11135041005909443, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03266080841422081 + ], + "opposite_logprob_tokens": [ + -3.532660722732544 + ], + "logprob_reward": -0.03266080841422081, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03266080841422081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10804855823516846, + 0.029480520635843277, + 0.09490946680307388, + 0.1380206197500229, + 0.16090837121009827, + 0.13511109352111816, + 0.16510765254497528, + 0.1023622378706932, + 0.04584290087223053, + 0.02020855061709881 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.03266080841422081 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294427514076233 + ], + "opposite_logprob_tokens": [ + -2.2379443645477295 + ], + "logprob_reward": -0.11294427514076233, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294427514076233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030083410441875458, + 0.132355734705925, + 0.04560878127813339, + 0.21401624381542206, + 0.11094628274440765, + 0.058885931968688965, + 0.3120746910572052, + 0.04031933844089508, + 0.04955436289310455, + 0.00615520728752017 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.11294427514076233 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009805135428905487 + ], + "opposite_logprob_tokens": [ + -4.634805202484131 + ], + "logprob_reward": -0.009805135428905487, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009805135428905487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07626602053642273, + 0.03859253227710724, + 0.21389158070087433, + 0.08421939611434937, + 0.2785174548625946, + 0.10401444137096405, + 0.08863681554794312, + 0.03374809771776199, + 0.03386900573968887, + 0.048244647681713104 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.009805135428905487 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014222448691725731 + ], + "opposite_logprob_tokens": [ + -4.264222621917725 + ], + "logprob_reward": -0.014222448691725731, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014222448691725731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0684468075633049, + 0.252418577671051, + 0.04372505471110344, + 0.061692975461483, + 0.10683026164770126, + 0.029494160786271095, + 0.37842991948127747, + 0.014279311522841454, + 0.0274434145539999, + 0.017239496111869812 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.014222448691725731 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871193826198578 + ], + "opposite_logprob_tokens": [ + -1.1371194124221802 + ], + "logprob_reward": -0.3871193826198578, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871193826198578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1554323434829712, + 0.05403924360871315, + 0.07643428444862366, + 0.06971970945596695, + 0.05563192814588547, + 0.06947384774684906, + 0.3442653715610504, + 0.04662664607167244, + 0.09245278686285019, + 0.03592383861541748 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.3871193826198578 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, statically shot, slightly tilted from above, captures a scene with the dramatic tension and high-contrast lighting of a classic martial arts film. The frame is almost entirely filled by the sushi master's hands, his weathered yet spotless fingers revealing the focused precision of a seasoned warrior. Both hands hold a clean, hand-rolled roll of crisp, dark green nori, its texture nuanced under the sharp spotlight. Inside the cone, pearly grains of vinegar-flavored rice are perfectly arranged around a core of premium, crimson tuna, its surface gleaming with natural oils. Before making the final, decisive move, the master's other hand remains poised and silent, holding a delicate brush smothered in a drop of thick, iridescent, dark sauce that swirls over the tuna. The sauce, almost black, catches the key light, revealing hues of deep amber and mahogany. In a moment of suspended action, the drop is meticulously applied, landing with controlled slowness on the center of the tuna, where it instantly solidifies, its surface tension forming a perfect, shimmering dome – a solid jewel of flavor that catches the light, creating a powerful visual climax that elevates the act of cooking to a ritual of profound care and artistry.", + "seed": 5836, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_6/index_7743_seed_5836_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07378144692629576, + "vlm_logprob": -0.07378144692629576, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.07378144692629576, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013606540858745575 + ], + "opposite_logprob_tokens": [ + -4.888606548309326 + ], + "logprob_reward": -0.013606540858745575, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.013606540858745575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11598341912031174, + 0.051865510642528534, + 0.09862533211708069, + 0.08002287894487381, + 0.07924304902553558, + 0.07062656432390213, + 0.10481726378202438, + 0.16952870786190033, + 0.13095250725746155, + 0.09833475202322006 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.013606540858745575 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003182172775269 + ], + "opposite_logprob_tokens": [ + -2.6950318813323975 + ], + "logprob_reward": -0.07003182172775269, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003182172775269, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22160595655441284, + 0.18912440538406372, + 0.052079763263463974, + 0.0993342250585556, + 0.02843872830271721, + 0.02119547873735428, + 0.06570400297641754, + 0.1699247509241104, + 0.09658550471067429, + 0.056007154285907745 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.07003182172775269 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023323478177189827 + ], + "opposite_logprob_tokens": [ + -3.7733235359191895 + ], + "logprob_reward": -0.023323478177189827, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023323478177189827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11630485951900482, + 0.05894577503204346, + 0.12872500717639923, + 0.16137124598026276, + 0.05490156635642052, + 0.024144256487488747, + 0.0629701241850853, + 0.18853624165058136, + 0.1585906445980072, + 0.04551025852560997 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.023323478177189827 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009801593609154224 + ], + "opposite_logprob_tokens": [ + -4.634801387786865 + ], + "logprob_reward": -0.009801593609154224, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009801593609154224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1591213345527649, + 0.188960000872612, + 0.09017235785722733, + 0.08413811028003693, + 0.03986494615674019, + 0.02963184379041195, + 0.19337177276611328, + 0.09496237337589264, + 0.05635479837656021, + 0.06342245638370514 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.009801593609154224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521438002586365 + ], + "opposite_logprob_tokens": [ + -1.5021438598632812 + ], + "logprob_reward": -0.2521438002586365, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521438002586365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0969780832529068, + 0.11194635182619095, + 0.10285907983779907, + 0.06968837976455688, + 0.04914657771587372, + 0.019551854580640793, + 0.20460084080696106, + 0.17346522212028503, + 0.06687799096107483, + 0.10488564521074295 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.2521438002586365 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, statically shot, slightly tilted from above, captures a scene with the dramatic tension and high-contrast lighting of a classic martial arts film. The frame is almost entirely filled by the sushi master's hands, his weathered yet spotless fingers revealing the focused precision of a seasoned warrior. Both hands hold a clean, hand-rolled roll of crisp, dark green nori, its texture nuanced under the sharp spotlight. Inside the cone, pearly grains of vinegar-flavored rice are perfectly arranged around a core of premium, crimson tuna, its surface gleaming with natural oils. Before making the final, decisive move, the master's other hand remains poised and silent, holding a delicate brush smothered in a drop of thick, iridescent, dark sauce that swirls over the tuna. The sauce, almost black, catches the key light, revealing hues of deep amber and mahogany. In a moment of suspended action, the drop is meticulously applied, landing with controlled slowness on the center of the tuna, where it instantly solidifies, its surface tension forming a perfect, shimmering dome – a solid jewel of flavor that catches the light, creating a powerful visual climax that elevates the act of cooking to a ritual of profound care and artistry.", + "seed": 5837, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_6/index_7743_seed_5837_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.19581243311986327, + "vlm_logprob": -0.19581243311986327, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.19581243311986327, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1887587010860443 + ], + "opposite_logprob_tokens": [ + -1.8137587308883667 + ], + "logprob_reward": -0.1887587010860443, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1887587010860443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.232004314661026, + 0.07161617279052734, + 0.05532854050397873, + 0.06470950692892075, + 0.06292896717786789, + 0.07711408287286758, + 0.19859732687473297, + 0.08606943488121033, + 0.07659966498613358, + 0.07503202557563782 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.1887587010860443 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903526723384857 + ], + "opposite_logprob_tokens": [ + -2.5790352821350098 + ], + "logprob_reward": -0.07903526723384857, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903526723384857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14466258883476257, + 0.10558802634477615, + 0.07158364355564117, + 0.1478840857744217, + 0.07415524870157242, + 0.11339758336544037, + 0.08056782931089401, + 0.09277261048555374, + 0.12294738739728928, + 0.0464409776031971 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.07903526723384857 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011101856827735901 + ], + "opposite_logprob_tokens": [ + -4.511101722717285 + ], + "logprob_reward": -0.011101856827735901, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011101856827735901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1509598046541214, + 0.25646379590034485, + 0.06407815217971802, + 0.099618099629879, + 0.08094581216573715, + 0.06492510437965393, + 0.15582744777202606, + 0.05104883760213852, + 0.030675526708364487, + 0.045457396656274796 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.011101856827735901 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006750043015927076 + ], + "opposite_logprob_tokens": [ + -5.006750106811523 + ], + "logprob_reward": -0.006750043015927076, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006750043015927076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14651013910770416, + 0.031087905168533325, + 0.036091290414333344, + 0.330091267824173, + 0.046796102076768875, + 0.2680482864379883, + 0.027838224545121193, + 0.04512861743569374, + 0.05298420041799545, + 0.015424014069139957 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.006750043015927076 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934162974357605 + ], + "opposite_logprob_tokens": [ + -0.6934162974357605 + ], + "logprob_reward": -0.6934162974357605, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934162974357605, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19516731798648834, + 0.059421297162771225, + 0.039875954389572144, + 0.23827475309371948, + 0.059803225100040436, + 0.18494926393032074, + 0.03554031252861023, + 0.10316406190395355, + 0.06274790316820145, + 0.02105589769780636 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.6934162974357605 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An extreme close-up, statically shot, slightly tilted from above, captures a scene with the dramatic tension and high-contrast lighting of a classic martial arts film. The frame is almost entirely filled by the sushi master's hands, his weathered yet spotless fingers revealing the focused precision of a seasoned warrior. Both hands hold a clean, hand-rolled roll of crisp, dark green nori, its texture nuanced under the sharp spotlight. Inside the cone, pearly grains of vinegar-flavored rice are perfectly arranged around a core of premium, crimson tuna, its surface gleaming with natural oils. Before making the final, decisive move, the master's other hand remains poised and silent, holding a delicate brush smothered in a drop of thick, iridescent, dark sauce that swirls over the tuna. The sauce, almost black, catches the key light, revealing hues of deep amber and mahogany. In a moment of suspended action, the drop is meticulously applied, landing with controlled slowness on the center of the tuna, where it instantly solidifies, its surface tension forming a perfect, shimmering dome – a solid jewel of flavor that catches the light, creating a powerful visual climax that elevates the act of cooking to a ritual of profound care and artistry.", + "seed": 5838, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_6/index_7743_seed_5838_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.18177901208400726, + "vlm_logprob": -0.18177901208400726, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.18177901208400726, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022313134744763374 + ], + "opposite_logprob_tokens": [ + -4.022313117980957 + ], + "logprob_reward": -0.022313134744763374, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.022313134744763374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10352783650159836, + 0.031835123896598816, + 0.046507712453603745, + 0.03754398599267006, + 0.008926087990403175, + 0.22825422883033752, + 0.19681710004806519, + 0.2737482190132141, + 0.03744557872414589, + 0.03539414331316948 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.022313134744763374 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900893688201904 + ], + "opposite_logprob_tokens": [ + -2.5790090560913086 + ], + "logprob_reward": -0.07900893688201904, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900893688201904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07353551685810089, + 0.30038323998451233, + 0.04775198921561241, + 0.01018871646374464, + 0.018410228192806244, + 0.08129485696554184, + 0.04734950512647629, + 0.3247669041156769, + 0.038434915244579315, + 0.057884179055690765 + ], + "top_frames": [ + 7, + 1, + 5 + ], + "selected_reward": -0.07900893688201904 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026386020705103874 + ], + "opposite_logprob_tokens": [ + -3.651386022567749 + ], + "logprob_reward": -0.026386020705103874, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026386020705103874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1864449679851532, + 0.07697932422161102, + 0.1177826002240181, + 0.024401841685175896, + 0.01440372597426176, + 0.013606165535748005, + 0.021890437230467796, + 0.4719066619873047, + 0.0482126921415329, + 0.024371663108468056 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.026386020705103874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023322314023971558 + ], + "opposite_logprob_tokens": [ + -3.773322343826294 + ], + "logprob_reward": -0.023322314023971558, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023322314023971558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20094864070415497, + 0.047386158257722855, + 0.039623335003852844, + 0.030220333486795425, + 0.018607761710882187, + 0.1283426582813263, + 0.25277066230773926, + 0.15304775536060333, + 0.08050970733165741, + 0.0485430471599102 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.023322314023971558 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up where the frame is almost entirely filled by the sushi master's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands holding a clean, hand-rolled sushi roll with dark green nori, pearly rice, and a core of crimson tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second hand visible holding a delicate brush with a drop of thick, iridescent dark sauce poised over the tuna?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the drop of sauce landing on the tuna and instantly solidifying into a perfect, shimmering dome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578646540641785 + ], + "opposite_logprob_tokens": [ + -0.6328646540641785 + ], + "logprob_reward": -0.7578646540641785, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578646540641785, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2882205843925476, + 0.15913741290569305, + 0.07388138025999069, + 0.02722237817943096, + 0.022572623565793037, + 0.03512381762266159, + 0.048247382044792175, + 0.22121977806091309, + 0.07910314947366714, + 0.045271508395671844 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.7578646540641785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_7/index_tensor([1458, 1458])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_7/index_tensor([1458, 1458])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6d27ee5efcf658927bfb35ab2e3beeb01ab23a28 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_7/index_tensor([1458, 1458])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly low-angle close-up captures a scene of quiet reverence. A slender, pale hand, its movements steady and deliberate, holds a vintage hardcover bound in dark green leather, its surface showing the subtle, yet noble wear of time. Warm, focused light from an unseen source gleams on the ornate, almost illegible gilded lettering and filigree on the book's spine. The hand carefully guides the book toward a narrow opening in a towering, floor-to-ceiling bookshelf crafted from dark polished mahogany. The backdrop is a dense, richly textured mosaic of countless other antique books, their leather-bound spines forming a rich tapestry of crimson, brown, and blue. With meticulous precision, the hand lowers the book into place, the spine sliding smoothly into its neighbor until it lies perfectly flush, adding another volume to the vast, silent collection. The fingers linger for a moment, gently touching the spine, then slowly withdraw, immersing the scene in a soft glow and the subtle scent of old paper, a tranquil, scholarly atmosphere.", + "seed": 1167, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_7/index_1458_seed_1167_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01061787330545485, + "vlm_logprob": -0.01061787330545485, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.01061787330545485, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023905033245682716 + ], + "opposite_logprob_tokens": [ + -4.273904800415039 + ], + "logprob_reward": -0.023905033245682716, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.023905033245682716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1111406683921814, + 0.09884409606456757, + 0.05500490218400955, + 0.06545457243919373, + 0.07994873076677322, + 0.1938553899526596, + 0.06297078728675842, + 0.07404536008834839, + 0.1138359010219574, + 0.1448996663093567 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.023905033245682716 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002848854986950755 + ], + "opposite_logprob_tokens": [ + -5.8778486251831055 + ], + "logprob_reward": -0.002848854986950755, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002848854986950755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15344873070716858, + 0.12641340494155884, + 0.10037380456924438, + 0.06503375619649887, + 0.14693374931812286, + 0.1695297211408615, + 0.04448288679122925, + 0.07004870474338531, + 0.06471862643957138, + 0.05901655554771423 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.002848854986950755 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638650014996529 + ], + "opposite_logprob_tokens": [ + -4.882638454437256 + ], + "logprob_reward": -0.007638650014996529, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638650014996529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09110694378614426, + 0.06536056101322174, + 0.09008289873600006, + 0.0593288317322731, + 0.12866462767124176, + 0.28027603030204773, + 0.022639069706201553, + 0.22453276813030243, + 0.012991044670343399, + 0.02501726523041725 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.007638650014996529 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074976995587349 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011074976995587349, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074976995587349, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12545570731163025, + 0.05386059731245041, + 0.07437245547771454, + 0.1031784862279892, + 0.14249230921268463, + 0.18632130324840546, + 0.033928342163562775, + 0.08697313815355301, + 0.04435151815414429, + 0.1490662395954132 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.011074976995587349 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007621851284056902 + ], + "opposite_logprob_tokens": [ + -4.882621765136719 + ], + "logprob_reward": -0.007621851284056902, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007621851284056902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09445083886384964, + 0.05592910200357437, + 0.030640339478850365, + 0.05217357724905014, + 0.08171706646680832, + 0.27870723605155945, + 0.09154587984085083, + 0.12131797522306442, + 0.04813939332962036, + 0.14537857472896576 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.007621851284056902 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle close-up captures a scene of quiet reverence. A slender, pale hand, its movements steady and deliberate, holds a vintage hardcover bound in dark green leather, its surface showing the subtle, yet noble wear of time. Warm, focused light from an unseen source gleams on the ornate, almost illegible gilded lettering and filigree on the book's spine. The hand carefully guides the book toward a narrow opening in a towering, floor-to-ceiling bookshelf crafted from dark polished mahogany. The backdrop is a dense, richly textured mosaic of countless other antique books, their leather-bound spines forming a rich tapestry of crimson, brown, and blue. With meticulous precision, the hand lowers the book into place, the spine sliding smoothly into its neighbor until it lies perfectly flush, adding another volume to the vast, silent collection. The fingers linger for a moment, gently touching the spine, then slowly withdraw, immersing the scene in a soft glow and the subtle scent of old paper, a tranquil, scholarly atmosphere.", + "seed": 1168, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_7/index_1458_seed_1168_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011363482614979149, + "vlm_logprob": -0.011363482614979149, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.011363482614979149, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03153638541698456 + ], + "opposite_logprob_tokens": [ + -3.906536340713501 + ], + "logprob_reward": -0.03153638541698456, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.03153638541698456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09190892428159714, + 0.11958502233028412, + 0.06718868017196655, + 0.039620134979486465, + 0.19052603840827942, + 0.3039368689060211, + 0.03470902517437935, + 0.07050478458404541, + 0.03218606486916542, + 0.04983449727296829 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.03153638541698456 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0012013844680041075 + ], + "opposite_logprob_tokens": [ + -6.751201152801514 + ], + "logprob_reward": -0.0012013844680041075, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0012013844680041075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22067993879318237, + 0.07715114951133728, + 0.07370621711015701, + 0.031061233952641487, + 0.03590497747063637, + 0.15628507733345032, + 0.010924195870757103, + 0.0396738164126873, + 0.3007812201976776, + 0.053832121193408966 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.0012013844680041075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046434905380010605 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.0046434905380010605, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046434905380010605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11261338740587234, + 0.208364799618721, + 0.07246968150138855, + 0.029184451326727867, + 0.05890413373708725, + 0.18385882675647736, + 0.037551723420619965, + 0.030419090762734413, + 0.246464803814888, + 0.020169157534837723 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.0046434905380010605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052522532641887665 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.0052522532641887665, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052522532641887665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19379755854606628, + 0.13589254021644592, + 0.05950569361448288, + 0.16739794611930847, + 0.028495676815509796, + 0.044469740241765976, + 0.12354490160942078, + 0.028296969830989838, + 0.16008104383945465, + 0.058517977595329285 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.0052522532641887665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014183899387717247 + ], + "opposite_logprob_tokens": [ + -4.26418399810791 + ], + "logprob_reward": -0.014183899387717247, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014183899387717247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.528639554977417, + 0.04560631141066551, + 0.07203064858913422, + 0.028990333899855614, + 0.02390218712389469, + 0.0806504487991333, + 0.04156346246600151, + 0.0912078320980072, + 0.045554012060165405, + 0.041855186223983765 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.014183899387717247 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle close-up captures a scene of quiet reverence. A slender, pale hand, its movements steady and deliberate, holds a vintage hardcover bound in dark green leather, its surface showing the subtle, yet noble wear of time. Warm, focused light from an unseen source gleams on the ornate, almost illegible gilded lettering and filigree on the book's spine. The hand carefully guides the book toward a narrow opening in a towering, floor-to-ceiling bookshelf crafted from dark polished mahogany. The backdrop is a dense, richly textured mosaic of countless other antique books, their leather-bound spines forming a rich tapestry of crimson, brown, and blue. With meticulous precision, the hand lowers the book into place, the spine sliding smoothly into its neighbor until it lies perfectly flush, adding another volume to the vast, silent collection. The fingers linger for a moment, gently touching the spine, then slowly withdraw, immersing the scene in a soft glow and the subtle scent of old paper, a tranquil, scholarly atmosphere.", + "seed": 1169, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_7/index_1458_seed_1169_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010229347087442876, + "vlm_logprob": -0.010229347087442876, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.010229347087442876, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017768491059541702 + ], + "opposite_logprob_tokens": [ + -4.517768383026123 + ], + "logprob_reward": -0.017768491059541702, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.017768491059541702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10291140526533127, + 0.06038457155227661, + 0.062495648860931396, + 0.04136962071061134, + 0.040677085518836975, + 0.052862245589494705, + 0.11086167395114899, + 0.06192461773753166, + 0.40936988592147827, + 0.057143233716487885 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.017768491059541702 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052865236066281796 + ], + "opposite_logprob_tokens": [ + -5.255286693572998 + ], + "logprob_reward": -0.0052865236066281796, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052865236066281796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055353276431560516, + 0.026151983067393303, + 0.04955308884382248, + 0.03107953630387783, + 0.09433750063180923, + 0.027052847668528557, + 0.08822663873434067, + 0.05403553321957588, + 0.543147623538971, + 0.031061947345733643 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.0052865236066281796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595379201695323 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.00595379201695323, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595379201695323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03916206955909729, + 0.018057899549603462, + 0.012543820776045322, + 0.011080401949584484, + 0.038029756397008896, + 0.009136579930782318, + 0.02635130286216736, + 0.07095102965831757, + 0.7617361545562744, + 0.012950979173183441 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.00595379201695323 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071793735027313 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.011071793735027313, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071793735027313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14936041831970215, + 0.08258696645498276, + 0.07168726623058319, + 0.021014878526329994, + 0.06703019142150879, + 0.08151901513338089, + 0.05488291755318642, + 0.08598462492227554, + 0.29613831639289856, + 0.08979540318250656 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.011071793735027313 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01106613501906395 + ], + "opposite_logprob_tokens": [ + -4.51106595993042 + ], + "logprob_reward": -0.01106613501906395, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01106613501906395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15137553215026855, + 0.02838861756026745, + 0.039264652878046036, + 0.014406387694180012, + 0.04614364355802536, + 0.01986088789999485, + 0.022032063454389572, + 0.04858124628663063, + 0.5768019556999207, + 0.05314497649669647 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.01106613501906395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle close-up captures a scene of quiet reverence. A slender, pale hand, its movements steady and deliberate, holds a vintage hardcover bound in dark green leather, its surface showing the subtle, yet noble wear of time. Warm, focused light from an unseen source gleams on the ornate, almost illegible gilded lettering and filigree on the book's spine. The hand carefully guides the book toward a narrow opening in a towering, floor-to-ceiling bookshelf crafted from dark polished mahogany. The backdrop is a dense, richly textured mosaic of countless other antique books, their leather-bound spines forming a rich tapestry of crimson, brown, and blue. With meticulous precision, the hand lowers the book into place, the spine sliding smoothly into its neighbor until it lies perfectly flush, adding another volume to the vast, silent collection. The fingers linger for a moment, gently touching the spine, then slowly withdraw, immersing the scene in a soft glow and the subtle scent of old paper, a tranquil, scholarly atmosphere.", + "seed": 1170, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_7/index_1458_seed_1170_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010979079804383219, + "vlm_logprob": -0.010979079804383219, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.010979079804383219, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02487214282155037 + ], + "opposite_logprob_tokens": [ + -4.024872303009033 + ], + "logprob_reward": -0.02487214282155037, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02487214282155037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21209834516048431, + 0.14942742884159088, + 0.13310563564300537, + 0.10206277668476105, + 0.0875188559293747, + 0.0630263015627861, + 0.036247048527002335, + 0.10814021527767181, + 0.042057234793901443, + 0.06631620228290558 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02487214282155037 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006765080615878105 + ], + "opposite_logprob_tokens": [ + -5.006764888763428 + ], + "logprob_reward": -0.006765080615878105, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006765080615878105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22479447722434998, + 0.1608099341392517, + 0.10027369111776352, + 0.07084102928638458, + 0.03683296591043472, + 0.1059921532869339, + 0.03959116339683533, + 0.09348960220813751, + 0.14388547837734222, + 0.023489532992243767 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.006765080615878105 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019427727675065398 + ], + "opposite_logprob_tokens": [ + -6.2519426345825195 + ], + "logprob_reward": -0.0019427727675065398, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019427727675065398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2124219536781311, + 0.2826235592365265, + 0.12038217484951019, + 0.09251175820827484, + 0.029289836063981056, + 0.09141027927398682, + 0.02497568540275097, + 0.07712466269731522, + 0.03825636953115463, + 0.031003741547465324 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0019427727675065398 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068367287516594 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068367287516594, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068367287516594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2125365138053894, + 0.1814146488904953, + 0.1194767951965332, + 0.15837746858596802, + 0.04770398512482643, + 0.02740343101322651, + 0.04151306301355362, + 0.10743678361177444, + 0.06075352057814598, + 0.04338378459215164 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.016068367287516594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand holding a vintage hardcover book bound in dark green leather visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spine feature ornate, gilded lettering and filigree illuminated by warm, focused light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand guiding the book into a narrow opening in a floor-to-ceiling bookshelf made of dark polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dense mosaic of antique books with spines in crimson, brown, and blue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247035529464483 + ], + "opposite_logprob_tokens": [ + -5.255247116088867 + ], + "logprob_reward": -0.005247035529464483, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247035529464483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3198699355125427, + 0.16036993265151978, + 0.0520491823554039, + 0.07742863893508911, + 0.0827731192111969, + 0.05457940325140953, + 0.04571540653705597, + 0.12266387045383453, + 0.055413298308849335, + 0.02913721278309822 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.005247035529464483 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_8/index_tensor([9253, 9253])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_8/index_tensor([9253, 9253])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1f39e41c1d13a3fabadb758b4683c2293ce874b1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_8/index_tensor([9253, 9253])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, beginning from a slight overhead angle, slowly pans forward, ultimately transforming into an extreme macro, captures the moment a sharp, angular white sugar cube is carefully dropped into a mirror-smooth cup of hot coffee, nestled within a dark ceramic mug. Soft, warm indoor light streams down from above and sideways, creating a bright highlight on the rim of the cup, while the coffee itself, a deep, almost black color, emanates delicate wisps of steam. The sugar cube gently disrupts the calm surface of the liquid, creating a tiny ripple before sinking. As the camera approaches, countless tiny bubbles can be clearly seen surging from the pores of the sugar cube, its hard edges quickly rounding and disintegrating. The dissolved sugar transforms into a milky, viscous, warm current that swirls and diffuses within the dark coffee liquid, forming a dynamic and graceful vortex. The warm tones of the entire scene create an atmosphere of tranquility, healing, and ritualistic concentration.", + "seed": 31785, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_8/index_9253_seed_31785_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07555309347808362, + "vlm_logprob": -0.07555309347808362, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.07555309347808362, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013424364849925041 + ], + "opposite_logprob_tokens": [ + -4.638424396514893 + ], + "logprob_reward": -0.013424364849925041, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.013424364849925041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06148338317871094, + 0.027460837736725807, + 0.04149849712848663, + 0.4276880621910095, + 0.05902969464659691, + 0.0485956072807312, + 0.19196441769599915, + 0.03591274097561836, + 0.024019423872232437, + 0.08234740048646927 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.013424364849925041 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029820770025253296 + ], + "opposite_logprob_tokens": [ + -3.529820680618286 + ], + "logprob_reward": -0.029820770025253296, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029820770025253296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04932030290365219, + 0.01582096517086029, + 0.029947305098176003, + 0.28309521079063416, + 0.0687200278043747, + 0.03715655580163002, + 0.4040031433105469, + 0.054615914821624756, + 0.032988570630550385, + 0.024332040920853615 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.029820770025253296 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25213733315467834 + ], + "opposite_logprob_tokens": [ + -1.502137303352356 + ], + "logprob_reward": -0.25213733315467834, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25213733315467834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07481749355792999, + 0.02284841798245907, + 0.03645283356308937, + 0.3234696686267853, + 0.08854001760482788, + 0.021924858912825584, + 0.3310021460056305, + 0.025470498949289322, + 0.03997308388352394, + 0.03550088405609131 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.25213733315467834 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866760969161987 + ], + "opposite_logprob_tokens": [ + -3.0486676692962646 + ], + "logprob_reward": -0.04866760969161987, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866760969161987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015648405998945236, + 0.01286120805889368, + 0.014100706204771996, + 0.07655403763055801, + 0.027499765157699585, + 0.02688153274357319, + 0.7643539309501648, + 0.022417040541768074, + 0.019140562042593956, + 0.020542848855257034 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.04866760969161987 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337153896689415 + ], + "opposite_logprob_tokens": [ + -3.4087154865264893 + ], + "logprob_reward": -0.0337153896689415, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337153896689415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03672879934310913, + 0.01861562207341194, + 0.03541003540158272, + 0.5471208691596985, + 0.04904988780617714, + 0.04866539686918259, + 0.11467698216438293, + 0.06316804140806198, + 0.04524601250886917, + 0.041318364441394806 + ], + "top_frames": [ + 3, + 6, + 7 + ], + "selected_reward": -0.0337153896689415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, beginning from a slight overhead angle, slowly pans forward, ultimately transforming into an extreme macro, captures the moment a sharp, angular white sugar cube is carefully dropped into a mirror-smooth cup of hot coffee, nestled within a dark ceramic mug. Soft, warm indoor light streams down from above and sideways, creating a bright highlight on the rim of the cup, while the coffee itself, a deep, almost black color, emanates delicate wisps of steam. The sugar cube gently disrupts the calm surface of the liquid, creating a tiny ripple before sinking. As the camera approaches, countless tiny bubbles can be clearly seen surging from the pores of the sugar cube, its hard edges quickly rounding and disintegrating. The dissolved sugar transforms into a milky, viscous, warm current that swirls and diffuses within the dark coffee liquid, forming a dynamic and graceful vortex. The warm tones of the entire scene create an atmosphere of tranquility, healing, and ritualistic concentration.", + "seed": 31786, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_8/index_9253_seed_31786_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06831724867224694, + "vlm_logprob": -0.06831724867224694, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.06831724867224694, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020173024386167526 + ], + "opposite_logprob_tokens": [ + -4.395173072814941 + ], + "logprob_reward": -0.020173024386167526, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.020173024386167526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16695718467235565, + 0.18201003968715668, + 0.08527819812297821, + 0.08779782056808472, + 0.0824522003531456, + 0.0388169102370739, + 0.07747213542461395, + 0.0562903992831707, + 0.11092175543308258, + 0.11200325936079025 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.020173024386167526 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636709436774254 + ], + "opposite_logprob_tokens": [ + -3.6513671875 + ], + "logprob_reward": -0.02636709436774254, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636709436774254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08761126548051834, + 0.08389564603567123, + 0.05031062290072441, + 0.05346253141760826, + 0.08483090251684189, + 0.10000067949295044, + 0.05268637463450432, + 0.09340877830982208, + 0.13052819669246674, + 0.2632650136947632 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.02636709436774254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22561337053775787 + ], + "opposite_logprob_tokens": [ + -1.6006133556365967 + ], + "logprob_reward": -0.22561337053775787, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22561337053775787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13670940697193146, + 0.06800420582294464, + 0.10812310874462128, + 0.2685838043689728, + 0.10181953012943268, + 0.04538499936461449, + 0.026937367394566536, + 0.08491808921098709, + 0.062106937170028687, + 0.09741254150867462 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.22561337053775787 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635188400745392 + ], + "opposite_logprob_tokens": [ + -3.6513519287109375 + ], + "logprob_reward": -0.02635188400745392, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635188400745392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10519638657569885, + 0.09053061157464981, + 0.03499123081564903, + 0.16118372976779938, + 0.039078619331121445, + 0.047463949769735336, + 0.049222417175769806, + 0.09748867154121399, + 0.07563271373510361, + 0.29921168088912964 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.02635188400745392 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308087006211281 + ], + "opposite_logprob_tokens": [ + -3.1680808067321777 + ], + "logprob_reward": -0.04308087006211281, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308087006211281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09759743511676788, + 0.09074878692626953, + 0.08421690762042999, + 0.08199077844619751, + 0.049767062067985535, + 0.0646997019648552, + 0.07636573165655136, + 0.10250856727361679, + 0.10343984514474869, + 0.2486651986837387 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.04308087006211281 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, beginning from a slight overhead angle, slowly pans forward, ultimately transforming into an extreme macro, captures the moment a sharp, angular white sugar cube is carefully dropped into a mirror-smooth cup of hot coffee, nestled within a dark ceramic mug. Soft, warm indoor light streams down from above and sideways, creating a bright highlight on the rim of the cup, while the coffee itself, a deep, almost black color, emanates delicate wisps of steam. The sugar cube gently disrupts the calm surface of the liquid, creating a tiny ripple before sinking. As the camera approaches, countless tiny bubbles can be clearly seen surging from the pores of the sugar cube, its hard edges quickly rounding and disintegrating. The dissolved sugar transforms into a milky, viscous, warm current that swirls and diffuses within the dark coffee liquid, forming a dynamic and graceful vortex. The warm tones of the entire scene create an atmosphere of tranquility, healing, and ritualistic concentration.", + "seed": 31787, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_8/index_9253_seed_31787_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.038117609173059466, + "vlm_logprob": -0.038117609173059466, + "vlm_yes_no_margin": 3.699999952316284, + "vlm_token_credit": -0.038117609173059466, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01228021178394556 + ], + "opposite_logprob_tokens": [ + -4.762279987335205 + ], + "logprob_reward": -0.01228021178394556, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.01228021178394556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11456803232431412, + 0.07378462702035904, + 0.10257186740636826, + 0.0784715861082077, + 0.09973495453596115, + 0.18041503429412842, + 0.1066785380244255, + 0.07966191321611404, + 0.07532193511724472, + 0.08879152685403824 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.01228021178394556 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011096433736383915 + ], + "opposite_logprob_tokens": [ + -4.511096477508545 + ], + "logprob_reward": -0.011096433736383915, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011096433736383915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02207118645310402, + 0.010113388299942017, + 0.009380514733493328, + 0.024775192141532898, + 0.012382326647639275, + 0.027004830539226532, + 0.10885801166296005, + 0.029522711411118507, + 0.6376058459281921, + 0.11828602850437164 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.011096433736383915 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003526970744133 + ], + "opposite_logprob_tokens": [ + -2.3503527641296387 + ], + "logprob_reward": -0.1003526970744133, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003526970744133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.079749695956707, + 0.049533911049366, + 0.1540341079235077, + 0.0786820650100708, + 0.04740332439541817, + 0.09205232560634613, + 0.1940411925315857, + 0.04518316686153412, + 0.2095014601945877, + 0.04981878772377968 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.1003526970744133 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188709393143654 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.018188709393143654, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018188709393143654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029115447774529457, + 0.03837324306368828, + 0.04932624474167824, + 0.030268404632806778, + 0.043646685779094696, + 0.05678393319249153, + 0.1880105584859848, + 0.1162576973438263, + 0.36761343479156494, + 0.08060433715581894 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.018188709393143654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866999387741089 + ], + "opposite_logprob_tokens": [ + -3.0486700534820557 + ], + "logprob_reward": -0.04866999387741089, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866999387741089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04975458234548569, + 0.032412707805633545, + 0.03362349048256874, + 0.03819727525115013, + 0.034369926899671555, + 0.10607060045003891, + 0.07921906560659409, + 0.06694243848323822, + 0.49979570508003235, + 0.05961419641971588 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.04866999387741089 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, beginning from a slight overhead angle, slowly pans forward, ultimately transforming into an extreme macro, captures the moment a sharp, angular white sugar cube is carefully dropped into a mirror-smooth cup of hot coffee, nestled within a dark ceramic mug. Soft, warm indoor light streams down from above and sideways, creating a bright highlight on the rim of the cup, while the coffee itself, a deep, almost black color, emanates delicate wisps of steam. The sugar cube gently disrupts the calm surface of the liquid, creating a tiny ripple before sinking. As the camera approaches, countless tiny bubbles can be clearly seen surging from the pores of the sugar cube, its hard edges quickly rounding and disintegrating. The dissolved sugar transforms into a milky, viscous, warm current that swirls and diffuses within the dark coffee liquid, forming a dynamic and graceful vortex. The warm tones of the entire scene create an atmosphere of tranquility, healing, and ritualistic concentration.", + "seed": 31788, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_8/index_9253_seed_31788_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.037789184227585794, + "vlm_logprob": -0.037789184227585794, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.037789184227585794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016638562083244324 + ], + "opposite_logprob_tokens": [ + -4.39163875579834 + ], + "logprob_reward": -0.016638562083244324, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.016638562083244324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0831964910030365, + 0.07337380945682526, + 0.07046891748905182, + 0.04668575897812843, + 0.2605276107788086, + 0.018919698894023895, + 0.07903662323951721, + 0.27888068556785583, + 0.015375462360680103, + 0.07353489845991135 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.016638562083244324 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018196435645222664 + ], + "opposite_logprob_tokens": [ + -4.0181965827941895 + ], + "logprob_reward": -0.018196435645222664, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018196435645222664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04550601914525032, + 0.03344526141881943, + 0.13210377097129822, + 0.05728472024202347, + 0.23554742336273193, + 0.02886972203850746, + 0.030415108427405357, + 0.2328551560640335, + 0.014420107007026672, + 0.18955275416374207 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.018196435645222664 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294490844011307 + ], + "opposite_logprob_tokens": [ + -2.2379448413848877 + ], + "logprob_reward": -0.11294490844011307, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294490844011307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12304318696260452, + 0.15376487374305725, + 0.1605679839849472, + 0.02856666035950184, + 0.12324799597263336, + 0.052572913467884064, + 0.034920834004879, + 0.23792825639247894, + 0.024044521152973175, + 0.06134277582168579 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.11294490844011307 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020582307130098343 + ], + "opposite_logprob_tokens": [ + -3.8955821990966797 + ], + "logprob_reward": -0.020582307130098343, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020582307130098343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03812376409769058, + 0.07260794192552567, + 0.09941189736127853, + 0.10256650298833847, + 0.040971096605062485, + 0.01305470708757639, + 0.025286206975579262, + 0.48422643542289734, + 0.021788008511066437, + 0.10196342319250107 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.020582307130098343 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up that begins from a slight overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward and transform into an extreme macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp, angular white sugar cube dropped into a mirror-smooth cup of dark coffee inside a dark ceramic mug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles surge from the sugar cube's pores as it disintegrates, creating a milky, viscous current that swirls into a vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, warm indoor light streaming from above and sideways, creating a bright highlight on the cup's rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583707839250565 + ], + "opposite_logprob_tokens": [ + -3.8955836296081543 + ], + "logprob_reward": -0.020583707839250565, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583707839250565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049935001879930496, + 0.06781965494155884, + 0.18173423409461975, + 0.032971251755952835, + 0.08580181747674942, + 0.032556165009737015, + 0.020128721371293068, + 0.47305819392204285, + 0.016981232911348343, + 0.03901372104883194 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.020583707839250565 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_9/index_tensor([9345, 9345])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_9/index_tensor([9345, 9345])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3455d75e16ec01b8a7ce920acf30cc5638170392 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_9/index_tensor([9345, 9345])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium, static shot, shot from a slightly upward angle, focuses on a thin, middle-aged strategist with a neatly trimmed goatee, nestled within a dimly lit military tent. He wears a loose, flowing dark blue silk robe, his long hair held back with a simple wooden hairpin. He reclines leisurely on an antique carved wooden chair. The only illumination comes from a bronze oil lamp on a table beside him. Its flickering, warm yellow light casts deep, undulating shadows on his face, emphasizing his pensive expression and illuminating the folds of his silk robe with a soft sheen. In his right hand, he grasps a feather fan made of pure white crane feathers, gently waving it with a steady, leisurely rhythm, the breeze occasionally causing the lamplight to flicker. In the background, a military map hangs on the thick dark canvas tent wall, and a wooden weapons rack with unfolded bamboo slips and weapons can be vaguely seen next to it. The whole scene has a warm tone, mainly deep dark colors, creating an atmosphere of extreme concentration, tranquility and strategic planning against the backdrop of military tension.", + "seed": 1223, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_9/index_9345_seed_1223_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04541751435026527, + "vlm_logprob": -0.04541751435026527, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.04541751435026527, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02690487541258335 + ], + "opposite_logprob_tokens": [ + -3.651904821395874 + ], + "logprob_reward": -0.02690487541258335, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02690487541258335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17238546907901764, + 0.12719011306762695, + 0.06183146312832832, + 0.19248849153518677, + 0.046270035207271576, + 0.037636518478393555, + 0.03388271853327751, + 0.0835808590054512, + 0.20869944989681244, + 0.036034829914569855 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.02690487541258335 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100012592971325 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.004100012592971325, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100012592971325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2642975449562073, + 0.060654547065496445, + 0.12541361153125763, + 0.07514245808124542, + 0.1773797571659088, + 0.09754770994186401, + 0.03166007250547409, + 0.08160252869129181, + 0.03729068487882614, + 0.04901103675365448 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.004100012592971325 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735833827406168 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735833827406168, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735833827406168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36131805181503296, + 0.10758768767118454, + 0.08007580041885376, + 0.10803446918725967, + 0.041217170655727386, + 0.03811027109622955, + 0.030802050605416298, + 0.16790570318698883, + 0.03031313419342041, + 0.03463561832904816 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.006735833827406168 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904676884412766 + ], + "opposite_logprob_tokens": [ + -2.4640467166900635 + ], + "logprob_reward": -0.08904676884412766, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904676884412766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10070395469665527, + 0.07005200535058975, + 0.025580449029803276, + 0.07447005808353424, + 0.03580576181411743, + 0.17441459000110626, + 0.02750598080456257, + 0.33552315831184387, + 0.11366700381040573, + 0.042277030646800995 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.08904676884412766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030008107423782 + ], + "opposite_logprob_tokens": [ + -2.3503000736236572 + ], + "logprob_reward": -0.10030008107423782, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030008107423782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5186073780059814, + 0.0790807232260704, + 0.07877368479967117, + 0.04955650120973587, + 0.038126248866319656, + 0.03830255940556526, + 0.06018633767962456, + 0.06476255506277084, + 0.04055354744195938, + 0.032050423324108124 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.10030008107423782 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, static shot, shot from a slightly upward angle, focuses on a thin, middle-aged strategist with a neatly trimmed goatee, nestled within a dimly lit military tent. He wears a loose, flowing dark blue silk robe, his long hair held back with a simple wooden hairpin. He reclines leisurely on an antique carved wooden chair. The only illumination comes from a bronze oil lamp on a table beside him. Its flickering, warm yellow light casts deep, undulating shadows on his face, emphasizing his pensive expression and illuminating the folds of his silk robe with a soft sheen. In his right hand, he grasps a feather fan made of pure white crane feathers, gently waving it with a steady, leisurely rhythm, the breeze occasionally causing the lamplight to flicker. In the background, a military map hangs on the thick dark canvas tent wall, and a wooden weapons rack with unfolded bamboo slips and weapons can be vaguely seen next to it. The whole scene has a warm tone, mainly deep dark colors, creating an atmosphere of extreme concentration, tranquility and strategic planning against the backdrop of military tension.", + "seed": 1224, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_9/index_9345_seed_1224_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22013196693733333, + "vlm_logprob": -0.22013196693733333, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.22013196693733333, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04920567572116852 + ], + "opposite_logprob_tokens": [ + -3.049205780029297 + ], + "logprob_reward": -0.04920567572116852, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04920567572116852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21821370720863342, + 0.09769380837678909, + 0.07097048312425613, + 0.18331517279148102, + 0.10211514681577682, + 0.041423819959163666, + 0.04038005694746971, + 0.14828023314476013, + 0.05872703716158867, + 0.03888057917356491 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.04920567572116852 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639833260327578 + ], + "opposite_logprob_tokens": [ + -4.8826398849487305 + ], + "logprob_reward": -0.007639833260327578, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639833260327578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2795586884021759, + 0.18926560878753662, + 0.14476844668388367, + 0.04997875541448593, + 0.20283250510692596, + 0.019342372193932533, + 0.022655857726931572, + 0.03856787085533142, + 0.020769741386175156, + 0.032260164618492126 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.007639833260327578 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075992956757545 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.016075992956757545, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075992956757545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1481175571680069, + 0.21899007260799408, + 0.0703006237745285, + 0.1431775689125061, + 0.23611319065093994, + 0.032236870378255844, + 0.026249347254633904, + 0.02836330607533455, + 0.058918774127960205, + 0.0375327430665493 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.016075992956757545 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016114592552185 + ], + "opposite_logprob_tokens": [ + -1.7016115188598633 + ], + "logprob_reward": -0.2016114592552185, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016114592552185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1114262044429779, + 0.14057400822639465, + 0.20787085592746735, + 0.16034871339797974, + 0.08773375302553177, + 0.03163739666342735, + 0.05823787301778793, + 0.13294053077697754, + 0.016408540308475494, + 0.05282207578420639 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.2016114592552185 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261268734931946 + ], + "opposite_logprob_tokens": [ + -0.5761268734931946 + ], + "logprob_reward": -0.8261268734931946, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261268734931946, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.38588571548461914, + 0.04881660267710686, + 0.05991334095597267, + 0.06915295869112015, + 0.21393409371376038, + 0.01803681254386902, + 0.01943228207528591, + 0.051114220172166824, + 0.11412924528121948, + 0.019584771245718002 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.8261268734931946 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "medium, static shot, shot from a slightly upward angle, focuses on a thin, middle-aged strategist with a neatly trimmed goatee, nestled within a dimly lit military tent. He wears a loose, flowing dark blue silk robe, his long hair held back with a simple wooden hairpin. He reclines leisurely on an antique carved wooden chair. The only illumination comes from a bronze oil lamp on a table beside him. Its flickering, warm yellow light casts deep, undulating shadows on his face, emphasizing his pensive expression and illuminating the folds of his silk robe with a soft sheen. In his right hand, he grasps a feather fan made of pure white crane feathers, gently waving it with a steady, leisurely rhythm, the breeze occasionally causing the lamplight to flicker. In the background, a military map hangs on the thick dark canvas tent wall, and a wooden weapons rack with unfolded bamboo slips and weapons can be vaguely seen next to it. The whole scene has a warm tone, mainly deep dark colors, creating an atmosphere of extreme concentration, tranquility and strategic planning against the backdrop of military tension.", + "seed": 1225, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_9/index_9345_seed_1225_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07274166597053408, + "vlm_logprob": -0.07274166597053408, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.07274166597053408, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04408072307705879 + ], + "opposite_logprob_tokens": [ + -3.1690807342529297 + ], + "logprob_reward": -0.04408072307705879, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04408072307705879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2447294294834137, + 0.1050858423113823, + 0.04361513629555702, + 0.23213112354278564, + 0.044332005083560944, + 0.046081554144620895, + 0.10294950008392334, + 0.04934140294790268, + 0.05415654182434082, + 0.07757742702960968 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.04408072307705879 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956043489277363 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.005956043489277363, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956043489277363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16775506734848022, + 0.23008029162883759, + 0.04941214993596077, + 0.14023442566394806, + 0.06240328028798103, + 0.04199185222387314, + 0.15043841302394867, + 0.04886220023036003, + 0.05118780583143234, + 0.05763457342982292 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.005956043489277363 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735597271472216 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735597271472216, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735597271472216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2743297219276428, + 0.07705163210630417, + 0.09645823389291763, + 0.12928365170955658, + 0.10544118285179138, + 0.07317937165498734, + 0.08153127133846283, + 0.0754675567150116, + 0.04542694613337517, + 0.04183042421936989 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.006735597271472216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799004077911377 + ], + "opposite_logprob_tokens": [ + -1.8049004077911377 + ], + "logprob_reward": -0.1799004077911377, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799004077911377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11453475803136826, + 0.08039917796850204, + 0.06332764774560928, + 0.22371482849121094, + 0.04415909945964813, + 0.07123254984617233, + 0.10242114961147308, + 0.04429193213582039, + 0.13923950493335724, + 0.1166793555021286 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.1799004077911377 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703555822372437 + ], + "opposite_logprob_tokens": [ + -2.127035617828369 + ], + "logprob_reward": -0.12703555822372437, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703555822372437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14624792337417603, + 0.059499047696590424, + 0.032068200409412384, + 0.2437366545200348, + 0.09558533132076263, + 0.07898985594511032, + 0.09951593726873398, + 0.1295899748802185, + 0.07544006407260895, + 0.03932701051235199 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.12703555822372437 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, static shot, shot from a slightly upward angle, focuses on a thin, middle-aged strategist with a neatly trimmed goatee, nestled within a dimly lit military tent. He wears a loose, flowing dark blue silk robe, his long hair held back with a simple wooden hairpin. He reclines leisurely on an antique carved wooden chair. The only illumination comes from a bronze oil lamp on a table beside him. Its flickering, warm yellow light casts deep, undulating shadows on his face, emphasizing his pensive expression and illuminating the folds of his silk robe with a soft sheen. In his right hand, he grasps a feather fan made of pure white crane feathers, gently waving it with a steady, leisurely rhythm, the breeze occasionally causing the lamplight to flicker. In the background, a military map hangs on the thick dark canvas tent wall, and a wooden weapons rack with unfolded bamboo slips and weapons can be vaguely seen next to it. The whole scene has a warm tone, mainly deep dark colors, creating an atmosphere of extreme concentration, tranquility and strategic planning against the backdrop of military tension.", + "seed": 1226, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000117/group_9/index_9345_seed_1226_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07539692474529147, + "vlm_logprob": -0.07539692474529147, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.07539692474529147, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0435463972389698 + ], + "opposite_logprob_tokens": [ + -3.168546438217163 + ], + "logprob_reward": -0.0435463972389698, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0435463972389698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19114573299884796, + 0.0885193943977356, + 0.37728258967399597, + 0.04998091235756874, + 0.090704545378685, + 0.045753657817840576, + 0.02163415402173996, + 0.027122853323817253, + 0.0382939949631691, + 0.06956219673156738 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0435463972389698 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744122598320246 + ], + "opposite_logprob_tokens": [ + -5.006743907928467 + ], + "logprob_reward": -0.006744122598320246, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744122598320246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13698923587799072, + 0.061896294355392456, + 0.16790960729122162, + 0.054536789655685425, + 0.0501956045627594, + 0.05859742686152458, + 0.060189712792634964, + 0.07669229805469513, + 0.04151252284646034, + 0.29148054122924805 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.006744122598320246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537001632153988 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.012537001632153988, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537001632153988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2441699206829071, + 0.2616393566131592, + 0.20134365558624268, + 0.023947225883603096, + 0.056697648018598557, + 0.023365650326013565, + 0.06130092218518257, + 0.03297978267073631, + 0.033396732062101364, + 0.061159104108810425 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012537001632153988 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25211822986602783 + ], + "opposite_logprob_tokens": [ + -1.5021182298660278 + ], + "logprob_reward": -0.25211822986602783, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25211822986602783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25873297452926636, + 0.09097441285848618, + 0.06431026756763458, + 0.23779429495334625, + 0.06574797630310059, + 0.037946175783872604, + 0.04762524738907814, + 0.06912209838628769, + 0.05181192606687546, + 0.07593461871147156 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.25211822986602783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, middle-aged man with a neatly trimmed goatee and long hair held back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, flowing dark blue silk robe and reclining on an antique carved wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated primarily by a bronze oil lamp casting warm yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white crane feather fan in his right hand and waving it with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background set inside a dimly lit military tent with a map on the wall and a weapons rack visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203887239098549 + ], + "opposite_logprob_tokens": [ + -2.8120388984680176 + ], + "logprob_reward": -0.06203887239098549, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203887239098549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2759035527706146, + 0.08199730515480042, + 0.37972933053970337, + 0.035701777786016464, + 0.02760201133787632, + 0.015312662348151207, + 0.03191137686371803, + 0.017634479328989983, + 0.0761585459113121, + 0.05804895982146263 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.06203887239098549 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git 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A pair of vast, pristine white wings unfurl behind them, each feather clearly visible and edged with a soft silver halo. A cascade of silver-white hair gently falls over their shoulders. The angel, clad in a white robe of translucent silk, holds a gaze filled with compassion and warmth. Slowly and firmly, they extend their right hand toward the camera. A warm, luminous golden glow emanates from their palm and fingertips, like a candlelight shrouded in mist. This light gently illuminates the surrounding space and casts dynamic shadows on the divine being's face and robes. The entire frame is in soft focus, with the background blurred, leaving only a faint, abstract bokeh of golden and pale blue specks. This inviting and soothing gesture, combined with the warm tones and tranquil atmosphere, creates a sacred, healing, and otherworldly visual experience.", + "seed": 5349, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_1/index_911_seed_5349_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0328813930042088, + "vlm_logprob": -0.0328813930042088, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.0328813930042088, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07167710363864899 + ], + "opposite_logprob_tokens": [ + -2.6966772079467773 + ], + "logprob_reward": -0.07167710363864899, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07167710363864899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045768145471811295, + 0.30688098073005676, + 0.1801866888999939, + 0.19517892599105835, + 0.07074590027332306, + 0.025218669325113297, + 0.04164297878742218, + 0.026977043598890305, + 0.01865505613386631, + 0.08874568343162537 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.07167710363864899 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330542728304863 + ], + "opposite_logprob_tokens": [ + -3.7733054161071777 + ], + "logprob_reward": -0.02330542728304863, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330542728304863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05194692686200142, + 0.09666725993156433, + 0.052771709859371185, + 0.05941801145672798, + 0.041119981557130814, + 0.03341175988316536, + 0.02135021612048149, + 0.017548851668834686, + 0.050514496862888336, + 0.5752508640289307 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.02330542728304863 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495057255029678 + ], + "opposite_logprob_tokens": [ + -2.929950475692749 + ], + "logprob_reward": -0.05495057255029678, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495057255029678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01488721463829279, + 0.028921255841851234, + 0.1069926768541336, + 0.040597785264253616, + 0.0863424763083458, + 0.0644843652844429, + 0.09276750683784485, + 0.12290031462907791, + 0.02494458667933941, + 0.41716185212135315 + ], + "top_frames": [ + 9, + 7, + 2 + ], + "selected_reward": -0.05495057255029678 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019402741454541683 + ], + "opposite_logprob_tokens": [ + -6.2519402503967285 + ], + "logprob_reward": -0.0019402741454541683, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019402741454541683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.018357405439019203, + 0.08192898333072662, + 0.07928025722503662, + 0.02189056947827339, + 0.11215285211801529, + 0.07310060411691666, + 0.09703020006418228, + 0.21631735563278198, + 0.13334988057613373, + 0.16659191250801086 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.0019402741454541683 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533587403595448 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533587403595448, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533587403595448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052668195217847824, + 0.314179927110672, + 0.03547883778810501, + 0.08812044560909271, + 0.054072774946689606, + 0.017179470509290695, + 0.05522772669792175, + 0.07868712395429611, + 0.060465071350336075, + 0.2439204305410385 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.012533587403595448 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a horizontal angle, depicts a serene, gender-ambiguous angel bathed in dreamy light. A pair of vast, pristine white wings unfurl behind them, each feather clearly visible and edged with a soft silver halo. A cascade of silver-white hair gently falls over their shoulders. The angel, clad in a white robe of translucent silk, holds a gaze filled with compassion and warmth. Slowly and firmly, they extend their right hand toward the camera. A warm, luminous golden glow emanates from their palm and fingertips, like a candlelight shrouded in mist. This light gently illuminates the surrounding space and casts dynamic shadows on the divine being's face and robes. The entire frame is in soft focus, with the background blurred, leaving only a faint, abstract bokeh of golden and pale blue specks. This inviting and soothing gesture, combined with the warm tones and tranquil atmosphere, creates a sacred, healing, and otherworldly visual experience.", + "seed": 5350, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_1/index_911_seed_5350_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029424374178051948, + "vlm_logprob": -0.029424374178051948, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.029424374178051948, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.056440919637680054 + ], + "opposite_logprob_tokens": [ + -2.931440830230713 + ], + "logprob_reward": -0.056440919637680054, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.056440919637680054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11972396820783615, + 0.05730723217129707, + 0.06303135305643082, + 0.05710211768746376, + 0.10370782762765884, + 0.17280039191246033, + 0.0962730422616005, + 0.041222088038921356, + 0.22720204293727875, + 0.06162998080253601 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.056440919637680054 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983037196099758 + ], + "opposite_logprob_tokens": [ + -3.5298304557800293 + ], + "logprob_reward": -0.02983037196099758, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983037196099758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1408517211675644, + 0.03189726173877716, + 0.05727410316467285, + 0.07283215969800949, + 0.07117374241352081, + 0.11017568409442902, + 0.08243392407894135, + 0.12116774916648865, + 0.25876370072364807, + 0.053429972380399704 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.02983037196099758 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306180030107498 + ], + "opposite_logprob_tokens": [ + -3.1680617332458496 + ], + "logprob_reward": -0.04306180030107498, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306180030107498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020987875759601593, + 0.008894695900380611, + 0.013875099830329418, + 0.008084136992692947, + 0.03008917160332203, + 0.025604451075196266, + 0.04842594265937805, + 0.14166346192359924, + 0.603186845779419, + 0.09918830543756485 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.04306180030107498 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251660011708736 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251660011708736, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251660011708736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02961163967847824, + 0.022265415638685226, + 0.021125508472323418, + 0.01445220597088337, + 0.04908640682697296, + 0.01939854398369789, + 0.016872407868504524, + 0.0427662655711174, + 0.7128065824508667, + 0.0716150626540184 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.005251660011708736 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253711897879839 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.01253711897879839, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253711897879839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0676974281668663, + 0.01969018764793873, + 0.10693996399641037, + 0.031767237931489944, + 0.12040303647518158, + 0.03164620324969292, + 0.08970479667186737, + 0.11900786310434341, + 0.3912220299243927, + 0.021921245381236076 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.01253711897879839 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a horizontal angle, depicts a serene, gender-ambiguous angel bathed in dreamy light. A pair of vast, pristine white wings unfurl behind them, each feather clearly visible and edged with a soft silver halo. A cascade of silver-white hair gently falls over their shoulders. The angel, clad in a white robe of translucent silk, holds a gaze filled with compassion and warmth. Slowly and firmly, they extend their right hand toward the camera. A warm, luminous golden glow emanates from their palm and fingertips, like a candlelight shrouded in mist. This light gently illuminates the surrounding space and casts dynamic shadows on the divine being's face and robes. The entire frame is in soft focus, with the background blurred, leaving only a faint, abstract bokeh of golden and pale blue specks. This inviting and soothing gesture, combined with the warm tones and tranquil atmosphere, creates a sacred, healing, and otherworldly visual experience.", + "seed": 5351, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_1/index_911_seed_5351_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.018427692446857692, + "vlm_logprob": -0.018427692446857692, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.018427692446857692, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02446810156106949 + ], + "opposite_logprob_tokens": [ + -3.774468183517456 + ], + "logprob_reward": -0.02446810156106949, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02446810156106949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16159692406654358, + 0.3388218283653259, + 0.03804757073521614, + 0.08698970079421997, + 0.09147772938013077, + 0.05815162509679794, + 0.08075390011072159, + 0.05764429643750191, + 0.05162489041686058, + 0.03489154204726219 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.02446810156106949 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865234062075615 + ], + "opposite_logprob_tokens": [ + -4.758652210235596 + ], + "logprob_reward": -0.00865234062075615, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865234062075615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07938232272863388, + 0.31256672739982605, + 0.07609857618808746, + 0.10123832523822784, + 0.07666283845901489, + 0.06655105948448181, + 0.06183786690235138, + 0.10097935050725937, + 0.05536919832229614, + 0.06931379437446594 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.00865234062075615 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038094662129879 + ], + "opposite_logprob_tokens": [ + -3.2880947589874268 + ], + "logprob_reward": -0.038094662129879, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038094662129879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05267911031842232, + 0.057244837284088135, + 0.039023254066705704, + 0.11618328839540482, + 0.10593517869710922, + 0.07180477678775787, + 0.0775064155459404, + 0.3693236708641052, + 0.05918523296713829, + 0.0511142797768116 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.038094662129879 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067332289181649685 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.0067332289181649685, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067332289181649685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15391358733177185, + 0.1657191962003708, + 0.19976972043514252, + 0.05452699586749077, + 0.1553361713886261, + 0.0451020747423172, + 0.021752046421170235, + 0.09374495595693588, + 0.07662580162286758, + 0.03350948542356491 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.0067332289181649685 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419012900441885 + ], + "opposite_logprob_tokens": [ + -4.264190196990967 + ], + "logprob_reward": -0.01419012900441885, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419012900441885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2377317249774933, + 0.04514780268073082, + 0.04869461432099342, + 0.1275569647550583, + 0.16437968611717224, + 0.04764728620648384, + 0.033618152141571045, + 0.1998968869447708, + 0.043485771864652634, + 0.05184115841984749 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.01419012900441885 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a horizontal angle, depicts a serene, gender-ambiguous angel bathed in dreamy light. A pair of vast, pristine white wings unfurl behind them, each feather clearly visible and edged with a soft silver halo. A cascade of silver-white hair gently falls over their shoulders. The angel, clad in a white robe of translucent silk, holds a gaze filled with compassion and warmth. Slowly and firmly, they extend their right hand toward the camera. A warm, luminous golden glow emanates from their palm and fingertips, like a candlelight shrouded in mist. This light gently illuminates the surrounding space and casts dynamic shadows on the divine being's face and robes. The entire frame is in soft focus, with the background blurred, leaving only a faint, abstract bokeh of golden and pale blue specks. This inviting and soothing gesture, combined with the warm tones and tranquil atmosphere, creates a sacred, healing, and otherworldly visual experience.", + "seed": 5352, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_1/index_911_seed_5352_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.058522553718648854, + "vlm_logprob": -0.058522553718648854, + "vlm_yes_no_margin": 3.924999952316284, + "vlm_token_credit": -0.058522553718648854, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22631853818893433 + ], + "opposite_logprob_tokens": [ + -1.601318597793579 + ], + "logprob_reward": -0.22631853818893433, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22631853818893433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17651088535785675, + 0.05320229381322861, + 0.1129966601729393, + 0.04507145658135414, + 0.07163990288972855, + 0.06345304846763611, + 0.17368736863136292, + 0.05465513467788696, + 0.1924731433391571, + 0.05631013587117195 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.22631853818893433 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026359546929597855 + ], + "opposite_logprob_tokens": [ + -3.6513595581054688 + ], + "logprob_reward": -0.026359546929597855, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026359546929597855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21168425679206848, + 0.07157126069068909, + 0.07406193763017654, + 0.05152927339076996, + 0.06431577354669571, + 0.16083411872386932, + 0.0620594248175621, + 0.06721779704093933, + 0.1590273678302765, + 0.07769879698753357 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.026359546929597855 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057880349457264 + ], + "opposite_logprob_tokens": [ + -3.8955788612365723 + ], + "logprob_reward": -0.02057880349457264, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057880349457264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030586164444684982, + 0.030934803187847137, + 0.01843542791903019, + 0.07038383930921555, + 0.1378113031387329, + 0.07760809361934662, + 0.12843191623687744, + 0.042513903230428696, + 0.33471858501434326, + 0.12857598066329956 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.02057880349457264 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001178642618469894 + ], + "opposite_logprob_tokens": [ + -6.751178741455078 + ], + "logprob_reward": -0.001178642618469894, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001178642618469894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10890064388513565, + 0.029108207672834396, + 0.051571253687143326, + 0.0928015485405922, + 0.12853921949863434, + 0.2501493990421295, + 0.06459174305200577, + 0.08794272691011429, + 0.0920853465795517, + 0.09430983662605286 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.001178642618469894 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gender-ambiguous angel with vast, pristine white wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the angel wearing a white robe of translucent silk with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the angel slowly and firmly extend their right hand toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm, luminous golden glow emanate from the angel's palm and fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot with a soft focus and blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817723736166954 + ], + "opposite_logprob_tokens": [ + -4.018177032470703 + ], + "logprob_reward": -0.01817723736166954, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01817723736166954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06307222694158554, + 0.05923391133546829, + 0.06149734556674957, + 0.10966850817203522, + 0.11561521142721176, + 0.12107729911804199, + 0.05622142553329468, + 0.07882826030254364, + 0.15403291583061218, + 0.18075285851955414 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.01817723736166954 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_10/index_tensor([4264, 4264])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_10/index_tensor([4264, 4264])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..02e366b6edb11870a481d45cf68451a84350d18b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_10/index_tensor([4264, 4264])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme wide-angle lens, looking upward from the ground, tilts the camera upward in a slow, majestic rhythm, gradually revealing a cosmic spectacle. Against the velvety, deep indigo sky, countless fiery meteors intertwine densely, forming a veritable waterfall of light. These meteors do not streak haphazardly, but rather cascade vertically and unstoppably in a grand, unified rhythm. Each meteor trails a long, shimmering trail of blazing white, icy blue, and fleeting gold. These trails briefly illuminate the faint, distant stars and nebulous dust in the background as they fall. This luminous torrent, the sole source of light for the entire scene, casts dynamic, flowing shadows upon the faintly visible, rolling mountain silhouettes at the bottom of the frame, creating a breathtaking, almost sacred atmosphere of grandeur, imbuing the image with a sense of cosmic tranquility and awe.", + "seed": 24788, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_10/index_4264_seed_24788_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07526432699523866, + "vlm_logprob": -0.07526432699523866, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.07526432699523866, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019242050126194954 + ], + "opposite_logprob_tokens": [ + -4.144242286682129 + ], + "logprob_reward": -0.019242050126194954, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.019242050126194954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12993626296520233, + 0.04272019863128662, + 0.07971788197755814, + 0.033238209784030914, + 0.24829703569412231, + 0.26759007573127747, + 0.07979388535022736, + 0.0253299530595541, + 0.04394874721765518, + 0.049427714198827744 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.019242050126194954 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813889980316162 + ], + "opposite_logprob_tokens": [ + -1.4063889980316162 + ], + "logprob_reward": -0.2813889980316162, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813889980316162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06203366816043854, + 0.12518972158432007, + 0.033790647983551025, + 0.03811265900731087, + 0.20364314317703247, + 0.2648184299468994, + 0.03400592505931854, + 0.035327088087797165, + 0.17872239649295807, + 0.024356380105018616 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.2813889980316162 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981533110141754 + ], + "opposite_logprob_tokens": [ + -3.529815435409546 + ], + "logprob_reward": -0.02981533110141754, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981533110141754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12129221111536026, + 0.11645766347646713, + 0.029448309913277626, + 0.03545277565717697, + 0.1712268590927124, + 0.222336545586586, + 0.03397463634610176, + 0.04542996361851692, + 0.19365543127059937, + 0.03072565421462059 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.02981533110141754 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028285279404371977 + ], + "opposite_logprob_tokens": [ + -5.877828598022461 + ], + "logprob_reward": -0.0028285279404371977, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028285279404371977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1914656013250351, + 0.17221632599830627, + 0.06566678732633591, + 0.09128237515687943, + 0.1741255521774292, + 0.0591433048248291, + 0.07995537668466568, + 0.03174194321036339, + 0.10335006564855576, + 0.03105265460908413 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0028285279404371977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043046727776527405 + ], + "opposite_logprob_tokens": [ + -3.168046712875366 + ], + "logprob_reward": -0.043046727776527405, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043046727776527405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4119458794593811, + 0.05717745050787926, + 0.03341425210237503, + 0.030413860455155373, + 0.10392941534519196, + 0.04983404651284218, + 0.1751478612422943, + 0.04065869003534317, + 0.06245192140340805, + 0.03502662107348442 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.043046727776527405 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme wide-angle lens, looking upward from the ground, tilts the camera upward in a slow, majestic rhythm, gradually revealing a cosmic spectacle. Against the velvety, deep indigo sky, countless fiery meteors intertwine densely, forming a veritable waterfall of light. These meteors do not streak haphazardly, but rather cascade vertically and unstoppably in a grand, unified rhythm. Each meteor trails a long, shimmering trail of blazing white, icy blue, and fleeting gold. These trails briefly illuminate the faint, distant stars and nebulous dust in the background as they fall. This luminous torrent, the sole source of light for the entire scene, casts dynamic, flowing shadows upon the faintly visible, rolling mountain silhouettes at the bottom of the frame, creating a breathtaking, almost sacred atmosphere of grandeur, imbuing the image with a sense of cosmic tranquility and awe.", + "seed": 24789, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_10/index_4264_seed_24789_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07672716397792101, + "vlm_logprob": -0.07672716397792101, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.07672716397792101, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014040501788258553 + ], + "opposite_logprob_tokens": [ + -4.389040470123291 + ], + "logprob_reward": -0.014040501788258553, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014040501788258553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18514299392700195, + 0.10715240240097046, + 0.07310093194246292, + 0.04079492762684822, + 0.08222009241580963, + 0.12574775516986847, + 0.23033200204372406, + 0.08403997123241425, + 0.0503302626311779, + 0.021138658747076988 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.014040501788258553 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521405518054962 + ], + "opposite_logprob_tokens": [ + -1.5021405220031738 + ], + "logprob_reward": -0.2521405518054962, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521405518054962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12406956404447556, + 0.19883590936660767, + 0.09879490733146667, + 0.060493264347314835, + 0.03723596781492233, + 0.059457115828990936, + 0.13974913954734802, + 0.10105562955141068, + 0.11868099123239517, + 0.06162744760513306 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.2521405518054962 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206195428967476 + ], + "opposite_logprob_tokens": [ + -2.8120620250701904 + ], + "logprob_reward": -0.06206195428967476, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206195428967476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06756363064050674, + 0.05647248402237892, + 0.0784517377614975, + 0.08592429012060165, + 0.24214395880699158, + 0.03391505405306816, + 0.21237918734550476, + 0.026609499007463455, + 0.11962681263685226, + 0.07691334187984467 + ], + "top_frames": [ + 4, + 6, + 8 + ], + "selected_reward": -0.06206195428967476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747911684215069 + ], + "opposite_logprob_tokens": [ + -5.006747722625732 + ], + "logprob_reward": -0.006747911684215069, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747911684215069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0911208838224411, + 0.0644461065530777, + 0.12797178328037262, + 0.22256195545196533, + 0.09438316524028778, + 0.04552139714360237, + 0.17319457232952118, + 0.034363292157649994, + 0.032415010035037994, + 0.11402188241481781 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.006747911684215069 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864490032196045 + ], + "opposite_logprob_tokens": [ + -3.04864501953125 + ], + "logprob_reward": -0.04864490032196045, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864490032196045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3890402913093567, + 0.06179283559322357, + 0.0250506941229105, + 0.026609297841787338, + 0.06081436946988106, + 0.09336294233798981, + 0.17350797355175018, + 0.06329367309808731, + 0.04057009890675545, + 0.06595788896083832 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.04864490032196045 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme wide-angle lens, looking upward from the ground, tilts the camera upward in a slow, majestic rhythm, gradually revealing a cosmic spectacle. Against the velvety, deep indigo sky, countless fiery meteors intertwine densely, forming a veritable waterfall of light. These meteors do not streak haphazardly, but rather cascade vertically and unstoppably in a grand, unified rhythm. Each meteor trails a long, shimmering trail of blazing white, icy blue, and fleeting gold. These trails briefly illuminate the faint, distant stars and nebulous dust in the background as they fall. This luminous torrent, the sole source of light for the entire scene, casts dynamic, flowing shadows upon the faintly visible, rolling mountain silhouettes at the bottom of the frame, creating a breathtaking, almost sacred atmosphere of grandeur, imbuing the image with a sense of cosmic tranquility and awe.", + "seed": 24790, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_10/index_4264_seed_24790_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09132719179615378, + "vlm_logprob": -0.09132719179615378, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.09132719179615378, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011116121895611286 + ], + "opposite_logprob_tokens": [ + -4.761116027832031 + ], + "logprob_reward": -0.011116121895611286, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.011116121895611286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07444120198488235, + 0.0617489293217659, + 0.0577424094080925, + 0.1027834489941597, + 0.11135907471179962, + 0.23557962477207184, + 0.0723135769367218, + 0.18799152970314026, + 0.024856558069586754, + 0.07118368148803711 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.011116121895611286 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991982400417328 + ], + "opposite_logprob_tokens": [ + -1.8049198389053345 + ], + "logprob_reward": -0.17991982400417328, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991982400417328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07671692222356796, + 0.07576604932546616, + 0.22172044217586517, + 0.11139244586229324, + 0.1621391773223877, + 0.11292459070682526, + 0.06043536588549614, + 0.08416438102722168, + 0.030387720093131065, + 0.06435291469097137 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.17991982400417328 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798860728740692 + ], + "opposite_logprob_tokens": [ + -1.8048861026763916 + ], + "logprob_reward": -0.1798860728740692, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798860728740692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0521184466779232, + 0.03992515057325363, + 0.14686685800552368, + 0.18144884705543518, + 0.15620695054531097, + 0.07541459798812866, + 0.14519892632961273, + 0.09823732078075409, + 0.03774484992027283, + 0.06683807820081711 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.1798860728740692 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067501612938940525 + ], + "opposite_logprob_tokens": [ + -5.006750106811523 + ], + "logprob_reward": -0.0067501612938940525, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067501612938940525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0834793895483017, + 0.05535832419991493, + 0.12936946749687195, + 0.1565341055393219, + 0.11403138935565948, + 0.07573050260543823, + 0.10875284671783447, + 0.1071864515542984, + 0.05540591478347778, + 0.11415166407823563 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.0067501612938940525 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896377891302109 + ], + "opposite_logprob_tokens": [ + -2.5789637565612793 + ], + "logprob_reward": -0.07896377891302109, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896377891302109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2439441680908203, + 0.15157905220985413, + 0.09404546022415161, + 0.1292549967765808, + 0.056134648621082306, + 0.10050616413354874, + 0.049744863063097, + 0.072503000497818, + 0.06325045228004456, + 0.03903723880648613 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.07896377891302109 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme wide-angle lens, looking upward from the ground, tilts the camera upward in a slow, majestic rhythm, gradually revealing a cosmic spectacle. Against the velvety, deep indigo sky, countless fiery meteors intertwine densely, forming a veritable waterfall of light. These meteors do not streak haphazardly, but rather cascade vertically and unstoppably in a grand, unified rhythm. Each meteor trails a long, shimmering trail of blazing white, icy blue, and fleeting gold. These trails briefly illuminate the faint, distant stars and nebulous dust in the background as they fall. This luminous torrent, the sole source of light for the entire scene, casts dynamic, flowing shadows upon the faintly visible, rolling mountain silhouettes at the bottom of the frame, creating a breathtaking, almost sacred atmosphere of grandeur, imbuing the image with a sense of cosmic tranquility and awe.", + "seed": 24791, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_10/index_4264_seed_24791_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.054605753347277644, + "vlm_logprob": -0.054605753347277644, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.054605753347277644, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007653083186596632 + ], + "opposite_logprob_tokens": [ + -5.13265323638916 + ], + "logprob_reward": -0.007653083186596632, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.007653083186596632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05278214439749718, + 0.07568663358688354, + 0.505916178226471, + 0.029878495261073112, + 0.11475470662117004, + 0.03788906708359718, + 0.03231794387102127, + 0.09378989785909653, + 0.029456406831741333, + 0.027528541162610054 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.007653083186596632 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22560349106788635 + ], + "opposite_logprob_tokens": [ + -1.600603461265564 + ], + "logprob_reward": -0.22560349106788635, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22560349106788635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05247310549020767, + 0.20748965442180634, + 0.1020045354962349, + 0.04295647516846657, + 0.317751944065094, + 0.04264470562338829, + 0.07430563867092133, + 0.11095722764730453, + 0.02721008099615574, + 0.02220664732158184 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.22560349106788635 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607716642320156 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.01607716642320156, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607716642320156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01953401416540146, + 0.0812876969575882, + 0.6784215569496155, + 0.03105183318257332, + 0.029199127107858658, + 0.024184362962841988, + 0.03150898218154907, + 0.04318417236208916, + 0.014917230233550072, + 0.04671109840273857 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.01607716642320156 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635456044226885 + ], + "opposite_logprob_tokens": [ + -4.882635593414307 + ], + "logprob_reward": -0.007635456044226885, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635456044226885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048595961183309555, + 0.07431197911500931, + 0.3673860728740692, + 0.02053390070796013, + 0.18343029916286469, + 0.09220410883426666, + 0.056200943887233734, + 0.06430007517337799, + 0.034351594746112823, + 0.058685049414634705 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.007635456044226885 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle looking upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward in a slow, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteors cascading vertically in a dense, unified flow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the meteor trails display colors of blazing white, icy blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are faint, rolling mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016059570014476776 + ], + "opposite_logprob_tokens": [ + -4.141059398651123 + ], + "logprob_reward": -0.016059570014476776, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016059570014476776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17572592198848724, + 0.15312062203884125, + 0.29592955112457275, + 0.0354897677898407, + 0.09884031862020493, + 0.047395654022693634, + 0.03809249401092529, + 0.07385165244340897, + 0.018730033189058304, + 0.06282395124435425 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.016059570014476776 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_11/index_tensor([4246, 4246])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_11/index_tensor([4246, 4246])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d896ec926167a8ea31c4e2aab6ef5de0d4423076 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_11/index_tensor([4246, 4246])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a dynamic first-person perspective, the shot opens with a close-up of hands gripping the worn brown rubber grips of the polished chrome handlebars of a charming ice cream tricycle. The tricycle itself is painted a whimsical soft mint green and features a small brass bell. Suddenly, as the tricycle spins and lifts off the ground, the camera, acting as the rider's eye, experiences a rapid and exhilarating upward swing. In a single, fluid movement, the camera tilts sharply upward, revealing the cobblestone street below as it quickly fades into a richly textured gray-brown pattern. As the tricycle rises into a bright azure sky, its frame fills with fluffy, Ghibli-esque clouds, their edges gleaming with warm golden sunlight. Below, a vast, sun-drenched pastoral landscape stretches to the horizon, a breathtaking display of rolling emerald hills, a field of vibrant wildflowers, and a distant, winding river shimmering in the sunlight. The entire scene is animated in Miyazaki's gentle painterly style, defined by soft-focus details, a rich, warm color palette, and a play of bright light, evoking a profound atmosphere of dreamlike wonder and liberating adventure.", + "seed": 24471, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_11/index_4246_seed_24471_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17153669213876127, + "vlm_logprob": -0.17153669213876127, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.17153669213876127, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04376356303691864 + ], + "opposite_logprob_tokens": [ + -3.1687636375427246 + ], + "logprob_reward": -0.04376356303691864, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04376356303691864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28095853328704834, + 0.0532914400100708, + 0.06704462319612503, + 0.06590534746646881, + 0.07522507011890411, + 0.032997120171785355, + 0.15701924264431, + 0.04055706784129143, + 0.07255546003580093, + 0.154446080327034 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.04376356303691864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486886166036129 + ], + "opposite_logprob_tokens": [ + -3.0486886501312256 + ], + "logprob_reward": -0.0486886166036129, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486886166036129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14438846707344055, + 0.05301764979958534, + 0.06599395722150803, + 0.040536392480134964, + 0.0746096670627594, + 0.08954273909330368, + 0.2395774871110916, + 0.05057915672659874, + 0.06169506162405014, + 0.18005947768688202 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.0486886166036129 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577605843544006 + ], + "opposite_logprob_tokens": [ + -0.6327605843544006 + ], + "logprob_reward": -0.7577605843544006, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577605843544006, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0699068233370781, + 0.043005168437957764, + 0.12994776666164398, + 0.07387630641460419, + 0.0153510682284832, + 0.025635071098804474, + 0.2557801902294159, + 0.07308930158615112, + 0.06776021420955658, + 0.2456481158733368 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.7577605843544006 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651203285902739 + ], + "opposite_logprob_tokens": [ + -5.379651069641113 + ], + "logprob_reward": -0.004651203285902739, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651203285902739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05738592892885208, + 0.019667677581310272, + 0.10376416891813278, + 0.03556952625513077, + 0.01883188635110855, + 0.01766757294535637, + 0.0902814194560051, + 0.07617667317390442, + 0.10106386989355087, + 0.4795912802219391 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.004651203285902739 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028194934129714966 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.0028194934129714966, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028194934129714966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14864152669906616, + 0.0518534816801548, + 0.0924619659781456, + 0.04623832553625107, + 0.022298770025372505, + 0.020141223445534706, + 0.15061481297016144, + 0.05855235457420349, + 0.09159544855356216, + 0.31760215759277344 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.0028194934129714966 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a dynamic first-person perspective, the shot opens with a close-up of hands gripping the worn brown rubber grips of the polished chrome handlebars of a charming ice cream tricycle. The tricycle itself is painted a whimsical soft mint green and features a small brass bell. Suddenly, as the tricycle spins and lifts off the ground, the camera, acting as the rider's eye, experiences a rapid and exhilarating upward swing. In a single, fluid movement, the camera tilts sharply upward, revealing the cobblestone street below as it quickly fades into a richly textured gray-brown pattern. As the tricycle rises into a bright azure sky, its frame fills with fluffy, Ghibli-esque clouds, their edges gleaming with warm golden sunlight. Below, a vast, sun-drenched pastoral landscape stretches to the horizon, a breathtaking display of rolling emerald hills, a field of vibrant wildflowers, and a distant, winding river shimmering in the sunlight. The entire scene is animated in Miyazaki's gentle painterly style, defined by soft-focus details, a rich, warm color palette, and a play of bright light, evoking a profound atmosphere of dreamlike wonder and liberating adventure.", + "seed": 24472, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_11/index_4246_seed_24472_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024063483974896372, + "vlm_logprob": -0.024063483974896372, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.024063483974896372, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01468292623758316 + ], + "opposite_logprob_tokens": [ + -4.264682769775391 + ], + "logprob_reward": -0.01468292623758316, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01468292623758316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09893963485956192, + 0.22806569933891296, + 0.038118716329336166, + 0.04366971552371979, + 0.04140881448984146, + 0.12698258459568024, + 0.01998600736260414, + 0.14258719980716705, + 0.07913313806056976, + 0.1811085194349289 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.01468292623758316 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299138993024826 + ], + "opposite_logprob_tokens": [ + -3.773299217224121 + ], + "logprob_reward": -0.023299138993024826, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299138993024826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04797808453440666, + 0.05514303967356682, + 0.036459699273109436, + 0.11727900058031082, + 0.18770113587379456, + 0.08613106608390808, + 0.07787026464939117, + 0.07538549602031708, + 0.2565246522426605, + 0.05952763557434082 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.023299138993024826 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896245270967484 + ], + "opposite_logprob_tokens": [ + -2.578962564468384 + ], + "logprob_reward": -0.07896245270967484, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896245270967484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047086745500564575, + 0.050784286111593246, + 0.0172890517860651, + 0.016092626377940178, + 0.03565824776887894, + 0.08324563503265381, + 0.04122846573591232, + 0.42395269870758057, + 0.1450352817773819, + 0.13962693512439728 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.07896245270967484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002195450011640787 + ], + "opposite_logprob_tokens": [ + -6.127195358276367 + ], + "logprob_reward": -0.002195450011640787, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002195450011640787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1201615184545517, + 0.10688097029924393, + 0.06836164742708206, + 0.048591248691082, + 0.08314675837755203, + 0.10307228565216064, + 0.04612815007567406, + 0.09749811887741089, + 0.22869621217250824, + 0.09746310114860535 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.002195450011640787 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001177451922558248 + ], + "opposite_logprob_tokens": [ + -6.7511773109436035 + ], + "logprob_reward": -0.001177451922558248, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001177451922558248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07260093837976456, + 0.04364239051938057, + 0.019967883825302124, + 0.04775657504796982, + 0.13013413548469543, + 0.13031095266342163, + 0.03569977357983589, + 0.26618605852127075, + 0.12162384390830994, + 0.13207745552062988 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.001177451922558248 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a dynamic first-person perspective, the shot opens with a close-up of hands gripping the worn brown rubber grips of the polished chrome handlebars of a charming ice cream tricycle. The tricycle itself is painted a whimsical soft mint green and features a small brass bell. Suddenly, as the tricycle spins and lifts off the ground, the camera, acting as the rider's eye, experiences a rapid and exhilarating upward swing. In a single, fluid movement, the camera tilts sharply upward, revealing the cobblestone street below as it quickly fades into a richly textured gray-brown pattern. As the tricycle rises into a bright azure sky, its frame fills with fluffy, Ghibli-esque clouds, their edges gleaming with warm golden sunlight. Below, a vast, sun-drenched pastoral landscape stretches to the horizon, a breathtaking display of rolling emerald hills, a field of vibrant wildflowers, and a distant, winding river shimmering in the sunlight. The entire scene is animated in Miyazaki's gentle painterly style, defined by soft-focus details, a rich, warm color palette, and a play of bright light, evoking a profound atmosphere of dreamlike wonder and liberating adventure.", + "seed": 24473, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_11/index_4246_seed_24473_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0744176451349631, + "vlm_logprob": -0.0744176451349631, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.0744176451349631, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030087091028690338 + ], + "opposite_logprob_tokens": [ + -3.5300869941711426 + ], + "logprob_reward": -0.030087091028690338, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030087091028690338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13517549633979797, + 0.3392966091632843, + 0.03746615722775459, + 0.07712023705244064, + 0.054403483867645264, + 0.028306417167186737, + 0.09072287380695343, + 0.2016427367925644, + 0.011692098341882229, + 0.02417396381497383 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.030087091028690338 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636709436774254 + ], + "opposite_logprob_tokens": [ + -3.6513671875 + ], + "logprob_reward": -0.02636709436774254, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636709436774254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08035583049058914, + 0.13791505992412567, + 0.031094595789909363, + 0.03451757878065109, + 0.10326631367206573, + 0.050892703235149384, + 0.12900441884994507, + 0.3951732814311981, + 0.015789592638611794, + 0.02199062518775463 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.02636709436774254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134042024612427 + ], + "opposite_logprob_tokens": [ + -1.3134042024612427 + ], + "logprob_reward": -0.3134042024612427, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134042024612427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2097352147102356, + 0.16178204119205475, + 0.03798302635550499, + 0.04482628405094147, + 0.11563762277364731, + 0.035554222762584686, + 0.23679569363594055, + 0.10363706201314926, + 0.028216775506734848, + 0.025832023471593857 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.3134042024612427 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001513408264145255 + ], + "opposite_logprob_tokens": [ + -6.501513481140137 + ], + "logprob_reward": -0.001513408264145255, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001513408264145255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06595901399850845, + 0.45393994450569153, + 0.026506882160902023, + 0.042717382311820984, + 0.10606630146503448, + 0.017855310812592506, + 0.04233088716864586, + 0.13732153177261353, + 0.05517679080367088, + 0.05212599039077759 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.001513408264145255 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007164295529946685 + ], + "opposite_logprob_tokens": [ + -7.250716209411621 + ], + "logprob_reward": -0.0007164295529946685, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007164295529946685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09916123747825623, + 0.21547822654247284, + 0.03820011019706726, + 0.051193904131650925, + 0.052945204079151154, + 0.015426212921738625, + 0.08501485735177994, + 0.3224765658378601, + 0.07941913604736328, + 0.04068458080291748 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.0007164295529946685 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a dynamic first-person perspective, the shot opens with a close-up of hands gripping the worn brown rubber grips of the polished chrome handlebars of a charming ice cream tricycle. The tricycle itself is painted a whimsical soft mint green and features a small brass bell. Suddenly, as the tricycle spins and lifts off the ground, the camera, acting as the rider's eye, experiences a rapid and exhilarating upward swing. In a single, fluid movement, the camera tilts sharply upward, revealing the cobblestone street below as it quickly fades into a richly textured gray-brown pattern. As the tricycle rises into a bright azure sky, its frame fills with fluffy, Ghibli-esque clouds, their edges gleaming with warm golden sunlight. Below, a vast, sun-drenched pastoral landscape stretches to the horizon, a breathtaking display of rolling emerald hills, a field of vibrant wildflowers, and a distant, winding river shimmering in the sunlight. The entire scene is animated in Miyazaki's gentle painterly style, defined by soft-focus details, a rich, warm color palette, and a play of bright light, evoking a profound atmosphere of dreamlike wonder and liberating adventure.", + "seed": 24474, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_11/index_4246_seed_24474_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3324507165234536, + "vlm_logprob": -0.3324507165234536, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.3324507165234536, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023837871849536896 + ], + "opposite_logprob_tokens": [ + -3.7738378047943115 + ], + "logprob_reward": -0.023837871849536896, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023837871849536896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23705828189849854, + 0.19275982677936554, + 0.07298778742551804, + 0.054604656994342804, + 0.10669318586587906, + 0.1634262055158615, + 0.042075686156749725, + 0.032115332782268524, + 0.06774480640888214, + 0.03053421899676323 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.023837871849536896 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371400758624077 + ], + "opposite_logprob_tokens": [ + -3.4087140560150146 + ], + "logprob_reward": -0.03371400758624077, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371400758624077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1555643230676651, + 0.3401440680027008, + 0.11707253754138947, + 0.035228073596954346, + 0.047640468925237656, + 0.06745727360248566, + 0.05876791477203369, + 0.0515332855284214, + 0.09817177802324295, + 0.0284202191978693 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.03371400758624077 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6004935503005981 + ], + "opposite_logprob_tokens": [ + -0.22549359500408173 + ], + "logprob_reward": -1.6004935503005981, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6004935503005981, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0964324101805687, + 0.3015035390853882, + 0.09639010578393936, + 0.14703696966171265, + 0.05758647993206978, + 0.09219658374786377, + 0.05345425754785538, + 0.06495747715234756, + 0.06355466693639755, + 0.026887567713856697 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -1.6004935503005981 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002495985943824053 + ], + "opposite_logprob_tokens": [ + -6.002495765686035 + ], + "logprob_reward": -0.002495985943824053, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002495985943824053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07348617166280746, + 0.4813794195652008, + 0.06214417889714241, + 0.10320349037647247, + 0.042044512927532196, + 0.0604742206633091, + 0.056598592549562454, + 0.04149569571018219, + 0.05435505881905556, + 0.024818673729896545 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.002495985943824053 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tricycle painted soft mint green with a small brass bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the tricycle spinning and lifting off the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt sharply upward to reveal a cobblestone street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright azure sky with fluffy clouds and a sun-drenched pastoral landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with a soft-focus, painterly animation featuring warm lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017121669370681047 + ], + "opposite_logprob_tokens": [ + -6.376712322235107 + ], + "logprob_reward": -0.0017121669370681047, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017121669370681047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10438891500234604, + 0.3832111358642578, + 0.05349421501159668, + 0.11557575315237045, + 0.03631133586168289, + 0.05580002814531326, + 0.11024494469165802, + 0.04008965194225311, + 0.054979126900434494, + 0.04590485244989395 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.0017121669370681047 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_12/index_tensor([1914, 1914])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_12/index_tensor([1914, 1914])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bf7ea4123aea5fc8bdf61afa11d1efba4464491e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_12/index_tensor([1914, 1914])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot, captured from an extremely low angle on the forest floor, slowly advances at an almost imperceptible pace, deep into a dark, damp woodland. Atop a thick layer of decaying, dark brown leaves, a gigantic centipede crouches silently, its head a disturbing crimson, a stark contrast to its countless segmented, glossy black body. Faint light filters through gaps in the dense forest canopy, casting a vivid, wet sheen on its glossy carapace, a physically rendered, remarkably realistic effect. Each curve and subtle texture of the carapace is clearly visible through the interplay of highlights and shadows, giving it the texture of finely polished obsidian. At the tip of its crimson head, a pair of slender tentacles trembles subtly, probing the air, while hundreds of sharp legs on its sides cling to the damp leaves, motionless and poised for action. The entire picture is pure and flawless, without any impurities or interference, except for a few leaves with condensation on them and twisted roots covered with moss, which together create a primitive, quiet yet potentially threatening atmosphere.", + "seed": 31883, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_12/index_1914_seed_31883_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17761711161583663, + "vlm_logprob": -0.17761711161583663, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.17761711161583663, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05377402529120445 + ], + "opposite_logprob_tokens": [ + -3.053774118423462 + ], + "logprob_reward": -0.05377402529120445, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05377402529120445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24139465391635895, + 0.0989399179816246, + 0.07576625049114227, + 0.07424993813037872, + 0.06664581596851349, + 0.08666101098060608, + 0.145798459649086, + 0.06066272407770157, + 0.06931892782449722, + 0.08056232333183289 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.05377402529120445 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578681707382202 + ], + "opposite_logprob_tokens": [ + -0.6328681707382202 + ], + "logprob_reward": -0.7578681707382202, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578681707382202, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10963074862957001, + 0.08876773715019226, + 0.12293749302625656, + 0.1952241063117981, + 0.07467148452997208, + 0.05516069009900093, + 0.08207925409078598, + 0.09051772952079773, + 0.1082836464047432, + 0.07272709906101227 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.7578681707382202 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031974404118955135 + ], + "opposite_logprob_tokens": [ + -5.75319766998291 + ], + "logprob_reward": -0.0031974404118955135, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031974404118955135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10755731165409088, + 0.08284393697977066, + 0.08187339454889297, + 0.19130976498126984, + 0.04369571805000305, + 0.12035281956195831, + 0.18106482923030853, + 0.0302147027105093, + 0.06960107386112213, + 0.09148647636175156 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.0031974404118955135 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005549222230911 + ], + "opposite_logprob_tokens": [ + -2.6950554847717285 + ], + "logprob_reward": -0.07005549222230911, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005549222230911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06540676206350327, + 0.04315745085477829, + 0.059330884367227554, + 0.15869997441768646, + 0.07971321791410446, + 0.13979049026966095, + 0.06774631887674332, + 0.07431146502494812, + 0.20850758254528046, + 0.10333593934774399 + ], + "top_frames": [ + 8, + 3, + 5 + ], + "selected_reward": -0.07005549222230911 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003190429415553808 + ], + "opposite_logprob_tokens": [ + -5.753190517425537 + ], + "logprob_reward": -0.003190429415553808, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003190429415553808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1287211775779724, + 0.18441271781921387, + 0.03978188335895538, + 0.0901096761226654, + 0.050169188529253006, + 0.06744244694709778, + 0.13301639258861542, + 0.12131053954362869, + 0.07855010777711868, + 0.10648585855960846 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.003190429415553808 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, captured from an extremely low angle on the forest floor, slowly advances at an almost imperceptible pace, deep into a dark, damp woodland. Atop a thick layer of decaying, dark brown leaves, a gigantic centipede crouches silently, its head a disturbing crimson, a stark contrast to its countless segmented, glossy black body. Faint light filters through gaps in the dense forest canopy, casting a vivid, wet sheen on its glossy carapace, a physically rendered, remarkably realistic effect. Each curve and subtle texture of the carapace is clearly visible through the interplay of highlights and shadows, giving it the texture of finely polished obsidian. At the tip of its crimson head, a pair of slender tentacles trembles subtly, probing the air, while hundreds of sharp legs on its sides cling to the damp leaves, motionless and poised for action. The entire picture is pure and flawless, without any impurities or interference, except for a few leaves with condensation on them and twisted roots covered with moss, which together create a primitive, quiet yet potentially threatening atmosphere.", + "seed": 31884, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_12/index_1914_seed_31884_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1482090433128178, + "vlm_logprob": -0.1482090433128178, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.1482090433128178, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10593557357788086 + ], + "opposite_logprob_tokens": [ + -2.355935573577881 + ], + "logprob_reward": -0.10593557357788086, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10593557357788086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09352393448352814, + 0.05580628663301468, + 0.025447238236665726, + 0.23283886909484863, + 0.04422621428966522, + 0.0550619438290596, + 0.13908308744430542, + 0.030593939125537872, + 0.1376611441373825, + 0.1857573539018631 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.10593557357788086 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.52337247133255 + ], + "opposite_logprob_tokens": [ + -0.89837247133255 + ], + "logprob_reward": -0.52337247133255, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.52337247133255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10758858919143677, + 0.057998623698949814, + 0.10048095881938934, + 0.20087529718875885, + 0.11502949893474579, + 0.04647034779191017, + 0.034553322941064835, + 0.05432678014039993, + 0.16981418430805206, + 0.11286238580942154 + ], + "top_frames": [ + 3, + 8, + 4 + ], + "selected_reward": -0.52337247133255 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745306774973869 + ], + "opposite_logprob_tokens": [ + -5.006745338439941 + ], + "logprob_reward": -0.006745306774973869, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745306774973869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12160036712884903, + 0.025858823210000992, + 0.025632336735725403, + 0.03372477367520332, + 0.06396234780550003, + 0.6094387769699097, + 0.05622762814164162, + 0.01714063063263893, + 0.026185473427176476, + 0.020228886976838112 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.006745306774973869 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035442560911179 + ], + "opposite_logprob_tokens": [ + -2.3503544330596924 + ], + "logprob_reward": -0.10035442560911179, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035442560911179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.285680890083313, + 0.0457473061978817, + 0.04047892987728119, + 0.14012454450130463, + 0.07739993929862976, + 0.039970289915800095, + 0.07226044684648514, + 0.08882758766412735, + 0.13169223070144653, + 0.07781782746315002 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.10035442560911179 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637439269572496 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637439269572496, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637439269572496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0688675045967102, + 0.04928748309612274, + 0.04220777004957199, + 0.08476931601762772, + 0.04678612947463989, + 0.509804904460907, + 0.07856979221105576, + 0.04823340103030205, + 0.030420491471886635, + 0.041053157299757004 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.004637439269572496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, captured from an extremely low angle on the forest floor, slowly advances at an almost imperceptible pace, deep into a dark, damp woodland. Atop a thick layer of decaying, dark brown leaves, a gigantic centipede crouches silently, its head a disturbing crimson, a stark contrast to its countless segmented, glossy black body. Faint light filters through gaps in the dense forest canopy, casting a vivid, wet sheen on its glossy carapace, a physically rendered, remarkably realistic effect. Each curve and subtle texture of the carapace is clearly visible through the interplay of highlights and shadows, giving it the texture of finely polished obsidian. At the tip of its crimson head, a pair of slender tentacles trembles subtly, probing the air, while hundreds of sharp legs on its sides cling to the damp leaves, motionless and poised for action. The entire picture is pure and flawless, without any impurities or interference, except for a few leaves with condensation on them and twisted roots covered with moss, which together create a primitive, quiet yet potentially threatening atmosphere.", + "seed": 31885, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_12/index_1914_seed_31885_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3147514943964779, + "vlm_logprob": -0.3147514943964779, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.3147514943964779, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5885986685752869 + ], + "opposite_logprob_tokens": [ + -0.8385986685752869 + ], + "logprob_reward": -0.5885986685752869, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5885986685752869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1879337728023529, + 0.09833992272615433, + 0.1345152109861374, + 0.11478883028030396, + 0.049876563251018524, + 0.13233955204486847, + 0.08489269018173218, + 0.08135275542736053, + 0.08278348296880722, + 0.033177223056554794 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.5885986685752869 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983750343322754 + ], + "opposite_logprob_tokens": [ + -0.5233750343322754 + ], + "logprob_reward": -0.8983750343322754, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983750343322754, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.30747875571250916, + 0.1199326291680336, + 0.14499330520629883, + 0.1229122132062912, + 0.05366979539394379, + 0.056485459208488464, + 0.03825361654162407, + 0.05600826442241669, + 0.051909737288951874, + 0.048356108367443085 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.8983750343322754 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025012181140482426 + ], + "opposite_logprob_tokens": [ + -6.002501010894775 + ], + "logprob_reward": -0.0025012181140482426, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025012181140482426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2236061543226242, + 0.11843855679035187, + 0.20240028202533722, + 0.1583745777606964, + 0.031695421785116196, + 0.05195414274930954, + 0.04678286612033844, + 0.061356380581855774, + 0.0608140230178833, + 0.04457762464880943 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0025012181140482426 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902887463569641 + ], + "opposite_logprob_tokens": [ + -2.579028844833374 + ], + "logprob_reward": -0.07902887463569641, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902887463569641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1570410579442978, + 0.07849323749542236, + 0.12887965142726898, + 0.0991123840212822, + 0.1591119021177292, + 0.05277232080698013, + 0.07807964831590652, + 0.08081960678100586, + 0.11617353558540344, + 0.04951667785644531 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.07902887463569641 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253676325082779 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253676325082779, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253676325082779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19969820976257324, + 0.09478889405727386, + 0.15172995626926422, + 0.22637005150318146, + 0.04224175587296486, + 0.05374640226364136, + 0.0480402447283268, + 0.055500756949186325, + 0.0626024529337883, + 0.06528133898973465 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.005253676325082779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, captured from an extremely low angle on the forest floor, slowly advances at an almost imperceptible pace, deep into a dark, damp woodland. Atop a thick layer of decaying, dark brown leaves, a gigantic centipede crouches silently, its head a disturbing crimson, a stark contrast to its countless segmented, glossy black body. Faint light filters through gaps in the dense forest canopy, casting a vivid, wet sheen on its glossy carapace, a physically rendered, remarkably realistic effect. Each curve and subtle texture of the carapace is clearly visible through the interplay of highlights and shadows, giving it the texture of finely polished obsidian. At the tip of its crimson head, a pair of slender tentacles trembles subtly, probing the air, while hundreds of sharp legs on its sides cling to the damp leaves, motionless and poised for action. The entire picture is pure and flawless, without any impurities or interference, except for a few leaves with condensation on them and twisted roots covered with moss, which together create a primitive, quiet yet potentially threatening atmosphere.", + "seed": 31886, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_12/index_1914_seed_31886_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16888435119763018, + "vlm_logprob": -0.16888435119763018, + "vlm_yes_no_margin": 2.800000011920929, + "vlm_token_credit": -0.16888435119763018, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2595624625682831 + ], + "opposite_logprob_tokens": [ + -1.5095624923706055 + ], + "logprob_reward": -0.2595624625682831, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2595624625682831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10682317614555359, + 0.06934569776058197, + 0.03459737077355385, + 0.06111009046435356, + 0.041896745562553406, + 0.04833132028579712, + 0.07073792070150375, + 0.09772387146949768, + 0.3509827256202698, + 0.1184510663151741 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.2595624625682831 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34864968061447144 + ], + "opposite_logprob_tokens": [ + -1.2236497402191162 + ], + "logprob_reward": -0.34864968061447144, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.34864968061447144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15713556110858917, + 0.10453639924526215, + 0.03199593722820282, + 0.07317747920751572, + 0.054989177733659744, + 0.026251059025526047, + 0.13037925958633423, + 0.045290082693099976, + 0.2709318995475769, + 0.10531313717365265 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.34864968061447144 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046440837904810905 + ], + "opposite_logprob_tokens": [ + -5.37964391708374 + ], + "logprob_reward": -0.0046440837904810905, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046440837904810905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1574239432811737, + 0.060195233672857285, + 0.036697376519441605, + 0.02726389653980732, + 0.11339643597602844, + 0.027918793261051178, + 0.27024954557418823, + 0.10981016606092453, + 0.10335009545087814, + 0.09369461238384247 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.0046440837904810905 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256176620721817 + ], + "opposite_logprob_tokens": [ + -1.6006176471710205 + ], + "logprob_reward": -0.2256176620721817, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256176620721817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18347378075122833, + 0.08133669197559357, + 0.05966874584555626, + 0.04775276780128479, + 0.06744434684515, + 0.046685922890901566, + 0.15920251607894897, + 0.1285228580236435, + 0.11002139002084732, + 0.1158909797668457 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.2256176620721817 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle on the forest floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance deep into a dark, damp woodland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gigantic centipede with a crimson head and glossy black segmented body visible atop decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are slender tentacles trembling at the tip of the centipede's head while its legs remain motionless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by faint light filtering through the canopy, creating a wet sheen on the centipede's carapace?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947866942733526 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005947866942733526, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947866942733526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15041309595108032, + 0.14699389040470123, + 0.058717031031847, + 0.0650758370757103, + 0.07313696295022964, + 0.050412457436323166, + 0.09979099780321121, + 0.09414058178663254, + 0.19485290348529816, + 0.06646621227264404 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.005947866942733526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_15/index_tensor([1733, 1733])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_15/index_tensor([1733, 1733])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..29657658898f812c944e1941e9f2a863fd49d118 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_15/index_tensor([1733, 1733])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium close-up shot, slightly overlooking, slowly zooms out, bringing us into a bedroom in a fresh, softly styled Huizhou-style building. The first rays of morning's soft, golden sunlight filter through an intricately carved wooden window lattice, casting a dappled, warm light across the room. Motes of dust seem to dance quietly in the light. The camera focuses on a rustic, carved wooden bed. A young woman, dressed in a simple white cotton nightgown, lies sprawled on her side, her long, dark hair casually scattered like silk on the soft, white cotton pillow. A ray of light falls upon her delicate face, casting a warm glow over her skin. Her long, curled eyelashes begin to flutter slightly. Then, ever so slowly, her eyelids open, revealing a pair of brown eyes, initially hazy with sleep, but quickly becoming clear and bright, silently reflecting the light from the window pane. She narrowed her eyes slightly, as if silently feeling the tranquility. The whole awakening process was slow and leisurely, and the picture was filled with an atmosphere of tranquility and peace.", + "seed": 23493, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_15/index_1733_seed_23493_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.31227219235152004, + "vlm_logprob": -0.31227219235152004, + "vlm_yes_no_margin": 3.300000011920929, + "vlm_token_credit": -0.31227219235152004, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2173973023891449 + ], + "opposite_logprob_tokens": [ + -1.7173973321914673 + ], + "logprob_reward": -0.2173973023891449, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2173973023891449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2131742238998413, + 0.16003306210041046, + 0.3660484254360199, + 0.06560400128364563, + 0.026882728561758995, + 0.043299537152051926, + 0.014929383993148804, + 0.01363226119428873, + 0.06672902405261993, + 0.029667386785149574 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.2173973023891449 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025177467614412308 + ], + "opposite_logprob_tokens": [ + -6.0025177001953125 + ], + "logprob_reward": -0.0025177467614412308, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025177467614412308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21664966642856598, + 0.09476973116397858, + 0.4749907851219177, + 0.04437536373734474, + 0.050880689173936844, + 0.023575427010655403, + 0.02652059495449066, + 0.016251273453235626, + 0.03017285466194153, + 0.021813688799738884 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0025177467614412308 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001720973290503025 + ], + "opposite_logprob_tokens": [ + -6.376720905303955 + ], + "logprob_reward": -0.001720973290503025, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001720973290503025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09790860861539841, + 0.06638612598180771, + 0.10593771934509277, + 0.11483052372932434, + 0.23059603571891785, + 0.12295237183570862, + 0.07098664343357086, + 0.027825307101011276, + 0.05709976702928543, + 0.10547694563865662 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.001720973290503025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344221085309982 + ], + "opposite_logprob_tokens": [ + -3.6513442993164062 + ], + "logprob_reward": -0.026344221085309982, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344221085309982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1593167781829834, + 0.09307759255170822, + 0.16958650946617126, + 0.07576350122690201, + 0.08245568722486496, + 0.07088830322027206, + 0.06367188692092896, + 0.07589869201183319, + 0.11940795928239822, + 0.08993305265903473 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.026344221085309982 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3133807182312012 + ], + "opposite_logprob_tokens": [ + -0.31338077783584595 + ], + "logprob_reward": -1.3133807182312012, + "yes_no_margin_reward": -0.9999999403953552, + "token_credit_reward": -1.3133807182312012, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09632042795419693, + 0.051024723798036575, + 0.3206973969936371, + 0.07998999953269958, + 0.06715678423643112, + 0.05979205295443535, + 0.05349503830075264, + 0.04389386251568794, + 0.1308862864971161, + 0.09674336761236191 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -1.3133807182312012 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "medium close-up shot, slightly overlooking, slowly zooms out, bringing us into a bedroom in a fresh, softly styled Huizhou-style building. The first rays of morning's soft, golden sunlight filter through an intricately carved wooden window lattice, casting a dappled, warm light across the room. Motes of dust seem to dance quietly in the light. The camera focuses on a rustic, carved wooden bed. A young woman, dressed in a simple white cotton nightgown, lies sprawled on her side, her long, dark hair casually scattered like silk on the soft, white cotton pillow. A ray of light falls upon her delicate face, casting a warm glow over her skin. Her long, curled eyelashes begin to flutter slightly. Then, ever so slowly, her eyelids open, revealing a pair of brown eyes, initially hazy with sleep, but quickly becoming clear and bright, silently reflecting the light from the window pane. She narrowed her eyes slightly, as if silently feeling the tranquility. The whole awakening process was slow and leisurely, and the picture was filled with an atmosphere of tranquility and peace.", + "seed": 23494, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_15/index_1733_seed_23494_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11689653508365154, + "vlm_logprob": -0.11689653508365154, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.11689653508365154, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.49109208583831787 + ], + "opposite_logprob_tokens": [ + -0.9910920858383179 + ], + "logprob_reward": -0.49109208583831787, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.49109208583831787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11507837474346161, + 0.05715860426425934, + 0.04415072128176689, + 0.038653187453746796, + 0.06210105121135712, + 0.13452740013599396, + 0.17049993574619293, + 0.12036667764186859, + 0.07646561414003372, + 0.18099841475486755 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.49109208583831787 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004669238813221455 + ], + "opposite_logprob_tokens": [ + -5.379669189453125 + ], + "logprob_reward": -0.004669238813221455, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004669238813221455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1143110916018486, + 0.07130151242017746, + 0.07252013683319092, + 0.061257779598236084, + 0.05204305052757263, + 0.2263658493757248, + 0.1114506870508194, + 0.031712621450424194, + 0.05713874101638794, + 0.2018985003232956 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.004669238813221455 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540061958134174 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012540061958134174, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540061958134174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23362770676612854, + 0.18354777991771698, + 0.15227946639060974, + 0.08405566215515137, + 0.03649497404694557, + 0.07859010994434357, + 0.0408010296523571, + 0.043211035430431366, + 0.059032682329416275, + 0.08835960924625397 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012540061958134174 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038097988814115524 + ], + "opposite_logprob_tokens": [ + -3.288098096847534 + ], + "logprob_reward": -0.038097988814115524, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038097988814115524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23815834522247314, + 0.11225700378417969, + 0.08557577431201935, + 0.11593456566333771, + 0.06614526361227036, + 0.22557757794857025, + 0.034496910870075226, + 0.025684228166937828, + 0.07201122492551804, + 0.02415916696190834 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.038097988814115524 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808329999446869 + ], + "opposite_logprob_tokens": [ + -3.28808331489563 + ], + "logprob_reward": -0.03808329999446869, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808329999446869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09993765503168106, + 0.06979966163635254, + 0.02577999234199524, + 0.04944023862481117, + 0.024107996374368668, + 0.44212213158607483, + 0.11391454190015793, + 0.02876954711973667, + 0.0699143186211586, + 0.07621385902166367 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.03808329999446869 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot, slightly overlooking, slowly zooms out, bringing us into a bedroom in a fresh, softly styled Huizhou-style building. The first rays of morning's soft, golden sunlight filter through an intricately carved wooden window lattice, casting a dappled, warm light across the room. Motes of dust seem to dance quietly in the light. The camera focuses on a rustic, carved wooden bed. A young woman, dressed in a simple white cotton nightgown, lies sprawled on her side, her long, dark hair casually scattered like silk on the soft, white cotton pillow. A ray of light falls upon her delicate face, casting a warm glow over her skin. Her long, curled eyelashes begin to flutter slightly. Then, ever so slowly, her eyelids open, revealing a pair of brown eyes, initially hazy with sleep, but quickly becoming clear and bright, silently reflecting the light from the window pane. She narrowed her eyes slightly, as if silently feeling the tranquility. The whole awakening process was slow and leisurely, and the picture was filled with an atmosphere of tranquility and peace.", + "seed": 23495, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_15/index_1733_seed_23495_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2749552208464593, + "vlm_logprob": -0.2749552208464593, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.2749552208464593, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.040340617299079895 + ], + "opposite_logprob_tokens": [ + -3.4153406620025635 + ], + "logprob_reward": -0.040340617299079895, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.040340617299079895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6655051112174988, + 0.03679069131612778, + 0.021862031891942024, + 0.023491181433200836, + 0.0734059140086174, + 0.03327299654483795, + 0.02453116700053215, + 0.036182794719934464, + 0.021198270842432976, + 0.06375982612371445 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.040340617299079895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022155519109219313 + ], + "opposite_logprob_tokens": [ + -6.127215385437012 + ], + "logprob_reward": -0.0022155519109219313, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022155519109219313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3204781115055084, + 0.0417218916118145, + 0.43898794054985046, + 0.01719553768634796, + 0.054011594504117966, + 0.04211602360010147, + 0.014300176873803139, + 0.029667682945728302, + 0.011595259420573711, + 0.02992575243115425 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0022155519109219313 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638862796127796 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.004638862796127796, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638862796127796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3083782196044922, + 0.01449683029204607, + 0.4565734565258026, + 0.0120873237028718, + 0.0337616503238678, + 0.03955354541540146, + 0.016033219173550606, + 0.042418450117111206, + 0.026253502815961838, + 0.05044380947947502 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.004638862796127796 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192009344696999 + ], + "opposite_logprob_tokens": [ + -4.2641921043396 + ], + "logprob_reward": -0.014192009344696999, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192009344696999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2533141076564789, + 0.008614940568804741, + 0.40266910195350647, + 0.031569451093673706, + 0.048172082751989365, + 0.048000358045101166, + 0.036129798740148544, + 0.02567562833428383, + 0.023914488032460213, + 0.12194007635116577 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.014192009344696999 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3133890628814697 + ], + "opposite_logprob_tokens": [ + -0.3133890628814697 + ], + "logprob_reward": -1.3133890628814697, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3133890628814697, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3052106201648712, + 0.02822759374976158, + 0.06640471518039703, + 0.03337375819683075, + 0.05258730798959732, + 0.1404658406972885, + 0.07102193683385849, + 0.08493521064519882, + 0.07108841091394424, + 0.14668463170528412 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -1.3133890628814697 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "medium close-up shot, slightly overlooking, slowly zooms out, bringing us into a bedroom in a fresh, softly styled Huizhou-style building. The first rays of morning's soft, golden sunlight filter through an intricately carved wooden window lattice, casting a dappled, warm light across the room. Motes of dust seem to dance quietly in the light. The camera focuses on a rustic, carved wooden bed. A young woman, dressed in a simple white cotton nightgown, lies sprawled on her side, her long, dark hair casually scattered like silk on the soft, white cotton pillow. A ray of light falls upon her delicate face, casting a warm glow over her skin. Her long, curled eyelashes begin to flutter slightly. Then, ever so slowly, her eyelids open, revealing a pair of brown eyes, initially hazy with sleep, but quickly becoming clear and bright, silently reflecting the light from the window pane. She narrowed her eyes slightly, as if silently feeling the tranquility. The whole awakening process was slow and leisurely, and the picture was filled with an atmosphere of tranquility and peace.", + "seed": 23496, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_15/index_1733_seed_23496_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.26786294439807534, + "vlm_logprob": -0.26786294439807534, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.26786294439807534, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08255475759506226 + ], + "opposite_logprob_tokens": [ + -2.582554817199707 + ], + "logprob_reward": -0.08255475759506226, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08255475759506226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21016095578670502, + 0.259772390127182, + 0.12221993505954742, + 0.10499946027994156, + 0.09575922042131424, + 0.04791376367211342, + 0.07641024142503738, + 0.03090059570968151, + 0.03138439357280731, + 0.020479105412960052 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.08255475759506226 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004655000288039446 + ], + "opposite_logprob_tokens": [ + -5.379654884338379 + ], + "logprob_reward": -0.004655000288039446, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004655000288039446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3017047047615051, + 0.3524205982685089, + 0.11010771989822388, + 0.06489388644695282, + 0.06250417232513428, + 0.030365444719791412, + 0.023092584684491158, + 0.016036348417401314, + 0.015349173918366432, + 0.02352534420788288 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.004655000288039446 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253320559859276 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253320559859276, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253320559859276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21953332424163818, + 0.19773031771183014, + 0.10116096585988998, + 0.08634824305772781, + 0.14804603159427643, + 0.09326522797346115, + 0.06252361088991165, + 0.03040515072643757, + 0.030384104698896408, + 0.03060297667980194 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.005253320559859276 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328225038945675 + ], + "opposite_logprob_tokens": [ + -3.773282289505005 + ], + "logprob_reward": -0.02328225038945675, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328225038945675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18409836292266846, + 0.3840753436088562, + 0.0997895672917366, + 0.09636720269918442, + 0.11958861351013184, + 0.0493965744972229, + 0.01656676083803177, + 0.018649408593773842, + 0.01571551524102688, + 0.015752598643302917 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.02328225038945675 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a bedroom within a Huizhou-style building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a rustic, carved wooden bed visible in the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a simple white cotton nightgown lying on her side on the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's action include slowly opening her eyes to reveal brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium close-up and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.223569393157959 + ], + "opposite_logprob_tokens": [ + -0.34856942296028137 + ], + "logprob_reward": -1.223569393157959, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.223569393157959, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15397386252880096, + 0.21126338839530945, + 0.08541136980056763, + 0.24777011573314667, + 0.21032443642616272, + 0.06409790366888046, + 0.0066482606343925, + 0.00821305438876152, + 0.004672359209507704, + 0.007625220809131861 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -1.223569393157959 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_2/index_tensor([6853, 6853])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_2/index_tensor([6853, 6853])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1c1e7044b188df5ca360047e8914b908960d194e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_2/index_tensor([6853, 6853])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly high-angle macro shot captures a sleek, modern hair dryer lying on its side on a pristine white marble countertop with subtle gray veining. The hair dryer's body is crafted from a sophisticated matte black, soft-touch material, accented by a polished rose gold ring surrounding the nozzle. Tied around this nozzle are several thin, luminous ribbons in vibrant magenta, electric blue, and sunny yellow, initially soft and still. Without warning, the hair dryer silently powers on, and the ribbons are instantly jolted to life by invisible jets of air. They begin to flutter violently, whipping back and forth in a chaotic yet graceful dance, their light fabric twisting and snapping, creating a mesmerizing, high-speed blur of colors that contrasts starkly with the appliance's inert, dark form. Soft, directional studio lighting captures the delicate sheen of the flowing silk, shimmering with rose gold accents, casting rapidly shifting, subtle shadows on the marble surface below, creating an atmosphere of vibrant energy and visual allure, unleashing power and aesthetic elegance.", + "seed": 10085, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_2/index_6853_seed_10085_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06123046791180968, + "vlm_logprob": -0.06123046791180968, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.06123046791180968, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1813288927078247 + ], + "opposite_logprob_tokens": [ + -1.8063288927078247 + ], + "logprob_reward": -0.1813288927078247, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1813288927078247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1346927136182785, + 0.03156893327832222, + 0.041285011917352676, + 0.038292720913887024, + 0.03412919119000435, + 0.0284604262560606, + 0.0953611508011818, + 0.2941296398639679, + 0.2130838930606842, + 0.08899636566638947 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.1813288927078247 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055021319538354874 + ], + "opposite_logprob_tokens": [ + -2.930021286010742 + ], + "logprob_reward": -0.055021319538354874, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055021319538354874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2696250379085541, + 0.06998534500598907, + 0.2558567225933075, + 0.07533596456050873, + 0.021730611100792885, + 0.018761519342660904, + 0.06251134723424911, + 0.06051129102706909, + 0.08189624547958374, + 0.08378584682941437 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.055021319538354874 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004103930201381445 + ], + "opposite_logprob_tokens": [ + -5.504104137420654 + ], + "logprob_reward": -0.004103930201381445, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004103930201381445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21769140660762787, + 0.10256917029619217, + 0.07128072530031204, + 0.09491872787475586, + 0.045924074947834015, + 0.0972113236784935, + 0.09449714422225952, + 0.0763782188296318, + 0.10025373101234436, + 0.09927545487880707 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.004103930201381445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003619549795985222 + ], + "opposite_logprob_tokens": [ + -5.62861967086792 + ], + "logprob_reward": -0.003619549795985222, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003619549795985222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06528905034065247, + 0.0270091462880373, + 0.045812252908945084, + 0.031492240726947784, + 0.027533482760190964, + 0.06800370663404465, + 0.20028802752494812, + 0.12450887262821198, + 0.2834051847457886, + 0.12665806710720062 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.003619549795985222 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207864731550217 + ], + "opposite_logprob_tokens": [ + -2.8120787143707275 + ], + "logprob_reward": -0.06207864731550217, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207864731550217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11099248379468918, + 0.027922241017222404, + 0.08333846926689148, + 0.03650635853409767, + 0.03328632190823555, + 0.07830416411161423, + 0.14538295567035675, + 0.17121821641921997, + 0.16903185844421387, + 0.14401696622371674 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.06207864731550217 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle macro shot captures a sleek, modern hair dryer lying on its side on a pristine white marble countertop with subtle gray veining. The hair dryer's body is crafted from a sophisticated matte black, soft-touch material, accented by a polished rose gold ring surrounding the nozzle. Tied around this nozzle are several thin, luminous ribbons in vibrant magenta, electric blue, and sunny yellow, initially soft and still. Without warning, the hair dryer silently powers on, and the ribbons are instantly jolted to life by invisible jets of air. They begin to flutter violently, whipping back and forth in a chaotic yet graceful dance, their light fabric twisting and snapping, creating a mesmerizing, high-speed blur of colors that contrasts starkly with the appliance's inert, dark form. Soft, directional studio lighting captures the delicate sheen of the flowing silk, shimmering with rose gold accents, casting rapidly shifting, subtle shadows on the marble surface below, creating an atmosphere of vibrant energy and visual allure, unleashing power and aesthetic elegance.", + "seed": 10086, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_2/index_6853_seed_10086_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.039846280962228774, + "vlm_logprob": -0.039846280962228774, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.039846280962228774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06297563761472702 + ], + "opposite_logprob_tokens": [ + -2.8129756450653076 + ], + "logprob_reward": -0.06297563761472702, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06297563761472702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16708442568778992, + 0.09059591591358185, + 0.2565097510814667, + 0.04824938625097275, + 0.10215618461370468, + 0.03862713277339935, + 0.07944703847169876, + 0.08037443459033966, + 0.038479678332805634, + 0.0984760969877243 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.06297563761472702 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029826553538441658 + ], + "opposite_logprob_tokens": [ + -3.5298266410827637 + ], + "logprob_reward": -0.029826553538441658, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029826553538441658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1101796105504036, + 0.14516940712928772, + 0.099659763276577, + 0.08152160793542862, + 0.09473539143800735, + 0.0389254204928875, + 0.11193756759166718, + 0.11769843101501465, + 0.14784856140613556, + 0.05232422426342964 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.029826553538441658 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198542296886444 + ], + "opposite_logprob_tokens": [ + -4.018198490142822 + ], + "logprob_reward": -0.018198542296886444, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018198542296886444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09878959506750107, + 0.16199655830860138, + 0.08681626617908478, + 0.1158451959490776, + 0.057804420590400696, + 0.054116301238536835, + 0.06794712692499161, + 0.15963216125965118, + 0.14851023256778717, + 0.048542048782110214 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.018198542296886444 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198074772953987 + ], + "opposite_logprob_tokens": [ + -4.018198013305664 + ], + "logprob_reward": -0.018198074772953987, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018198074772953987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09676922112703323, + 0.17243051528930664, + 0.09816940873861313, + 0.142238587141037, + 0.04577438533306122, + 0.14760228991508484, + 0.06434983760118484, + 0.08252982795238495, + 0.07276832312345505, + 0.0773676410317421 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.018198074772953987 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003259658813477 + ], + "opposite_logprob_tokens": [ + -2.6950325965881348 + ], + "logprob_reward": -0.07003259658813477, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003259658813477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16373273730278015, + 0.1693071573972702, + 0.11215027421712875, + 0.20926181972026825, + 0.07274381071329117, + 0.039798565208911896, + 0.06630315631628036, + 0.033443402498960495, + 0.0885712280869484, + 0.04468785226345062 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.07003259658813477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle macro shot captures a sleek, modern hair dryer lying on its side on a pristine white marble countertop with subtle gray veining. The hair dryer's body is crafted from a sophisticated matte black, soft-touch material, accented by a polished rose gold ring surrounding the nozzle. Tied around this nozzle are several thin, luminous ribbons in vibrant magenta, electric blue, and sunny yellow, initially soft and still. Without warning, the hair dryer silently powers on, and the ribbons are instantly jolted to life by invisible jets of air. They begin to flutter violently, whipping back and forth in a chaotic yet graceful dance, their light fabric twisting and snapping, creating a mesmerizing, high-speed blur of colors that contrasts starkly with the appliance's inert, dark form. Soft, directional studio lighting captures the delicate sheen of the flowing silk, shimmering with rose gold accents, casting rapidly shifting, subtle shadows on the marble surface below, creating an atmosphere of vibrant energy and visual allure, unleashing power and aesthetic elegance.", + "seed": 10087, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_2/index_6853_seed_10087_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11843719407916069, + "vlm_logprob": -0.11843719407916069, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.11843719407916069, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009379370138049126 + ], + "opposite_logprob_tokens": [ + -4.7593793869018555 + ], + "logprob_reward": -0.009379370138049126, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009379370138049126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1864149421453476, + 0.1116219088435173, + 0.11892525851726532, + 0.08967208862304688, + 0.2750442326068878, + 0.03783438727259636, + 0.04182673245668411, + 0.029062975198030472, + 0.0563151054084301, + 0.05328233912587166 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.009379370138049126 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812839835882187 + ], + "opposite_logprob_tokens": [ + -3.28812837600708 + ], + "logprob_reward": -0.03812839835882187, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812839835882187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08171101659536362, + 0.11791867762804031, + 0.2862786054611206, + 0.08496946096420288, + 0.049546387046575546, + 0.027965912595391273, + 0.01774577982723713, + 0.1252102553844452, + 0.11358834058046341, + 0.09506554156541824 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.03812839835882187 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608080230653286 + ], + "opposite_logprob_tokens": [ + -4.141080856323242 + ], + "logprob_reward": -0.01608080230653286, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608080230653286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11140451580286026, + 0.050373390316963196, + 0.14772748947143555, + 0.11901748180389404, + 0.058514658361673355, + 0.01716621220111847, + 0.017544036731123924, + 0.27953916788101196, + 0.14599727094173431, + 0.052715789526700974 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.01608080230653286 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799364537000656 + ], + "opposite_logprob_tokens": [ + -1.804936408996582 + ], + "logprob_reward": -0.1799364537000656, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799364537000656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1282389611005783, + 0.11116470396518707, + 0.09687888622283936, + 0.08217508345842361, + 0.0386088602244854, + 0.044685449451208115, + 0.03923323377966881, + 0.2554616630077362, + 0.12693728506565094, + 0.07661593705415726 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.1799364537000656 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.348660945892334 + ], + "opposite_logprob_tokens": [ + -1.223660945892334 + ], + "logprob_reward": -0.348660945892334, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.348660945892334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1602252721786499, + 0.09572026133537292, + 0.14728902280330658, + 0.08317241072654724, + 0.044028740376234055, + 0.03210565075278282, + 0.031749870628118515, + 0.23921367526054382, + 0.1224769651889801, + 0.044018153101205826 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.348660945892334 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle macro shot captures a sleek, modern hair dryer lying on its side on a pristine white marble countertop with subtle gray veining. The hair dryer's body is crafted from a sophisticated matte black, soft-touch material, accented by a polished rose gold ring surrounding the nozzle. Tied around this nozzle are several thin, luminous ribbons in vibrant magenta, electric blue, and sunny yellow, initially soft and still. Without warning, the hair dryer silently powers on, and the ribbons are instantly jolted to life by invisible jets of air. They begin to flutter violently, whipping back and forth in a chaotic yet graceful dance, their light fabric twisting and snapping, creating a mesmerizing, high-speed blur of colors that contrasts starkly with the appliance's inert, dark form. Soft, directional studio lighting captures the delicate sheen of the flowing silk, shimmering with rose gold accents, casting rapidly shifting, subtle shadows on the marble surface below, creating an atmosphere of vibrant energy and visual allure, unleashing power and aesthetic elegance.", + "seed": 10088, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_2/index_6853_seed_10088_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17665828242897988, + "vlm_logprob": -0.17665828242897988, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.17665828242897988, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0557987354695797 + ], + "opposite_logprob_tokens": [ + -2.9307987689971924 + ], + "logprob_reward": -0.0557987354695797, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0557987354695797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31252461671829224, + 0.09868249297142029, + 0.0605139434337616, + 0.07754962891340256, + 0.10281288623809814, + 0.0705985426902771, + 0.10965422540903091, + 0.06591381877660751, + 0.07845234125852585, + 0.023297540843486786 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.0557987354695797 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029835231602191925 + ], + "opposite_logprob_tokens": [ + -3.5298352241516113 + ], + "logprob_reward": -0.029835231602191925, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029835231602191925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3513392508029938, + 0.07865588366985321, + 0.06778409332036972, + 0.10848944634199142, + 0.10859482735395432, + 0.0570477657020092, + 0.08158186823129654, + 0.05978170782327652, + 0.05774839222431183, + 0.02897673100233078 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.029835231602191925 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867294430732727 + ], + "opposite_logprob_tokens": [ + -3.048672914505005 + ], + "logprob_reward": -0.04867294430732727, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867294430732727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15693801641464233, + 0.19159360229969025, + 0.09819390624761581, + 0.08407805114984512, + 0.05711887404322624, + 0.15462860465049744, + 0.057613492012023926, + 0.065121129155159, + 0.08918210119009018, + 0.04553225636482239 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.04867294430732727 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22562764585018158 + ], + "opposite_logprob_tokens": [ + -1.6006276607513428 + ], + "logprob_reward": -0.22562764585018158, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22562764585018158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07355283200740814, + 0.20434938371181488, + 0.03957041725516319, + 0.046407412737607956, + 0.5211635828018188, + 0.03435248136520386, + 0.021468492224812508, + 0.020200762897729874, + 0.023745616897940636, + 0.015188982710242271 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.22562764585018158 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly high-angle macro shot of a hair dryer on a white marble countertop with gray veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair dryer matte black with a polished rose gold ring around the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin ribbons in magenta, electric blue, and sunny yellow tied around the hair dryer nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ribbons flutter violently and create a high-speed blur of colors due to invisible jets of air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting cast rapidly shifting, subtle shadows on the marble surface below the hair dryer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233568549156189 + ], + "opposite_logprob_tokens": [ + -0.8983568549156189 + ], + "logprob_reward": -0.5233568549156189, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233568549156189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2115926295518875, + 0.10066109895706177, + 0.07310917973518372, + 0.06200215965509415, + 0.14075404405593872, + 0.17666780948638916, + 0.09638094902038574, + 0.04134991392493248, + 0.05751187354326248, + 0.03997032716870308 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.5233568549156189 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_5/index_tensor([5680, 5680])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_5/index_tensor([5680, 5680])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6b27f91f8ea68df936e7efe70b3625f2ba36907e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_5/index_tensor([5680, 5680])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static, wide-angle shot captures a scene of apocalyptic chaos, rendered entirely in a chaotic splatter-art style. The sky is a turbulent canvas of exploding, abstracted colors, with violent splashes of fiery crimson, bruised violet, and acidic yellow colliding and bleeding into one another. From this maelstrom descends a massive tornado, not wind and dust, but a swirling vortex of thick, dark, moody paint; charcoal black and deep indigo form its funnel, while frantic, arcing white streaks hint at its terrifying speed. This massive form descends directly upon a magnificent mansion, its ornate, multi-towered structure being actively demolished. The structure itself is deconstructed into frantic, violent drips and splashes, becoming one with the storm, with entire sections of the roof rendered as shattered shards of black paint, hurled upward into the swirling vortex. The scene is a symphony of destruction, the solid form of the ornate building dissolving under the assault, creating an overwhelming atmosphere of pure, unrestrained power and expressionistic terror.", + "seed": 11050, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_5/index_5680_seed_11050_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04548353836871684, + "vlm_logprob": -0.04548353836871684, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.04548353836871684, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20637325942516327 + ], + "opposite_logprob_tokens": [ + -2.0813732147216797 + ], + "logprob_reward": -0.20637325942516327, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.20637325942516327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2869411110877991, + 0.27746790647506714, + 0.0698147788643837, + 0.06310029327869415, + 0.0665476843714714, + 0.07646775245666504, + 0.06482201814651489, + 0.02032228372991085, + 0.028439516201615334, + 0.04607668146491051 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.20637325942516327 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041289799846708775 + ], + "opposite_logprob_tokens": [ + -5.504128932952881 + ], + "logprob_reward": -0.0041289799846708775, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041289799846708775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48423075675964355, + 0.1351633220911026, + 0.05695772543549538, + 0.05080864578485489, + 0.03715471178293228, + 0.0375833734869957, + 0.10051415860652924, + 0.03497139737010002, + 0.03615174815058708, + 0.026464147493243217 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0041289799846708775 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011893587652593851 + ], + "opposite_logprob_tokens": [ + -6.751189231872559 + ], + "logprob_reward": -0.0011893587652593851, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011893587652593851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.547436535358429, + 0.1045270562171936, + 0.05721750110387802, + 0.02782054804265499, + 0.035954467952251434, + 0.06262154877185822, + 0.04442465305328369, + 0.02519473247230053, + 0.0344439335167408, + 0.060359060764312744 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0011893587652593851 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949525628238916 + ], + "opposite_logprob_tokens": [ + -5.1309494972229 + ], + "logprob_reward": -0.005949525628238916, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949525628238916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22469563782215118, + 0.14639511704444885, + 0.08005258440971375, + 0.15393884479999542, + 0.16339454054832458, + 0.05953490734100342, + 0.036692064255476, + 0.0387229397892952, + 0.0697232261300087, + 0.02685013972222805 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.005949525628238916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776568040251732 + ], + "opposite_logprob_tokens": [ + -4.634776592254639 + ], + "logprob_reward": -0.009776568040251732, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776568040251732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2920393645763397, + 0.14100253582000732, + 0.051735952496528625, + 0.1311759650707245, + 0.060278695076704025, + 0.05803157389163971, + 0.0701495036482811, + 0.04472558572888374, + 0.08296268433332443, + 0.06789813935756683 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.009776568040251732 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, wide-angle shot captures a scene of apocalyptic chaos, rendered entirely in a chaotic splatter-art style. The sky is a turbulent canvas of exploding, abstracted colors, with violent splashes of fiery crimson, bruised violet, and acidic yellow colliding and bleeding into one another. From this maelstrom descends a massive tornado, not wind and dust, but a swirling vortex of thick, dark, moody paint; charcoal black and deep indigo form its funnel, while frantic, arcing white streaks hint at its terrifying speed. This massive form descends directly upon a magnificent mansion, its ornate, multi-towered structure being actively demolished. The structure itself is deconstructed into frantic, violent drips and splashes, becoming one with the storm, with entire sections of the roof rendered as shattered shards of black paint, hurled upward into the swirling vortex. The scene is a symphony of destruction, the solid form of the ornate building dissolving under the assault, creating an overwhelming atmosphere of pure, unrestrained power and expressionistic terror.", + "seed": 11051, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_5/index_5680_seed_11051_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.041957753454335035, + "vlm_logprob": -0.041957753454335035, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.041957753454335035, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1842365562915802 + ], + "opposite_logprob_tokens": [ + -2.184236526489258 + ], + "logprob_reward": -0.1842365562915802, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1842365562915802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1506434828042984, + 0.2776295244693756, + 0.13604137301445007, + 0.07527696341276169, + 0.11283626407384872, + 0.09490974992513657, + 0.05313032492995262, + 0.028755255043506622, + 0.05414559692144394, + 0.01663154363632202 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.1842365562915802 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011113175190985203 + ], + "opposite_logprob_tokens": [ + -4.511113166809082 + ], + "logprob_reward": -0.011113175190985203, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011113175190985203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17374077439308167, + 0.13414119184017181, + 0.05721578001976013, + 0.04616792872548103, + 0.18724770843982697, + 0.1065186858177185, + 0.06085016205906868, + 0.05758034810423851, + 0.158516526222229, + 0.018020857125520706 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.011113175190985203 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010490872664377093 + ], + "opposite_logprob_tokens": [ + -6.876049041748047 + ], + "logprob_reward": -0.0010490872664377093, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010490872664377093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17817124724388123, + 0.1328640580177307, + 0.08015681803226471, + 0.12655164301395416, + 0.20021739602088928, + 0.09012105315923691, + 0.06396737694740295, + 0.030017737299203873, + 0.07528335601091385, + 0.022649312391877174 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0010490872664377093 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003614679677411914 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.003614679677411914, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003614679677411914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10872829705476761, + 0.23708462715148926, + 0.07332915812730789, + 0.12587448954582214, + 0.1293582320213318, + 0.06688691675662994, + 0.08507760614156723, + 0.07690898329019547, + 0.07256259024143219, + 0.02418907918035984 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.003614679677411914 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775268845260143 + ], + "opposite_logprob_tokens": [ + -4.634775161743164 + ], + "logprob_reward": -0.009775268845260143, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775268845260143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15916135907173157, + 0.09018002450466156, + 0.22150634229183197, + 0.15621067583560944, + 0.13311226665973663, + 0.06445851922035217, + 0.053015075623989105, + 0.04628966748714447, + 0.04950661212205887, + 0.026559486985206604 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.009775268845260143 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, wide-angle shot captures a scene of apocalyptic chaos, rendered entirely in a chaotic splatter-art style. The sky is a turbulent canvas of exploding, abstracted colors, with violent splashes of fiery crimson, bruised violet, and acidic yellow colliding and bleeding into one another. From this maelstrom descends a massive tornado, not wind and dust, but a swirling vortex of thick, dark, moody paint; charcoal black and deep indigo form its funnel, while frantic, arcing white streaks hint at its terrifying speed. This massive form descends directly upon a magnificent mansion, its ornate, multi-towered structure being actively demolished. The structure itself is deconstructed into frantic, violent drips and splashes, becoming one with the storm, with entire sections of the roof rendered as shattered shards of black paint, hurled upward into the swirling vortex. The scene is a symphony of destruction, the solid form of the ornate building dissolving under the assault, creating an overwhelming atmosphere of pure, unrestrained power and expressionistic terror.", + "seed": 11052, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_5/index_5680_seed_11052_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.19194828402251005, + "vlm_logprob": -0.19194828402251005, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.19194828402251005, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.322602778673172 + ], + "opposite_logprob_tokens": [ + -1.4476027488708496 + ], + "logprob_reward": -0.322602778673172, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.322602778673172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21317079663276672, + 0.13302576541900635, + 0.05496253818273544, + 0.04568818211555481, + 0.13250744342803955, + 0.035824455320835114, + 0.1062483862042427, + 0.04662888124585152, + 0.16414672136306763, + 0.06779677420854568 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.322602778673172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014226679690182209 + ], + "opposite_logprob_tokens": [ + -4.264226913452148 + ], + "logprob_reward": -0.014226679690182209, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014226679690182209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.266662061214447, + 0.14900852739810944, + 0.09915780276060104, + 0.04292546585202217, + 0.05042277276515961, + 0.0837334468960762, + 0.13108740746974945, + 0.03445794805884361, + 0.0939236432313919, + 0.04862093925476074 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.014226679690182209 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811084106564522 + ], + "opposite_logprob_tokens": [ + -3.2881107330322266 + ], + "logprob_reward": -0.03811084106564522, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811084106564522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2774472236633301, + 0.08399104326963425, + 0.06313160806894302, + 0.07445202767848969, + 0.17239414155483246, + 0.05096219480037689, + 0.15294978022575378, + 0.02218421921133995, + 0.057197414338588715, + 0.04529035463929176 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.03811084106564522 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761592984199524 + ], + "opposite_logprob_tokens": [ + -0.8261592984199524 + ], + "logprob_reward": -0.5761592984199524, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761592984199524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20198799669742584, + 0.11215422302484512, + 0.06753529608249664, + 0.05861112102866173, + 0.22272221744060516, + 0.0709313452243805, + 0.08059333264827728, + 0.03565104678273201, + 0.061751507222652435, + 0.08806192874908447 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.5761592984199524 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641822263598442 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.008641822263598442, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641822263598442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2088424265384674, + 0.1326359659433365, + 0.08986474573612213, + 0.02978847734630108, + 0.07301635295152664, + 0.1749778687953949, + 0.10992535203695297, + 0.03628762066364288, + 0.07955776154994965, + 0.0651034489274025 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.008641822263598442 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, wide-angle shot captures a scene of apocalyptic chaos, rendered entirely in a chaotic splatter-art style. The sky is a turbulent canvas of exploding, abstracted colors, with violent splashes of fiery crimson, bruised violet, and acidic yellow colliding and bleeding into one another. From this maelstrom descends a massive tornado, not wind and dust, but a swirling vortex of thick, dark, moody paint; charcoal black and deep indigo form its funnel, while frantic, arcing white streaks hint at its terrifying speed. This massive form descends directly upon a magnificent mansion, its ornate, multi-towered structure being actively demolished. The structure itself is deconstructed into frantic, violent drips and splashes, becoming one with the storm, with entire sections of the roof rendered as shattered shards of black paint, hurled upward into the swirling vortex. The scene is a symphony of destruction, the solid form of the ornate building dissolving under the assault, creating an overwhelming atmosphere of pure, unrestrained power and expressionistic terror.", + "seed": 11053, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_5/index_5680_seed_11053_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.052213328704237935, + "vlm_logprob": -0.052213328704237935, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.052213328704237935, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22798439860343933 + ], + "opposite_logprob_tokens": [ + -1.8529844284057617 + ], + "logprob_reward": -0.22798439860343933, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.22798439860343933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12366705387830734, + 0.3527393639087677, + 0.15840961039066315, + 0.06813567876815796, + 0.15236562490463257, + 0.029743503779172897, + 0.011319290846586227, + 0.06005539000034332, + 0.022595571354031563, + 0.0209689661860466 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.22798439860343933 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007659352850168943 + ], + "opposite_logprob_tokens": [ + -4.882659435272217 + ], + "logprob_reward": -0.007659352850168943, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007659352850168943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49885204434394836, + 0.08250865340232849, + 0.1038648933172226, + 0.04397127032279968, + 0.043618325144052505, + 0.09611790627241135, + 0.027970435097813606, + 0.03132515028119087, + 0.01568532921373844, + 0.05608604475855827 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.007659352850168943 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254606619477272 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.01254606619477272, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254606619477272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.670926034450531, + 0.1834680587053299, + 0.03965305909514427, + 0.013137176632881165, + 0.025523222982883453, + 0.013751366175711155, + 0.009416666813194752, + 0.01859920844435692, + 0.014659052714705467, + 0.01086609810590744 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01254606619477272 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252490285784006 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.005252490285784006, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252490285784006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6437942981719971, + 0.10364951938390732, + 0.03373818099498749, + 0.046497054398059845, + 0.0634446069598198, + 0.009340133517980576, + 0.02079179137945175, + 0.04280026629567146, + 0.022002581506967545, + 0.013941623270511627 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.005252490285784006 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, static, and wide-angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a chaotic splatter-art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive tornado composed of thick dark paint (charcoal black and deep indigo) descending from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate multi-towered mansion visible being demolished by the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sections of the mansion's roof rendered as shattered shards of black paint hurled upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624335587024689 + ], + "opposite_logprob_tokens": [ + -4.88262414932251 + ], + "logprob_reward": -0.007624335587024689, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624335587024689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3818349540233612, + 0.20201309025287628, + 0.043885305523872375, + 0.03941193222999573, + 0.03829560428857803, + 0.058580704033374786, + 0.04308471828699112, + 0.10606195032596588, + 0.04429737478494644, + 0.04253431037068367 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.007624335587024689 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_6/index_tensor([4363, 4363])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_6/index_tensor([4363, 4363])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dfad0c0bf20521588e206854e575c2962924907c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_6/index_tensor([4363, 4363])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up focuses intently on the 5.25-inch drive bay of a black brushed metal desktop computer tower. As the drive's front panel door carefully slides open from the inside, a quiet internal whirring begins the operation. Then, with mechanical precision, a matte black plastic tray appears, sliding out smoothly and deliberately on its internal track. As it extends into the foreground, it reveals a pristine silver disc, perfectly nestled in its circular groove. Cool, direct light from an unseen source gleams on the disc's surface, creating brilliant mirror-like highlights and casting a rainbow-like sheen that dances across its data layer. The tray slides to a soft, definitive stop, fully emerging from the computer's chassis, giving the disc a sense of finality. The atmosphere is focused, the quiet, and satisfying mechanical function capturing the device's clean, precise engineering in a moment of silent operation.", + "seed": 21269, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_6/index_4363_seed_21269_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.019805470760911704, + "vlm_logprob": -0.019805470760911704, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.019805470760911704, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05740848928689957 + ], + "opposite_logprob_tokens": [ + -2.932408571243286 + ], + "logprob_reward": -0.05740848928689957, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05740848928689957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14529459178447723, + 0.1793840229511261, + 0.0861382707953453, + 0.10701070725917816, + 0.11635944247245789, + 0.027472810819745064, + 0.05751245468854904, + 0.15201669931411743, + 0.062070757150650024, + 0.06674013286828995 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.05740848928689957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005987327080219984 + ], + "opposite_logprob_tokens": [ + -5.130987167358398 + ], + "logprob_reward": -0.005987327080219984, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005987327080219984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1755722165107727, + 0.10560095310211182, + 0.1511528193950653, + 0.10568778961896896, + 0.10248526930809021, + 0.031078465282917023, + 0.09449536353349686, + 0.10049736499786377, + 0.062429364770650864, + 0.0710003525018692 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.005987327080219984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003619549795985222 + ], + "opposite_logprob_tokens": [ + -5.62861967086792 + ], + "logprob_reward": -0.003619549795985222, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003619549795985222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13602884113788605, + 0.11987320333719254, + 0.0477142408490181, + 0.06301577389240265, + 0.16221599280834198, + 0.048947226256132126, + 0.131702721118927, + 0.05979473516345024, + 0.13762961328029633, + 0.09307759255170822 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.003619549795985222 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002205798402428627 + ], + "opposite_logprob_tokens": [ + -6.127205848693848 + ], + "logprob_reward": -0.002205798402428627, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002205798402428627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11115036904811859, + 0.10521326959133148, + 0.05005284398794174, + 0.059275589883327484, + 0.1432187855243683, + 0.1149953156709671, + 0.0642688199877739, + 0.10338303446769714, + 0.09210874885320663, + 0.15633322298526764 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.002205798402428627 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029806189239025116 + ], + "opposite_logprob_tokens": [ + -3.529806137084961 + ], + "logprob_reward": -0.029806189239025116, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029806189239025116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10027564316987991, + 0.05335088074207306, + 0.050691984593868256, + 0.06250854581594467, + 0.07723232358694077, + 0.08109249919652939, + 0.06935161352157593, + 0.1222032979130745, + 0.31886163353919983, + 0.06443150341510773 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.029806189239025116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up focuses intently on the 5.25-inch drive bay of a black brushed metal desktop computer tower. As the drive's front panel door carefully slides open from the inside, a quiet internal whirring begins the operation. Then, with mechanical precision, a matte black plastic tray appears, sliding out smoothly and deliberately on its internal track. As it extends into the foreground, it reveals a pristine silver disc, perfectly nestled in its circular groove. Cool, direct light from an unseen source gleams on the disc's surface, creating brilliant mirror-like highlights and casting a rainbow-like sheen that dances across its data layer. The tray slides to a soft, definitive stop, fully emerging from the computer's chassis, giving the disc a sense of finality. The atmosphere is focused, the quiet, and satisfying mechanical function capturing the device's clean, precise engineering in a moment of silent operation.", + "seed": 21270, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_6/index_4363_seed_21270_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.00991927026771009, + "vlm_logprob": -0.00991927026771009, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.00991927026771009, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02549544721841812 + ], + "opposite_logprob_tokens": [ + -3.7754955291748047 + ], + "logprob_reward": -0.02549544721841812, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02549544721841812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0847097858786583, + 0.033999715000391006, + 0.7020466327667236, + 0.03303764387965202, + 0.03413493558764458, + 0.042340170592069626, + 0.025220971554517746, + 0.018334034830331802, + 0.013624834828078747, + 0.012551247142255306 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.02549544721841812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004132185596972704 + ], + "opposite_logprob_tokens": [ + -5.504132270812988 + ], + "logprob_reward": -0.004132185596972704, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004132185596972704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059834495186805725, + 0.11009590327739716, + 0.3380551338195801, + 0.0972789078950882, + 0.07339051365852356, + 0.10169997811317444, + 0.03497692570090294, + 0.10594253987073898, + 0.04750455170869827, + 0.031221013516187668 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.004132185596972704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260791163891554 + ], + "opposite_logprob_tokens": [ + -5.255260944366455 + ], + "logprob_reward": -0.005260791163891554, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260791163891554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07894470542669296, + 0.0679127648472786, + 0.16651426255702972, + 0.04374430328607559, + 0.1519642323255539, + 0.08879969269037247, + 0.03916151076555252, + 0.20213742554187775, + 0.09979742020368576, + 0.06102366000413895 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.005260791163891554 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036301210056990385 + ], + "opposite_logprob_tokens": [ + -5.6286301612854 + ], + "logprob_reward": -0.0036301210056990385, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036301210056990385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06921129673719406, + 0.09917240589857101, + 0.1848600208759308, + 0.12482559680938721, + 0.08861976116895676, + 0.08904889225959778, + 0.08274424821138382, + 0.1742648184299469, + 0.05101379379630089, + 0.03623918816447258 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.0036301210056990385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107780635356903 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.01107780635356903, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107780635356903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053901080042123795, + 0.05763823911547661, + 0.4371049702167511, + 0.05221295356750488, + 0.06018666923046112, + 0.07194824516773224, + 0.029018618166446686, + 0.11657490581274033, + 0.050534822046756744, + 0.07087947428226471 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.01107780635356903 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up focuses intently on the 5.25-inch drive bay of a black brushed metal desktop computer tower. As the drive's front panel door carefully slides open from the inside, a quiet internal whirring begins the operation. Then, with mechanical precision, a matte black plastic tray appears, sliding out smoothly and deliberately on its internal track. As it extends into the foreground, it reveals a pristine silver disc, perfectly nestled in its circular groove. Cool, direct light from an unseen source gleams on the disc's surface, creating brilliant mirror-like highlights and casting a rainbow-like sheen that dances across its data layer. The tray slides to a soft, definitive stop, fully emerging from the computer's chassis, giving the disc a sense of finality. The atmosphere is focused, the quiet, and satisfying mechanical function capturing the device's clean, precise engineering in a moment of silent operation.", + "seed": 21271, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_6/index_4363_seed_21271_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014744723634794354, + "vlm_logprob": -0.014744723634794354, + "vlm_yes_no_margin": 4.674999952316284, + "vlm_token_credit": -0.014744723634794354, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04029493033885956 + ], + "opposite_logprob_tokens": [ + -3.290294885635376 + ], + "logprob_reward": -0.04029493033885956, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04029493033885956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25990691781044006, + 0.10243258625268936, + 0.1195409744977951, + 0.05495541915297508, + 0.07770895212888718, + 0.08442691713571548, + 0.08192028105258942, + 0.13099032640457153, + 0.04501858353614807, + 0.043099042028188705 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.04029493033885956 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059943185187876225 + ], + "opposite_logprob_tokens": [ + -5.1309943199157715 + ], + "logprob_reward": -0.0059943185187876225, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059943185187876225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05559541657567024, + 0.125992089509964, + 0.2594458758831024, + 0.09101403504610062, + 0.11943496018648148, + 0.08957083523273468, + 0.07635476440191269, + 0.07803121209144592, + 0.04961087927222252, + 0.05494996905326843 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.0059943185187876225 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745661608874798 + ], + "opposite_logprob_tokens": [ + -5.0067458152771 + ], + "logprob_reward": -0.006745661608874798, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745661608874798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15289779007434845, + 0.08937199413776398, + 0.07881900668144226, + 0.09581854939460754, + 0.17470066249370575, + 0.11641029268503189, + 0.09876452386379242, + 0.0425955131649971, + 0.06471306830644608, + 0.08590851724147797 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.006745661608874798 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002498126355931163 + ], + "opposite_logprob_tokens": [ + -6.002498149871826 + ], + "logprob_reward": -0.002498126355931163, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002498126355931163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08676786720752716, + 0.08741241693496704, + 0.19550997018814087, + 0.05241376906633377, + 0.2005653977394104, + 0.0457402803003788, + 0.06757000088691711, + 0.11020961403846741, + 0.11269380152225494, + 0.04111691936850548 + ], + "top_frames": [ + 4, + 2, + 8 + ], + "selected_reward": -0.002498126355931163 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819058135151863 + ], + "opposite_logprob_tokens": [ + -4.018190383911133 + ], + "logprob_reward": -0.01819058135151863, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01819058135151863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1539355367422104, + 0.11273816972970963, + 0.06757518649101257, + 0.04520610347390175, + 0.23676837980747223, + 0.04947696998715401, + 0.07939494401216507, + 0.14712195098400116, + 0.06345020234584808, + 0.04433254525065422 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.01819058135151863 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up focuses intently on the 5.25-inch drive bay of a black brushed metal desktop computer tower. As the drive's front panel door carefully slides open from the inside, a quiet internal whirring begins the operation. Then, with mechanical precision, a matte black plastic tray appears, sliding out smoothly and deliberately on its internal track. As it extends into the foreground, it reveals a pristine silver disc, perfectly nestled in its circular groove. Cool, direct light from an unseen source gleams on the disc's surface, creating brilliant mirror-like highlights and casting a rainbow-like sheen that dances across its data layer. The tray slides to a soft, definitive stop, fully emerging from the computer's chassis, giving the disc a sense of finality. The atmosphere is focused, the quiet, and satisfying mechanical function capturing the device's clean, precise engineering in a moment of silent operation.", + "seed": 21272, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_6/index_4363_seed_21272_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.009811695688404143, + "vlm_logprob": -0.009811695688404143, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.009811695688404143, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023078298196196556 + ], + "opposite_logprob_tokens": [ + -3.898078203201294 + ], + "logprob_reward": -0.023078298196196556, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023078298196196556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1504204273223877, + 0.08865153044462204, + 0.17041239142417908, + 0.06978581845760345, + 0.17372886836528778, + 0.04479566588997841, + 0.07064090669155121, + 0.07442290335893631, + 0.02994825877249241, + 0.12719324231147766 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.023078298196196556 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036474622320383787 + ], + "opposite_logprob_tokens": [ + -5.628647327423096 + ], + "logprob_reward": -0.0036474622320383787, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036474622320383787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21074694395065308, + 0.12281724810600281, + 0.19239185750484467, + 0.09153328090906143, + 0.10438497364521027, + 0.08236279338598251, + 0.03493377938866615, + 0.02917487360537052, + 0.11372320353984833, + 0.01793103665113449 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0036474622320383787 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002200802555307746 + ], + "opposite_logprob_tokens": [ + -6.127200603485107 + ], + "logprob_reward": -0.002200802555307746, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002200802555307746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10672149807214737, + 0.055946607142686844, + 0.15849752724170685, + 0.060212332755327225, + 0.3040804862976074, + 0.13373810052871704, + 0.054376982152462006, + 0.04934212565422058, + 0.048326462507247925, + 0.028757840394973755 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.002200802555307746 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019478887552395463 + ], + "opposite_logprob_tokens": [ + -6.25194787979126 + ], + "logprob_reward": -0.0019478887552395463, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019478887552395463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13261964917182922, + 0.03938903287053108, + 0.05710824579000473, + 0.04975621774792671, + 0.14716078341007233, + 0.08938441425561905, + 0.05415220931172371, + 0.09387128800153732, + 0.10118033736944199, + 0.23537781834602356 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.0019478887552395463 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a black brushed metal desktop computer drive bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a matte black plastic tray slide out smoothly from the drive bay on an internal track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine silver disc visible nestled in the circular groove of the tray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the silver disc display brilliant mirror-like highlights and a rainbow-like sheen on its data layer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tray slide to a soft, definitive stop fully emerging from the computer's chassis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184026703238487 + ], + "opposite_logprob_tokens": [ + -4.018184185028076 + ], + "logprob_reward": -0.018184026703238487, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184026703238487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05122863128781319, + 0.0822247639298439, + 0.08533976972103119, + 0.06858062744140625, + 0.15127471089363098, + 0.11702168732881546, + 0.16508294641971588, + 0.07084660977125168, + 0.15583042800426483, + 0.052569810301065445 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.018184026703238487 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_7/index_tensor([1262, 1262])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_7/index_tensor([1262, 1262])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e18897b7cc4adf177f03c0d602720b711121a169 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_7/index_tensor([1262, 1262])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static shot, shot vertically from above, captures a classical woman in white, with a soft-focus, vintage film quality. Her long, lustrous black hair is meticulously tied into an elegant bun, secured with a simple wooden hairpin. A few strands brush against her cheeks as she moves. She is nestled deep within a tranquil, dense bamboo forest, her feet blanketed in a thick carpet of dry, yellowing bamboo leaves. She wears a flowing white, wide-sleeved kilt, the light silk material gleaming softly in the dappled light. She twirls effortlessly in place, her steps light and effortless, her toes tapping the fallen leaves almost silently. Her wide white sleeves unfurl as she spins, drawing a perfect circle on the ground, like a slowly blooming white lotus. Dappled sunlight filters through the lush green of the bamboo leaves overhead, casting ever-changing specks of light across her pure white dress and the leaf-strewn ground, intertwining with the shadows of the bamboo forest. The painting, set against a backdrop of emerald green and withered yellow, highlights the pure white of the central figure, creating a tranquil, ethereal, and poetic atmosphere of classical aesthetics.", + "seed": 33350, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_7/index_1262_seed_33350_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.307516204752028, + "vlm_logprob": -0.307516204752028, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.307516204752028, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4110937118530273 + ], + "opposite_logprob_tokens": [ + -0.28609368205070496 + ], + "logprob_reward": -1.4110937118530273, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4110937118530273, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.041058264672756195, + 0.033732566982507706, + 0.08080851286649704, + 0.33023801445961, + 0.06440340727567673, + 0.11207112669944763, + 0.23450814187526703, + 0.030696576461195946, + 0.03836356848478317, + 0.03411980718374252 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -1.4110937118530273 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023318937048316002 + ], + "opposite_logprob_tokens": [ + -3.7733190059661865 + ], + "logprob_reward": -0.023318937048316002, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023318937048316002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1479123830795288, + 0.044936902821063995, + 0.10454164445400238, + 0.304597407579422, + 0.05854111909866333, + 0.06296347081661224, + 0.17494690418243408, + 0.02200881578028202, + 0.051178447902202606, + 0.02837294712662697 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.023318937048316002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003815472126007 + ], + "opposite_logprob_tokens": [ + -2.695038080215454 + ], + "logprob_reward": -0.07003815472126007, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003815472126007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09055575728416443, + 0.02578887529671192, + 0.07217710465192795, + 0.4127494990825653, + 0.07180935144424438, + 0.15634691715240479, + 0.07647045701742172, + 0.013853700831532478, + 0.04077717661857605, + 0.03947117179632187 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.07003815472126007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543358840048313 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.012543358840048313, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543358840048313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028827540576457977, + 0.014383848756551743, + 0.023637162521481514, + 0.030859731137752533, + 0.04556557163596153, + 0.32057857513427734, + 0.41806864738464355, + 0.08427540957927704, + 0.01031045988202095, + 0.02349308878183365 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.012543358840048313 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586861297488213 + ], + "opposite_logprob_tokens": [ + -3.8955869674682617 + ], + "logprob_reward": -0.020586861297488213, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586861297488213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04256853833794594, + 0.020873934030532837, + 0.13651633262634277, + 0.3137829899787903, + 0.0693994015455246, + 0.13632316887378693, + 0.08899156749248505, + 0.04584639146924019, + 0.020484840497374535, + 0.12521284818649292 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.020586861297488213 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot vertically from above, captures a classical woman in white, with a soft-focus, vintage film quality. Her long, lustrous black hair is meticulously tied into an elegant bun, secured with a simple wooden hairpin. A few strands brush against her cheeks as she moves. She is nestled deep within a tranquil, dense bamboo forest, her feet blanketed in a thick carpet of dry, yellowing bamboo leaves. She wears a flowing white, wide-sleeved kilt, the light silk material gleaming softly in the dappled light. She twirls effortlessly in place, her steps light and effortless, her toes tapping the fallen leaves almost silently. Her wide white sleeves unfurl as she spins, drawing a perfect circle on the ground, like a slowly blooming white lotus. Dappled sunlight filters through the lush green of the bamboo leaves overhead, casting ever-changing specks of light across her pure white dress and the leaf-strewn ground, intertwining with the shadows of the bamboo forest. The painting, set against a backdrop of emerald green and withered yellow, highlights the pure white of the central figure, creating a tranquil, ethereal, and poetic atmosphere of classical aesthetics.", + "seed": 33351, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_7/index_1262_seed_33351_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22418084293603896, + "vlm_logprob": -0.22418084293603896, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.22418084293603896, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9843596816062927 + ], + "opposite_logprob_tokens": [ + -0.4843596816062927 + ], + "logprob_reward": -0.9843596816062927, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9843596816062927, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11653711646795273, + 0.09010972082614899, + 0.037538185715675354, + 0.0723840594291687, + 0.2450532168149948, + 0.056062400341033936, + 0.07066517323255539, + 0.11081709712743759, + 0.12318004667758942, + 0.07765300571918488 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.9843596816062927 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029836736619472504 + ], + "opposite_logprob_tokens": [ + -3.529836654663086 + ], + "logprob_reward": -0.029836736619472504, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029836736619472504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16411876678466797, + 0.05706567317247391, + 0.1812383532524109, + 0.02408481203019619, + 0.1994226723909378, + 0.02647947520017624, + 0.03085760585963726, + 0.1331692487001419, + 0.044063422828912735, + 0.13950002193450928 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.029836736619472504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004471123218536 + ], + "opposite_logprob_tokens": [ + -2.695044755935669 + ], + "logprob_reward": -0.07004471123218536, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004471123218536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11581035703420639, + 0.17774344980716705, + 0.02419186569750309, + 0.038062162697315216, + 0.3284791111946106, + 0.02399827167391777, + 0.015935905277729034, + 0.05606671795248985, + 0.08468496054410934, + 0.13502717018127441 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.07004471123218536 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075288876891136 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075288876891136, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075288876891136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18136067688465118, + 0.15160009264945984, + 0.05654989182949066, + 0.07635500282049179, + 0.16665641963481903, + 0.1598253697156906, + 0.06343536078929901, + 0.04370606318116188, + 0.037201035767793655, + 0.06331007927656174 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.016075288876891136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020587796345353127 + ], + "opposite_logprob_tokens": [ + -3.895587682723999 + ], + "logprob_reward": -0.020587796345353127, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020587796345353127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06892875581979752, + 0.14222988486289978, + 0.028247272595763206, + 0.023532774299383163, + 0.4528977870941162, + 0.039359040558338165, + 0.05211237818002701, + 0.10619458556175232, + 0.03983466699719429, + 0.04666280373930931 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.020587796345353127 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot vertically from above, captures a classical woman in white, with a soft-focus, vintage film quality. Her long, lustrous black hair is meticulously tied into an elegant bun, secured with a simple wooden hairpin. A few strands brush against her cheeks as she moves. She is nestled deep within a tranquil, dense bamboo forest, her feet blanketed in a thick carpet of dry, yellowing bamboo leaves. She wears a flowing white, wide-sleeved kilt, the light silk material gleaming softly in the dappled light. She twirls effortlessly in place, her steps light and effortless, her toes tapping the fallen leaves almost silently. Her wide white sleeves unfurl as she spins, drawing a perfect circle on the ground, like a slowly blooming white lotus. Dappled sunlight filters through the lush green of the bamboo leaves overhead, casting ever-changing specks of light across her pure white dress and the leaf-strewn ground, intertwining with the shadows of the bamboo forest. The painting, set against a backdrop of emerald green and withered yellow, highlights the pure white of the central figure, creating a tranquil, ethereal, and poetic atmosphere of classical aesthetics.", + "seed": 33352, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_7/index_1262_seed_33352_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.23787702918052672, + "vlm_logprob": -0.23787702918052672, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.23787702918052672, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0597702264785767 + ], + "opposite_logprob_tokens": [ + -0.43477022647857666 + ], + "logprob_reward": -1.0597702264785767, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0597702264785767, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17145781219005585, + 0.08007004857063293, + 0.02706577628850937, + 0.1150638684630394, + 0.03262978792190552, + 0.06562626361846924, + 0.03604823350906372, + 0.4079437851905823, + 0.030642161145806313, + 0.03345220163464546 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -1.0597702264785767 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026378706097602844 + ], + "opposite_logprob_tokens": [ + -3.651378631591797 + ], + "logprob_reward": -0.026378706097602844, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026378706097602844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1569526344537735, + 0.11691942065954208, + 0.11915677040815353, + 0.06245703622698784, + 0.05610768869519234, + 0.07709216326475143, + 0.04921570420265198, + 0.28282344341278076, + 0.04251011833548546, + 0.03676508367061615 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.026378706097602844 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205758452415466 + ], + "opposite_logprob_tokens": [ + -2.8120574951171875 + ], + "logprob_reward": -0.06205758452415466, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205758452415466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08536820113658905, + 0.25287675857543945, + 0.054738838225603104, + 0.0660184919834137, + 0.20671053230762482, + 0.043833814561367035, + 0.05312197282910347, + 0.1567826122045517, + 0.04308319836854935, + 0.03746560961008072 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.06205758452415466 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020591650158166885 + ], + "opposite_logprob_tokens": [ + -3.8955917358398438 + ], + "logprob_reward": -0.020591650158166885, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020591650158166885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1614372581243515, + 0.034727901220321655, + 0.1460501253604889, + 0.028870422393083572, + 0.13014495372772217, + 0.1576680690050125, + 0.05855118855834007, + 0.20001401007175446, + 0.04513932764530182, + 0.03739674761891365 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.020591650158166885 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586978644132614 + ], + "opposite_logprob_tokens": [ + -3.8955869674682617 + ], + "logprob_reward": -0.020586978644132614, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586978644132614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2342981994152069, + 0.06557492911815643, + 0.05067579075694084, + 0.0972200483083725, + 0.09200486540794373, + 0.048820916563272476, + 0.027026765048503876, + 0.27069994807243347, + 0.04043722152709961, + 0.07324128597974777 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.020586978644132614 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot vertically from above, captures a classical woman in white, with a soft-focus, vintage film quality. Her long, lustrous black hair is meticulously tied into an elegant bun, secured with a simple wooden hairpin. A few strands brush against her cheeks as she moves. She is nestled deep within a tranquil, dense bamboo forest, her feet blanketed in a thick carpet of dry, yellowing bamboo leaves. She wears a flowing white, wide-sleeved kilt, the light silk material gleaming softly in the dappled light. She twirls effortlessly in place, her steps light and effortless, her toes tapping the fallen leaves almost silently. Her wide white sleeves unfurl as she spins, drawing a perfect circle on the ground, like a slowly blooming white lotus. Dappled sunlight filters through the lush green of the bamboo leaves overhead, casting ever-changing specks of light across her pure white dress and the leaf-strewn ground, intertwining with the shadows of the bamboo forest. The painting, set against a backdrop of emerald green and withered yellow, highlights the pure white of the central figure, creating a tranquil, ethereal, and poetic atmosphere of classical aesthetics.", + "seed": 33353, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_7/index_1262_seed_33353_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06380625180900097, + "vlm_logprob": -0.06380625180900097, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.06380625180900097, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18350306153297424 + ], + "opposite_logprob_tokens": [ + -1.8085030317306519 + ], + "logprob_reward": -0.18350306153297424, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18350306153297424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14348579943180084, + 0.2150842398405075, + 0.030344652011990547, + 0.08467639982700348, + 0.05520549789071083, + 0.16682368516921997, + 0.12861265242099762, + 0.12584517896175385, + 0.028226368129253387, + 0.021695565432310104 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.18350306153297424 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038133446127176285 + ], + "opposite_logprob_tokens": [ + -3.288133382797241 + ], + "logprob_reward": -0.038133446127176285, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038133446127176285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11481151729822159, + 0.2830178737640381, + 0.03938572108745575, + 0.031048353761434555, + 0.07394371926784515, + 0.11566685140132904, + 0.1506611704826355, + 0.14585193991661072, + 0.027036407962441444, + 0.018576478585600853 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.038133446127176285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054967835545539856 + ], + "opposite_logprob_tokens": [ + -2.9299678802490234 + ], + "logprob_reward": -0.054967835545539856, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054967835545539856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1640041321516037, + 0.3183079659938812, + 0.07388905435800552, + 0.026900215074419975, + 0.04678809270262718, + 0.18153683841228485, + 0.06096362695097923, + 0.09343907982110977, + 0.015318922698497772, + 0.018852056935429573 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.054967835545539856 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635420672595501 + ], + "opposite_logprob_tokens": [ + -3.6513543128967285 + ], + "logprob_reward": -0.02635420672595501, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635420672595501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20769746601581573, + 0.2284848541021347, + 0.0909981057047844, + 0.018476497381925583, + 0.07403507828712463, + 0.0862451046705246, + 0.14749857783317566, + 0.11906851828098297, + 0.010893980041146278, + 0.016601791605353355 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.02635420672595501 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure a woman with long black hair tied in a bun secured by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a flowing white wide-sleeved kilt made of light silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a dense bamboo forest with dry yellowing leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman twirl in place while her sleeves unfurl in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607270911335945 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.01607270911335945, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607270911335945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04779539257287979, + 0.279621958732605, + 0.020554428920149803, + 0.07196315377950668, + 0.11837883293628693, + 0.2660166919231415, + 0.05355898663401604, + 0.11779288202524185, + 0.009263893589377403, + 0.015053779818117619 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.01607270911335945 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_8/index_tensor([7372, 7372])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_8/index_tensor([7372, 7372])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..912f22160a1c3e4b18987c30d9111773321c9f55 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_8/index_tensor([7372, 7372])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up triggers a slow, deliberate downward tilt, followed by a continuous shot of the action. The frame initially fills with a long, dagger-shaped icicle, its translucent crystal surface riddled with imperfections and containing tiny air bubbles, suspended from the weathered edge of a black asphalt shingle roof. Bright, low-angle winter sunlight bathes the scene, causing the icicle to glitter as it melts at its connection point. The camera meticulously captures the formation, expansion, and shedding of a droplet as the solid base visibly thins, transforming into a fragile, watery thread. As the connection inevitably weakens, a hairline crack suddenly appears at the top. With a silent, decisive snap, the icicle breaks under its own weight and separates from the roof. Pulled downward by gravity, it plummets, the camera tilting steadily downward to follow its descent against a blurred background. The icicle's fall reaches its peak as it makes contact with the frozen ground below, violently shattering into countless glittering crystal fragments and a mist of fine ice powder that catches the light, creating a brief, shimmering explosion that conveys a tranquil yet dramatic atmosphere of natural transition.", + "seed": 1338, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_8/index_7372_seed_1338_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09235989358276128, + "vlm_logprob": -0.09235989358276128, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.09235989358276128, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022790294140577316 + ], + "opposite_logprob_tokens": [ + -3.8977901935577393 + ], + "logprob_reward": -0.022790294140577316, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022790294140577316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08527814596891403, + 0.04847921058535576, + 0.05199535936117172, + 0.04064134880900383, + 0.10693097114562988, + 0.1128849908709526, + 0.15918900072574615, + 0.07035008072853088, + 0.10046656429767609, + 0.22378429770469666 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.022790294140577316 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012568079866468906 + ], + "opposite_logprob_tokens": [ + -4.38756799697876 + ], + "logprob_reward": -0.012568079866468906, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012568079866468906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10978061705827713, + 0.06030426174402237, + 0.0890171229839325, + 0.03734929487109184, + 0.061964720487594604, + 0.048764247447252274, + 0.0560871884226799, + 0.15056520700454712, + 0.19135120511054993, + 0.19481611251831055 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.012568079866468906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606649160385132 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.01606649160385132, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606649160385132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09937643259763718, + 0.057045403867959976, + 0.08913024514913559, + 0.08071636408567429, + 0.048957496881484985, + 0.07267487049102783, + 0.0769401341676712, + 0.15737569332122803, + 0.13882197439670563, + 0.1789613515138626 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.01606649160385132 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38707593083381653 + ], + "opposite_logprob_tokens": [ + -1.1370759010314941 + ], + "logprob_reward": -0.38707593083381653, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38707593083381653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08336483687162399, + 0.022213632240891457, + 0.07512108236551285, + 0.0777910053730011, + 0.05452016368508339, + 0.0677940770983696, + 0.1641085296869278, + 0.0798720046877861, + 0.11003861576318741, + 0.265175998210907 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.38707593083381653 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329867146909237 + ], + "opposite_logprob_tokens": [ + -3.773298740386963 + ], + "logprob_reward": -0.02329867146909237, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329867146909237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14762787520885468, + 0.05890394374728203, + 0.07465317100286484, + 0.025981614366173744, + 0.04859517514705658, + 0.10410428047180176, + 0.0686318650841713, + 0.14416086673736572, + 0.11365458369255066, + 0.21368663012981415 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.02329867146909237 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up triggers a slow, deliberate downward tilt, followed by a continuous shot of the action. The frame initially fills with a long, dagger-shaped icicle, its translucent crystal surface riddled with imperfections and containing tiny air bubbles, suspended from the weathered edge of a black asphalt shingle roof. Bright, low-angle winter sunlight bathes the scene, causing the icicle to glitter as it melts at its connection point. The camera meticulously captures the formation, expansion, and shedding of a droplet as the solid base visibly thins, transforming into a fragile, watery thread. As the connection inevitably weakens, a hairline crack suddenly appears at the top. With a silent, decisive snap, the icicle breaks under its own weight and separates from the roof. Pulled downward by gravity, it plummets, the camera tilting steadily downward to follow its descent against a blurred background. The icicle's fall reaches its peak as it makes contact with the frozen ground below, violently shattering into countless glittering crystal fragments and a mist of fine ice powder that catches the light, creating a brief, shimmering explosion that conveys a tranquil yet dramatic atmosphere of natural transition.", + "seed": 1339, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_8/index_7372_seed_1339_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014862242061644793, + "vlm_logprob": -0.014862242061644793, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.014862242061644793, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016634810715913773 + ], + "opposite_logprob_tokens": [ + -4.141634941101074 + ], + "logprob_reward": -0.016634810715913773, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016634810715913773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17424197494983673, + 0.03596014156937599, + 0.060053374618291855, + 0.17421892285346985, + 0.2869466245174408, + 0.06050536409020424, + 0.06386711448431015, + 0.049105484038591385, + 0.04845529422163963, + 0.04664572328329086 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.016634810715913773 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005267787724733353 + ], + "opposite_logprob_tokens": [ + -5.25526762008667 + ], + "logprob_reward": -0.005267787724733353, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005267787724733353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08666472136974335, + 0.041392646729946136, + 0.028521578758955002, + 0.03173494338989258, + 0.12406863272190094, + 0.052262309938669205, + 0.04392274469137192, + 0.1488642394542694, + 0.1509961485862732, + 0.29157203435897827 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.005267787724733353 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626583334058523 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626583334058523, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626583334058523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23130957782268524, + 0.06569190323352814, + 0.047153402119874954, + 0.03230557218194008, + 0.04092243313789368, + 0.07596185058355331, + 0.13096800446510315, + 0.22749917209148407, + 0.06128937378525734, + 0.08689875900745392 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.007626583334058523 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033698562532663345 + ], + "opposite_logprob_tokens": [ + -3.408698558807373 + ], + "logprob_reward": -0.033698562532663345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033698562532663345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05706343054771423, + 0.03742996230721474, + 0.026637274771928787, + 0.033525921404361725, + 0.05469329282641411, + 0.08284468948841095, + 0.0710982158780098, + 0.14263318479061127, + 0.19271764159202576, + 0.3013564348220825 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.033698562532663345 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083466000854969 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.011083466000854969, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083466000854969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20975850522518158, + 0.05099794641137123, + 0.1703038215637207, + 0.030149992555379868, + 0.22158555686473846, + 0.06893358379602432, + 0.06807117909193039, + 0.041438668966293335, + 0.05600404739379883, + 0.0827566534280777 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.011083466000854969 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up triggers a slow, deliberate downward tilt, followed by a continuous shot of the action. The frame initially fills with a long, dagger-shaped icicle, its translucent crystal surface riddled with imperfections and containing tiny air bubbles, suspended from the weathered edge of a black asphalt shingle roof. Bright, low-angle winter sunlight bathes the scene, causing the icicle to glitter as it melts at its connection point. The camera meticulously captures the formation, expansion, and shedding of a droplet as the solid base visibly thins, transforming into a fragile, watery thread. As the connection inevitably weakens, a hairline crack suddenly appears at the top. With a silent, decisive snap, the icicle breaks under its own weight and separates from the roof. Pulled downward by gravity, it plummets, the camera tilting steadily downward to follow its descent against a blurred background. The icicle's fall reaches its peak as it makes contact with the frozen ground below, violently shattering into countless glittering crystal fragments and a mist of fine ice powder that catches the light, creating a brief, shimmering explosion that conveys a tranquil yet dramatic atmosphere of natural transition.", + "seed": 1340, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_8/index_7372_seed_1340_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03526136679574847, + "vlm_logprob": -0.03526136679574847, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.03526136679574847, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017120545729994774 + ], + "opposite_logprob_tokens": [ + -4.142120361328125 + ], + "logprob_reward": -0.017120545729994774, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017120545729994774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14481309056282043, + 0.4011278748512268, + 0.032684072852134705, + 0.14267800748348236, + 0.058378733694553375, + 0.08053041994571686, + 0.02153143659234047, + 0.06086331233382225, + 0.026288261637091637, + 0.031104762107133865 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.017120545729994774 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008658486418426037 + ], + "opposite_logprob_tokens": [ + -4.758658409118652 + ], + "logprob_reward": -0.008658486418426037, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008658486418426037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14221110939979553, + 0.23488979041576385, + 0.02978884056210518, + 0.09210731089115143, + 0.05870538204908371, + 0.11813687533140182, + 0.04829056188464165, + 0.12005232274532318, + 0.10886482894420624, + 0.046952985227108 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.008658486418426037 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818847469985485 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.01818847469985485, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818847469985485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08159825950860977, + 0.24744443595409393, + 0.034524235874414444, + 0.09845438599586487, + 0.08721105754375458, + 0.06378735601902008, + 0.11035747081041336, + 0.21986758708953857, + 0.030587924644351006, + 0.026167232543230057 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.01818847469985485 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525747099891305 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.00525747099891305, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525747099891305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07960781455039978, + 0.16451244056224823, + 0.032306261360645294, + 0.07525104284286499, + 0.08389709144830704, + 0.05884208902716637, + 0.10178716480731964, + 0.23227553069591522, + 0.08482326567173004, + 0.0866973027586937 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.00525747099891305 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708185613155365 + ], + "opposite_logprob_tokens": [ + -2.127081871032715 + ], + "logprob_reward": -0.12708185613155365, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708185613155365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07467804104089737, + 0.12657961249351501, + 0.04713858291506767, + 0.3650972843170166, + 0.044580910354852676, + 0.07233332842588425, + 0.04438512399792671, + 0.1295655369758606, + 0.028913194313645363, + 0.06672839820384979 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.12708185613155365 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up triggers a slow, deliberate downward tilt, followed by a continuous shot of the action. The frame initially fills with a long, dagger-shaped icicle, its translucent crystal surface riddled with imperfections and containing tiny air bubbles, suspended from the weathered edge of a black asphalt shingle roof. Bright, low-angle winter sunlight bathes the scene, causing the icicle to glitter as it melts at its connection point. The camera meticulously captures the formation, expansion, and shedding of a droplet as the solid base visibly thins, transforming into a fragile, watery thread. As the connection inevitably weakens, a hairline crack suddenly appears at the top. With a silent, decisive snap, the icicle breaks under its own weight and separates from the roof. Pulled downward by gravity, it plummets, the camera tilting steadily downward to follow its descent against a blurred background. The icicle's fall reaches its peak as it makes contact with the frozen ground below, violently shattering into countless glittering crystal fragments and a mist of fine ice powder that catches the light, creating a brief, shimmering explosion that conveys a tranquil yet dramatic atmosphere of natural transition.", + "seed": 1341, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_8/index_7372_seed_1341_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.020328702218830586, + "vlm_logprob": -0.020328702218830586, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.020328702218830586, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022770950570702553 + ], + "opposite_logprob_tokens": [ + -3.897770881652832 + ], + "logprob_reward": -0.022770950570702553, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022770950570702553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07687673717737198, + 0.06692807376384735, + 0.09048439562320709, + 0.061480239033699036, + 0.06499749422073364, + 0.14854620397090912, + 0.3340882658958435, + 0.07684753835201263, + 0.04252025857567787, + 0.03723078593611717 + ], + "top_frames": [ + 6, + 5, + 2 + ], + "selected_reward": -0.022770950570702553 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008656594902276993 + ], + "opposite_logprob_tokens": [ + -4.7586565017700195 + ], + "logprob_reward": -0.008656594902276993, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008656594902276993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07662069797515869, + 0.07139787077903748, + 0.04969111084938049, + 0.045530468225479126, + 0.044352225959300995, + 0.24922454357147217, + 0.08677475154399872, + 0.09619788825511932, + 0.24188432097434998, + 0.038326114416122437 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.008656594902276993 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075449176132679 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075449176132679, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075449176132679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07915552705526352, + 0.054258912801742554, + 0.0462813675403595, + 0.0526193305850029, + 0.05260590836405754, + 0.3060036301612854, + 0.1250215470790863, + 0.21426673233509064, + 0.04026550427079201, + 0.029521601274609566 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.011075449176132679 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070948913693428 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.016070948913693428, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070948913693428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0393734946846962, + 0.0320759192109108, + 0.03961091861128807, + 0.025836266577243805, + 0.03420588746666908, + 0.10540962964296341, + 0.0891427993774414, + 0.17394082248210907, + 0.4329725503921509, + 0.02743164449930191 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.016070948913693428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a long, dagger-shaped icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible imperfections and tiny air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, deliberate downward tilt to follow the icicle's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the icicle break with a snap and shatter into fragments and ice powder upon hitting the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred during the camera's downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043069567531347275 + ], + "opposite_logprob_tokens": [ + -3.16806960105896 + ], + "logprob_reward": -0.043069567531347275, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043069567531347275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15492254495620728, + 0.04902898892760277, + 0.2501329183578491, + 0.04534948244690895, + 0.019993534311652184, + 0.10460519045591354, + 0.10879304260015488, + 0.10179149359464645, + 0.09894618391990662, + 0.06643657386302948 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.043069567531347275 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000153/group_0/index_9823_seed_31536_dp_0_rank_0_sample_0_slot_0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000153/group_0/index_9823_seed_31536_dp_0_rank_0_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a1a07c5fc6b78443392b995754dba04332a2228c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000153/group_0/index_9823_seed_31536_dp_0_rank_0_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version 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file mode 100644 index 0000000000000000000000000000000000000000..5de1a31fed8a8f16afe22a8df03662bfacb99de3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_0/index_tensor([6871, 6871])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic shot, beginning at eye level and rapidly zooming upwards to a bird's-eye view, perfectly captures a magical spectacle imbued with the mystical power of Eastern fantasy. At the outset, an ancient sword, gleaming with a cold gleam, hovers in the air, its blade engraved with intricate cloud patterns. As the camera zooms out, the sword, in a flash of dazzling light, instantly transforms into countless overlapping afterimages, ultimately solidifying into eight identical swords. With a piercing whistle, they descend from the sky with thunderous force, piercing the ground with unerring precision, surrounding the white-clad female warrior seated cross-legged at the center, forming a perfect Bagua formation. The female warrior is clad in a pure white silk robe, the sleeves embroidered with silver auspicious cloud patterns. Her cascading black hair, partly tied in a delicate bun, flutters gently in the surging currents of magic. Her face is cool and focused, her gaze fixed firmly on the horizon. Upon landing, the eight swords begin to spin synchronously at high speed, their blades slicing through the air, creating distinct vortices of white air. Immediately, dazzling blue lightning and energy streams burst forth from the blades. These energy streams rapidly intertwine and converge in mid-air, ultimately forming a vast, hemispherical, blue, transparent energy barrier. Countless tiny runes ripple across its surface, completely enveloping and protecting the female warrior. The entire scene is set on a mountaintop platform suspended above a sea of clouds, against a backdrop of swirling purple and deep blue clouds. The blue glow of the sword formation provides the sole source of light, casting sharp, dynamic shadows across the ancient stone floor. The overall scene is imbued with the rich textures of a xianxia film, with magnificent and majestic visuals, drawing heavily on the vibrant and imaginative Taoist special effects aesthetics of \"The Legend of Zu,\" creating an atmosphere of sacredness, solemnity, and power.", + "seed": 32862, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_0/index_6871_seed_32862_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05820362847298384, + "vlm_logprob": -0.05820362847298384, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.05820362847298384, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20332595705986023 + ], + "opposite_logprob_tokens": [ + -1.7033259868621826 + ], + "logprob_reward": -0.20332595705986023, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20332595705986023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09708260744810104, + 0.1444198042154312, + 0.12175624817609787, + 0.26556411385536194, + 0.0464249923825264, + 0.03890598192811012, + 0.0995674654841423, + 0.04378419369459152, + 0.11541011929512024, + 0.027084549888968468 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.20332595705986023 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421281136572361 + ], + "opposite_logprob_tokens": [ + -4.264212608337402 + ], + "logprob_reward": -0.01421281136572361, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421281136572361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17339053750038147, + 0.07619301974773407, + 0.18670156598091125, + 0.18621696531772614, + 0.032853566110134125, + 0.08888374269008636, + 0.057617802172899246, + 0.03872188180685043, + 0.12861397862434387, + 0.03080696240067482 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.01421281136572361 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868032783269882 + ], + "opposite_logprob_tokens": [ + -3.048680305480957 + ], + "logprob_reward": -0.04868032783269882, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868032783269882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09153319895267487, + 0.1355440616607666, + 0.08305578678846359, + 0.05332832783460617, + 0.03586181253194809, + 0.019561676308512688, + 0.32549601793289185, + 0.033254168927669525, + 0.18420833349227905, + 0.038156598806381226 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.04868032783269882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015138844028115273 + ], + "opposite_logprob_tokens": [ + -6.501513957977295 + ], + "logprob_reward": -0.0015138844028115273, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015138844028115273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08627709746360779, + 0.07591031491756439, + 0.09451381117105484, + 0.1908799707889557, + 0.027571305632591248, + 0.02178069017827511, + 0.14817498624324799, + 0.03257271647453308, + 0.20139074325561523, + 0.1209283247590065 + ], + "top_frames": [ + 8, + 3, + 6 + ], + "selected_reward": -0.0015138844028115273 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023285161703824997 + ], + "opposite_logprob_tokens": [ + -3.773285150527954 + ], + "logprob_reward": -0.023285161703824997, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023285161703824997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10651395469903946, + 0.11053105443716049, + 0.17665086686611176, + 0.21624797582626343, + 0.07553785294294357, + 0.03984992951154709, + 0.053020622581243515, + 0.05597788468003273, + 0.05326449126005173, + 0.11240527778863907 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.023285161703824997 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic shot, beginning at eye level and rapidly zooming upwards to a bird's-eye view, perfectly captures a magical spectacle imbued with the mystical power of Eastern fantasy. At the outset, an ancient sword, gleaming with a cold gleam, hovers in the air, its blade engraved with intricate cloud patterns. As the camera zooms out, the sword, in a flash of dazzling light, instantly transforms into countless overlapping afterimages, ultimately solidifying into eight identical swords. With a piercing whistle, they descend from the sky with thunderous force, piercing the ground with unerring precision, surrounding the white-clad female warrior seated cross-legged at the center, forming a perfect Bagua formation. The female warrior is clad in a pure white silk robe, the sleeves embroidered with silver auspicious cloud patterns. Her cascading black hair, partly tied in a delicate bun, flutters gently in the surging currents of magic. Her face is cool and focused, her gaze fixed firmly on the horizon. Upon landing, the eight swords begin to spin synchronously at high speed, their blades slicing through the air, creating distinct vortices of white air. Immediately, dazzling blue lightning and energy streams burst forth from the blades. These energy streams rapidly intertwine and converge in mid-air, ultimately forming a vast, hemispherical, blue, transparent energy barrier. Countless tiny runes ripple across its surface, completely enveloping and protecting the female warrior. The entire scene is set on a mountaintop platform suspended above a sea of clouds, against a backdrop of swirling purple and deep blue clouds. The blue glow of the sword formation provides the sole source of light, casting sharp, dynamic shadows across the ancient stone floor. The overall scene is imbued with the rich textures of a xianxia film, with magnificent and majestic visuals, drawing heavily on the vibrant and imaginative Taoist special effects aesthetics of \"The Legend of Zu,\" creating an atmosphere of sacredness, solemnity, and power.", + "seed": 32863, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_0/index_6871_seed_32863_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04030119066592306, + "vlm_logprob": -0.04030119066592306, + "vlm_yes_no_margin": 4.199999976158142, + "vlm_token_credit": -0.04030119066592306, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14344532787799835 + ], + "opposite_logprob_tokens": [ + -2.0184452533721924 + ], + "logprob_reward": -0.14344532787799835, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14344532787799835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08895868808031082, + 0.05334659665822983, + 0.11030340194702148, + 0.03905457258224487, + 0.1166578084230423, + 0.36323660612106323, + 0.031892161816358566, + 0.1260494887828827, + 0.042588330805301666, + 0.027912268415093422 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.14344532787799835 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649386465549469 + ], + "opposite_logprob_tokens": [ + -4.7586493492126465 + ], + "logprob_reward": -0.008649386465549469, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649386465549469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10686802864074707, + 0.0651172623038292, + 0.08652160316705704, + 0.14979414641857147, + 0.12487567961215973, + 0.23215936124324799, + 0.07521115243434906, + 0.05559215322136879, + 0.0726732388138771, + 0.03118741139769554 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.008649386465549469 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812197223305702 + ], + "opposite_logprob_tokens": [ + -3.2881219387054443 + ], + "logprob_reward": -0.03812197223305702, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812197223305702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06145596504211426, + 0.06819984316825867, + 0.06037209555506706, + 0.036720845848321915, + 0.03559695929288864, + 0.21077829599380493, + 0.03539378196001053, + 0.22358129918575287, + 0.05301893502473831, + 0.21488197147846222 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.03812197223305702 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015132891712710261 + ], + "opposite_logprob_tokens": [ + -6.501513481140137 + ], + "logprob_reward": -0.0015132891712710261, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015132891712710261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07131590694189072, + 0.031507767736911774, + 0.04207765683531761, + 0.020633308216929436, + 0.043922096490859985, + 0.3870304226875305, + 0.0347532294690609, + 0.16366073489189148, + 0.080965057015419, + 0.12413381785154343 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.0015132891712710261 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775977581739426 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009775977581739426, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775977581739426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06630279123783112, + 0.06691790372133255, + 0.20181606709957123, + 0.24978245794773102, + 0.035360727459192276, + 0.11693467199802399, + 0.05643477663397789, + 0.12266509234905243, + 0.032880667597055435, + 0.050904855132102966 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.009775977581739426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic shot, beginning at eye level and rapidly zooming upwards to a bird's-eye view, perfectly captures a magical spectacle imbued with the mystical power of Eastern fantasy. At the outset, an ancient sword, gleaming with a cold gleam, hovers in the air, its blade engraved with intricate cloud patterns. As the camera zooms out, the sword, in a flash of dazzling light, instantly transforms into countless overlapping afterimages, ultimately solidifying into eight identical swords. With a piercing whistle, they descend from the sky with thunderous force, piercing the ground with unerring precision, surrounding the white-clad female warrior seated cross-legged at the center, forming a perfect Bagua formation. The female warrior is clad in a pure white silk robe, the sleeves embroidered with silver auspicious cloud patterns. Her cascading black hair, partly tied in a delicate bun, flutters gently in the surging currents of magic. Her face is cool and focused, her gaze fixed firmly on the horizon. Upon landing, the eight swords begin to spin synchronously at high speed, their blades slicing through the air, creating distinct vortices of white air. Immediately, dazzling blue lightning and energy streams burst forth from the blades. These energy streams rapidly intertwine and converge in mid-air, ultimately forming a vast, hemispherical, blue, transparent energy barrier. Countless tiny runes ripple across its surface, completely enveloping and protecting the female warrior. The entire scene is set on a mountaintop platform suspended above a sea of clouds, against a backdrop of swirling purple and deep blue clouds. The blue glow of the sword formation provides the sole source of light, casting sharp, dynamic shadows across the ancient stone floor. The overall scene is imbued with the rich textures of a xianxia film, with magnificent and majestic visuals, drawing heavily on the vibrant and imaginative Taoist special effects aesthetics of \"The Legend of Zu,\" creating an atmosphere of sacredness, solemnity, and power.", + "seed": 32864, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_0/index_6871_seed_32864_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07701884140260518, + "vlm_logprob": -0.07701884140260518, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.07701884140260518, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31488287448883057 + ], + "opposite_logprob_tokens": [ + -1.3148828744888306 + ], + "logprob_reward": -0.31488287448883057, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31488287448883057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1404375433921814, + 0.1698577105998993, + 0.08964819461107254, + 0.025388404726982117, + 0.04759959504008293, + 0.13344314694404602, + 0.03126539662480354, + 0.24725914001464844, + 0.07922332733869553, + 0.035877592861652374 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.31488287448883057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00764421047642827 + ], + "opposite_logprob_tokens": [ + -4.882644176483154 + ], + "logprob_reward": -0.00764421047642827, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00764421047642827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2503850758075714, + 0.26545754075050354, + 0.12896166741847992, + 0.06114456057548523, + 0.033837832510471344, + 0.06709867715835571, + 0.031883355230093, + 0.07084092497825623, + 0.031961601227521896, + 0.05842873826622963 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.00764421047642827 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048691000789403915 + ], + "opposite_logprob_tokens": [ + -3.0486910343170166 + ], + "logprob_reward": -0.048691000789403915, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048691000789403915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18612614274024963, + 0.08796960115432739, + 0.10612572729587555, + 0.05368205904960632, + 0.04192245379090309, + 0.09169404208660126, + 0.04819595068693161, + 0.19976969063282013, + 0.06770585477352142, + 0.1168084591627121 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.048691000789403915 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013378250878304243 + ], + "opposite_logprob_tokens": [ + -6.626338005065918 + ], + "logprob_reward": -0.0013378250878304243, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013378250878304243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17475414276123047, + 0.08100634813308716, + 0.06230996176600456, + 0.06952086836099625, + 0.08390137553215027, + 0.1494113653898239, + 0.07164760679006577, + 0.11722967773675919, + 0.1142701730132103, + 0.07594845443964005 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.0013378250878304243 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538296170532703 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538296170532703, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538296170532703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2380223423242569, + 0.1581241935491562, + 0.135762020945549, + 0.092766173183918, + 0.04192502424120903, + 0.13417518138885498, + 0.026601577177643776, + 0.07905704528093338, + 0.05605003982782364, + 0.03751642629504204 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012538296170532703 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic shot, beginning at eye level and rapidly zooming upwards to a bird's-eye view, perfectly captures a magical spectacle imbued with the mystical power of Eastern fantasy. At the outset, an ancient sword, gleaming with a cold gleam, hovers in the air, its blade engraved with intricate cloud patterns. As the camera zooms out, the sword, in a flash of dazzling light, instantly transforms into countless overlapping afterimages, ultimately solidifying into eight identical swords. With a piercing whistle, they descend from the sky with thunderous force, piercing the ground with unerring precision, surrounding the white-clad female warrior seated cross-legged at the center, forming a perfect Bagua formation. The female warrior is clad in a pure white silk robe, the sleeves embroidered with silver auspicious cloud patterns. Her cascading black hair, partly tied in a delicate bun, flutters gently in the surging currents of magic. Her face is cool and focused, her gaze fixed firmly on the horizon. Upon landing, the eight swords begin to spin synchronously at high speed, their blades slicing through the air, creating distinct vortices of white air. Immediately, dazzling blue lightning and energy streams burst forth from the blades. These energy streams rapidly intertwine and converge in mid-air, ultimately forming a vast, hemispherical, blue, transparent energy barrier. Countless tiny runes ripple across its surface, completely enveloping and protecting the female warrior. The entire scene is set on a mountaintop platform suspended above a sea of clouds, against a backdrop of swirling purple and deep blue clouds. The blue glow of the sword formation provides the sole source of light, casting sharp, dynamic shadows across the ancient stone floor. The overall scene is imbued with the rich textures of a xianxia film, with magnificent and majestic visuals, drawing heavily on the vibrant and imaginative Taoist special effects aesthetics of \"The Legend of Zu,\" creating an atmosphere of sacredness, solemnity, and power.", + "seed": 32865, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_0/index_6871_seed_32865_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06713583106175065, + "vlm_logprob": -0.06713583106175065, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.06713583106175065, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2818194329738617 + ], + "opposite_logprob_tokens": [ + -1.406819462776184 + ], + "logprob_reward": -0.2818194329738617, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2818194329738617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10309863090515137, + 0.22688555717468262, + 0.020983416587114334, + 0.05340263992547989, + 0.11973851174116135, + 0.08434674143791199, + 0.07170988619327545, + 0.09761004894971848, + 0.18877141177654266, + 0.03345315530896187 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.2818194329738617 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036264387890696526 + ], + "opposite_logprob_tokens": [ + -5.628626346588135 + ], + "logprob_reward": -0.0036264387890696526, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036264387890696526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09919275343418121, + 0.1293468475341797, + 0.05161300674080849, + 0.19675135612487793, + 0.20195019245147705, + 0.09662709385156631, + 0.04377865791320801, + 0.10710485279560089, + 0.045069754123687744, + 0.028565503656864166 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.0036264387890696526 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812025114893913 + ], + "opposite_logprob_tokens": [ + -3.2881202697753906 + ], + "logprob_reward": -0.03812025114893913, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812025114893913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11735013872385025, + 0.0864417552947998, + 0.11166994273662567, + 0.04351110756397247, + 0.0746583417057991, + 0.06801815330982208, + 0.12170148640871048, + 0.2570771872997284, + 0.08432512730360031, + 0.035246800631284714 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.03812025114893913 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010422994382679462 + ], + "opposite_logprob_tokens": [ + -6.876042366027832 + ], + "logprob_reward": -0.0010422994382679462, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010422994382679462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05976995453238487, + 0.03393995761871338, + 0.03480180725455284, + 0.060721397399902344, + 0.042043399065732956, + 0.06839560717344284, + 0.059757716953754425, + 0.15656355023384094, + 0.42123597860336304, + 0.06277067214250565 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.0010422994382679462 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at eye level and rapidly zoom upwards to a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white-clad female warrior seated cross-legged at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do eight identical swords descend from the sky and form a perfect Bagua formation around the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the swords spin synchronously to create a vast, hemispherical, blue, transparent energy barrier with tiny runes on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a mountaintop platform suspended above a sea of clouds with a backdrop of swirling purple and deep blue clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070732958614826 + ], + "opposite_logprob_tokens": [ + -4.511070728302002 + ], + "logprob_reward": -0.011070732958614826, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070732958614826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30963218212127686, + 0.0859234407544136, + 0.06974770873785019, + 0.27869555354118347, + 0.1206037849187851, + 0.06025677174329758, + 0.016745394095778465, + 0.0333334244787693, + 0.011844388209283352, + 0.01321735605597496 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.011070732958614826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_1/index_tensor([1491, 1491])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_1/index_tensor([1491, 1491])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cca26feb6c1f6414384001d52fbde3095533259d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_1/index_tensor([1491, 1491])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, telephoto lens, shot from above, focuses on the vast battlefield, where thick, blood-red clouds of smoke swirl and surge violently. As if imbued with life, the smoke begins to converge and swirl in a preternatural manner. From this amorphous chaos, a towering silhouette slowly sculpted by an invisible hand takes shape. The first thing to emerge is a general with a face as red as a date and a majestic expression. His signature narrow, phoenix-like eyes, half-closed, reveal a penetrating sharpness. His thick, ornate black beard flows gracefully through the air, a breathtaking display of grace. He clads in emerald green armor formed from condensed smoke, its intricate dragon patterns faintly visible in the dim light. In his muscular right hand, he clutches the legendary Blue Dragon Crescent Blade. The massive blade emanates a cold azure light, creating a stark contrast to the crimson clouds surrounding it. The compressed depth of field of the lens makes the outline of the battlefield below blurred, and only broken flags and sporadic beacons can be vaguely seen. The whole picture is full of epic solemnity and sacredness, as if a legendary god of war has descended at this moment, creating an awe-inspiring, almost static fantasy atmosphere.", + "seed": 4143, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_1/index_1491_seed_4143_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19695245737675576, + "vlm_logprob": -0.19695245737675576, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.19695245737675576, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9032793045043945 + ], + "opposite_logprob_tokens": [ + -0.5282793045043945 + ], + "logprob_reward": -0.9032793045043945, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9032793045043945, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15340960025787354, + 0.09671063721179962, + 0.08500714600086212, + 0.1077561303973198, + 0.18521080911159515, + 0.03618475794792175, + 0.057475026696920395, + 0.13942851126194, + 0.10842202603816986, + 0.03039531782269478 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.9032793045043945 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006758923642337322 + ], + "opposite_logprob_tokens": [ + -5.006758689880371 + ], + "logprob_reward": -0.006758923642337322, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006758923642337322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1528124064207077, + 0.16195067763328552, + 0.18491777777671814, + 0.27201297879219055, + 0.051244787871837616, + 0.025886453688144684, + 0.04857226833701134, + 0.052938804030418396, + 0.03623073175549507, + 0.013433079235255718 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.006758923642337322 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031923307105898857 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031923307105898857, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031923307105898857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0958169624209404, + 0.1043022945523262, + 0.1705477386713028, + 0.09583430737257004, + 0.09761831164360046, + 0.042637899518013, + 0.025276504456996918, + 0.14276552200317383, + 0.1462813764810562, + 0.07891912758350372 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.0031923307105898857 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015143604250624776 + ], + "opposite_logprob_tokens": [ + -6.501514434814453 + ], + "logprob_reward": -0.0015143604250624776, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015143604250624776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.103596992790699, + 0.0673697367310524, + 0.18413282930850983, + 0.1885596364736557, + 0.12183346599340439, + 0.05062413215637207, + 0.046698424965143204, + 0.09112218022346497, + 0.09851992875337601, + 0.04754265397787094 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.0015143604250624776 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001736760139465 + ], + "opposite_logprob_tokens": [ + -2.6950173377990723 + ], + "logprob_reward": -0.07001736760139465, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001736760139465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2649141252040863, + 0.21332646906375885, + 0.05993044376373291, + 0.07949775457382202, + 0.03169551119208336, + 0.03546541556715965, + 0.045374225825071335, + 0.12290769070386887, + 0.11270857602357864, + 0.03417973965406418 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.07001736760139465 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, telephoto lens, shot from above, focuses on the vast battlefield, where thick, blood-red clouds of smoke swirl and surge violently. As if imbued with life, the smoke begins to converge and swirl in a preternatural manner. From this amorphous chaos, a towering silhouette slowly sculpted by an invisible hand takes shape. The first thing to emerge is a general with a face as red as a date and a majestic expression. His signature narrow, phoenix-like eyes, half-closed, reveal a penetrating sharpness. His thick, ornate black beard flows gracefully through the air, a breathtaking display of grace. He clads in emerald green armor formed from condensed smoke, its intricate dragon patterns faintly visible in the dim light. In his muscular right hand, he clutches the legendary Blue Dragon Crescent Blade. The massive blade emanates a cold azure light, creating a stark contrast to the crimson clouds surrounding it. The compressed depth of field of the lens makes the outline of the battlefield below blurred, and only broken flags and sporadic beacons can be vaguely seen. The whole picture is full of epic solemnity and sacredness, as if a legendary god of war has descended at this moment, creating an awe-inspiring, almost static fantasy atmosphere.", + "seed": 4144, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_1/index_1491_seed_4144_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.23704048302024602, + "vlm_logprob": -0.23704048302024602, + "vlm_yes_no_margin": 3.674999988079071, + "vlm_token_credit": -0.23704048302024602, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.138383150100708 + ], + "opposite_logprob_tokens": [ + -0.38838309049606323 + ], + "logprob_reward": -1.138383150100708, + "yes_no_margin_reward": -0.7500000596046448, + "token_credit_reward": -1.138383150100708, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5381516218185425, + 0.07298677414655685, + 0.04006971791386604, + 0.050997886806726456, + 0.06383804231882095, + 0.036921385675668716, + 0.09831983596086502, + 0.01978384144604206, + 0.058523792773485184, + 0.02040714956820011 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -1.138383150100708 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00765947112813592 + ], + "opposite_logprob_tokens": [ + -4.882659435272217 + ], + "logprob_reward": -0.00765947112813592, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00765947112813592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7163323760032654, + 0.11031918972730637, + 0.024359289556741714, + 0.024184450507164, + 0.024877076968550682, + 0.02045377530157566, + 0.02444600500166416, + 0.012277149595320225, + 0.023411914706230164, + 0.01933879591524601 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.00765947112813592 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040994188748300076 + ], + "opposite_logprob_tokens": [ + -5.504099369049072 + ], + "logprob_reward": -0.0040994188748300076, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040994188748300076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.707838237285614, + 0.02249728888273239, + 0.024640711024403572, + 0.023841815069317818, + 0.029115350916981697, + 0.022010255604982376, + 0.048616085201501846, + 0.06420575827360153, + 0.027076615020632744, + 0.03015795908868313 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0040994188748300076 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255573429167271 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.005255573429167271, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255573429167271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.566731870174408, + 0.03591816499829292, + 0.03212212026119232, + 0.03678057715296745, + 0.030432352796196938, + 0.10511910170316696, + 0.10389021784067154, + 0.04269484430551529, + 0.026718290522694588, + 0.019592488184571266 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.005255573429167271 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980480156838894 + ], + "opposite_logprob_tokens": [ + -3.5298047065734863 + ], + "logprob_reward": -0.02980480156838894, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980480156838894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6127669215202332, + 0.1276434063911438, + 0.027597757056355476, + 0.04662931710481644, + 0.03911302238702774, + 0.044331781566143036, + 0.04116151109337807, + 0.010081212036311626, + 0.029735688120126724, + 0.020939331501722336 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.02980480156838894 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, telephoto lens, shot from above, focuses on the vast battlefield, where thick, blood-red clouds of smoke swirl and surge violently. As if imbued with life, the smoke begins to converge and swirl in a preternatural manner. From this amorphous chaos, a towering silhouette slowly sculpted by an invisible hand takes shape. The first thing to emerge is a general with a face as red as a date and a majestic expression. His signature narrow, phoenix-like eyes, half-closed, reveal a penetrating sharpness. His thick, ornate black beard flows gracefully through the air, a breathtaking display of grace. He clads in emerald green armor formed from condensed smoke, its intricate dragon patterns faintly visible in the dim light. In his muscular right hand, he clutches the legendary Blue Dragon Crescent Blade. The massive blade emanates a cold azure light, creating a stark contrast to the crimson clouds surrounding it. The compressed depth of field of the lens makes the outline of the battlefield below blurred, and only broken flags and sporadic beacons can be vaguely seen. The whole picture is full of epic solemnity and sacredness, as if a legendary god of war has descended at this moment, creating an awe-inspiring, almost static fantasy atmosphere.", + "seed": 4145, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_1/index_1491_seed_4145_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2652843315154314, + "vlm_logprob": -0.2652843315154314, + "vlm_yes_no_margin": 2.575000011920929, + "vlm_token_credit": -0.2652843315154314, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0566394329071045 + ], + "opposite_logprob_tokens": [ + -0.43163949251174927 + ], + "logprob_reward": -1.0566394329071045, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0566394329071045, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13011802732944489, + 0.09049573540687561, + 0.05097856745123863, + 0.2606216371059418, + 0.05436714366078377, + 0.09426159411668777, + 0.06686428934335709, + 0.16720432043075562, + 0.05116882920265198, + 0.03391977399587631 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -1.0566394329071045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023334309458732605 + ], + "opposite_logprob_tokens": [ + -3.773334264755249 + ], + "logprob_reward": -0.023334309458732605, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023334309458732605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5556800365447998, + 0.05923821032047272, + 0.021079014986753464, + 0.1280592978000641, + 0.02814672142267227, + 0.020985880866646767, + 0.038774698972702026, + 0.1024802178144455, + 0.021388273686170578, + 0.02416767179965973 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.023334309458732605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0380992516875267 + ], + "opposite_logprob_tokens": [ + -3.2880992889404297 + ], + "logprob_reward": -0.0380992516875267, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0380992516875267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09586013108491898, + 0.0672600194811821, + 0.039333079010248184, + 0.144999161362648, + 0.06801106035709381, + 0.06875362992286682, + 0.15057267248630524, + 0.07438439130783081, + 0.09538198262453079, + 0.19544386863708496 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.0380992516875267 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744714453816414 + ], + "opposite_logprob_tokens": [ + -5.006744861602783 + ], + "logprob_reward": -0.006744714453816414, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744714453816414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07286674529314041, + 0.05852700024843216, + 0.026059040799736977, + 0.13591749966144562, + 0.05518023297190666, + 0.19025081396102905, + 0.05948352441191673, + 0.03740783780813217, + 0.1408466100692749, + 0.22346065938472748 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.006744714453816414 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016039490699768 + ], + "opposite_logprob_tokens": [ + -1.701603889465332 + ], + "logprob_reward": -0.2016039490699768, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016039490699768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1864231675863266, + 0.11263775080442429, + 0.05067865550518036, + 0.05796285346150398, + 0.07689392566680908, + 0.28283369541168213, + 0.0540640763938427, + 0.04762105643749237, + 0.06356746703386307, + 0.06731738895177841 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.2016039490699768 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, telephoto lens, shot from above, focuses on the vast battlefield, where thick, blood-red clouds of smoke swirl and surge violently. As if imbued with life, the smoke begins to converge and swirl in a preternatural manner. From this amorphous chaos, a towering silhouette slowly sculpted by an invisible hand takes shape. The first thing to emerge is a general with a face as red as a date and a majestic expression. His signature narrow, phoenix-like eyes, half-closed, reveal a penetrating sharpness. His thick, ornate black beard flows gracefully through the air, a breathtaking display of grace. He clads in emerald green armor formed from condensed smoke, its intricate dragon patterns faintly visible in the dim light. In his muscular right hand, he clutches the legendary Blue Dragon Crescent Blade. The massive blade emanates a cold azure light, creating a stark contrast to the crimson clouds surrounding it. The compressed depth of field of the lens makes the outline of the battlefield below blurred, and only broken flags and sporadic beacons can be vaguely seen. The whole picture is full of epic solemnity and sacredness, as if a legendary god of war has descended at this moment, creating an awe-inspiring, almost static fantasy atmosphere.", + "seed": 4146, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_1/index_1491_seed_4146_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.27847355529665946, + "vlm_logprob": -0.27847355529665946, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.27847355529665946, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.31464421749115 + ], + "opposite_logprob_tokens": [ + -0.3146441876888275 + ], + "logprob_reward": -1.31464421749115, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.31464421749115, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3502209186553955, + 0.14714384078979492, + 0.07957867532968521, + 0.027093203738331795, + 0.058007337152957916, + 0.06423921883106232, + 0.05626445263624191, + 0.06100153177976608, + 0.0412127710878849, + 0.11523798853158951 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -1.31464421749115 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005281780380755663 + ], + "opposite_logprob_tokens": [ + -5.255281925201416 + ], + "logprob_reward": -0.005281780380755663, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005281780380755663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14254966378211975, + 0.1257779896259308, + 0.0637878030538559, + 0.04639623686671257, + 0.21001501381397247, + 0.08227527141571045, + 0.053803861141204834, + 0.04186996817588806, + 0.04177983105182648, + 0.1917443573474884 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.005281780380755663 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020580556243658066 + ], + "opposite_logprob_tokens": [ + -3.895580530166626 + ], + "logprob_reward": -0.020580556243658066, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020580556243658066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13733839988708496, + 0.16997367143630981, + 0.09784849733114243, + 0.043488141149282455, + 0.2609837055206299, + 0.051784247159957886, + 0.047272101044654846, + 0.03560759872198105, + 0.054073266685009, + 0.10163036733865738 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.020580556243658066 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031956578604876995 + ], + "opposite_logprob_tokens": [ + -5.753195762634277 + ], + "logprob_reward": -0.0031956578604876995, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031956578604876995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1928025782108307, + 0.17733988165855408, + 0.04322942718863487, + 0.03259001672267914, + 0.025440147146582603, + 0.03940826281905174, + 0.07525566965341568, + 0.03745323419570923, + 0.09101397544145584, + 0.2854668200016022 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0031956578604876995 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle looking down at a battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thick blood-red clouds of smoke swirling and surging in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a general with a face as red as a date and a thick ornate black beard visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general wearing emerald green armor with faint dragon patterns and holding a blue glowing blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field compressed such that the battlefield background is blurred with only broken flags and beacons vaguely visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866556450724602 + ], + "opposite_logprob_tokens": [ + -3.0486655235290527 + ], + "logprob_reward": -0.04866556450724602, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866556450724602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3352142870426178, + 0.142904132604599, + 0.06891071051359177, + 0.040261104702949524, + 0.1306980848312378, + 0.1482021063566208, + 0.014693287201225758, + 0.06405508518218994, + 0.02519642747938633, + 0.029864799231290817 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.04866556450724602 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_10/index_tensor([7997, 7997])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_10/index_tensor([7997, 7997])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d6cfa7fa3041ea38d86710f6aad4661df0ae89ee --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_10/index_tensor([7997, 7997])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-definition, eye-level still shot captures the scene in a minimalist ink-wash style, subtly perceiving the delicate fibrous texture of the underlying rice paper. A long, serpentine, catfish-like creature rests motionless on the pale, sandy riverbed, its body conforming to the soft contours of the ground. The shot's intense detail renders subtle gradations of gray and deeply saturated black across its smooth skin with artistic precision, while its long, thin whiskers, delicately barbed, drift almost imperceptibly. Nearby, a sinuous seagrass reed, resembling bold calligraphy strokes, sways gently in an invisible current. A subtle, intermittent stream of small bubbles escapes the creature's gills, drifting slowly and deliberately upwards to disappear into the pale, empty water above, creating an atmosphere of tranquil and contemplative solitude.", + "seed": 12889, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_10/index_7997_seed_12889_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05366461733356118, + "vlm_logprob": -0.05366461733356118, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.05366461733356118, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006759752053767443 + ], + "opposite_logprob_tokens": [ + -5.1317596435546875 + ], + "logprob_reward": -0.006759752053767443, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006759752053767443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10855145007371902, + 0.1357698291540146, + 0.24772775173187256, + 0.05833681672811508, + 0.09223108738660812, + 0.04477221891283989, + 0.13207262754440308, + 0.07616376131772995, + 0.05677492171525955, + 0.04759950563311577 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.006759752053767443 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036215689033269882 + ], + "opposite_logprob_tokens": [ + -5.628621578216553 + ], + "logprob_reward": -0.0036215689033269882, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036215689033269882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20659658312797546, + 0.03936615213751793, + 0.13775016367435455, + 0.10601017624139786, + 0.14187127351760864, + 0.08200312405824661, + 0.0730876550078392, + 0.028925251215696335, + 0.08536306023597717, + 0.09902655333280563 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0036215689033269882 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201529324054718 + ], + "opposite_logprob_tokens": [ + -4.264201641082764 + ], + "logprob_reward": -0.014201529324054718, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201529324054718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2602502107620239, + 0.16994258761405945, + 0.16351746022701263, + 0.09647903591394424, + 0.07508932054042816, + 0.04797249287366867, + 0.05152904987335205, + 0.036791786551475525, + 0.03515399992465973, + 0.0632740780711174 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014201529324054718 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181568011641502 + ], + "opposite_logprob_tokens": [ + -4.018181800842285 + ], + "logprob_reward": -0.018181568011641502, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181568011641502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09054627269506454, + 0.06518588215112686, + 0.15747526288032532, + 0.14305350184440613, + 0.09941469132900238, + 0.08349020779132843, + 0.12409154325723648, + 0.10640107840299606, + 0.09142537415027618, + 0.03891623392701149 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.018181568011641502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555866837501526 + ], + "opposite_logprob_tokens": [ + -1.6005586385726929 + ], + "logprob_reward": -0.22555866837501526, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555866837501526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32633092999458313, + 0.06914865970611572, + 0.08109446614980698, + 0.09010699391365051, + 0.0637483298778534, + 0.10548403859138489, + 0.05673854425549507, + 0.07107727974653244, + 0.06880879402160645, + 0.06746190786361694 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.22555866837501526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-definition, eye-level still shot captures the scene in a minimalist ink-wash style, subtly perceiving the delicate fibrous texture of the underlying rice paper. A long, serpentine, catfish-like creature rests motionless on the pale, sandy riverbed, its body conforming to the soft contours of the ground. The shot's intense detail renders subtle gradations of gray and deeply saturated black across its smooth skin with artistic precision, while its long, thin whiskers, delicately barbed, drift almost imperceptibly. Nearby, a sinuous seagrass reed, resembling bold calligraphy strokes, sways gently in an invisible current. A subtle, intermittent stream of small bubbles escapes the creature's gills, drifting slowly and deliberately upwards to disappear into the pale, empty water above, creating an atmosphere of tranquil and contemplative solitude.", + "seed": 12890, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_10/index_7997_seed_12890_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06524246018379927, + "vlm_logprob": -0.06524246018379927, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.06524246018379927, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011719544418156147 + ], + "opposite_logprob_tokens": [ + -4.511719703674316 + ], + "logprob_reward": -0.011719544418156147, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011719544418156147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12160679697990417, + 0.130123570561409, + 0.08338714390993118, + 0.1713305413722992, + 0.08195977658033371, + 0.06371448189020157, + 0.09072471410036087, + 0.08080220222473145, + 0.060502734035253525, + 0.11584803462028503 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.011719544418156147 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012561487965285778 + ], + "opposite_logprob_tokens": [ + -4.387561321258545 + ], + "logprob_reward": -0.012561487965285778, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012561487965285778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11457153409719467, + 0.17717872560024261, + 0.05795154348015785, + 0.14813858270645142, + 0.054528556764125824, + 0.03660092502832413, + 0.07701367884874344, + 0.04716105759143829, + 0.1554972380399704, + 0.13135813176631927 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.012561487965285778 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310016706585884 + ], + "opposite_logprob_tokens": [ + -3.168100118637085 + ], + "logprob_reward": -0.04310016706585884, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310016706585884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22808218002319336, + 0.1046648845076561, + 0.06075644493103027, + 0.16876310110092163, + 0.04927065968513489, + 0.047445397824048996, + 0.05738961696624756, + 0.0845862627029419, + 0.0945536270737648, + 0.104487843811512 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.04310016706585884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067379651591181755 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.0067379651591181755, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067379651591181755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18577025830745697, + 0.06712964177131653, + 0.030138036236166954, + 0.13199172914028168, + 0.030021194368600845, + 0.058370210230350494, + 0.05778033286333084, + 0.18541808426380157, + 0.07863970845937729, + 0.1747407764196396 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0067379651591181755 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520931363105774 + ], + "opposite_logprob_tokens": [ + -1.5020930767059326 + ], + "logprob_reward": -0.2520931363105774, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520931363105774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.316806435585022, + 0.05968015268445015, + 0.06568993628025055, + 0.09213433414697647, + 0.12118573486804962, + 0.052521105855703354, + 0.03513810411095619, + 0.11777326464653015, + 0.036137934774160385, + 0.10293301194906235 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.2520931363105774 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-definition, eye-level still shot captures the scene in a minimalist ink-wash style, subtly perceiving the delicate fibrous texture of the underlying rice paper. A long, serpentine, catfish-like creature rests motionless on the pale, sandy riverbed, its body conforming to the soft contours of the ground. The shot's intense detail renders subtle gradations of gray and deeply saturated black across its smooth skin with artistic precision, while its long, thin whiskers, delicately barbed, drift almost imperceptibly. Nearby, a sinuous seagrass reed, resembling bold calligraphy strokes, sways gently in an invisible current. A subtle, intermittent stream of small bubbles escapes the creature's gills, drifting slowly and deliberately upwards to disappear into the pale, empty water above, creating an atmosphere of tranquil and contemplative solitude.", + "seed": 12891, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_10/index_7997_seed_12891_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08045617416501046, + "vlm_logprob": -0.08045617416501046, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.08045617416501046, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018824029713869095 + ], + "opposite_logprob_tokens": [ + -4.018824100494385 + ], + "logprob_reward": -0.018824029713869095, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018824029713869095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17054909467697144, + 0.2143344283103943, + 0.09329777210950851, + 0.09790333360433578, + 0.10019129514694214, + 0.06312674283981323, + 0.0742829218506813, + 0.09405416250228882, + 0.03385140001773834, + 0.05840880796313286 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.018824029713869095 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004404813051224 + ], + "opposite_logprob_tokens": [ + -2.6950440406799316 + ], + "logprob_reward": -0.07004404813051224, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004404813051224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10644133388996124, + 0.2200019359588623, + 0.052396759390830994, + 0.05757054314017296, + 0.05877768620848656, + 0.03889099881052971, + 0.06601155549287796, + 0.2656078040599823, + 0.0758315846323967, + 0.058469802141189575 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.07004404813051224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310130700469017 + ], + "opposite_logprob_tokens": [ + -3.1681013107299805 + ], + "logprob_reward": -0.04310130700469017, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310130700469017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09636141359806061, + 0.0998004898428917, + 0.0473162941634655, + 0.09099671989679337, + 0.04134315997362137, + 0.051756393164396286, + 0.03708185255527496, + 0.38227978348731995, + 0.08468791842460632, + 0.06837598979473114 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.04310130700469017 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818777248263359 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.01818777248263359, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818777248263359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10111653059720993, + 0.18109717965126038, + 0.13382111489772797, + 0.16230858862400055, + 0.10730473697185516, + 0.058516036719083786, + 0.039734017103910446, + 0.09071675688028336, + 0.05185415595769882, + 0.0735308825969696 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.01818777248263359 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25212371349334717 + ], + "opposite_logprob_tokens": [ + -1.5021237134933472 + ], + "logprob_reward": -0.25212371349334717, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25212371349334717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07335781306028366, + 0.1271105706691742, + 0.027063429355621338, + 0.20039145648479462, + 0.060834337025880814, + 0.025166189298033714, + 0.08169528841972351, + 0.324431836605072, + 0.043697383254766464, + 0.036251671612262726 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.25212371349334717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-definition, eye-level still shot captures the scene in a minimalist ink-wash style, subtly perceiving the delicate fibrous texture of the underlying rice paper. A long, serpentine, catfish-like creature rests motionless on the pale, sandy riverbed, its body conforming to the soft contours of the ground. The shot's intense detail renders subtle gradations of gray and deeply saturated black across its smooth skin with artistic precision, while its long, thin whiskers, delicately barbed, drift almost imperceptibly. Nearby, a sinuous seagrass reed, resembling bold calligraphy strokes, sways gently in an invisible current. A subtle, intermittent stream of small bubbles escapes the creature's gills, drifting slowly and deliberately upwards to disappear into the pale, empty water above, creating an atmosphere of tranquil and contemplative solitude.", + "seed": 12892, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_10/index_7997_seed_12892_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06629142295569182, + "vlm_logprob": -0.06629142295569182, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.06629142295569182, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023721463978290558 + ], + "opposite_logprob_tokens": [ + -3.77372145652771 + ], + "logprob_reward": -0.023721463978290558, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023721463978290558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21667739748954773, + 0.1285402476787567, + 0.048805251717567444, + 0.06311167031526566, + 0.12992988526821136, + 0.10779212415218353, + 0.058589912950992584, + 0.07408667355775833, + 0.058082807809114456, + 0.1143840029835701 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.023721463978290558 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086766608059406 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011086766608059406, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086766608059406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39830535650253296, + 0.09630580246448517, + 0.11474936455488205, + 0.08938358724117279, + 0.08075910061597824, + 0.06796793639659882, + 0.02708297409117222, + 0.05959303304553032, + 0.03922443464398384, + 0.026628337800502777 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.011086766608059406 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358501985669136 + ], + "opposite_logprob_tokens": [ + -3.6513586044311523 + ], + "logprob_reward": -0.026358501985669136, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358501985669136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20366433262825012, + 0.11074130237102509, + 0.05382026731967926, + 0.27689918875694275, + 0.04422222822904587, + 0.15541423857212067, + 0.0410095676779747, + 0.04444541409611702, + 0.037634190171957016, + 0.03214931860566139 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.026358501985669136 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183089792728424 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.018183089792728424, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183089792728424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16003793478012085, + 0.06534627825021744, + 0.06741657108068466, + 0.5258435606956482, + 0.04747643694281578, + 0.03362778201699257, + 0.020704608410596848, + 0.032040636986494064, + 0.021908219903707504, + 0.025598011910915375 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.018183089792728424 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a minimalist ink-wash style with a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, serpentine, catfish-like creature visible resting on a pale, sandy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have long, thin, delicately barbed whiskers that drift almost imperceptibly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sinuous seagrass reed resembling bold calligraphy strokes swaying gently nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small bubbles escaping the creature's gills and drifting slowly upwards into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25210729241371155 + ], + "opposite_logprob_tokens": [ + -1.5021072626113892 + ], + "logprob_reward": -0.25210729241371155, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25210729241371155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2381311058998108, + 0.044717200100421906, + 0.04586039483547211, + 0.12638594210147858, + 0.0737515464425087, + 0.19441412389278412, + 0.14413858950138092, + 0.05334768071770668, + 0.0333242304623127, + 0.045929230749607086 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.25210729241371155 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_11/index_tensor([6353, 6353])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_11/index_tensor([6353, 6353])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cf2e8239a313bd36e590070ebff47e52f38eefae --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_11/index_tensor([6353, 6353])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, smooth, 360-degree orbiting shot places the audience in an absolutely pitch-black, boundless void. An intense, concentrated, dramatic overhead light, like a stage spotlight, pierces this darkness vertically, creating a distinct, volumetric column of light. Within this column, countless tiny golden particles slowly drift. Rather than simply plummeting, they gracefully swirl and float through the air, as if drawn by an invisible breeze, creating a silent, stardust-like ballet. Each particle resembles a miniature diamond, varying in size and brightness. As they pass through the beam, their faceted structures capture and refract the dazzling light, creating a fleeting, dazzling starburst effect and subtle rainbow dispersions before the camera. As the camera rotates, the relationship between light and shadow shifts, with some particles illuminating momentarily upon entering the column and fading quietly into darkness upon exiting, creating a perpetually dynamic aesthetic. The main colors of the entire picture are deep black and warm and dazzling gold, creating a magical atmosphere that is mysterious, grand, peaceful and dreamy, perfectly capturing this cosmic dance carefully woven by light and shadow.", + "seed": 8899, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_11/index_6353_seed_8899_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -1.0885229047387839, + "vlm_logprob": -1.0885229047387839, + "vlm_yes_no_margin": 0.875, + "vlm_token_credit": -1.0885229047387839, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -4.387779235839844 + ], + "opposite_logprob_tokens": [ + -0.012779130600392818 + ], + "logprob_reward": -4.387779235839844, + "yes_no_margin_reward": -4.375, + "token_credit_reward": -4.387779235839844, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24099065363407135, + 0.10409644991159439, + 0.027993017807602882, + 0.07902207225561142, + 0.17419368028640747, + 0.09096356481313705, + 0.04089369997382164, + 0.06663042306900024, + 0.12779034674167633, + 0.04742606729269028 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -4.387779235839844 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0626639649271965 + ], + "opposite_logprob_tokens": [ + -2.812664031982422 + ], + "logprob_reward": -0.0626639649271965, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0626639649271965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16896827518939972, + 0.2490813136100769, + 0.043471939861774445, + 0.1959502100944519, + 0.08751462399959564, + 0.045856229960918427, + 0.04258018359541893, + 0.07356064766645432, + 0.0557505339384079, + 0.03726600855588913 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0626639649271965 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02342071942985058 + ], + "opposite_logprob_tokens": [ + -3.773420810699463 + ], + "logprob_reward": -0.02342071942985058, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02342071942985058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1369476318359375, + 0.08108164370059967, + 0.026342269033193588, + 0.046560853719711304, + 0.07882850617170334, + 0.04409128800034523, + 0.07364296913146973, + 0.365627646446228, + 0.09945889562368393, + 0.04741828143596649 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.02342071942985058 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0701252892613411 + ], + "opposite_logprob_tokens": [ + -2.6951253414154053 + ], + "logprob_reward": -0.0701252892613411, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0701252892613411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12917231023311615, + 0.0934177041053772, + 0.043058913201093674, + 0.05764223635196686, + 0.06267237663269043, + 0.07179006189107895, + 0.07522623986005783, + 0.2711220681667328, + 0.12771129608154297, + 0.06818685680627823 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.0701252892613411 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8986253142356873 + ], + "opposite_logprob_tokens": [ + -0.5236253142356873 + ], + "logprob_reward": -0.8986253142356873, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8986253142356873, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09385430812835693, + 0.028360489755868912, + 0.020750543102622032, + 0.02333078905940056, + 0.13133063912391663, + 0.2121332734823227, + 0.10655494779348373, + 0.18123170733451843, + 0.16106092929840088, + 0.04139237105846405 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.8986253142356873 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, smooth, 360-degree orbiting shot places the audience in an absolutely pitch-black, boundless void. An intense, concentrated, dramatic overhead light, like a stage spotlight, pierces this darkness vertically, creating a distinct, volumetric column of light. Within this column, countless tiny golden particles slowly drift. Rather than simply plummeting, they gracefully swirl and float through the air, as if drawn by an invisible breeze, creating a silent, stardust-like ballet. Each particle resembles a miniature diamond, varying in size and brightness. As they pass through the beam, their faceted structures capture and refract the dazzling light, creating a fleeting, dazzling starburst effect and subtle rainbow dispersions before the camera. As the camera rotates, the relationship between light and shadow shifts, with some particles illuminating momentarily upon entering the column and fading quietly into darkness upon exiting, creating a perpetually dynamic aesthetic. The main colors of the entire picture are deep black and warm and dazzling gold, creating a magical atmosphere that is mysterious, grand, peaceful and dreamy, perfectly capturing this cosmic dance carefully woven by light and shadow.", + "seed": 8900, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_11/index_6353_seed_8900_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -1.2642056450247765, + "vlm_logprob": -1.2642056450247765, + "vlm_yes_no_margin": 0.45, + "vlm_token_credit": -1.2642056450247765, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -5.131173610687256 + ], + "opposite_logprob_tokens": [ + -0.006173706613481045 + ], + "logprob_reward": -5.131173610687256, + "yes_no_margin_reward": -5.125, + "token_credit_reward": -5.131173610687256, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4157473146915436, + 0.01941060461103916, + 0.014944028109312057, + 0.013643931597471237, + 0.02363850362598896, + 0.015155971050262451, + 0.026429062709212303, + 0.19865868985652924, + 0.0862545296549797, + 0.18611733615398407 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -5.131173610687256 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07085740566253662 + ], + "opposite_logprob_tokens": [ + -2.695857524871826 + ], + "logprob_reward": -0.07085740566253662, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07085740566253662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35084542632102966, + 0.07121732085943222, + 0.022506993263959885, + 0.02534525841474533, + 0.020628998056054115, + 0.01437046192586422, + 0.024493491277098656, + 0.1921626627445221, + 0.1295383721590042, + 0.14889106154441833 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.07085740566253662 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05519494414329529 + ], + "opposite_logprob_tokens": [ + -2.930194854736328 + ], + "logprob_reward": -0.05519494414329529, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05519494414329529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32297050952911377, + 0.0716380849480629, + 0.031351763755083084, + 0.02239811047911644, + 0.024518482387065887, + 0.02869933284819126, + 0.05498465523123741, + 0.1536056399345398, + 0.1072598248720169, + 0.1825735867023468 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.05519494414329529 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08917751163244247 + ], + "opposite_logprob_tokens": [ + -2.4641776084899902 + ], + "logprob_reward": -0.08917751163244247, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08917751163244247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21685278415679932, + 0.16634181141853333, + 0.023854628205299377, + 0.014212082140147686, + 0.022952720522880554, + 0.03597072511911392, + 0.036009106785058975, + 0.046056147664785385, + 0.055935077369213104, + 0.38181498646736145 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.08917751163244247 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.974624752998352 + ], + "opposite_logprob_tokens": [ + -0.47462475299835205 + ], + "logprob_reward": -0.974624752998352, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.974624752998352, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14261510968208313, + 0.07697749882936478, + 0.03450232744216919, + 0.01682315208017826, + 0.02010314166545868, + 0.025819843634963036, + 0.07718071341514587, + 0.24083293974399567, + 0.2060951590538025, + 0.1590500921010971 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.974624752998352 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, smooth, 360-degree orbiting shot places the audience in an absolutely pitch-black, boundless void. An intense, concentrated, dramatic overhead light, like a stage spotlight, pierces this darkness vertically, creating a distinct, volumetric column of light. Within this column, countless tiny golden particles slowly drift. Rather than simply plummeting, they gracefully swirl and float through the air, as if drawn by an invisible breeze, creating a silent, stardust-like ballet. Each particle resembles a miniature diamond, varying in size and brightness. As they pass through the beam, their faceted structures capture and refract the dazzling light, creating a fleeting, dazzling starburst effect and subtle rainbow dispersions before the camera. As the camera rotates, the relationship between light and shadow shifts, with some particles illuminating momentarily upon entering the column and fading quietly into darkness upon exiting, creating a perpetually dynamic aesthetic. The main colors of the entire picture are deep black and warm and dazzling gold, creating a magical atmosphere that is mysterious, grand, peaceful and dreamy, perfectly capturing this cosmic dance carefully woven by light and shadow.", + "seed": 8901, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_11/index_6353_seed_8901_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5452869775705039, + "vlm_logprob": -0.5452869775705039, + "vlm_yes_no_margin": 2.299999988079071, + "vlm_token_credit": -0.5452869775705039, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.2385716438293457 + ], + "opposite_logprob_tokens": [ + -0.11357154697179794 + ], + "logprob_reward": -2.2385716438293457, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.2385716438293457, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05277927592396736, + 0.01800091750919819, + 0.7104336023330688, + 0.036479875445365906, + 0.05307767540216446, + 0.016598908230662346, + 0.011585142463445663, + 0.01921517588198185, + 0.04862488806247711, + 0.033204566687345505 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -2.2385716438293457 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011166932061314583 + ], + "opposite_logprob_tokens": [ + -4.511167049407959 + ], + "logprob_reward": -0.011166932061314583, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011166932061314583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1579771637916565, + 0.03660416230559349, + 0.6236531138420105, + 0.028254909440875053, + 0.0339743010699749, + 0.010249831713736057, + 0.010898317210376263, + 0.022570950910449028, + 0.04674302414059639, + 0.029074138030409813 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.011166932061314583 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004654407035559416 + ], + "opposite_logprob_tokens": [ + -5.379654407501221 + ], + "logprob_reward": -0.004654407035559416, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004654407035559416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03876816853880882, + 0.018908435478806496, + 0.791967511177063, + 0.035764724016189575, + 0.05122321471571922, + 0.01006225124001503, + 0.010843572206795216, + 0.019261334091424942, + 0.012483466416597366, + 0.01071729976683855 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.004654407035559416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307961463928223 + ], + "opposite_logprob_tokens": [ + -3.1680796146392822 + ], + "logprob_reward": -0.04307961463928223, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307961463928223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08202871680259705, + 0.01967163197696209, + 0.4115910530090332, + 0.08144435286521912, + 0.06917847692966461, + 0.020659277215600014, + 0.021724460646510124, + 0.021012721583247185, + 0.14789791405200958, + 0.12479140609502792 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.04307961463928223 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289622902870178 + ], + "opposite_logprob_tokens": [ + -1.053962230682373 + ], + "logprob_reward": -0.4289622902870178, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.4289622902870178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07697761803865433, + 0.04411249980330467, + 0.05098174512386322, + 0.2205229103565216, + 0.32805317640304565, + 0.04350491985678673, + 0.026240244507789612, + 0.040717050433158875, + 0.11704131960868835, + 0.05184852331876755 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.4289622902870178 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth, 360-degree orbiting shot places the audience in an absolutely pitch-black, boundless void. An intense, concentrated, dramatic overhead light, like a stage spotlight, pierces this darkness vertically, creating a distinct, volumetric column of light. Within this column, countless tiny golden particles slowly drift. Rather than simply plummeting, they gracefully swirl and float through the air, as if drawn by an invisible breeze, creating a silent, stardust-like ballet. Each particle resembles a miniature diamond, varying in size and brightness. As they pass through the beam, their faceted structures capture and refract the dazzling light, creating a fleeting, dazzling starburst effect and subtle rainbow dispersions before the camera. As the camera rotates, the relationship between light and shadow shifts, with some particles illuminating momentarily upon entering the column and fading quietly into darkness upon exiting, creating a perpetually dynamic aesthetic. The main colors of the entire picture are deep black and warm and dazzling gold, creating a magical atmosphere that is mysterious, grand, peaceful and dreamy, perfectly capturing this cosmic dance carefully woven by light and shadow.", + "seed": 8902, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_11/index_6353_seed_8902_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.7778016002848744, + "vlm_logprob": -0.7778016002848744, + "vlm_yes_no_margin": 1.7, + "vlm_token_credit": -0.7778016002848744, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.1684107780456543 + ], + "opposite_logprob_tokens": [ + -0.043410804122686386 + ], + "logprob_reward": -3.1684107780456543, + "yes_no_margin_reward": -3.125, + "token_credit_reward": -3.1684107780456543, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1760936826467514, + 0.04742911830544472, + 0.04150853678584099, + 0.0575663186609745, + 0.04971639811992645, + 0.036132875829935074, + 0.04130043089389801, + 0.12413007020950317, + 0.27355465292930603, + 0.15256790816783905 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -3.1684107780456543 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014409532770514488 + ], + "opposite_logprob_tokens": [ + -4.26440954208374 + ], + "logprob_reward": -0.014409532770514488, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014409532770514488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19690169394016266, + 0.06314429640769958, + 0.058711156249046326, + 0.0456978976726532, + 0.05616547912359238, + 0.04221031069755554, + 0.03420446440577507, + 0.08197954297065735, + 0.2452913522720337, + 0.17569376528263092 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.014409532770514488 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011122959665954113 + ], + "opposite_logprob_tokens": [ + -4.511123180389404 + ], + "logprob_reward": -0.011122959665954113, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011122959665954113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14306162297725677, + 0.04553274065256119, + 0.027059512212872505, + 0.07138866931200027, + 0.03888733312487602, + 0.03672490641474724, + 0.03092207759618759, + 0.1131555587053299, + 0.3317861258983612, + 0.16148144006729126 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.011122959665954113 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062100715935230255 + ], + "opposite_logprob_tokens": [ + -2.812100648880005 + ], + "logprob_reward": -0.062100715935230255, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062100715935230255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10640966892242432, + 0.04544901102781296, + 0.040506355464458466, + 0.08169657737016678, + 0.047773927450180054, + 0.07872217148542404, + 0.05503595247864723, + 0.19560404121875763, + 0.20220263302326202, + 0.14659972488880157 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.062100715935230255 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an intense overhead light source creating a distinct vertical volumetric column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless tiny golden particles drift and swirl within the light column?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles exhibit faceted structures that refract light into starburst effects and rainbow dispersions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.632964015007019 + ], + "opposite_logprob_tokens": [ + -0.757964015007019 + ], + "logprob_reward": -0.632964015007019, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.632964015007019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05223280191421509, + 0.03786981478333473, + 0.10236917436122894, + 0.11898840218782425, + 0.09806938469409943, + 0.1867983639240265, + 0.08110951632261276, + 0.1331486850976944, + 0.08057665824890137, + 0.10883719474077225 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.632964015007019 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_12/index_tensor([9420, 9420])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_12/index_tensor([9420, 9420])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6d0db927c8a57ca93cec1290e1393c7679abb09d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_12/index_tensor([9420, 9420])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic, low-angle, static shot frames a steel paperclip as it executes a perfect, steady gyroscopic motion, hovering above the smooth surface of a rain-soaked alley puddle. The polished metal in the clip, rendered in stunning high-contrast detail, captures the flickering neon signs of the surrounding dystopian cyberpunk cityscape, its curved bodies twisting vibrant hues of fuchsia, cyan, and deep blue into flowing, dancing streaks. The camera's low perspective emphasizes the impossible physics at play, placing the small, gleaming object against a backdrop of dark, wet asphalt and grimy, towering building facades, gently billowing with steam. A fine mist hangs in the air, suffused with the glaring glow of holographic advertisements, while the puddle below reflects the clip's silent, hypnotic gyrations, creating a surreal and captivating focal point within the gritty, oppressive urban environment, evoking an atmosphere of quiet mystery and technological wonder.", + "seed": 19561, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_12/index_9420_seed_19561_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06468041492626071, + "vlm_logprob": -0.06468041492626071, + "vlm_yes_no_margin": 3.049999976158142, + "vlm_token_credit": -0.06468041492626071, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044731274247169495 + ], + "opposite_logprob_tokens": [ + -3.169731378555298 + ], + "logprob_reward": -0.044731274247169495, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.044731274247169495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17323164641857147, + 0.04206487908959389, + 0.06638100743293762, + 0.11095354706048965, + 0.04969406500458717, + 0.07252582907676697, + 0.052271947264671326, + 0.053052548319101334, + 0.14993034303188324, + 0.22989422082901 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.044731274247169495 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498453602194786 + ], + "opposite_logprob_tokens": [ + -2.9299845695495605 + ], + "logprob_reward": -0.05498453602194786, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498453602194786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17593379318714142, + 0.04283885657787323, + 0.0557774119079113, + 0.16366736590862274, + 0.011292126961052418, + 0.09681934118270874, + 0.043642863631248474, + 0.035479698330163956, + 0.02830834686756134, + 0.3462402820587158 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.05498453602194786 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903128653764725 + ], + "opposite_logprob_tokens": [ + -2.464031219482422 + ], + "logprob_reward": -0.08903128653764725, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903128653764725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10258892923593521, + 0.03597740828990936, + 0.04157532751560211, + 0.2262197732925415, + 0.03676559776067734, + 0.055346693843603134, + 0.025484377518296242, + 0.007295244373381138, + 0.04760173335671425, + 0.42114490270614624 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.08903128653764725 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630014326423407 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007630014326423407, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630014326423407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06670881807804108, + 0.06803551316261292, + 0.11881396919488907, + 0.1789080649614334, + 0.1104411855340004, + 0.20423322916030884, + 0.055040352046489716, + 0.014317977242171764, + 0.10225067287683487, + 0.08125018328428268 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.007630014326423407 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702496349811554 + ], + "opposite_logprob_tokens": [ + -2.1270248889923096 + ], + "logprob_reward": -0.12702496349811554, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12702496349811554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19446630775928497, + 0.03700802102684975, + 0.050225742161273956, + 0.19668124616146088, + 0.019390452653169632, + 0.057050954550504684, + 0.03918275609612465, + 0.024120686575770378, + 0.025686513632535934, + 0.35618728399276733 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.12702496349811554 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, low-angle, static shot frames a steel paperclip as it executes a perfect, steady gyroscopic motion, hovering above the smooth surface of a rain-soaked alley puddle. The polished metal in the clip, rendered in stunning high-contrast detail, captures the flickering neon signs of the surrounding dystopian cyberpunk cityscape, its curved bodies twisting vibrant hues of fuchsia, cyan, and deep blue into flowing, dancing streaks. The camera's low perspective emphasizes the impossible physics at play, placing the small, gleaming object against a backdrop of dark, wet asphalt and grimy, towering building facades, gently billowing with steam. A fine mist hangs in the air, suffused with the glaring glow of holographic advertisements, while the puddle below reflects the clip's silent, hypnotic gyrations, creating a surreal and captivating focal point within the gritty, oppressive urban environment, evoking an atmosphere of quiet mystery and technological wonder.", + "seed": 19562, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_12/index_9420_seed_19562_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.052196981757879256, + "vlm_logprob": -0.052196981757879256, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.052196981757879256, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06351221352815628 + ], + "opposite_logprob_tokens": [ + -2.8135123252868652 + ], + "logprob_reward": -0.06351221352815628, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06351221352815628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08616971969604492, + 0.35401013493537903, + 0.19744233787059784, + 0.0972815603017807, + 0.023984583094716072, + 0.02509744092822075, + 0.020346200093626976, + 0.018697896972298622, + 0.13389678299427032, + 0.04307331144809723 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.06351221352815628 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549643374979496 + ], + "opposite_logprob_tokens": [ + -2.929964303970337 + ], + "logprob_reward": -0.0549643374979496, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549643374979496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23448362946510315, + 0.10933621972799301, + 0.16138134896755219, + 0.10640349984169006, + 0.07014910131692886, + 0.0621352382004261, + 0.03667237237095833, + 0.07781200110912323, + 0.06817977875471115, + 0.0734468474984169 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0549643374979496 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001236826181412 + ], + "opposite_logprob_tokens": [ + -2.695012331008911 + ], + "logprob_reward": -0.07001236826181412, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001236826181412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14398477971553802, + 0.29943573474884033, + 0.14126628637313843, + 0.11891257017850876, + 0.048333533108234406, + 0.030595622956752777, + 0.025442834943532944, + 0.04916533827781677, + 0.061010949313640594, + 0.08185230940580368 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.07001236826181412 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248873233795166 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.00248873233795166, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248873233795166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12905117869377136, + 0.21709206700325012, + 0.11151116341352463, + 0.1672302633523941, + 0.0580143928527832, + 0.04661596566438675, + 0.05769816413521767, + 0.04288912191987038, + 0.08230900764465332, + 0.08758870512247086 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.00248873233795166 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000725716352463 + ], + "opposite_logprob_tokens": [ + -2.69500732421875 + ], + "logprob_reward": -0.07000725716352463, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000725716352463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11530987918376923, + 0.3458988666534424, + 0.11717958748340607, + 0.15776968002319336, + 0.0490664541721344, + 0.019261842593550682, + 0.027684804052114487, + 0.019145408645272255, + 0.07721053808927536, + 0.07147295773029327 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.07000725716352463 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, low-angle, static shot frames a steel paperclip as it executes a perfect, steady gyroscopic motion, hovering above the smooth surface of a rain-soaked alley puddle. The polished metal in the clip, rendered in stunning high-contrast detail, captures the flickering neon signs of the surrounding dystopian cyberpunk cityscape, its curved bodies twisting vibrant hues of fuchsia, cyan, and deep blue into flowing, dancing streaks. The camera's low perspective emphasizes the impossible physics at play, placing the small, gleaming object against a backdrop of dark, wet asphalt and grimy, towering building facades, gently billowing with steam. A fine mist hangs in the air, suffused with the glaring glow of holographic advertisements, while the puddle below reflects the clip's silent, hypnotic gyrations, creating a surreal and captivating focal point within the gritty, oppressive urban environment, evoking an atmosphere of quiet mystery and technological wonder.", + "seed": 19563, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_12/index_9420_seed_19563_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.037505910033360124, + "vlm_logprob": -0.037505910033360124, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.037505910033360124, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0637078583240509 + ], + "opposite_logprob_tokens": [ + -2.8137078285217285 + ], + "logprob_reward": -0.0637078583240509, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0637078583240509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14846445620059967, + 0.08352230489253998, + 0.09763646870851517, + 0.07252566516399384, + 0.06943246722221375, + 0.24494214355945587, + 0.10973027348518372, + 0.05853230878710747, + 0.05118076875805855, + 0.06403318047523499 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.0637078583240509 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038117267191410065 + ], + "opposite_logprob_tokens": [ + -3.2881171703338623 + ], + "logprob_reward": -0.038117267191410065, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038117267191410065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0942469909787178, + 0.12240413576364517, + 0.13572435081005096, + 0.07762425392866135, + 0.09249662607908249, + 0.1403394639492035, + 0.05809209868311882, + 0.09877306967973709, + 0.04903559014201164, + 0.13126343488693237 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.038117267191410065 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190716668963432 + ], + "opposite_logprob_tokens": [ + -4.264190673828125 + ], + "logprob_reward": -0.014190716668963432, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190716668963432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13526350259780884, + 0.20024651288986206, + 0.0693041980266571, + 0.06409641355276108, + 0.11282383650541306, + 0.16358889639377594, + 0.020255448296666145, + 0.08513661473989487, + 0.10687489807605743, + 0.042409591376781464 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.014190716668963432 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015124559868127108 + ], + "opposite_logprob_tokens": [ + -6.50151252746582 + ], + "logprob_reward": -0.0015124559868127108, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015124559868127108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14779730141162872, + 0.10709145665168762, + 0.16330735385417938, + 0.07728824019432068, + 0.1200023740530014, + 0.08411489427089691, + 0.0684819296002388, + 0.04114691540598869, + 0.08973455429077148, + 0.10103492438793182 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0015124559868127108 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000125199556351 + ], + "opposite_logprob_tokens": [ + -2.6950013637542725 + ], + "logprob_reward": -0.07000125199556351, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000125199556351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0986533910036087, + 0.15454232692718506, + 0.27345556020736694, + 0.05443673953413963, + 0.0733775720000267, + 0.16368603706359863, + 0.031144388020038605, + 0.030861474573612213, + 0.07820684462785721, + 0.04163571074604988 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.07000125199556351 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, low-angle, static shot frames a steel paperclip as it executes a perfect, steady gyroscopic motion, hovering above the smooth surface of a rain-soaked alley puddle. The polished metal in the clip, rendered in stunning high-contrast detail, captures the flickering neon signs of the surrounding dystopian cyberpunk cityscape, its curved bodies twisting vibrant hues of fuchsia, cyan, and deep blue into flowing, dancing streaks. The camera's low perspective emphasizes the impossible physics at play, placing the small, gleaming object against a backdrop of dark, wet asphalt and grimy, towering building facades, gently billowing with steam. A fine mist hangs in the air, suffused with the glaring glow of holographic advertisements, while the puddle below reflects the clip's silent, hypnotic gyrations, creating a surreal and captivating focal point within the gritty, oppressive urban environment, evoking an atmosphere of quiet mystery and technological wonder.", + "seed": 19564, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_12/index_9420_seed_19564_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11708410116843879, + "vlm_logprob": -0.11708410116843879, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.11708410116843879, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07115887850522995 + ], + "opposite_logprob_tokens": [ + -2.6961588859558105 + ], + "logprob_reward": -0.07115887850522995, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07115887850522995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07804135978221893, + 0.040146417915821075, + 0.0585329495370388, + 0.026880111545324326, + 0.062231436371803284, + 0.10631009191274643, + 0.07378670573234558, + 0.27857327461242676, + 0.09082526713609695, + 0.18467238545417786 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.07115887850522995 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25210219621658325 + ], + "opposite_logprob_tokens": [ + -1.5021021366119385 + ], + "logprob_reward": -0.25210219621658325, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25210219621658325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05035034939646721, + 0.10907286405563354, + 0.08239345252513885, + 0.06502194702625275, + 0.03517059609293938, + 0.11011841893196106, + 0.043942008167505264, + 0.25670546293258667, + 0.048845041543245316, + 0.19837994873523712 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.25210219621658325 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034820675849915 + ], + "opposite_logprob_tokens": [ + -1.9103481769561768 + ], + "logprob_reward": -0.16034820675849915, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034820675849915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08738888800144196, + 0.12482164800167084, + 0.042284317314624786, + 0.06334106624126434, + 0.0976504534482956, + 0.42946404218673706, + 0.04442356899380684, + 0.04208841174840927, + 0.021529817953705788, + 0.04700779914855957 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.16034820675849915 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001513408264145255 + ], + "opposite_logprob_tokens": [ + -6.501513481140137 + ], + "logprob_reward": -0.001513408264145255, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001513408264145255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09565962851047516, + 0.10643098503351212, + 0.11800305545330048, + 0.05639036372303963, + 0.0717390850186348, + 0.29140251874923706, + 0.06089175119996071, + 0.14762118458747864, + 0.016855407506227493, + 0.0350060798227787 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.001513408264145255 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a steel paperclip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paperclip executing a steady gyroscopic motion while hovering above a puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a rain-soaked alley with dark wet asphalt and grimy towering building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dystopian cyberpunk cityscape with flickering neon signs in fuchsia, cyan, and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed from a low angle with a static camera position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029781609773636 + ], + "opposite_logprob_tokens": [ + -2.3502979278564453 + ], + "logprob_reward": -0.10029781609773636, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029781609773636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11253248900175095, + 0.06936802715063095, + 0.044791314750909805, + 0.06799708306789398, + 0.09641866385936737, + 0.17821906507015228, + 0.06292345374822617, + 0.08312546461820602, + 0.21800673007965088, + 0.06661774218082428 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.10029781609773636 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_13/index_tensor([5135, 5135])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_13/index_tensor([5135, 5135])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..25127874988771e2800de1a9507de507cb0f22ff --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_13/index_tensor([5135, 5135])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a low-angle shot, the camera smoothly and deliberately sliding from left to right, revealing a stunning concept sports car on display at a prestigious auto show. Perched on a minimalist, polished black circular platform, the car boasts an incredibly sleek silhouette, painted a deep Candy Apple Red with a flawless, mirror-like metallic finish. Bright, focused spotlights from overhead rigs traverse its aerodynamic curves, creating sharp, moving highlights and emphasizing its radical design, including a visible carbon fiber diffuser and large, intricate alloy wheels. The surroundings of the vast showroom, deliberately darker and cooler in tone, the blurred figures of attendees and the ambient glow of the exhibits in the distance create a sense of scale and excitement. The entire scene is imbued with an aura of avant-garde luxury and anticipation, the camera's reverent movements and the dramatic play of light and shadow working together to present the car not just as a machine but as a work of art.", + "seed": 8189, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_13/index_5135_seed_8189_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04765722812153399, + "vlm_logprob": -0.04765722812153399, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.04765722812153399, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06316601485013962 + ], + "opposite_logprob_tokens": [ + -3.9381659030914307 + ], + "logprob_reward": -0.06316601485013962, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.06316601485013962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03902532532811165, + 0.07595028728246689, + 0.00956726260483265, + 0.007682735566049814, + 0.7426348328590393, + 0.011799583211541176, + 0.01010824553668499, + 0.06292653828859329, + 0.009463215246796608, + 0.030841955915093422 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.06316601485013962 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037531197071075 + ], + "opposite_logprob_tokens": [ + -1.9103753566741943 + ], + "logprob_reward": -0.16037531197071075, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037531197071075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08486700803041458, + 0.16139529645442963, + 0.023194914683699608, + 0.026946047320961952, + 0.2776772081851959, + 0.028270173817873, + 0.0155154624953866, + 0.2736406624317169, + 0.02838660590350628, + 0.08010660856962204 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.16037531197071075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003623825730755925 + ], + "opposite_logprob_tokens": [ + -5.628623962402344 + ], + "logprob_reward": -0.003623825730755925, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003623825730755925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06439412385225296, + 0.11585038900375366, + 0.1559360772371292, + 0.033269982784986496, + 0.46779167652130127, + 0.014434240758419037, + 0.029605422168970108, + 0.09176353365182877, + 0.00856107659637928, + 0.01839350163936615 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.003623825730755925 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024898024275898933 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.0024898024275898933, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024898024275898933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15239927172660828, + 0.04103430360555649, + 0.03876485303044319, + 0.025999456644058228, + 0.366390198469162, + 0.018212925642728806, + 0.07026498019695282, + 0.1758064329624176, + 0.03168497979640961, + 0.0794425755739212 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.0024898024275898933 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631185628473759 + ], + "opposite_logprob_tokens": [ + -4.758631229400635 + ], + "logprob_reward": -0.008631185628473759, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631185628473759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08200997859239578, + 0.0645747110247612, + 0.014929118566215038, + 0.010009406134486198, + 0.44326919317245483, + 0.01937011443078518, + 0.15105542540550232, + 0.08912929892539978, + 0.06258190423250198, + 0.0630708709359169 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.008631185628473759 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a low-angle shot, the camera smoothly and deliberately sliding from left to right, revealing a stunning concept sports car on display at a prestigious auto show. Perched on a minimalist, polished black circular platform, the car boasts an incredibly sleek silhouette, painted a deep Candy Apple Red with a flawless, mirror-like metallic finish. Bright, focused spotlights from overhead rigs traverse its aerodynamic curves, creating sharp, moving highlights and emphasizing its radical design, including a visible carbon fiber diffuser and large, intricate alloy wheels. The surroundings of the vast showroom, deliberately darker and cooler in tone, the blurred figures of attendees and the ambient glow of the exhibits in the distance create a sense of scale and excitement. The entire scene is imbued with an aura of avant-garde luxury and anticipation, the camera's reverent movements and the dramatic play of light and shadow working together to present the car not just as a machine but as a work of art.", + "seed": 8190, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_13/index_5135_seed_8190_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06802502302452922, + "vlm_logprob": -0.06802502302452922, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.06802502302452922, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18638838827610016 + ], + "opposite_logprob_tokens": [ + -2.3113884925842285 + ], + "logprob_reward": -0.18638838827610016, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.18638838827610016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6048265099525452, + 0.05630140006542206, + 0.0388440266251564, + 0.036083754152059555, + 0.031947094947099686, + 0.028888661414384842, + 0.06719323247671127, + 0.0271169301122427, + 0.06389983743429184, + 0.04489854350686073 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.18638838827610016 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708216905593872 + ], + "opposite_logprob_tokens": [ + -2.127082109451294 + ], + "logprob_reward": -0.12708216905593872, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708216905593872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5390920042991638, + 0.028285162523388863, + 0.06426263600587845, + 0.04554781690239906, + 0.045463405549526215, + 0.027276409789919853, + 0.051987048238515854, + 0.04985219985246658, + 0.03597639873623848, + 0.11225688457489014 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.12708216905593872 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607481949031353 + ], + "opposite_logprob_tokens": [ + -4.1410746574401855 + ], + "logprob_reward": -0.01607481949031353, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607481949031353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19674241542816162, + 0.0630888119339943, + 0.05453936383128166, + 0.07729103416204453, + 0.11011718213558197, + 0.10704528540372849, + 0.1051727756857872, + 0.06818216294050217, + 0.11143944412469864, + 0.10638145357370377 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.01607481949031353 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639100283384323 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.004639100283384323, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639100283384323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4064626693725586, + 0.03989197313785553, + 0.05406639724969864, + 0.07017221301794052, + 0.05541446805000305, + 0.0845307856798172, + 0.12413685023784637, + 0.0870194137096405, + 0.024457914754748344, + 0.0538472943007946 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.004639100283384323 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005940638016909361 + ], + "opposite_logprob_tokens": [ + -5.1309404373168945 + ], + "logprob_reward": -0.005940638016909361, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005940638016909361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5824384689331055, + 0.017547806724905968, + 0.031137283891439438, + 0.06534545123577118, + 0.053071279078722, + 0.038893017917871475, + 0.08228199928998947, + 0.0669066533446312, + 0.030167728662490845, + 0.0322103388607502 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.005940638016909361 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a low-angle shot, the camera smoothly and deliberately sliding from left to right, revealing a stunning concept sports car on display at a prestigious auto show. Perched on a minimalist, polished black circular platform, the car boasts an incredibly sleek silhouette, painted a deep Candy Apple Red with a flawless, mirror-like metallic finish. Bright, focused spotlights from overhead rigs traverse its aerodynamic curves, creating sharp, moving highlights and emphasizing its radical design, including a visible carbon fiber diffuser and large, intricate alloy wheels. The surroundings of the vast showroom, deliberately darker and cooler in tone, the blurred figures of attendees and the ambient glow of the exhibits in the distance create a sense of scale and excitement. The entire scene is imbued with an aura of avant-garde luxury and anticipation, the camera's reverent movements and the dramatic play of light and shadow working together to present the car not just as a machine but as a work of art.", + "seed": 8191, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_13/index_5135_seed_8191_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06029768299777061, + "vlm_logprob": -0.06029768299777061, + "vlm_yes_no_margin": 4.525000023841858, + "vlm_token_credit": -0.06029768299777061, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1519879251718521 + ], + "opposite_logprob_tokens": [ + -2.4019880294799805 + ], + "logprob_reward": -0.1519879251718521, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1519879251718521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38014155626296997, + 0.08279288560152054, + 0.05522652342915535, + 0.05100879818201065, + 0.07252955436706543, + 0.03438447043299675, + 0.07450710237026215, + 0.05215906351804733, + 0.031124090775847435, + 0.16612596809864044 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.1519879251718521 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284789562225342 + ], + "opposite_logprob_tokens": [ + -2.017848014831543 + ], + "logprob_reward": -0.14284789562225342, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14284789562225342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3141973912715912, + 0.07265753298997879, + 0.06304962188005447, + 0.07064341753721237, + 0.18520691990852356, + 0.03437504172325134, + 0.06671667844057083, + 0.09163298457860947, + 0.0328700914978981, + 0.0686502605676651 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.14284789562225342 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002498364308848977 + ], + "opposite_logprob_tokens": [ + -6.002498149871826 + ], + "logprob_reward": -0.002498364308848977, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002498364308848977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1260025054216385, + 0.10688626766204834, + 0.11773286759853363, + 0.15354511141777039, + 0.07863661646842957, + 0.07609767466783524, + 0.057750627398490906, + 0.14600017666816711, + 0.05064856633543968, + 0.08669956773519516 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.002498364308848977 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013392536202445626 + ], + "opposite_logprob_tokens": [ + -6.626339435577393 + ], + "logprob_reward": -0.0013392536202445626, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013392536202445626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3276802599430084, + 0.1069924384355545, + 0.09792611747980118, + 0.15626466274261475, + 0.04172356799244881, + 0.05104084685444832, + 0.06616099178791046, + 0.05939057096838951, + 0.03986958786845207, + 0.05295095220208168 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0013392536202445626 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002814976265653968 + ], + "opposite_logprob_tokens": [ + -5.877814769744873 + ], + "logprob_reward": -0.002814976265653968, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002814976265653968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45903557538986206, + 0.05682621896266937, + 0.08665979653596878, + 0.13133788108825684, + 0.05871416628360748, + 0.02600967511534691, + 0.039899393916130066, + 0.05649004876613617, + 0.04012168571352959, + 0.04490560665726662 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.002814976265653968 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a low-angle shot, the camera smoothly and deliberately sliding from left to right, revealing a stunning concept sports car on display at a prestigious auto show. Perched on a minimalist, polished black circular platform, the car boasts an incredibly sleek silhouette, painted a deep Candy Apple Red with a flawless, mirror-like metallic finish. Bright, focused spotlights from overhead rigs traverse its aerodynamic curves, creating sharp, moving highlights and emphasizing its radical design, including a visible carbon fiber diffuser and large, intricate alloy wheels. The surroundings of the vast showroom, deliberately darker and cooler in tone, the blurred figures of attendees and the ambient glow of the exhibits in the distance create a sense of scale and excitement. The entire scene is imbued with an aura of avant-garde luxury and anticipation, the camera's reverent movements and the dramatic play of light and shadow working together to present the car not just as a machine but as a work of art.", + "seed": 8192, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_13/index_5135_seed_8192_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.050830943742766976, + "vlm_logprob": -0.050830943742766976, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.050830943742766976, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15858478844165802 + ], + "opposite_logprob_tokens": [ + -2.2835848331451416 + ], + "logprob_reward": -0.15858478844165802, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.15858478844165802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14595548808574677, + 0.10265885293483734, + 0.22343429923057556, + 0.27304741740226746, + 0.0692174956202507, + 0.05864069610834122, + 0.02758156880736351, + 0.03165864199399948, + 0.01864290051162243, + 0.049162622541189194 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.15858478844165802 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900552451610565 + ], + "opposite_logprob_tokens": [ + -2.579005479812622 + ], + "logprob_reward": -0.07900552451610565, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900552451610565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09098073840141296, + 0.48604461550712585, + 0.05150318145751953, + 0.02673807181417942, + 0.04594257473945618, + 0.0986512079834938, + 0.04059774428606033, + 0.04270554706454277, + 0.07675530761480331, + 0.04008102789521217 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.07900552451610565 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744122598320246 + ], + "opposite_logprob_tokens": [ + -5.006743907928467 + ], + "logprob_reward": -0.006744122598320246, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744122598320246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2559121549129486, + 0.05346333235502243, + 0.03020399436354637, + 0.22046974301338196, + 0.2879495620727539, + 0.041086625307798386, + 0.01248390693217516, + 0.03103656880557537, + 0.0144116235896945, + 0.05298256501555443 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.006744122598320246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021999699529260397 + ], + "opposite_logprob_tokens": [ + -6.127200126647949 + ], + "logprob_reward": -0.0021999699529260397, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021999699529260397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15258921682834625, + 0.06684277951717377, + 0.060979075729846954, + 0.2199915200471878, + 0.2315913587808609, + 0.0602131187915802, + 0.020324693992733955, + 0.027873776853084564, + 0.018104389309883118, + 0.1414901316165924 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.0021999699529260397 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slide smoothly and deliberately from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a concept sports car painted deep Candy Apple Red visible on a minimalist, polished black circular platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, focused overhead spotlights creating sharp, moving highlights on the car's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, darker showroom with blurred figures of attendees and ambient glow from exhibits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076203132048249245 + ], + "opposite_logprob_tokens": [ + -4.882620334625244 + ], + "logprob_reward": -0.0076203132048249245, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076203132048249245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30465319752693176, + 0.1830359846353531, + 0.036366306245326996, + 0.15276162326335907, + 0.08485428988933563, + 0.055539485067129135, + 0.010905273258686066, + 0.02047278918325901, + 0.059840988367795944, + 0.09157002717256546 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0076203132048249245 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_14/index_tensor([6564, 6564])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_14/index_tensor([6564, 6564])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a5bdce188af2dae82087b01f000ef31db429f910 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_14/index_tensor([6564, 6564])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle wide shot captures a massive bronze bull statue, its muscular body gleaming in the blazing midday sun. Set across a vast city square, the camera suddenly shakes violently, mimicking the force of an earth-shaking tremor that sends ripples through the stone pavement. Following the earthquake, the massive statue begins to teeter on its massive granite base, its surface a mixture of polished bronze and a weathered green patina. It tilts forward, its immense weight undergoing a sickening, harrowing shift, its powerful form tilting perilously before swaying backward with terrifying momentum. Dust and small stone fragments erupt from the base, where the statue's hooves scrape and grind against it, leaving tiny crack lines and cobwebs on the surface, creating a sudden, heart-stopping tension and the threat of imminent, catastrophic collapse.", + "seed": 10023, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_14/index_6564_seed_10023_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05099117141216993, + "vlm_logprob": -0.05099117141216993, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.05099117141216993, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01848728582262993 + ], + "opposite_logprob_tokens": [ + -4.018487453460693 + ], + "logprob_reward": -0.01848728582262993, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01848728582262993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7930330634117126, + 0.015185046009719372, + 0.023933539167046547, + 0.03352588787674904, + 0.03132721036672592, + 0.01709313690662384, + 0.03382949158549309, + 0.012643632479012012, + 0.011297951452434063, + 0.02813100814819336 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.01848728582262993 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081389039754868 + ], + "opposite_logprob_tokens": [ + -4.1410813331604 + ], + "logprob_reward": -0.016081389039754868, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081389039754868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7704954147338867, + 0.01675219088792801, + 0.019902002066373825, + 0.035209931433200836, + 0.032417181879282, + 0.021131092682480812, + 0.030875638127326965, + 0.019088396802544594, + 0.02133135497570038, + 0.0327967144548893 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.016081389039754868 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17984165251255035 + ], + "opposite_logprob_tokens": [ + -1.8048416376113892 + ], + "logprob_reward": -0.17984165251255035, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17984165251255035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1981225311756134, + 0.09009672701358795, + 0.07476639747619629, + 0.17488116025924683, + 0.20840689539909363, + 0.11546583473682404, + 0.046851567924022675, + 0.021245181560516357, + 0.035498879849910736, + 0.034664805978536606 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.17984165251255035 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202586375176907 + ], + "opposite_logprob_tokens": [ + -4.26420259475708 + ], + "logprob_reward": -0.014202586375176907, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202586375176907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7361789345741272, + 0.051115259528160095, + 0.016395781189203262, + 0.04874243959784508, + 0.04725287854671478, + 0.02549985982477665, + 0.0525570772588253, + 0.0061106570065021515, + 0.005124110262840986, + 0.011023079976439476 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.014202586375176907 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634294331073761 + ], + "opposite_logprob_tokens": [ + -3.6513428688049316 + ], + "logprob_reward": -0.02634294331073761, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634294331073761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7942007780075073, + 0.023183343932032585, + 0.01563468761742115, + 0.019452253356575966, + 0.037265535444021225, + 0.029695667326450348, + 0.03333748131990433, + 0.016205348074436188, + 0.011860824190080166, + 0.01916404440999031 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.02634294331073761 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle wide shot captures a massive bronze bull statue, its muscular body gleaming in the blazing midday sun. Set across a vast city square, the camera suddenly shakes violently, mimicking the force of an earth-shaking tremor that sends ripples through the stone pavement. Following the earthquake, the massive statue begins to teeter on its massive granite base, its surface a mixture of polished bronze and a weathered green patina. It tilts forward, its immense weight undergoing a sickening, harrowing shift, its powerful form tilting perilously before swaying backward with terrifying momentum. Dust and small stone fragments erupt from the base, where the statue's hooves scrape and grind against it, leaving tiny crack lines and cobwebs on the surface, creating a sudden, heart-stopping tension and the threat of imminent, catastrophic collapse.", + "seed": 10024, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_14/index_6564_seed_10024_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08555576503276825, + "vlm_logprob": -0.08555576503276825, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.08555576503276825, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12744398415088654 + ], + "opposite_logprob_tokens": [ + -2.12744402885437 + ], + "logprob_reward": -0.12744398415088654, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12744398415088654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7091790437698364, + 0.014227098785340786, + 0.016659708693623543, + 0.015653053298592567, + 0.12178365886211395, + 0.040084585547447205, + 0.03773504123091698, + 0.0111843915656209, + 0.025595352053642273, + 0.007898015901446342 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.12744398415088654 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811566159129143 + ], + "opposite_logprob_tokens": [ + -3.2881157398223877 + ], + "logprob_reward": -0.03811566159129143, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811566159129143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6446691751480103, + 0.015155951492488384, + 0.01088856253772974, + 0.014700546860694885, + 0.17998935282230377, + 0.012688904069364071, + 0.0710219144821167, + 0.019055617973208427, + 0.025356613099575043, + 0.006473431829363108 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.03811566159129143 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798550933599472 + ], + "opposite_logprob_tokens": [ + -1.8048551082611084 + ], + "logprob_reward": -0.1798550933599472, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798550933599472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2712741196155548, + 0.06810174137353897, + 0.20277929306030273, + 0.04473143443465233, + 0.12402122467756271, + 0.04033753648400307, + 0.05940547212958336, + 0.14401154220104218, + 0.02979109063744545, + 0.015546559356153011 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.1798550933599472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371112421154976 + ], + "opposite_logprob_tokens": [ + -3.4087111949920654 + ], + "logprob_reward": -0.03371112421154976, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371112421154976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24316048622131348, + 0.10636649280786514, + 0.13640713691711426, + 0.045155707746744156, + 0.05272036790847778, + 0.13344284892082214, + 0.07377450913190842, + 0.10854664444923401, + 0.053811848163604736, + 0.046613968908786774 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.03371112421154976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865296185016632 + ], + "opposite_logprob_tokens": [ + -3.0486528873443604 + ], + "logprob_reward": -0.04865296185016632, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865296185016632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11156604439020157, + 0.10975901782512665, + 0.07802948355674744, + 0.03461622819304466, + 0.27310025691986084, + 0.09622076898813248, + 0.1169840395450592, + 0.09623333811759949, + 0.04190177842974663, + 0.04158903285861015 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.04865296185016632 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle wide shot captures a massive bronze bull statue, its muscular body gleaming in the blazing midday sun. Set across a vast city square, the camera suddenly shakes violently, mimicking the force of an earth-shaking tremor that sends ripples through the stone pavement. Following the earthquake, the massive statue begins to teeter on its massive granite base, its surface a mixture of polished bronze and a weathered green patina. It tilts forward, its immense weight undergoing a sickening, harrowing shift, its powerful form tilting perilously before swaying backward with terrifying momentum. Dust and small stone fragments erupt from the base, where the statue's hooves scrape and grind against it, leaving tiny crack lines and cobwebs on the surface, creating a sudden, heart-stopping tension and the threat of imminent, catastrophic collapse.", + "seed": 10025, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_14/index_6564_seed_10025_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04562629573047161, + "vlm_logprob": -0.04562629573047161, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.04562629573047161, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023532969877123833 + ], + "opposite_logprob_tokens": [ + -3.7735328674316406 + ], + "logprob_reward": -0.023532969877123833, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023532969877123833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06703394651412964, + 0.05531013756990433, + 0.017105834558606148, + 0.12724584341049194, + 0.36694666743278503, + 0.21861931681632996, + 0.027864081785082817, + 0.05126618221402168, + 0.02294488251209259, + 0.045663103461265564 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.023532969877123833 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299837484955788 + ], + "opposite_logprob_tokens": [ + -3.7732999324798584 + ], + "logprob_reward": -0.023299837484955788, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299837484955788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06242524832487106, + 0.09396830201148987, + 0.03051907755434513, + 0.11695743352174759, + 0.30485033988952637, + 0.09234558790922165, + 0.027683040127158165, + 0.13795408606529236, + 0.06511886417865753, + 0.06817799061536789 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.023299837484955788 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701456248760223 + ], + "opposite_logprob_tokens": [ + -2.127014636993408 + ], + "logprob_reward": -0.12701456248760223, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701456248760223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09621164947748184, + 0.17155668139457703, + 0.09536735713481903, + 0.0544951856136322, + 0.0625319853425026, + 0.36892473697662354, + 0.019332638010382652, + 0.09479083865880966, + 0.02470342628657818, + 0.01208560261875391 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.12701456248760223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020592233166098595 + ], + "opposite_logprob_tokens": [ + -3.895592212677002 + ], + "logprob_reward": -0.020592233166098595, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020592233166098595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1253860592842102, + 0.17406688630580902, + 0.050455860793590546, + 0.09131467342376709, + 0.3241867423057556, + 0.0909433662891388, + 0.03775230422616005, + 0.049871888011693954, + 0.02028278261423111, + 0.035739436745643616 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.020592233166098595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033691875636577606 + ], + "opposite_logprob_tokens": [ + -3.408691883087158 + ], + "logprob_reward": -0.033691875636577606, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033691875636577606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050481922924518585, + 0.05380496755242348, + 0.028835147619247437, + 0.09611279517412186, + 0.25290441513061523, + 0.21524439752101898, + 0.029040280729532242, + 0.1826738715171814, + 0.05020122602581978, + 0.040700946003198624 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.033691875636577606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle wide shot captures a massive bronze bull statue, its muscular body gleaming in the blazing midday sun. Set across a vast city square, the camera suddenly shakes violently, mimicking the force of an earth-shaking tremor that sends ripples through the stone pavement. Following the earthquake, the massive statue begins to teeter on its massive granite base, its surface a mixture of polished bronze and a weathered green patina. It tilts forward, its immense weight undergoing a sickening, harrowing shift, its powerful form tilting perilously before swaying backward with terrifying momentum. Dust and small stone fragments erupt from the base, where the statue's hooves scrape and grind against it, leaving tiny crack lines and cobwebs on the surface, creating a sudden, heart-stopping tension and the threat of imminent, catastrophic collapse.", + "seed": 10026, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_14/index_6564_seed_10026_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08484869748353958, + "vlm_logprob": -0.08484869748353958, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.08484869748353958, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026779770851135254 + ], + "opposite_logprob_tokens": [ + -3.6517796516418457 + ], + "logprob_reward": -0.026779770851135254, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026779770851135254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10172603279352188, + 0.11030315607786179, + 0.2352379411458969, + 0.06504155695438385, + 0.028905127197504044, + 0.07053279876708984, + 0.2087777853012085, + 0.028585845604538918, + 0.06727971136569977, + 0.08361008018255234 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.026779770851135254 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029803644865751266 + ], + "opposite_logprob_tokens": [ + -3.52980375289917 + ], + "logprob_reward": -0.029803644865751266, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029803644865751266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07682658731937408, + 0.03335787355899811, + 0.6104693412780762, + 0.048022400587797165, + 0.028975244611501694, + 0.013339578174054623, + 0.03933632746338844, + 0.029171204194426537, + 0.05263030529022217, + 0.06787113845348358 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.029803644865751266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3133777379989624 + ], + "opposite_logprob_tokens": [ + -1.3133777379989624 + ], + "logprob_reward": -0.3133777379989624, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3133777379989624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16336725652217865, + 0.1384669691324234, + 0.4165327250957489, + 0.04966345056891441, + 0.032751668244600296, + 0.022900773212313652, + 0.10003047436475754, + 0.021722614765167236, + 0.031097082421183586, + 0.023466961458325386 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.3133777379989624 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058861404657364 + ], + "opposite_logprob_tokens": [ + -3.8955886363983154 + ], + "logprob_reward": -0.02058861404657364, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058861404657364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15787044167518616, + 0.1490481048822403, + 0.20372986793518066, + 0.08333143591880798, + 0.030280932784080505, + 0.013054159469902515, + 0.04614086449146271, + 0.03808518499135971, + 0.2466871738433838, + 0.03177179768681526 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.02058861404657364 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze bull statue with a muscular body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue's surface a mixture of polished bronze and weathered green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle wide shot and then shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue tilt forward on its granite base, causing dust and stone fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny crack lines and cobwebs visible on the statue's surface and base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033693719655275345 + ], + "opposite_logprob_tokens": [ + -3.408693790435791 + ], + "logprob_reward": -0.033693719655275345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033693719655275345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14723485708236694, + 0.15129220485687256, + 0.2745678126811981, + 0.09550883620977402, + 0.038080036640167236, + 0.03140126168727875, + 0.054013706743717194, + 0.03831203654408455, + 0.08444172888994217, + 0.08514752238988876 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.033693719655275345 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_15/index_tensor([8503, 8503])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_15/index_tensor([8503, 8503])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ed4631bcc7e99374f51097e77caba7ffc83e4580 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_15/index_tensor([8503, 8503])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic, overhead tracking shot captures the young hero Nezha plummeting through a swirling, inky black cloud. His signature twin, jet-black buns, bound tightly by a red headband, tremble slightly in the swift currents of air. His face is defined by a furrowed brow and a resolute jawline. His lips are pursed, and his eyes burn with an unyielding fire. He rides upon a blazing Wind Fire Wheel, emitting blazing orange-red flames and visible swirling currents, the only constant source of warm light in the gloomy sky. The famous red Hun Tian Ling, like a living, shimmering silk dragon, violently twirls, coils, and stretches behind him, its dancing path tracing a flowing light trail through the air. The backdrop is a depressing apocalyptic scene, with deep blue, nearly black clouds forming a vast vortex. Dazzling purple lightning periodically rips through the sky, each flash instantly illuminating his red armor, emblazoned with golden lotus patterns, and his resolute face, casting a sharp, shifting shadow across him. Like a flaming meteorite, his entire body streaks steadily and decisively through the sky at astonishing speed, emitting a sharp whistling sound as he hurtles towards an unknown land. The entire scene is sharply contrasted by the cool tones of the sky and the fiery warm tones of Nezha himself, creating an epic sense of doom and a tense atmosphere filled with power and defiance.", + "seed": 31234, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_15/index_8503_seed_31234_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11257794949342496, + "vlm_logprob": -0.11257794949342496, + "vlm_yes_no_margin": 4.149999904632568, + "vlm_token_credit": -0.11257794949342496, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5094339847564697 + ], + "opposite_logprob_tokens": [ + -1.0094339847564697 + ], + "logprob_reward": -0.5094339847564697, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.5094339847564697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29636189341545105, + 0.08773446083068848, + 0.09523412585258484, + 0.07706189900636673, + 0.03091157227754593, + 0.12050408869981766, + 0.03494429588317871, + 0.11866854131221771, + 0.06225328892469406, + 0.07632584124803543 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.5094339847564697 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012569728307425976 + ], + "opposite_logprob_tokens": [ + -4.387569904327393 + ], + "logprob_reward": -0.012569728307425976, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012569728307425976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12426585704088211, + 0.040874358266592026, + 0.041295286267995834, + 0.03850656375288963, + 0.05504167452454567, + 0.18302226066589355, + 0.1411813646554947, + 0.17963944375514984, + 0.13851295411586761, + 0.05766027793288231 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.012569728307425976 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003475538978818804 + ], + "opposite_logprob_tokens": [ + -8.000347137451172 + ], + "logprob_reward": -0.0003475538978818804, + "yes_no_margin_reward": 7.999999523162842, + "token_credit_reward": -0.0003475538978818804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21508629620075226, + 0.06240638718008995, + 0.10334235429763794, + 0.07276282459497452, + 0.0691036656498909, + 0.07940265536308289, + 0.09796850383281708, + 0.08824589848518372, + 0.11500970274209976, + 0.0966716781258583 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.0003475538978818804 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342827826738358 + ], + "opposite_logprob_tokens": [ + -3.6513428688049316 + ], + "logprob_reward": -0.026342827826738358, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342827826738358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14981986582279205, + 0.08934786915779114, + 0.06542274355888367, + 0.06400490552186966, + 0.185799703001976, + 0.13315826654434204, + 0.11412495374679565, + 0.09252393245697021, + 0.06442326307296753, + 0.041374482214450836 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.026342827826738358 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195652678608894 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195652678608894, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195652678608894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23620526492595673, + 0.11176463216543198, + 0.15368610620498657, + 0.08140469342470169, + 0.1285780817270279, + 0.05715560540556908, + 0.06539895385503769, + 0.07239263504743576, + 0.06509839743375778, + 0.028315618634223938 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.014195652678608894 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, overhead tracking shot captures the young hero Nezha plummeting through a swirling, inky black cloud. His signature twin, jet-black buns, bound tightly by a red headband, tremble slightly in the swift currents of air. His face is defined by a furrowed brow and a resolute jawline. His lips are pursed, and his eyes burn with an unyielding fire. He rides upon a blazing Wind Fire Wheel, emitting blazing orange-red flames and visible swirling currents, the only constant source of warm light in the gloomy sky. The famous red Hun Tian Ling, like a living, shimmering silk dragon, violently twirls, coils, and stretches behind him, its dancing path tracing a flowing light trail through the air. The backdrop is a depressing apocalyptic scene, with deep blue, nearly black clouds forming a vast vortex. Dazzling purple lightning periodically rips through the sky, each flash instantly illuminating his red armor, emblazoned with golden lotus patterns, and his resolute face, casting a sharp, shifting shadow across him. Like a flaming meteorite, his entire body streaks steadily and decisively through the sky at astonishing speed, emitting a sharp whistling sound as he hurtles towards an unknown land. The entire scene is sharply contrasted by the cool tones of the sky and the fiery warm tones of Nezha himself, creating an epic sense of doom and a tense atmosphere filled with power and defiance.", + "seed": 31235, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_15/index_8503_seed_31235_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07146734481211751, + "vlm_logprob": -0.07146734481211751, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.07146734481211751, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28110384941101074 + ], + "opposite_logprob_tokens": [ + -1.5311038494110107 + ], + "logprob_reward": -0.28110384941101074, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.28110384941101074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.412733793258667, + 0.017070982605218887, + 0.018939321860671043, + 0.016977103427052498, + 0.27384525537490845, + 0.15421688556671143, + 0.03234846517443657, + 0.018274107947945595, + 0.026335114613175392, + 0.029258931055665016 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.28110384941101074 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01822839118540287 + ], + "opposite_logprob_tokens": [ + -4.018228530883789 + ], + "logprob_reward": -0.01822839118540287, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01822839118540287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15896926820278168, + 0.03621608763933182, + 0.023592667654156685, + 0.018741169944405556, + 0.3015781044960022, + 0.07785777002573013, + 0.2017795890569687, + 0.06787505745887756, + 0.06112188473343849, + 0.052268385887145996 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.01822839118540287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017204972682520747 + ], + "opposite_logprob_tokens": [ + -6.376720428466797 + ], + "logprob_reward": -0.0017204972682520747, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017204972682520747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29604804515838623, + 0.02932159975171089, + 0.04879319667816162, + 0.03779871389269829, + 0.4100455939769745, + 0.08296580612659454, + 0.01756778545677662, + 0.017279518768191338, + 0.03169385343790054, + 0.0284859798848629 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0017204972682520747 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038098905235528946 + ], + "opposite_logprob_tokens": [ + -3.2880988121032715 + ], + "logprob_reward": -0.038098905235528946, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038098905235528946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28088006377220154, + 0.04115120321512222, + 0.04120759665966034, + 0.02228465862572193, + 0.29910892248153687, + 0.10945188254117966, + 0.07473932206630707, + 0.03748562932014465, + 0.0391627699136734, + 0.05452796444296837 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.038098905235528946 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185080960392952 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185080960392952, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185080960392952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33179014921188354, + 0.031790610402822495, + 0.03750697150826454, + 0.041967835277318954, + 0.14736853539943695, + 0.2820340096950531, + 0.016048697754740715, + 0.0401822067797184, + 0.041206054389476776, + 0.030104951933026314 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.018185080960392952 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, overhead tracking shot captures the young hero Nezha plummeting through a swirling, inky black cloud. His signature twin, jet-black buns, bound tightly by a red headband, tremble slightly in the swift currents of air. His face is defined by a furrowed brow and a resolute jawline. His lips are pursed, and his eyes burn with an unyielding fire. He rides upon a blazing Wind Fire Wheel, emitting blazing orange-red flames and visible swirling currents, the only constant source of warm light in the gloomy sky. The famous red Hun Tian Ling, like a living, shimmering silk dragon, violently twirls, coils, and stretches behind him, its dancing path tracing a flowing light trail through the air. The backdrop is a depressing apocalyptic scene, with deep blue, nearly black clouds forming a vast vortex. Dazzling purple lightning periodically rips through the sky, each flash instantly illuminating his red armor, emblazoned with golden lotus patterns, and his resolute face, casting a sharp, shifting shadow across him. Like a flaming meteorite, his entire body streaks steadily and decisively through the sky at astonishing speed, emitting a sharp whistling sound as he hurtles towards an unknown land. The entire scene is sharply contrasted by the cool tones of the sky and the fiery warm tones of Nezha himself, creating an epic sense of doom and a tense atmosphere filled with power and defiance.", + "seed": 31236, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_15/index_8503_seed_31236_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.19578578814398498, + "vlm_logprob": -0.19578578814398498, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.19578578814398498, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8566253781318665 + ], + "opposite_logprob_tokens": [ + -0.6066253781318665 + ], + "logprob_reward": -0.8566253781318665, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8566253781318665, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.6392214894294739, + 0.03864927589893341, + 0.033268868923187256, + 0.03599143028259277, + 0.06806305050849915, + 0.05532402545213699, + 0.03157282620668411, + 0.05491788685321808, + 0.025523774325847626, + 0.01746736653149128 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.8566253781318665 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0621095672249794 + ], + "opposite_logprob_tokens": [ + -2.8121094703674316 + ], + "logprob_reward": -0.0621095672249794, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0621095672249794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3655088245868683, + 0.06367697566747665, + 0.0631038248538971, + 0.05604550614953041, + 0.0591689795255661, + 0.0493939109146595, + 0.07197065651416779, + 0.15225405991077423, + 0.04905017092823982, + 0.06982715427875519 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0621095672249794 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010513499146327376 + ], + "opposite_logprob_tokens": [ + -6.876051425933838 + ], + "logprob_reward": -0.0010513499146327376, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010513499146327376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4518429636955261, + 0.04218495264649391, + 0.07306856662034988, + 0.07735200226306915, + 0.0742541179060936, + 0.03276333212852478, + 0.043787989765405655, + 0.07212892174720764, + 0.05415217950940132, + 0.07846496254205704 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0010513499146327376 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306888207793236 + ], + "opposite_logprob_tokens": [ + -3.1680688858032227 + ], + "logprob_reward": -0.04306888207793236, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306888207793236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3649272322654724, + 0.05041520297527313, + 0.07768029719591141, + 0.03673867881298065, + 0.1499587893486023, + 0.0997885912656784, + 0.046678848564624786, + 0.039277780801057816, + 0.086519256234169, + 0.0480152927339077 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.04306888207793236 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073763370513916 + ], + "opposite_logprob_tokens": [ + -4.141073703765869 + ], + "logprob_reward": -0.016073763370513916, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073763370513916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40020257234573364, + 0.06288382411003113, + 0.04745681956410408, + 0.04319009929895401, + 0.14598838984966278, + 0.056890081614255905, + 0.03370392695069313, + 0.08022911101579666, + 0.08284356445074081, + 0.04661167785525322 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.016073763370513916 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, overhead tracking shot captures the young hero Nezha plummeting through a swirling, inky black cloud. His signature twin, jet-black buns, bound tightly by a red headband, tremble slightly in the swift currents of air. His face is defined by a furrowed brow and a resolute jawline. His lips are pursed, and his eyes burn with an unyielding fire. He rides upon a blazing Wind Fire Wheel, emitting blazing orange-red flames and visible swirling currents, the only constant source of warm light in the gloomy sky. The famous red Hun Tian Ling, like a living, shimmering silk dragon, violently twirls, coils, and stretches behind him, its dancing path tracing a flowing light trail through the air. The backdrop is a depressing apocalyptic scene, with deep blue, nearly black clouds forming a vast vortex. Dazzling purple lightning periodically rips through the sky, each flash instantly illuminating his red armor, emblazoned with golden lotus patterns, and his resolute face, casting a sharp, shifting shadow across him. Like a flaming meteorite, his entire body streaks steadily and decisively through the sky at astonishing speed, emitting a sharp whistling sound as he hurtles towards an unknown land. The entire scene is sharply contrasted by the cool tones of the sky and the fiery warm tones of Nezha himself, creating an epic sense of doom and a tense atmosphere filled with power and defiance.", + "seed": 31237, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_15/index_8503_seed_31237_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2082581458496861, + "vlm_logprob": -0.2082581458496861, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.2082581458496861, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9266834259033203 + ], + "opposite_logprob_tokens": [ + -0.5516834259033203 + ], + "logprob_reward": -0.9266834259033203, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9266834259033203, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18120019137859344, + 0.07976290583610535, + 0.1540151834487915, + 0.15326911211013794, + 0.04082871228456497, + 0.037419501692056656, + 0.1140737310051918, + 0.09681128710508347, + 0.0709432065486908, + 0.07167618721723557 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.9266834259033203 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908439427614212 + ], + "opposite_logprob_tokens": [ + -2.4640843868255615 + ], + "logprob_reward": -0.08908439427614212, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908439427614212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2499457150697708, + 0.034438442438840866, + 0.4424871802330017, + 0.06122089549899101, + 0.01865255832672119, + 0.016076842322945595, + 0.029272407293319702, + 0.06938797235488892, + 0.04551291465759277, + 0.0330050066113472 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.08908439427614212 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004444326623342931 + ], + "opposite_logprob_tokens": [ + -7.750444412231445 + ], + "logprob_reward": -0.0004444326623342931, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0004444326623342931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4110731780529022, + 0.06128804758191109, + 0.13783428072929382, + 0.026638146489858627, + 0.04077620804309845, + 0.02768973633646965, + 0.06662207096815109, + 0.06774501502513885, + 0.09097427129745483, + 0.06935908645391464 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0004444326623342931 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537825852632523 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012537825852632523, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537825852632523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15072587132453918, + 0.05354275181889534, + 0.18348775804042816, + 0.18362732231616974, + 0.06633596867322922, + 0.05853274464607239, + 0.09916885197162628, + 0.06224554404616356, + 0.09163356572389603, + 0.050699640065431595 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.012537825852632523 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned overhead and tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha visible with twin jet-black buns bound by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha riding a blazing Wind Fire Wheel emitting orange-red flames and swirling currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the red Hun Tian Ling visible behind him, twirling and coiling like a shimmering silk dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark apocalyptic scene with deep blue/black clouds, purple lightning, and Nezha wearing red armor with golden lotus patterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540650554001331 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540650554001331, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540650554001331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41768205165863037, + 0.03283744677901268, + 0.0933135598897934, + 0.03375830128788948, + 0.025640275329351425, + 0.012384564615786076, + 0.035220447927713394, + 0.11614925414323807, + 0.1703745424747467, + 0.06263948231935501 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.012540650554001331 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_2/index_tensor([4159, 4159])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_2/index_tensor([4159, 4159])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..72063f257574dc8842da3373daf4ae6e8d891827 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_2/index_tensor([4159, 4159])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, low-angle, medium-long shot slowly pans to reveal a young prince in his early twenties, standing defiantly amid the smoldering, smoke-filled ruins of a magnificent stone hall. The scene is rendered in the dramatic, romantic style of John William Waterhouse and Wadim Kashin, but entirely in stark, high-contrast black and white. A single, harsh light source from outside the camera pierces the darkness, creating a powerful contrast. This light captures the sharp planes of his face, highlighting a prominent, jagged white scar on his left cheekbone. His dark, wavy, shoulder-length hair gleams in the gentle draft. His expression is sullen, filled with sorrow and unwavering determination, his jaw set in a rigid position. He wears a high-collared, soot-stained tunic, once rich in fabric and intricately embroidered, now barely discernible. A tattered cape hangs from one shoulder. His right hand rests grimly on the hilt of an ornate longsword, his knuckles pale as he grips it. Around him, thick clouds of white and grey smoke swirl, catching the light and partially obscuring a backdrop of broken arches and piles of textured, shattered stone. A stark, monochrome palette emphasizes the gritty textures of stone, ash, and fabric, while high-contrast lighting carves out deep, inky shadows, creating an atmosphere of epic, heroic melancholy.", + "seed": 31489, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_2/index_4159_seed_31489_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.009728570468723774, + "vlm_logprob": -0.009728570468723774, + "vlm_yes_no_margin": 5.75, + "vlm_token_credit": -0.009728570468723774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004107847809791565 + ], + "opposite_logprob_tokens": [ + -7.00410795211792 + ], + "logprob_reward": -0.004107847809791565, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.004107847809791565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12129288911819458, + 0.11572135239839554, + 0.08467891812324524, + 0.03939690813422203, + 0.06707257777452469, + 0.10322543233633041, + 0.09402521699666977, + 0.1444501280784607, + 0.10892504453659058, + 0.12121155858039856 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.004107847809791565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643831126391888 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643831126391888, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643831126391888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14492236077785492, + 0.05212767422199249, + 0.07062176614999771, + 0.060923267155885696, + 0.13575640320777893, + 0.13592976331710815, + 0.1158372163772583, + 0.14850574731826782, + 0.044456616044044495, + 0.09091915190219879 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.008643831126391888 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010415849974378943 + ], + "opposite_logprob_tokens": [ + -6.876041412353516 + ], + "logprob_reward": -0.0010415849974378943, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010415849974378943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13596077263355255, + 0.060112372040748596, + 0.06816366314888, + 0.07341364771127701, + 0.0918615534901619, + 0.09100084006786346, + 0.09040580689907074, + 0.2431265413761139, + 0.06100780516862869, + 0.08494701236486435 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.0010415849974378943 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00117649941239506 + ], + "opposite_logprob_tokens": [ + -6.751176357269287 + ], + "logprob_reward": -0.00117649941239506, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.00117649941239506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1087866723537445, + 0.07768966257572174, + 0.12380844354629517, + 0.07405855506658554, + 0.19127054512500763, + 0.059842705726623535, + 0.11445429921150208, + 0.1007332131266594, + 0.07166390866041183, + 0.07769197970628738 + ], + "top_frames": [ + 4, + 2, + 6 + ], + "selected_reward": -0.00117649941239506 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03367308899760246 + ], + "opposite_logprob_tokens": [ + -3.408673048019409 + ], + "logprob_reward": -0.03367308899760246, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03367308899760246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18764622509479523, + 0.05910388007760048, + 0.06673069298267365, + 0.04925550892949104, + 0.06039046496152878, + 0.060631491243839264, + 0.09190066158771515, + 0.16730396449565887, + 0.1660580188035965, + 0.09097907692193985 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.03367308899760246 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle, medium-long shot slowly pans to reveal a young prince in his early twenties, standing defiantly amid the smoldering, smoke-filled ruins of a magnificent stone hall. The scene is rendered in the dramatic, romantic style of John William Waterhouse and Wadim Kashin, but entirely in stark, high-contrast black and white. A single, harsh light source from outside the camera pierces the darkness, creating a powerful contrast. This light captures the sharp planes of his face, highlighting a prominent, jagged white scar on his left cheekbone. His dark, wavy, shoulder-length hair gleams in the gentle draft. His expression is sullen, filled with sorrow and unwavering determination, his jaw set in a rigid position. He wears a high-collared, soot-stained tunic, once rich in fabric and intricately embroidered, now barely discernible. A tattered cape hangs from one shoulder. His right hand rests grimly on the hilt of an ornate longsword, his knuckles pale as he grips it. Around him, thick clouds of white and grey smoke swirl, catching the light and partially obscuring a backdrop of broken arches and piles of textured, shattered stone. A stark, monochrome palette emphasizes the gritty textures of stone, ash, and fabric, while high-contrast lighting carves out deep, inky shadows, creating an atmosphere of epic, heroic melancholy.", + "seed": 31490, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_2/index_4159_seed_31490_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011798179242759943, + "vlm_logprob": -0.011798179242759943, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.011798179242759943, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009267644956707954 + ], + "opposite_logprob_tokens": [ + -5.384267807006836 + ], + "logprob_reward": -0.009267644956707954, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.009267644956707954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10539612174034119, + 0.04820027947425842, + 0.04491916298866272, + 0.12852513790130615, + 0.12138386070728302, + 0.03963230177760124, + 0.04416544362902641, + 0.22584211826324463, + 0.21599754691123962, + 0.025938017293810844 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.009267644956707954 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078514158725739 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.011078514158725739, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078514158725739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09725859761238098, + 0.12443896383047104, + 0.03873084858059883, + 0.17256441712379456, + 0.0901777446269989, + 0.0564277321100235, + 0.137889102101326, + 0.07151728123426437, + 0.12770728766918182, + 0.08328799903392792 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -0.011078514158725739 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024871863424777985 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.0024871863424777985, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024871863424777985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18933255970478058, + 0.1104254350066185, + 0.13432194292545319, + 0.07665206491947174, + 0.13163135945796967, + 0.0739445835351944, + 0.0806429386138916, + 0.04270664602518082, + 0.07685969024896622, + 0.08348271250724792 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0024871863424777985 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002484808210283518 + ], + "opposite_logprob_tokens": [ + -6.0024847984313965 + ], + "logprob_reward": -0.002484808210283518, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002484808210283518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1853741705417633, + 0.08132972568273544, + 0.23424792289733887, + 0.09077135473489761, + 0.08916231989860535, + 0.05772752687335014, + 0.06038142368197441, + 0.0810716524720192, + 0.06896843016147614, + 0.05096545070409775 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.002484808210283518 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033672742545604706 + ], + "opposite_logprob_tokens": [ + -3.40867280960083 + ], + "logprob_reward": -0.033672742545604706, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033672742545604706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16764159500598907, + 0.08374673128128052, + 0.06671956926584244, + 0.10529926419258118, + 0.08959314972162247, + 0.05791205167770386, + 0.04683634266257286, + 0.19311262667179108, + 0.16548798978328705, + 0.02365065924823284 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.033672742545604706 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle, medium-long shot slowly pans to reveal a young prince in his early twenties, standing defiantly amid the smoldering, smoke-filled ruins of a magnificent stone hall. The scene is rendered in the dramatic, romantic style of John William Waterhouse and Wadim Kashin, but entirely in stark, high-contrast black and white. A single, harsh light source from outside the camera pierces the darkness, creating a powerful contrast. This light captures the sharp planes of his face, highlighting a prominent, jagged white scar on his left cheekbone. His dark, wavy, shoulder-length hair gleams in the gentle draft. His expression is sullen, filled with sorrow and unwavering determination, his jaw set in a rigid position. He wears a high-collared, soot-stained tunic, once rich in fabric and intricately embroidered, now barely discernible. A tattered cape hangs from one shoulder. His right hand rests grimly on the hilt of an ornate longsword, his knuckles pale as he grips it. Around him, thick clouds of white and grey smoke swirl, catching the light and partially obscuring a backdrop of broken arches and piles of textured, shattered stone. A stark, monochrome palette emphasizes the gritty textures of stone, ash, and fabric, while high-contrast lighting carves out deep, inky shadows, creating an atmosphere of epic, heroic melancholy.", + "seed": 31491, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_2/index_4159_seed_31491_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.015437725093215704, + "vlm_logprob": -0.015437725093215704, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.015437725093215704, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011967761442065239 + ], + "opposite_logprob_tokens": [ + -6.136967658996582 + ], + "logprob_reward": -0.011967761442065239, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.011967761442065239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08962548524141312, + 0.4683002829551697, + 0.037411078810691833, + 0.03708702698349953, + 0.027225863188505173, + 0.02571680024266243, + 0.04384750872850418, + 0.053867463022470474, + 0.17790885269641876, + 0.039009660482406616 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.011967761442065239 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023295527324080467 + ], + "opposite_logprob_tokens": [ + -3.7732956409454346 + ], + "logprob_reward": -0.023295527324080467, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023295527324080467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0387045182287693, + 0.6537048816680908, + 0.06607723236083984, + 0.03133182227611542, + 0.028284622356295586, + 0.03445721045136452, + 0.01935255341231823, + 0.02762875333428383, + 0.03311120718717575, + 0.06734713166952133 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.023295527324080467 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615511115640402 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.003615511115640402, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615511115640402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03439280390739441, + 0.6173466444015503, + 0.04013186693191528, + 0.035065554082393646, + 0.04422568529844284, + 0.04208552837371826, + 0.043052706867456436, + 0.023740194737911224, + 0.057552434504032135, + 0.062406547367572784 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.003615511115640402 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633048549294472 + ], + "opposite_logprob_tokens": [ + -5.379632949829102 + ], + "logprob_reward": -0.004633048549294472, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633048549294472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0821370780467987, + 0.42410561442375183, + 0.03656911477446556, + 0.07464206218719482, + 0.0877009853720665, + 0.05155834183096886, + 0.06871210783720016, + 0.045250482857227325, + 0.06286311149597168, + 0.06646112352609634 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.004633048549294472 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03367677703499794 + ], + "opposite_logprob_tokens": [ + -3.408676862716675 + ], + "logprob_reward": -0.03367677703499794, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03367677703499794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06396593898534775, + 0.23502594232559204, + 0.08722636848688126, + 0.05799061805009842, + 0.0969507172703743, + 0.08010677993297577, + 0.16757231950759888, + 0.056160230189561844, + 0.11661341786384583, + 0.038387563079595566 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.03367677703499794 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle, medium-long shot slowly pans to reveal a young prince in his early twenties, standing defiantly amid the smoldering, smoke-filled ruins of a magnificent stone hall. The scene is rendered in the dramatic, romantic style of John William Waterhouse and Wadim Kashin, but entirely in stark, high-contrast black and white. A single, harsh light source from outside the camera pierces the darkness, creating a powerful contrast. This light captures the sharp planes of his face, highlighting a prominent, jagged white scar on his left cheekbone. His dark, wavy, shoulder-length hair gleams in the gentle draft. His expression is sullen, filled with sorrow and unwavering determination, his jaw set in a rigid position. He wears a high-collared, soot-stained tunic, once rich in fabric and intricately embroidered, now barely discernible. A tattered cape hangs from one shoulder. His right hand rests grimly on the hilt of an ornate longsword, his knuckles pale as he grips it. Around him, thick clouds of white and grey smoke swirl, catching the light and partially obscuring a backdrop of broken arches and piles of textured, shattered stone. A stark, monochrome palette emphasizes the gritty textures of stone, ash, and fabric, while high-contrast lighting carves out deep, inky shadows, creating an atmosphere of epic, heroic melancholy.", + "seed": 31492, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_2/index_4159_seed_31492_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.021904174308292567, + "vlm_logprob": -0.021904174308292567, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.021904174308292567, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007124613504856825 + ], + "opposite_logprob_tokens": [ + -6.757124423980713 + ], + "logprob_reward": -0.007124613504856825, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.007124613504856825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1038486436009407, + 0.06698431074619293, + 0.04266875982284546, + 0.0394686721265316, + 0.023317592218518257, + 0.016172517091035843, + 0.014855165965855122, + 0.6388726830482483, + 0.02171468921005726, + 0.0320969857275486 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.007124613504856825 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864903163164854 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.00864903163164854, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864903163164854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27546557784080505, + 0.2656842768192291, + 0.14591270685195923, + 0.0607960969209671, + 0.0366087406873703, + 0.027562078088521957, + 0.03159373253583908, + 0.10123032331466675, + 0.02361682988703251, + 0.03152957186102867 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00864903163164854 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001940988120622933 + ], + "opposite_logprob_tokens": [ + -6.251941204071045 + ], + "logprob_reward": -0.001940988120622933, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001940988120622933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2552856206893921, + 0.16255196928977966, + 0.08926690369844437, + 0.0601317435503006, + 0.05414004251360893, + 0.031511105597019196, + 0.047350212931632996, + 0.2244575470685959, + 0.03390474617481232, + 0.04140004515647888 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.001940988120622933 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002814976265653968 + ], + "opposite_logprob_tokens": [ + -5.877814769744873 + ], + "logprob_reward": -0.002814976265653968, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002814976265653968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22127683460712433, + 0.15371453762054443, + 0.10144245624542236, + 0.08042823523283005, + 0.06639625877141953, + 0.037616077810525894, + 0.17701780796051025, + 0.03384674713015556, + 0.05485711991786957, + 0.0734039768576622 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.002814976265653968 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young prince with dark wavy shoulder-length hair and a prominent jagged white scar on his left cheekbone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a high-collared soot-stained tunic and a tattered cape hanging from one shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character standing in the ruins of a stone hall with broken arches and piles of shattered stone, surrounded by swirling smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera use a low-angle medium-long shot that slowly pans to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08899126201868057 + ], + "opposite_logprob_tokens": [ + -2.463991165161133 + ], + "logprob_reward": -0.08899126201868057, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08899126201868057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20974452793598175, + 0.20218978822231293, + 0.051753606647253036, + 0.056069497019052505, + 0.054194506257772446, + 0.03430943563580513, + 0.040936969220638275, + 0.2302897870540619, + 0.06746618449687958, + 0.05304568633437157 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.08899126201868057 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_3/index_tensor([3963, 3963])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_3/index_tensor([3963, 3963])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2edd2ab2d81f0d4e181a14b99e9e80055cf1e2c4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_3/index_tensor([3963, 3963])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, right-moving wide shot sweeps across the towering, dark wood shelves of a magnificent library. Thousands of heavy books are neatly arranged on the shelves, forming a long, narrow aisle. A soft, dusty beam of sunlight slants in from a high window just outside the frame, casting a clear path through the air and glazing this ocean of knowledge with a warm, golden glow. As the camera pans, a slender, white hand slowly enters the frame. Its fingertips gently trace the spines of several books, as if tactilely reading their history, finally resting on one. It's a hardcover book with a deep red leather cover, its delicate, gilded, vintage pattern gleaming subtly in the light. Then, firmly grasping the top of the book's spine with its index finger and thumb, the hand carefully yet firmly pulls it free from the tightly packed stack. The book makes a barely audible sound as it slides out, leaving a noticeable gap in the shelf. The whole scene, under the warm light and shadow, creates a tranquil, solemn and exploratory academic atmosphere.", + "seed": 31395, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_3/index_3963_seed_31395_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11035556495189666, + "vlm_logprob": -0.11035556495189666, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.11035556495189666, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0391136109828949 + ], + "opposite_logprob_tokens": [ + -3.2891135215759277 + ], + "logprob_reward": -0.0391136109828949, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0391136109828949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11437296867370605, + 0.11416883021593094, + 0.11857906728982925, + 0.05654522776603699, + 0.06831752508878708, + 0.06364021450281143, + 0.22448696196079254, + 0.030614132061600685, + 0.04848704859614372, + 0.16078808903694153 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.0391136109828949 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814205154776573 + ], + "opposite_logprob_tokens": [ + -3.288141965866089 + ], + "logprob_reward": -0.03814205154776573, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814205154776573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1451057493686676, + 0.22183503210544586, + 0.09591665863990784, + 0.04110988602042198, + 0.036996860057115555, + 0.11586705595254898, + 0.06626851856708527, + 0.014662925153970718, + 0.05079903081059456, + 0.21143831312656403 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.03814205154776573 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521197199821472 + ], + "opposite_logprob_tokens": [ + -1.502119779586792 + ], + "logprob_reward": -0.2521197199821472, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521197199821472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07606596499681473, + 0.11504627764225006, + 0.09868298470973969, + 0.06490184366703033, + 0.07675695419311523, + 0.14780433475971222, + 0.02132716029882431, + 0.05606759712100029, + 0.054473649710416794, + 0.28887322545051575 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.2521197199821472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206520274281502 + ], + "opposite_logprob_tokens": [ + -2.8120651245117188 + ], + "logprob_reward": -0.06206520274281502, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206520274281502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08010425418615341, + 0.10174436867237091, + 0.18013206124305725, + 0.06616054475307465, + 0.04806661978363991, + 0.17680907249450684, + 0.10693355649709702, + 0.045616041868925095, + 0.0642089918255806, + 0.1302245408296585 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.06206520274281502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033723950386047 + ], + "opposite_logprob_tokens": [ + -1.910337209701538 + ], + "logprob_reward": -0.16033723950386047, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033723950386047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05896991118788719, + 0.069284588098526, + 0.13765989243984222, + 0.0848834365606308, + 0.10931410640478134, + 0.24525050818920135, + 0.04369733855128288, + 0.055021774023771286, + 0.1209951862692833, + 0.0749233067035675 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.16033723950386047 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, right-moving wide shot sweeps across the towering, dark wood shelves of a magnificent library. Thousands of heavy books are neatly arranged on the shelves, forming a long, narrow aisle. A soft, dusty beam of sunlight slants in from a high window just outside the frame, casting a clear path through the air and glazing this ocean of knowledge with a warm, golden glow. As the camera pans, a slender, white hand slowly enters the frame. Its fingertips gently trace the spines of several books, as if tactilely reading their history, finally resting on one. It's a hardcover book with a deep red leather cover, its delicate, gilded, vintage pattern gleaming subtly in the light. Then, firmly grasping the top of the book's spine with its index finger and thumb, the hand carefully yet firmly pulls it free from the tightly packed stack. The book makes a barely audible sound as it slides out, leaving a noticeable gap in the shelf. The whole scene, under the warm light and shadow, creates a tranquil, solemn and exploratory academic atmosphere.", + "seed": 31396, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_3/index_3963_seed_31396_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09442884884774685, + "vlm_logprob": -0.09442884884774685, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.09442884884774685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12825676798820496 + ], + "opposite_logprob_tokens": [ + -2.1282567977905273 + ], + "logprob_reward": -0.12825676798820496, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12825676798820496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.562818706035614, + 0.05700981989502907, + 0.030047070235013962, + 0.05227645859122276, + 0.09085910767316818, + 0.02589181624352932, + 0.03951294720172882, + 0.03777499869465828, + 0.038135379552841187, + 0.06567369401454926 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.12825676798820496 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061430551111698 + ], + "opposite_logprob_tokens": [ + -3.8956143856048584 + ], + "logprob_reward": -0.02061430551111698, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061430551111698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.618468165397644, + 0.05726611614227295, + 0.008950549177825451, + 0.04790062457323074, + 0.027751101180911064, + 0.05200674757361412, + 0.026740647852420807, + 0.10095369815826416, + 0.021529296413064003, + 0.038433000445365906 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.02061430551111698 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032887011766434 + ], + "opposite_logprob_tokens": [ + -2.3503289222717285 + ], + "logprob_reward": -0.10032887011766434, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032887011766434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5227491855621338, + 0.038594335317611694, + 0.009465415962040424, + 0.019011124968528748, + 0.06853235512971878, + 0.08391784876585007, + 0.09074048697948456, + 0.0844472125172615, + 0.04283541813492775, + 0.03970661759376526 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.10032887011766434 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307904466986656 + ], + "opposite_logprob_tokens": [ + -3.168079137802124 + ], + "logprob_reward": -0.04307904466986656, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307904466986656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23542071878910065, + 0.055529456585645676, + 0.013760476373136044, + 0.020410487428307533, + 0.033075496554374695, + 0.040048230439424515, + 0.10246717184782028, + 0.1151464655995369, + 0.0719727948307991, + 0.3121686577796936 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.04307904466986656 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798652559518814 + ], + "opposite_logprob_tokens": [ + -1.8048652410507202 + ], + "logprob_reward": -0.1798652559518814, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798652559518814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3419487178325653, + 0.0334215871989727, + 0.013989453203976154, + 0.07077247649431229, + 0.11419576406478882, + 0.11241916567087173, + 0.07328838109970093, + 0.1900852769613266, + 0.02690170705318451, + 0.022977564483880997 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.1798652559518814 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, right-moving wide shot sweeps across the towering, dark wood shelves of a magnificent library. Thousands of heavy books are neatly arranged on the shelves, forming a long, narrow aisle. A soft, dusty beam of sunlight slants in from a high window just outside the frame, casting a clear path through the air and glazing this ocean of knowledge with a warm, golden glow. As the camera pans, a slender, white hand slowly enters the frame. Its fingertips gently trace the spines of several books, as if tactilely reading their history, finally resting on one. It's a hardcover book with a deep red leather cover, its delicate, gilded, vintage pattern gleaming subtly in the light. Then, firmly grasping the top of the book's spine with its index finger and thumb, the hand carefully yet firmly pulls it free from the tightly packed stack. The book makes a barely audible sound as it slides out, leaving a noticeable gap in the shelf. The whole scene, under the warm light and shadow, creates a tranquil, solemn and exploratory academic atmosphere.", + "seed": 31397, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_3/index_3963_seed_31397_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0406535480171442, + "vlm_logprob": -0.0406535480171442, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.0406535480171442, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017789803445339203 + ], + "opposite_logprob_tokens": [ + -4.267789840698242 + ], + "logprob_reward": -0.017789803445339203, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.017789803445339203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3133263885974884, + 0.10667053610086441, + 0.15253020823001862, + 0.07426725327968597, + 0.08679703623056412, + 0.0405598022043705, + 0.04821876809000969, + 0.046602360904216766, + 0.05463718995451927, + 0.07639048248529434 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.017789803445339203 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033741436898708344 + ], + "opposite_logprob_tokens": [ + -3.4087414741516113 + ], + "logprob_reward": -0.033741436898708344, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033741436898708344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25617659091949463, + 0.12672848999500275, + 0.03836595639586449, + 0.2240673154592514, + 0.06761262565851212, + 0.03486470505595207, + 0.05544589087367058, + 0.03666801005601883, + 0.03597565367817879, + 0.12409476190805435 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.033741436898708344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639222010970116 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.008639222010970116, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639222010970116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10534147173166275, + 0.03881173953413963, + 0.09623491764068604, + 0.0761704221367836, + 0.04414992034435272, + 0.048063572496175766, + 0.07228957861661911, + 0.09613820165395737, + 0.19882073998451233, + 0.2239793837070465 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.008639222010970116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607399806380272 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.01607399806380272, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607399806380272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1022181585431099, + 0.05187707021832466, + 0.06493944674730301, + 0.05500689148902893, + 0.14701683819293976, + 0.18754924833774567, + 0.14254365861415863, + 0.03983549773693085, + 0.069509357213974, + 0.1395038366317749 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.01607399806380272 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702327966690063 + ], + "opposite_logprob_tokens": [ + -2.127023220062256 + ], + "logprob_reward": -0.12702327966690063, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702327966690063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16296853125095367, + 0.18983429670333862, + 0.10487037897109985, + 0.14226871728897095, + 0.10077831149101257, + 0.1187000721693039, + 0.058198198676109314, + 0.04093097522854805, + 0.0419037751853466, + 0.03954678028821945 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.12702327966690063 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, right-moving wide shot sweeps across the towering, dark wood shelves of a magnificent library. Thousands of heavy books are neatly arranged on the shelves, forming a long, narrow aisle. A soft, dusty beam of sunlight slants in from a high window just outside the frame, casting a clear path through the air and glazing this ocean of knowledge with a warm, golden glow. As the camera pans, a slender, white hand slowly enters the frame. Its fingertips gently trace the spines of several books, as if tactilely reading their history, finally resting on one. It's a hardcover book with a deep red leather cover, its delicate, gilded, vintage pattern gleaming subtly in the light. Then, firmly grasping the top of the book's spine with its index finger and thumb, the hand carefully yet firmly pulls it free from the tightly packed stack. The book makes a barely audible sound as it slides out, leaving a noticeable gap in the shelf. The whole scene, under the warm light and shadow, creates a tranquil, solemn and exploratory academic atmosphere.", + "seed": 31398, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_3/index_3963_seed_31398_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14424501955509186, + "vlm_logprob": -0.14424501955509186, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.14424501955509186, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16233129799365997 + ], + "opposite_logprob_tokens": [ + -1.9123313426971436 + ], + "logprob_reward": -0.16233129799365997, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16233129799365997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20018161833286285, + 0.06420615315437317, + 0.06901604682207108, + 0.06500693410634995, + 0.06609854847192764, + 0.05595509707927704, + 0.06130795180797577, + 0.2343909740447998, + 0.05508739501237869, + 0.12874926626682281 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.16233129799365997 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07904606312513351 + ], + "opposite_logprob_tokens": [ + -2.5790460109710693 + ], + "logprob_reward": -0.07904606312513351, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07904606312513351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10981971770524979, + 0.016437610611319542, + 0.011449942365288734, + 0.015456953085958958, + 0.35534340143203735, + 0.01567232236266136, + 0.01867002062499523, + 0.37694862484931946, + 0.02181187830865383, + 0.0583895668387413 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.07904606312513351 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038108088076114655 + ], + "opposite_logprob_tokens": [ + -3.2881081104278564 + ], + "logprob_reward": -0.038108088076114655, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038108088076114655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10326029360294342, + 0.013983119279146194, + 0.029655899852514267, + 0.07041703164577484, + 0.05107877030968666, + 0.177361860871315, + 0.021434873342514038, + 0.09028858691453934, + 0.06818971037864685, + 0.3743298053741455 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.038108088076114655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16042324900627136 + ], + "opposite_logprob_tokens": [ + -1.9104232788085938 + ], + "logprob_reward": -0.16042324900627136, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16042324900627136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048988234251737595, + 0.010350191965699196, + 0.01632206328213215, + 0.03140777349472046, + 0.38271284103393555, + 0.02051790989935398, + 0.018203865736722946, + 0.29124242067337036, + 0.03853132575750351, + 0.1417233645915985 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.16042324900627136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a library with towering, dark wood shelves filled with thousands of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a soft, dusty beam of sunlight slant in from a high window outside the frame, casting a warm, golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a slender, white hand enter the frame and trace the spines of books before pulling one out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pulled book a hardcover with a deep red leather cover and a gilded vintage pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, right-moving wide shot that sweeps across the shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813163995742798 + ], + "opposite_logprob_tokens": [ + -1.4063163995742798 + ], + "logprob_reward": -0.2813163995742798, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813163995742798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16556032001972198, + 0.05245598405599594, + 0.07680771499872208, + 0.15649105608463287, + 0.05548819154500961, + 0.07061013579368591, + 0.0744868591427803, + 0.19226430356502533, + 0.034129198640584946, + 0.12170623987913132 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.2813163995742798 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_4/index_tensor([204, 204])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_4/index_tensor([204, 204])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3e34814a7a93cbf333a42de1c2eb0a66c81d4d04 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_4/index_tensor([204, 204])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning close-up shot in stop-motion style, a pair of weathered yet steady hands manipulate a traditional woodcarving knife, its handle smooth and mellow from years of use. As each frame progresses, the blade strikes with a precise and decisive rhythm, each contact sending tiny sawdust dancing through the dense, solid wood, seemingly taking on a life of its own in the still air. The scene is illuminated by a warm spotlight from above and sideways, creating a striking contrast of light and dark against the dim backdrop of the artisan's workshop, highlighting the delicate grain of the wood and the sharp, metallic quality of the blade. With each leap and vanishing of the sawdust, the Buddha's outline is miraculously shaped: from the smooth forehead to the closed, contemplative eyelids to the subtle hint of a smile at the corners of the mouth, every detail is brought to life in this rhythmic and rhythmic visual language. Finally, a compassionate and serene Buddha statue slowly reveals its complete form amidst the interweaving of light, shadow, and wood grain. The entire process is filled with concentration, tranquility, and an almost sacred sense of creation.", + "seed": 11847, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_4/index_204_seed_11847_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13891697274520992, + "vlm_logprob": -0.13891697274520992, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.13891697274520992, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033800676465034485 + ], + "opposite_logprob_tokens": [ + -5.5338006019592285 + ], + "logprob_reward": -0.033800676465034485, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.033800676465034485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49127504229545593, + 0.08638700842857361, + 0.03951232135295868, + 0.0372820682823658, + 0.046756673604249954, + 0.024521522223949432, + 0.07765622437000275, + 0.10222450643777847, + 0.039729148149490356, + 0.05465548112988472 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.033800676465034485 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761446952819824 + ], + "opposite_logprob_tokens": [ + -0.8261446952819824 + ], + "logprob_reward": -0.5761446952819824, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761446952819824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4079303443431854, + 0.053316906094551086, + 0.0517214871942997, + 0.02897999808192253, + 0.027157865464687347, + 0.04350479692220688, + 0.07931159436702728, + 0.09560097754001617, + 0.046720199286937714, + 0.16575577855110168 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.5761446952819824 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004649192094803 + ], + "opposite_logprob_tokens": [ + -2.6950464248657227 + ], + "logprob_reward": -0.07004649192094803, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004649192094803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5274474024772644, + 0.08383836597204208, + 0.03403797373175621, + 0.02996135875582695, + 0.017441153526306152, + 0.00954370480030775, + 0.04636818543076515, + 0.08206761628389359, + 0.06745635718107224, + 0.10183783620595932 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.07004649192094803 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864465907216072 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.00864465907216072, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864465907216072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18478518724441528, + 0.1534070521593094, + 0.10906901955604553, + 0.1064453050494194, + 0.06190941110253334, + 0.0369437076151371, + 0.08280760049819946, + 0.11783357709646225, + 0.04530583322048187, + 0.10149326175451279 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.00864465907216072 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059483409859240055 + ], + "opposite_logprob_tokens": [ + -5.130948543548584 + ], + "logprob_reward": -0.0059483409859240055, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059483409859240055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3708929717540741, + 0.11722570657730103, + 0.07327720522880554, + 0.027678700163960457, + 0.021230220794677734, + 0.06959346681833267, + 0.04827931523323059, + 0.06259765475988388, + 0.0757426768541336, + 0.13348208367824554 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0059483409859240055 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up shot in stop-motion style, a pair of weathered yet steady hands manipulate a traditional woodcarving knife, its handle smooth and mellow from years of use. As each frame progresses, the blade strikes with a precise and decisive rhythm, each contact sending tiny sawdust dancing through the dense, solid wood, seemingly taking on a life of its own in the still air. The scene is illuminated by a warm spotlight from above and sideways, creating a striking contrast of light and dark against the dim backdrop of the artisan's workshop, highlighting the delicate grain of the wood and the sharp, metallic quality of the blade. With each leap and vanishing of the sawdust, the Buddha's outline is miraculously shaped: from the smooth forehead to the closed, contemplative eyelids to the subtle hint of a smile at the corners of the mouth, every detail is brought to life in this rhythmic and rhythmic visual language. Finally, a compassionate and serene Buddha statue slowly reveals its complete form amidst the interweaving of light, shadow, and wood grain. The entire process is filled with concentration, tranquility, and an almost sacred sense of creation.", + "seed": 11848, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_4/index_204_seed_11848_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13760213721543552, + "vlm_logprob": -0.13760213721543552, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.13760213721543552, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033966388553380966 + ], + "opposite_logprob_tokens": [ + -8.158966064453125 + ], + "logprob_reward": -0.033966388553380966, + "yes_no_margin_reward": 8.125, + "token_credit_reward": -0.033966388553380966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1203434020280838, + 0.12689636647701263, + 0.07431328296661377, + 0.06189340353012085, + 0.10884983092546463, + 0.05059956759214401, + 0.12744900584220886, + 0.09126447886228561, + 0.14719656109809875, + 0.09119410812854767 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.033966388553380966 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328285932540894 + ], + "opposite_logprob_tokens": [ + -0.7578285932540894 + ], + "logprob_reward": -0.6328285932540894, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328285932540894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10115537792444229, + 0.11577737331390381, + 0.034658364951610565, + 0.09429580718278885, + 0.08528369665145874, + 0.0832957923412323, + 0.053959112614393234, + 0.10502855479717255, + 0.25914710760116577, + 0.06739888340234756 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.6328285932540894 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636402267962694 + ], + "opposite_logprob_tokens": [ + -4.882636547088623 + ], + "logprob_reward": -0.007636402267962694, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636402267962694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15706893801689148, + 0.11284369975328445, + 0.11646033823490143, + 0.04335872083902359, + 0.1321149617433548, + 0.06430444121360779, + 0.08210849016904831, + 0.15222707390785217, + 0.10121272504329681, + 0.03830062970519066 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.007636402267962694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630723994225264 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.007630723994225264, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630723994225264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13046489655971527, + 0.0555463507771492, + 0.03439605236053467, + 0.05059884116053581, + 0.055499885231256485, + 0.02443701960146427, + 0.07666178792715073, + 0.16050778329372406, + 0.31611478328704834, + 0.09577251225709915 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.007630723994225264 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948578007519245 + ], + "opposite_logprob_tokens": [ + -5.130948543548584 + ], + "logprob_reward": -0.005948578007519245, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948578007519245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11300688982009888, + 0.10884422808885574, + 0.07509215176105499, + 0.07967088371515274, + 0.17806290090084076, + 0.055292464792728424, + 0.0799083560705185, + 0.06288816034793854, + 0.14254917204380035, + 0.10468477755784988 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.005948578007519245 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up shot in stop-motion style, a pair of weathered yet steady hands manipulate a traditional woodcarving knife, its handle smooth and mellow from years of use. As each frame progresses, the blade strikes with a precise and decisive rhythm, each contact sending tiny sawdust dancing through the dense, solid wood, seemingly taking on a life of its own in the still air. The scene is illuminated by a warm spotlight from above and sideways, creating a striking contrast of light and dark against the dim backdrop of the artisan's workshop, highlighting the delicate grain of the wood and the sharp, metallic quality of the blade. With each leap and vanishing of the sawdust, the Buddha's outline is miraculously shaped: from the smooth forehead to the closed, contemplative eyelids to the subtle hint of a smile at the corners of the mouth, every detail is brought to life in this rhythmic and rhythmic visual language. Finally, a compassionate and serene Buddha statue slowly reveals its complete form amidst the interweaving of light, shadow, and wood grain. The entire process is filled with concentration, tranquility, and an almost sacred sense of creation.", + "seed": 11849, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_4/index_204_seed_11849_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06925089876167476, + "vlm_logprob": -0.06925089876167476, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.06925089876167476, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0446946807205677 + ], + "opposite_logprob_tokens": [ + -6.419694900512695 + ], + "logprob_reward": -0.0446946807205677, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0446946807205677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.177734375, + 0.04128366708755493, + 0.053690437227487564, + 0.0904686450958252, + 0.04664238542318344, + 0.029688125476241112, + 0.03747494891285896, + 0.06196719408035278, + 0.4137081503868103, + 0.04734209552407265 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.0446946807205677 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813432216644287 + ], + "opposite_logprob_tokens": [ + -1.4063432216644287 + ], + "logprob_reward": -0.2813432216644287, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813432216644287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14836885035037994, + 0.03501827269792557, + 0.05630085989832878, + 0.1480802297592163, + 0.04177660867571831, + 0.018745090812444687, + 0.24789004027843475, + 0.06928978115320206, + 0.1986466944217682, + 0.03588353469967842 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.2813432216644287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953436251729727 + ], + "opposite_logprob_tokens": [ + -5.130953311920166 + ], + "logprob_reward": -0.005953436251729727, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953436251729727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29145580530166626, + 0.045204900205135345, + 0.10623065382242203, + 0.0932832881808281, + 0.05209141969680786, + 0.010249650105834007, + 0.13039594888687134, + 0.13396604359149933, + 0.06941843032836914, + 0.06770388036966324 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.005953436251729727 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107415184378624 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.01107415184378624, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107415184378624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18958954513072968, + 0.030899232253432274, + 0.04223763570189476, + 0.056113939732313156, + 0.022045334801077843, + 0.013444078154861927, + 0.041963014751672745, + 0.13352617621421814, + 0.4507316052913666, + 0.019449448212981224 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.01107415184378624 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031890033278614283 + ], + "opposite_logprob_tokens": [ + -5.7531890869140625 + ], + "logprob_reward": -0.0031890033278614283, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031890033278614283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27436307072639465, + 0.04497002437710762, + 0.04575445130467415, + 0.12591101229190826, + 0.09178069233894348, + 0.019723905250430107, + 0.14580991864204407, + 0.12022244185209274, + 0.08596034348011017, + 0.045504119247198105 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.0031890033278614283 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up shot in stop-motion style, a pair of weathered yet steady hands manipulate a traditional woodcarving knife, its handle smooth and mellow from years of use. As each frame progresses, the blade strikes with a precise and decisive rhythm, each contact sending tiny sawdust dancing through the dense, solid wood, seemingly taking on a life of its own in the still air. The scene is illuminated by a warm spotlight from above and sideways, creating a striking contrast of light and dark against the dim backdrop of the artisan's workshop, highlighting the delicate grain of the wood and the sharp, metallic quality of the blade. With each leap and vanishing of the sawdust, the Buddha's outline is miraculously shaped: from the smooth forehead to the closed, contemplative eyelids to the subtle hint of a smile at the corners of the mouth, every detail is brought to life in this rhythmic and rhythmic visual language. Finally, a compassionate and serene Buddha statue slowly reveals its complete form amidst the interweaving of light, shadow, and wood grain. The entire process is filled with concentration, tranquility, and an almost sacred sense of creation.", + "seed": 11850, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_4/index_204_seed_11850_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14946692660450936, + "vlm_logprob": -0.14946692660450936, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.14946692660450936, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05314448103308678 + ], + "opposite_logprob_tokens": [ + -5.428144454956055 + ], + "logprob_reward": -0.05314448103308678, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.05314448103308678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09468188136816025, + 0.0588257759809494, + 0.09093645960092545, + 0.06411945819854736, + 0.11104496568441391, + 0.15214526653289795, + 0.15066023170948029, + 0.1100403219461441, + 0.13398878276348114, + 0.03355683758854866 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.05314448103308678 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289281368255615 + ], + "opposite_logprob_tokens": [ + -1.0539281368255615 + ], + "logprob_reward": -0.4289281368255615, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289281368255615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06844517588615417, + 0.06272225826978683, + 0.2812507748603821, + 0.04972313344478607, + 0.05009836331009865, + 0.14561457931995392, + 0.10288169234991074, + 0.06835905462503433, + 0.1113773062825203, + 0.059527698904275894 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.4289281368255615 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207651644945145 + ], + "opposite_logprob_tokens": [ + -2.8120765686035156 + ], + "logprob_reward": -0.06207651644945145, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207651644945145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14469394087791443, + 0.06154489889740944, + 0.06972114741802216, + 0.0676903948187828, + 0.13692334294319153, + 0.0743398442864418, + 0.09295656532049179, + 0.06119043752551079, + 0.20764365792274475, + 0.0832957923412323 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.06207651644945145 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297041654586792 + ], + "opposite_logprob_tokens": [ + -3.773297071456909 + ], + "logprob_reward": -0.023297041654586792, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297041654586792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05308326706290245, + 0.07633070647716522, + 0.27810928225517273, + 0.10223625600337982, + 0.04466862231492996, + 0.06663278490304947, + 0.06389366835355759, + 0.042748503386974335, + 0.23132777214050293, + 0.04096917062997818 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.023297041654586792 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style stop-motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are weathered hands manipulating a woodcarving knife to shape wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm spotlight from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the gradual carving of a Buddha statue's face and form from wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988845705986023 + ], + "opposite_logprob_tokens": [ + -1.8048884868621826 + ], + "logprob_reward": -0.17988845705986023, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988845705986023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06528613716363907, + 0.029144437983632088, + 0.12838853895664215, + 0.0493515245616436, + 0.08190477639436722, + 0.07505812495946884, + 0.07605244964361191, + 0.055692270398139954, + 0.2735081911087036, + 0.16561348736286163 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.17988845705986023 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_5/index_tensor([8696, 8696])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_5/index_tensor([8696, 8696])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d2ac0661f82a49c740f4d218473f479359e06466 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_5/index_tensor([8696, 8696])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene begins with a slow, graceful crane shot descending from a wide angle to a medium shot, intimately depicting a young man and woman. They glide gracefully across a vast outdoor ice rink, bathed in the warm, golden glow of the afternoon sun. The man, with windswept black hair, wears a dark gray cardigan and dark pants; a gentle, adoring smile graces his face as he gazes upon his partner. The woman, her long blond hair flowing freely behind her, wears a cream turtleneck sweater and a flowing red skating skirt. Her cheeks are flushed by the cold, and her bright, warm smile mirrors his. Hand in hand, their movements perfectly synchronized, they carve a smooth, sweeping arc across the pristine ice, their skates stirring up a fine, shimmering mist. The background is a soft-focus winter wonderland, with snow-capped pine trees and the distant, blurred movements of the other skaters. The low-angle sunlight creates long, soft shadows and beautiful, cinematic lens flares, enriching the scene’s warm tones of gold, red, and dark gray, and contributing to an atmosphere of profound romance, tranquility, and joy.", + "seed": 18455, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_5/index_8696_seed_18455_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14676742814481258, + "vlm_logprob": -0.14676742814481258, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.14676742814481258, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5838949680328369 + ], + "opposite_logprob_tokens": [ + -0.8338949680328369 + ], + "logprob_reward": -0.5838949680328369, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5838949680328369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20398159325122833, + 0.10179375857114792, + 0.026368679478764534, + 0.049617718905210495, + 0.07170344889163971, + 0.11155290901660919, + 0.06507343798875809, + 0.2629454433917999, + 0.05378809943795204, + 0.05317484587430954 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.5838949680328369 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906857669353485 + ], + "opposite_logprob_tokens": [ + -2.464068651199341 + ], + "logprob_reward": -0.08906857669353485, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906857669353485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.438086599111557, + 0.07355664670467377, + 0.02118103578686714, + 0.056887924671173096, + 0.03183551877737045, + 0.1509842425584793, + 0.06165608763694763, + 0.08005694299936295, + 0.02750883251428604, + 0.05824610963463783 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.08906857669353485 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036187181249260902 + ], + "opposite_logprob_tokens": [ + -5.6286187171936035 + ], + "logprob_reward": -0.0036187181249260902, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036187181249260902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22659127414226532, + 0.1529739499092102, + 0.044470299035310745, + 0.07447712123394012, + 0.05783518776297569, + 0.09998543560504913, + 0.06847675144672394, + 0.056943364441394806, + 0.17221111059188843, + 0.046035539358854294 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0036187181249260902 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043069567531347275 + ], + "opposite_logprob_tokens": [ + -3.16806960105896 + ], + "logprob_reward": -0.043069567531347275, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043069567531347275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1735670566558838, + 0.04375017061829567, + 0.0921170562505722, + 0.20284703373908997, + 0.08632565289735794, + 0.11255338042974472, + 0.07241177558898926, + 0.08628861606121063, + 0.09655720740556717, + 0.03358200937509537 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.043069567531347275 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418531034141779 + ], + "opposite_logprob_tokens": [ + -4.264185428619385 + ], + "logprob_reward": -0.01418531034141779, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418531034141779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21576060354709625, + 0.1177898496389389, + 0.030900755897164345, + 0.07577137649059296, + 0.060442905873060226, + 0.12472404539585114, + 0.055556733161211014, + 0.06567849218845367, + 0.2295919507741928, + 0.02378326840698719 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.01418531034141779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a slow, graceful crane shot descending from a wide angle to a medium shot, intimately depicting a young man and woman. They glide gracefully across a vast outdoor ice rink, bathed in the warm, golden glow of the afternoon sun. The man, with windswept black hair, wears a dark gray cardigan and dark pants; a gentle, adoring smile graces his face as he gazes upon his partner. The woman, her long blond hair flowing freely behind her, wears a cream turtleneck sweater and a flowing red skating skirt. Her cheeks are flushed by the cold, and her bright, warm smile mirrors his. Hand in hand, their movements perfectly synchronized, they carve a smooth, sweeping arc across the pristine ice, their skates stirring up a fine, shimmering mist. The background is a soft-focus winter wonderland, with snow-capped pine trees and the distant, blurred movements of the other skaters. The low-angle sunlight creates long, soft shadows and beautiful, cinematic lens flares, enriching the scene’s warm tones of gold, red, and dark gray, and contributing to an atmosphere of profound romance, tranquility, and joy.", + "seed": 18456, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_5/index_8696_seed_18456_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2432824160903692, + "vlm_logprob": -0.2432824160903692, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.2432824160903692, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9835930466651917 + ], + "opposite_logprob_tokens": [ + -0.48359304666519165 + ], + "logprob_reward": -0.9835930466651917, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9835930466651917, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19182325899600983, + 0.15504834055900574, + 0.1594316065311432, + 0.18645446002483368, + 0.04440212994813919, + 0.024831542745232582, + 0.09483999758958817, + 0.06126808002591133, + 0.04894866421818733, + 0.03295192867517471 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.9835930466651917 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499931797385216 + ], + "opposite_logprob_tokens": [ + -2.929999351501465 + ], + "logprob_reward": -0.05499931797385216, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499931797385216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24901267886161804, + 0.1280173808336258, + 0.1221441850066185, + 0.08063159137964249, + 0.06999871879816055, + 0.04352562502026558, + 0.07007814943790436, + 0.04199643433094025, + 0.12839260697364807, + 0.06620267033576965 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.05499931797385216 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793566539883614 + ], + "opposite_logprob_tokens": [ + -4.634793758392334 + ], + "logprob_reward": -0.009793566539883614, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793566539883614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29245269298553467, + 0.19336232542991638, + 0.1145794615149498, + 0.12230412662029266, + 0.07623814791440964, + 0.023887617513537407, + 0.042331743985414505, + 0.03531763702630997, + 0.057318489998579025, + 0.04220777004957199 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.009793566539883614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899781316518784 + ], + "opposite_logprob_tokens": [ + -2.578997850418091 + ], + "logprob_reward": -0.07899781316518784, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899781316518784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16956932842731476, + 0.19823572039604187, + 0.1134672537446022, + 0.055728256702423096, + 0.11795397847890854, + 0.058788903057575226, + 0.06929082423448563, + 0.07453526556491852, + 0.09392086416482925, + 0.04850958287715912 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.07899781316518784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902833610773087 + ], + "opposite_logprob_tokens": [ + -2.4640283584594727 + ], + "logprob_reward": -0.08902833610773087, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902833610773087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22293785214424133, + 0.3421410024166107, + 0.08554563671350479, + 0.040211021900177, + 0.035236701369285583, + 0.038833778351545334, + 0.04789188504219055, + 0.06743927299976349, + 0.06537546962499619, + 0.054387398064136505 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.08902833610773087 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a slow, graceful crane shot descending from a wide angle to a medium shot, intimately depicting a young man and woman. They glide gracefully across a vast outdoor ice rink, bathed in the warm, golden glow of the afternoon sun. The man, with windswept black hair, wears a dark gray cardigan and dark pants; a gentle, adoring smile graces his face as he gazes upon his partner. The woman, her long blond hair flowing freely behind her, wears a cream turtleneck sweater and a flowing red skating skirt. Her cheeks are flushed by the cold, and her bright, warm smile mirrors his. Hand in hand, their movements perfectly synchronized, they carve a smooth, sweeping arc across the pristine ice, their skates stirring up a fine, shimmering mist. The background is a soft-focus winter wonderland, with snow-capped pine trees and the distant, blurred movements of the other skaters. The low-angle sunlight creates long, soft shadows and beautiful, cinematic lens flares, enriching the scene’s warm tones of gold, red, and dark gray, and contributing to an atmosphere of profound romance, tranquility, and joy.", + "seed": 18457, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_5/index_8696_seed_18457_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11406673509627581, + "vlm_logprob": -0.11406673509627581, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.11406673509627581, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3573261499404907 + ], + "opposite_logprob_tokens": [ + -1.2323261499404907 + ], + "logprob_reward": -0.3573261499404907, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3573261499404907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22661499679088593, + 0.0975416898727417, + 0.05850917473435402, + 0.09228173643350601, + 0.07024059444665909, + 0.038117703050374985, + 0.08273186534643173, + 0.2258763611316681, + 0.0322512648999691, + 0.07583462446928024 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.3573261499404907 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040608286857605 + ], + "opposite_logprob_tokens": [ + -1.9104061126708984 + ], + "logprob_reward": -0.16040608286857605, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040608286857605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35377562046051025, + 0.13264477252960205, + 0.13857196271419525, + 0.06956980377435684, + 0.04468367621302605, + 0.04715002328157425, + 0.10112708061933517, + 0.042645301669836044, + 0.03914762660861015, + 0.03068411350250244 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.16040608286857605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741872988641262 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.006741872988641262, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741872988641262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2769366204738617, + 0.0637357085943222, + 0.07054364681243896, + 0.08008390665054321, + 0.07296420633792877, + 0.24332991242408752, + 0.09391357004642487, + 0.04086208716034889, + 0.028955819085240364, + 0.02867453172802925 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.006741872988641262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072357073426247 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072357073426247, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072357073426247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36096251010894775, + 0.10135505348443985, + 0.10831286758184433, + 0.11252371221780777, + 0.05345169082283974, + 0.03803699463605881, + 0.04996798560023308, + 0.09537103027105331, + 0.046502940356731415, + 0.03351522982120514 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.016072357073426247 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978721261024475 + ], + "opposite_logprob_tokens": [ + -3.529787302017212 + ], + "logprob_reward": -0.02978721261024475, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978721261024475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34951016306877136, + 0.12075460702180862, + 0.06680905073881149, + 0.16644884645938873, + 0.04418245702981949, + 0.043221667408943176, + 0.024300456047058105, + 0.11356939375400543, + 0.034290872514247894, + 0.036912452429533005 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.02978721261024475 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a slow, graceful crane shot descending from a wide angle to a medium shot, intimately depicting a young man and woman. They glide gracefully across a vast outdoor ice rink, bathed in the warm, golden glow of the afternoon sun. The man, with windswept black hair, wears a dark gray cardigan and dark pants; a gentle, adoring smile graces his face as he gazes upon his partner. The woman, her long blond hair flowing freely behind her, wears a cream turtleneck sweater and a flowing red skating skirt. Her cheeks are flushed by the cold, and her bright, warm smile mirrors his. Hand in hand, their movements perfectly synchronized, they carve a smooth, sweeping arc across the pristine ice, their skates stirring up a fine, shimmering mist. The background is a soft-focus winter wonderland, with snow-capped pine trees and the distant, blurred movements of the other skaters. The low-angle sunlight creates long, soft shadows and beautiful, cinematic lens flares, enriching the scene’s warm tones of gold, red, and dark gray, and contributing to an atmosphere of profound romance, tranquility, and joy.", + "seed": 18458, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_5/index_8696_seed_18458_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09172872947528958, + "vlm_logprob": -0.09172872947528958, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.09172872947528958, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35763096809387207 + ], + "opposite_logprob_tokens": [ + -1.232630968093872 + ], + "logprob_reward": -0.35763096809387207, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35763096809387207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2629936635494232, + 0.11270113289356232, + 0.2508620321750641, + 0.08559277653694153, + 0.0422348827123642, + 0.03841916099190712, + 0.048206835985183716, + 0.026251930743455887, + 0.1139461100101471, + 0.01879149302840233 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.35763096809387207 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982146292924881 + ], + "opposite_logprob_tokens": [ + -3.5298213958740234 + ], + "logprob_reward": -0.02982146292924881, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982146292924881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32805055379867554, + 0.16994042694568634, + 0.0912933200597763, + 0.07681385427713394, + 0.04934727028012276, + 0.08676804602146149, + 0.09138476848602295, + 0.04241248592734337, + 0.043237995356321335, + 0.020751237869262695 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.02982146292924881 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067449514754116535 + ], + "opposite_logprob_tokens": [ + -5.006744861602783 + ], + "logprob_reward": -0.0067449514754116535, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067449514754116535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1332682967185974, + 0.20179568231105804, + 0.04352753609418869, + 0.15880057215690613, + 0.0986160933971405, + 0.1410817950963974, + 0.1238660141825676, + 0.03432399779558182, + 0.04027895629405975, + 0.024441083893179893 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.0067449514754116535 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038108546286821365 + ], + "opposite_logprob_tokens": [ + -3.2881085872650146 + ], + "logprob_reward": -0.038108546286821365, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038108546286821365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12882523238658905, + 0.10292938351631165, + 0.12261693179607391, + 0.0634387657046318, + 0.045108623802661896, + 0.1281377226114273, + 0.12572526931762695, + 0.06681069731712341, + 0.1789226233959198, + 0.037484828382730484 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.038108546286821365 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle shot and slowly descend to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main subjects a young man with black hair and a woman with long blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cream turtleneck sweater and a flowing red skating skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the skaters carving a smooth, sweeping arc across a vast outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus winter wonderland with snow-capped pine trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026337718591094017 + ], + "opposite_logprob_tokens": [ + -3.6513376235961914 + ], + "logprob_reward": -0.026337718591094017, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026337718591094017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060868341475725174, + 0.3510362505912781, + 0.03090745210647583, + 0.07931213825941086, + 0.10016175359487534, + 0.16010691225528717, + 0.1015777662396431, + 0.025158699601888657, + 0.05716323480010033, + 0.03370746597647667 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.026337718591094017 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_6/index_tensor([6311, 6311])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_6/index_tensor([6311, 6311])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..45288112b79bcaacba644d307d5ae1d47c6e6dd4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_6/index_tensor([6311, 6311])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly high-angled medium shot frames an ornate, dark mahogany desk, its polished surface gleaming in the focused, warm glow of a single green bank lamp in a dimly lit, wood-paneled study. The stillness of the scene is suddenly shattered as the desk begins to tremble with an almost imperceptible, low vibration, causing the fountain pen in its brass holder to rattle softly. This initial tremor escalates rapidly and violently into a convulsive earthquake, the entire heavy wooden frame rocking back and forth with unnatural force. Loose, previously neatly arranged sheets of handwritten parchment and modern typed documents are thrown upward and begin to flutter chaotically, scattering across the desk's surface and drifting out of frame to the floor. The unbroken shot tensely captures the escalating chaos, capturing the moment when the antique glass inkwell tilts and spills a pool of deep black ink, which spreads across the polished wood like a creeping stain, creating a stark, dramatic contrast that amplifies the scene's intensifying, baffling horror.", + "seed": 6539, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_6/index_6311_seed_6539_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.022755168937146665, + "vlm_logprob": -0.022755168937146665, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.022755168937146665, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010708370245993137 + ], + "opposite_logprob_tokens": [ + -4.635708332061768 + ], + "logprob_reward": -0.010708370245993137, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010708370245993137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24591319262981415, + 0.08386318385601044, + 0.03384755551815033, + 0.2925379276275635, + 0.04679201915860176, + 0.022305572405457497, + 0.02463189698755741, + 0.05839671194553375, + 0.04814237356185913, + 0.14356951415538788 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.010708370245993137 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023325808346271515 + ], + "opposite_logprob_tokens": [ + -3.7733259201049805 + ], + "logprob_reward": -0.023325808346271515, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023325808346271515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14106614887714386, + 0.08586015552282333, + 0.13459280133247375, + 0.34402772784233093, + 0.07416023313999176, + 0.01623368449509144, + 0.023290058597922325, + 0.03964713588356972, + 0.08787000179290771, + 0.05325206369161606 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.023325808346271515 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306967929005623 + ], + "opposite_logprob_tokens": [ + -3.16806960105896 + ], + "logprob_reward": -0.04306967929005623, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306967929005623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.160701185464859, + 0.041263680905103683, + 0.03372484818100929, + 0.34776395559310913, + 0.03525605797767639, + 0.05833335965871811, + 0.0499410405755043, + 0.061191800981760025, + 0.14497029781341553, + 0.06685373932123184 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.04306967929005623 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081036999821663 + ], + "opposite_logprob_tokens": [ + -4.141080856323242 + ], + "logprob_reward": -0.016081036999821663, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081036999821663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32656681537628174, + 0.03380545601248741, + 0.054054562002420425, + 0.10744617134332657, + 0.078242227435112, + 0.07238713651895523, + 0.06012419983744621, + 0.06469458341598511, + 0.10193148255348206, + 0.10074743628501892 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.016081036999821663 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590949803590775 + ], + "opposite_logprob_tokens": [ + -3.8955910205841064 + ], + "logprob_reward": -0.020590949803590775, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590949803590775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3327050805091858, + 0.05605172738432884, + 0.04839538782835007, + 0.2374151051044464, + 0.030914267525076866, + 0.03416654095053673, + 0.06060348451137543, + 0.09110778570175171, + 0.05710535869002342, + 0.05153532326221466 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.020590949803590775 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled medium shot frames an ornate, dark mahogany desk, its polished surface gleaming in the focused, warm glow of a single green bank lamp in a dimly lit, wood-paneled study. The stillness of the scene is suddenly shattered as the desk begins to tremble with an almost imperceptible, low vibration, causing the fountain pen in its brass holder to rattle softly. This initial tremor escalates rapidly and violently into a convulsive earthquake, the entire heavy wooden frame rocking back and forth with unnatural force. Loose, previously neatly arranged sheets of handwritten parchment and modern typed documents are thrown upward and begin to flutter chaotically, scattering across the desk's surface and drifting out of frame to the floor. The unbroken shot tensely captures the escalating chaos, capturing the moment when the antique glass inkwell tilts and spills a pool of deep black ink, which spreads across the polished wood like a creeping stain, creating a stark, dramatic contrast that amplifies the scene's intensifying, baffling horror.", + "seed": 6540, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_6/index_6311_seed_6540_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020350893959403038, + "vlm_logprob": -0.020350893959403038, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.020350893959403038, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011715656146407127 + ], + "opposite_logprob_tokens": [ + -4.511715888977051 + ], + "logprob_reward": -0.011715656146407127, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011715656146407127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25606927275657654, + 0.1044759675860405, + 0.1124386265873909, + 0.09254597127437592, + 0.07673738151788712, + 0.09711573272943497, + 0.0723382905125618, + 0.06442314386367798, + 0.037345994263887405, + 0.08650963008403778 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.011715656146407127 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310188069939613 + ], + "opposite_logprob_tokens": [ + -3.1681017875671387 + ], + "logprob_reward": -0.04310188069939613, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310188069939613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22041448950767517, + 0.1622726023197174, + 0.06847649067640305, + 0.06475002318620682, + 0.06828918308019638, + 0.07637760788202286, + 0.10198833048343658, + 0.08721031248569489, + 0.059804078191518784, + 0.09041690081357956 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.04310188069939613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297274485230446 + ], + "opposite_logprob_tokens": [ + -3.7732973098754883 + ], + "logprob_reward": -0.023297274485230446, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297274485230446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10357503592967987, + 0.04715892672538757, + 0.07700010389089584, + 0.05599891394376755, + 0.059547990560531616, + 0.269538551568985, + 0.04927973076701164, + 0.20426419377326965, + 0.058254361152648926, + 0.07538223266601562 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.023297274485230446 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554777786135674 + ], + "opposite_logprob_tokens": [ + -4.38755464553833 + ], + "logprob_reward": -0.012554777786135674, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554777786135674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11140714585781097, + 0.05391007661819458, + 0.065785713493824, + 0.07293351739645004, + 0.036323633044958115, + 0.2893967032432556, + 0.03373720496892929, + 0.1289520412683487, + 0.06954853981733322, + 0.13800540566444397 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.012554777786135674 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108488067984581 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.01108488067984581, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108488067984581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06163991242647171, + 0.057338014245033264, + 0.07157246023416519, + 0.041389260441064835, + 0.02961730770766735, + 0.05060173198580742, + 0.05376312881708145, + 0.123688705265522, + 0.10323002189397812, + 0.4071594476699829 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.01108488067984581 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled medium shot frames an ornate, dark mahogany desk, its polished surface gleaming in the focused, warm glow of a single green bank lamp in a dimly lit, wood-paneled study. The stillness of the scene is suddenly shattered as the desk begins to tremble with an almost imperceptible, low vibration, causing the fountain pen in its brass holder to rattle softly. This initial tremor escalates rapidly and violently into a convulsive earthquake, the entire heavy wooden frame rocking back and forth with unnatural force. Loose, previously neatly arranged sheets of handwritten parchment and modern typed documents are thrown upward and begin to flutter chaotically, scattering across the desk's surface and drifting out of frame to the floor. The unbroken shot tensely captures the escalating chaos, capturing the moment when the antique glass inkwell tilts and spills a pool of deep black ink, which spreads across the polished wood like a creeping stain, creating a stark, dramatic contrast that amplifies the scene's intensifying, baffling horror.", + "seed": 6541, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_6/index_6311_seed_6541_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.051277590170502665, + "vlm_logprob": -0.051277590170502665, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.051277590170502665, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06273999065160751 + ], + "opposite_logprob_tokens": [ + -2.8127400875091553 + ], + "logprob_reward": -0.06273999065160751, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06273999065160751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1727822870016098, + 0.11728654056787491, + 0.09883607178926468, + 0.09318631887435913, + 0.10598853975534439, + 0.12738372385501862, + 0.12004131823778152, + 0.056264203041791916, + 0.03640659525990486, + 0.07182443141937256 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.06273999065160751 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500732734799385 + ], + "opposite_logprob_tokens": [ + -2.930007219314575 + ], + "logprob_reward": -0.05500732734799385, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500732734799385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1796886920928955, + 0.22410617768764496, + 0.09138359129428864, + 0.1334085762500763, + 0.09686814993619919, + 0.09633273631334305, + 0.07187128812074661, + 0.02619362808763981, + 0.032805170863866806, + 0.047342050820589066 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.05500732734799385 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899539172649384 + ], + "opposite_logprob_tokens": [ + -2.5789954662323 + ], + "logprob_reward": -0.07899539172649384, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899539172649384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20423412322998047, + 0.10882415622472763, + 0.08642934262752533, + 0.14657123386859894, + 0.06831634789705276, + 0.08158094435930252, + 0.06106411665678024, + 0.12027502059936523, + 0.025310980156064034, + 0.09739382565021515 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.07899539172649384 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982250414788723 + ], + "opposite_logprob_tokens": [ + -3.529822587966919 + ], + "logprob_reward": -0.02982250414788723, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982250414788723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14436130225658417, + 0.05582895502448082, + 0.05798538774251938, + 0.12842382490634918, + 0.04148363694548607, + 0.09600816667079926, + 0.06270870566368103, + 0.2618592083454132, + 0.03774945065379143, + 0.11359132081270218 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.02982250414788723 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029822736978530884 + ], + "opposite_logprob_tokens": [ + -3.529822826385498 + ], + "logprob_reward": -0.029822736978530884, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029822736978530884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.114191435277462, + 0.05334220081567764, + 0.0852413922548294, + 0.12664146721363068, + 0.04884248599410057, + 0.1500222235918045, + 0.0944843515753746, + 0.15211531519889832, + 0.09079005569219589, + 0.08432906866073608 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.029822736978530884 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled medium shot frames an ornate, dark mahogany desk, its polished surface gleaming in the focused, warm glow of a single green bank lamp in a dimly lit, wood-paneled study. The stillness of the scene is suddenly shattered as the desk begins to tremble with an almost imperceptible, low vibration, causing the fountain pen in its brass holder to rattle softly. This initial tremor escalates rapidly and violently into a convulsive earthquake, the entire heavy wooden frame rocking back and forth with unnatural force. Loose, previously neatly arranged sheets of handwritten parchment and modern typed documents are thrown upward and begin to flutter chaotically, scattering across the desk's surface and drifting out of frame to the floor. The unbroken shot tensely captures the escalating chaos, capturing the moment when the antique glass inkwell tilts and spills a pool of deep black ink, which spreads across the polished wood like a creeping stain, creating a stark, dramatic contrast that amplifies the scene's intensifying, baffling horror.", + "seed": 6542, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_6/index_6311_seed_6542_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.019236384890973568, + "vlm_logprob": -0.019236384890973568, + "vlm_yes_no_margin": 4.049999952316284, + "vlm_token_credit": -0.019236384890973568, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009273904375731945 + ], + "opposite_logprob_tokens": [ + -4.759274005889893 + ], + "logprob_reward": -0.009273904375731945, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009273904375731945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7268952131271362, + 0.03757127374410629, + 0.026235612109303474, + 0.019758526235818863, + 0.010226303711533546, + 0.03157242387533188, + 0.033840227872133255, + 0.014305817894637585, + 0.05885409191250801, + 0.040740471333265305 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.009273904375731945 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018209194764494896 + ], + "opposite_logprob_tokens": [ + -4.018208980560303 + ], + "logprob_reward": -0.018209194764494896, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018209194764494896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7373012900352478, + 0.047215063124895096, + 0.029359769076108932, + 0.0773000493645668, + 0.013943461701273918, + 0.013758338987827301, + 0.016919128596782684, + 0.010446439497172832, + 0.03919479623436928, + 0.014561692252755165 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.018209194764494896 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801562428474426 + ], + "opposite_logprob_tokens": [ + -3.529801607131958 + ], + "logprob_reward": -0.029801562428474426, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801562428474426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4406262934207916, + 0.05063031613826752, + 0.09505997598171234, + 0.09525446593761444, + 0.030467605218291283, + 0.030334770679473877, + 0.03252095356583595, + 0.023904047906398773, + 0.09838137775659561, + 0.10282013565301895 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.029801562428474426 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546654790639877 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546654790639877, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546654790639877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2711974084377289, + 0.026859190315008163, + 0.059726640582084656, + 0.09432277828454971, + 0.02801273576915264, + 0.016929401084780693, + 0.03811235353350639, + 0.03341365233063698, + 0.34544122219085693, + 0.08598458021879196 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.012546654790639877 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, wood-paneled study featuring a dark mahogany desk with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single green bank lamp providing warm, focused light on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk begin to tremble with a low vibration that escalates into a violent, convulsive earthquake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do handwritten parchment and typed documents scatter chaotically across the desk and drift out of frame to the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does an antique glass inkwell tilt and spill a pool of deep black ink that spreads across the polished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350608095526695 + ], + "opposite_logprob_tokens": [ + -3.651350498199463 + ], + "logprob_reward": -0.026350608095526695, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350608095526695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23767991364002228, + 0.03313907980918884, + 0.19745664298534393, + 0.11186032742261887, + 0.025834491476416588, + 0.01485184021294117, + 0.03883715718984604, + 0.023667359724640846, + 0.20375773310661316, + 0.11291549354791641 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.026350608095526695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_7/index_tensor([9167, 9167])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_7/index_tensor([9167, 9167])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1580492c6a51879a8b72bdb60875a0c10aca1148 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_7/index_tensor([9167, 9167])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot captures a futuristic chain-driven snowmobile slamming on the brakes, its heavy, exposed chain drive and cleated tracks violently churning deep into the pristine snow. Designed with a sleek, aerodynamic body composed of matte gunmetal gray composite panels and sharp, angular lines, the vehicle unleashes a vast, dazzling plume of crystalline powder that instantly engulfs it, against a breathtaking backdrop of awe-inspiring, jagged ice peaks piercing the pale, frosty sky. As the machine hums to life and falls into a profound silence, the white cloud of snow slowly dissipates, revealing its silent form. Then, in a smooth and deliberate doll-like retreat, the camera slowly pulls away from the lone vehicle. The frame gradually widens, revealing the immense scale of the surrounding landscape: a vast, silent, and completely empty expanse of untouched snow stretching to the distant mountains. The long, blue shadows cast by the low-hanging sun underscore the profound, quiet solitude of the vast winter wilderness.", + "seed": 20353, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_7/index_9167_seed_20353_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.25741615854203703, + "vlm_logprob": -0.25741615854203703, + "vlm_yes_no_margin": 3.2249999761581423, + "vlm_token_credit": -0.25741615854203703, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1377217769622803 + ], + "opposite_logprob_tokens": [ + -0.3877217471599579 + ], + "logprob_reward": -1.1377217769622803, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1377217769622803, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08602245151996613, + 0.04634920880198479, + 0.12103979289531708, + 0.17876893281936646, + 0.03531942889094353, + 0.09555776417255402, + 0.27060824632644653, + 0.046429648995399475, + 0.05956414341926575, + 0.060340359807014465 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -1.1377217769622803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708742916584015 + ], + "opposite_logprob_tokens": [ + -2.127087354660034 + ], + "logprob_reward": -0.12708742916584015, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12708742916584015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2124427855014801, + 0.05604161322116852, + 0.037610821425914764, + 0.14367470145225525, + 0.08661598712205887, + 0.19725078344345093, + 0.11800364404916763, + 0.08129030466079712, + 0.04373409226536751, + 0.023335248231887817 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.12708742916584015 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954503081738949 + ], + "opposite_logprob_tokens": [ + -5.130954265594482 + ], + "logprob_reward": -0.005954503081738949, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954503081738949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13489137589931488, + 0.085105299949646, + 0.054801054298877716, + 0.10807932168245316, + 0.1218835636973381, + 0.29980796575546265, + 0.09122388809919357, + 0.04254145547747612, + 0.01659732684493065, + 0.04506872221827507 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.005954503081738949 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250830203294754 + ], + "opposite_logprob_tokens": [ + -5.255250930786133 + ], + "logprob_reward": -0.005250830203294754, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250830203294754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05480204150080681, + 0.06648649275302887, + 0.13194358348846436, + 0.060271650552749634, + 0.025111902505159378, + 0.1830807477235794, + 0.060277726501226425, + 0.06857097893953323, + 0.1426442414522171, + 0.20681065320968628 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.005250830203294754 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011066253297030926 + ], + "opposite_logprob_tokens": [ + -4.511066436767578 + ], + "logprob_reward": -0.011066253297030926, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011066253297030926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10389500111341476, + 0.07222180813550949, + 0.0755452886223793, + 0.13996592164039612, + 0.07024824619293213, + 0.2208622694015503, + 0.10071773827075958, + 0.07519199699163437, + 0.08586529642343521, + 0.055486444383859634 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.011066253297030926 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot captures a futuristic chain-driven snowmobile slamming on the brakes, its heavy, exposed chain drive and cleated tracks violently churning deep into the pristine snow. Designed with a sleek, aerodynamic body composed of matte gunmetal gray composite panels and sharp, angular lines, the vehicle unleashes a vast, dazzling plume of crystalline powder that instantly engulfs it, against a breathtaking backdrop of awe-inspiring, jagged ice peaks piercing the pale, frosty sky. As the machine hums to life and falls into a profound silence, the white cloud of snow slowly dissipates, revealing its silent form. Then, in a smooth and deliberate doll-like retreat, the camera slowly pulls away from the lone vehicle. The frame gradually widens, revealing the immense scale of the surrounding landscape: a vast, silent, and completely empty expanse of untouched snow stretching to the distant mountains. The long, blue shadows cast by the low-hanging sun underscore the profound, quiet solitude of the vast winter wilderness.", + "seed": 20354, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_7/index_9167_seed_20354_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04061402017250657, + "vlm_logprob": -0.04061402017250657, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.04061402017250657, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1015637218952179 + ], + "opposite_logprob_tokens": [ + -2.3515636920928955 + ], + "logprob_reward": -0.1015637218952179, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1015637218952179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13097374141216278, + 0.06685439497232437, + 0.07923281937837601, + 0.07389108091592789, + 0.18641117215156555, + 0.15524275600910187, + 0.06898228824138641, + 0.039762817323207855, + 0.040582433342933655, + 0.15806640684604645 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.1015637218952179 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899594306945801 + ], + "opposite_logprob_tokens": [ + -2.578995943069458 + ], + "logprob_reward": -0.07899594306945801, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899594306945801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1507279872894287, + 0.06923764199018478, + 0.041636429727077484, + 0.19084709882736206, + 0.1350749284029007, + 0.1371527463197708, + 0.09211860597133636, + 0.03536207973957062, + 0.035819001495838165, + 0.11202346533536911 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.07899594306945801 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787309914827347 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.009787309914827347, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787309914827347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12707196176052094, + 0.1383940875530243, + 0.09709279239177704, + 0.16912773251533508, + 0.08233848959207535, + 0.03529125079512596, + 0.062336910516023636, + 0.08000242710113525, + 0.06135353073477745, + 0.14699086546897888 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.009787309914827347 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092176910489798 + ], + "opposite_logprob_tokens": [ + -5.504092216491699 + ], + "logprob_reward": -0.004092176910489798, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092176910489798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10436784476041794, + 0.06579157710075378, + 0.06780929863452911, + 0.1688748002052307, + 0.1106286346912384, + 0.05973246321082115, + 0.055021174252033234, + 0.05577113851904869, + 0.09142912179231644, + 0.22057399153709412 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.004092176910489798 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630949072539806 + ], + "opposite_logprob_tokens": [ + -4.758630752563477 + ], + "logprob_reward": -0.008630949072539806, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630949072539806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11301406472921371, + 0.06348859518766403, + 0.046257831156253815, + 0.05917966365814209, + 0.07111115753650665, + 0.10091928392648697, + 0.06444503366947174, + 0.1410445272922516, + 0.19950711727142334, + 0.14103271067142487 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.008630949072539806 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot captures a futuristic chain-driven snowmobile slamming on the brakes, its heavy, exposed chain drive and cleated tracks violently churning deep into the pristine snow. Designed with a sleek, aerodynamic body composed of matte gunmetal gray composite panels and sharp, angular lines, the vehicle unleashes a vast, dazzling plume of crystalline powder that instantly engulfs it, against a breathtaking backdrop of awe-inspiring, jagged ice peaks piercing the pale, frosty sky. As the machine hums to life and falls into a profound silence, the white cloud of snow slowly dissipates, revealing its silent form. Then, in a smooth and deliberate doll-like retreat, the camera slowly pulls away from the lone vehicle. The frame gradually widens, revealing the immense scale of the surrounding landscape: a vast, silent, and completely empty expanse of untouched snow stretching to the distant mountains. The long, blue shadows cast by the low-hanging sun underscore the profound, quiet solitude of the vast winter wilderness.", + "seed": 20355, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_7/index_9167_seed_20355_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09084636075422167, + "vlm_logprob": -0.09084636075422167, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.09084636075422167, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07081476598978043 + ], + "opposite_logprob_tokens": [ + -2.695814847946167 + ], + "logprob_reward": -0.07081476598978043, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07081476598978043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07711480557918549, + 0.40651851892471313, + 0.023395957425236702, + 0.04504765197634697, + 0.0692807286977768, + 0.12345199286937714, + 0.05809491500258446, + 0.09288867563009262, + 0.04602671042084694, + 0.05817999690771103 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.07081476598978043 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813251316547394 + ], + "opposite_logprob_tokens": [ + -1.406325101852417 + ], + "logprob_reward": -0.2813251316547394, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813251316547394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1046280562877655, + 0.10306335240602493, + 0.18854783475399017, + 0.05450541898608208, + 0.09265755861997604, + 0.2631687521934509, + 0.04556647315621376, + 0.049635566771030426, + 0.039066459983587265, + 0.05916057899594307 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.2813251316547394 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043067168444395065 + ], + "opposite_logprob_tokens": [ + -3.168067216873169 + ], + "logprob_reward": -0.043067168444395065, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043067168444395065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048221852630376816, + 0.17767314612865448, + 0.15257397294044495, + 0.0291751716285944, + 0.018601376563310623, + 0.46565893292427063, + 0.02296542190015316, + 0.029500462114810944, + 0.02441675029695034, + 0.031212856993079185 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.043067168444395065 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093007650226355 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093007650226355, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093007650226355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12024302780628204, + 0.1960054486989975, + 0.11593275517225266, + 0.043152231723070145, + 0.06851518154144287, + 0.2631000280380249, + 0.07821402698755264, + 0.0399036668241024, + 0.035042453557252884, + 0.039891161024570465 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.004093007650226355 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493173003196716 + ], + "opposite_logprob_tokens": [ + -2.929931640625 + ], + "logprob_reward": -0.05493173003196716, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493173003196716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048240579664707184, + 0.2928883135318756, + 0.019454943016171455, + 0.02845003642141819, + 0.02891494333744049, + 0.4848043918609619, + 0.022048519924283028, + 0.020551281049847603, + 0.024552443996071815, + 0.030094534158706665 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.05493173003196716 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot captures a futuristic chain-driven snowmobile slamming on the brakes, its heavy, exposed chain drive and cleated tracks violently churning deep into the pristine snow. Designed with a sleek, aerodynamic body composed of matte gunmetal gray composite panels and sharp, angular lines, the vehicle unleashes a vast, dazzling plume of crystalline powder that instantly engulfs it, against a breathtaking backdrop of awe-inspiring, jagged ice peaks piercing the pale, frosty sky. As the machine hums to life and falls into a profound silence, the white cloud of snow slowly dissipates, revealing its silent form. Then, in a smooth and deliberate doll-like retreat, the camera slowly pulls away from the lone vehicle. The frame gradually widens, revealing the immense scale of the surrounding landscape: a vast, silent, and completely empty expanse of untouched snow stretching to the distant mountains. The long, blue shadows cast by the low-hanging sun underscore the profound, quiet solitude of the vast winter wilderness.", + "seed": 20356, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_7/index_9167_seed_20356_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03024445250630379, + "vlm_logprob": -0.03024445250630379, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.03024445250630379, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10172396153211594 + ], + "opposite_logprob_tokens": [ + -2.3517239093780518 + ], + "logprob_reward": -0.10172396153211594, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10172396153211594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3140791356563568, + 0.05723385512828827, + 0.05223774537444115, + 0.046218954026699066, + 0.23895737528800964, + 0.04756433144211769, + 0.05997058004140854, + 0.0630103275179863, + 0.0599745474755764, + 0.06075325608253479 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.10172396153211594 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023296691477298737 + ], + "opposite_logprob_tokens": [ + -3.773296594619751 + ], + "logprob_reward": -0.023296691477298737, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023296691477298737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11701004207134247, + 0.061751026660203934, + 0.04342908412218094, + 0.19061101973056793, + 0.27824217081069946, + 0.06055063754320145, + 0.056962333619594574, + 0.05930812284350395, + 0.0686916783452034, + 0.0634438768029213 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.023296691477298737 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015144795179367065 + ], + "opposite_logprob_tokens": [ + -6.501514434814453 + ], + "logprob_reward": -0.0015144795179367065, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015144795179367065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09311844408512115, + 0.054508622735738754, + 0.029994040727615356, + 0.023082291707396507, + 0.09610411524772644, + 0.14901132881641388, + 0.09043142944574356, + 0.09390780329704285, + 0.17445722222328186, + 0.1953846961259842 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.0015144795179367065 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008632604032754898 + ], + "opposite_logprob_tokens": [ + -4.758632659912109 + ], + "logprob_reward": -0.008632604032754898, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008632604032754898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17847053706645966, + 0.053498029708862305, + 0.06084064021706581, + 0.024722915142774582, + 0.027724748477339745, + 0.05450772866606712, + 0.060575444251298904, + 0.1046660840511322, + 0.12763062119483948, + 0.30736321210861206 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.008632604032754898 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic snowmobile with a sleek, aerodynamic body composed of matte gunmetal gray composite panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowmobile slam on its brakes, causing its heavy exposed chain drive and cleated tracks to violently churn deep into the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the vehicle unleash a vast, dazzling plume of crystalline powder that instantly engulfs it before slowly dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast expanse of untouched snow stretching to distant, jagged ice peaks under a pale, frosty sky with long blue shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth, deliberate pull-away (zoom out) from the vehicle to reveal the immense scale of the empty landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605452597141266 + ], + "opposite_logprob_tokens": [ + -4.141054630279541 + ], + "logprob_reward": -0.01605452597141266, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605452597141266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03588840737938881, + 0.021422864869236946, + 0.02399718016386032, + 0.0221644788980484, + 0.08915859460830688, + 0.05528230592608452, + 0.13997386395931244, + 0.3126576840877533, + 0.21890392899513245, + 0.08055071532726288 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.01605452597141266 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_8/index_tensor([5750, 5750])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_8/index_tensor([5750, 5750])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..19760ce8ea064dfa3446b04aa97177a4939ba90c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_8/index_tensor([5750, 5750])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures an intimate moment of passionate conversation between two friends in a dimly lit, cozy bistro. A woman in her twenties, with wavy auburn hair loosely pulled back and wearing a soft cream-colored sweater, leans forward, a gentle smile on her face as she speaks. Across from her, a man of similar age, wearing a dark green button-down shirt with the sleeves casually rolled up to his forearms, listens intently, his head slightly tilted, a look of genuine engagement. Between them, on a small, round, dark wooden table, lie two elegant, large glasses half-filled with deep red wine. As the woman shares her story, her right hand gracefully and expressively gestures near the bowl of her glass, while the man's hand rests near the base of his own, his fingers leisurely tracing the polished wood. The entire scene is bathed in the warm golden light of a low-hanging lamp, casting soft shadows on their faces and causing the wine to gleam, creating a tranquil and welcoming atmosphere of easy friendship and shared confidence.", + "seed": 15303, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_8/index_5750_seed_15303_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02671514586545527, + "vlm_logprob": -0.02671514586545527, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.02671514586545527, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07536615431308746 + ], + "opposite_logprob_tokens": [ + -3.325366258621216 + ], + "logprob_reward": -0.07536615431308746, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.07536615431308746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5429208278656006, + 0.058011144399642944, + 0.11367450654506683, + 0.04231887683272362, + 0.03796401992440224, + 0.02287808619439602, + 0.025169314816594124, + 0.03309672325849533, + 0.09632789343595505, + 0.027638684958219528 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.07536615431308746 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009808322414755821 + ], + "opposite_logprob_tokens": [ + -4.634808540344238 + ], + "logprob_reward": -0.009808322414755821, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009808322414755821, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.442294180393219, + 0.08273258060216904, + 0.06603594124317169, + 0.07085447013378143, + 0.0213382076472044, + 0.011514609679579735, + 0.015895890071988106, + 0.04182751849293709, + 0.2107423096895218, + 0.03676425665616989 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.009808322414755821 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108488067984581 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.01108488067984581, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108488067984581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6342095136642456, + 0.09504343569278717, + 0.05629466846585274, + 0.03283938765525818, + 0.05295805633068085, + 0.03823307529091835, + 0.016720103099942207, + 0.013790027238428593, + 0.04004058986902237, + 0.019871072843670845 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01108488067984581 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370489925146103 + ], + "opposite_logprob_tokens": [ + -3.408704996109009 + ], + "logprob_reward": -0.03370489925146103, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370489925146103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7020474672317505, + 0.055896881967782974, + 0.05081765353679657, + 0.03635553643107414, + 0.04274909570813179, + 0.014700903557240963, + 0.02084820345044136, + 0.021322030574083328, + 0.03098044916987419, + 0.024281758815050125 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03370489925146103 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036114726681262255 + ], + "opposite_logprob_tokens": [ + -5.6286115646362305 + ], + "logprob_reward": -0.0036114726681262255, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036114726681262255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8066087961196899, + 0.027042696252465248, + 0.05193590372800827, + 0.020974846556782722, + 0.014826222322881222, + 0.020181307569146156, + 0.01827787421643734, + 0.00997147522866726, + 0.018435288220643997, + 0.01174550224095583 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0036114726681262255 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures an intimate moment of passionate conversation between two friends in a dimly lit, cozy bistro. A woman in her twenties, with wavy auburn hair loosely pulled back and wearing a soft cream-colored sweater, leans forward, a gentle smile on her face as she speaks. Across from her, a man of similar age, wearing a dark green button-down shirt with the sleeves casually rolled up to his forearms, listens intently, his head slightly tilted, a look of genuine engagement. Between them, on a small, round, dark wooden table, lie two elegant, large glasses half-filled with deep red wine. As the woman shares her story, her right hand gracefully and expressively gestures near the bowl of her glass, while the man's hand rests near the base of his own, his fingers leisurely tracing the polished wood. The entire scene is bathed in the warm golden light of a low-hanging lamp, casting soft shadows on their faces and causing the wine to gleam, creating a tranquil and welcoming atmosphere of easy friendship and shared confidence.", + "seed": 15304, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_8/index_5750_seed_15304_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02410490671172738, + "vlm_logprob": -0.02410490671172738, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.02410490671172738, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06097798049449921 + ], + "opposite_logprob_tokens": [ + -3.8109779357910156 + ], + "logprob_reward": -0.06097798049449921, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.06097798049449921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.442788690328598, + 0.038530319929122925, + 0.019435739144682884, + 0.014933246187865734, + 0.03870793804526329, + 0.038305867463350296, + 0.0617903433740139, + 0.12998245656490326, + 0.14867952466011047, + 0.06684593856334686 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.06097798049449921 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013559204526245594 + ], + "opposite_logprob_tokens": [ + -6.62635612487793 + ], + "logprob_reward": -0.0013559204526245594, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013559204526245594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31633326411247253, + 0.026435788720846176, + 0.01978990063071251, + 0.011484194546937943, + 0.030426036566495895, + 0.01901894621551037, + 0.018348483368754387, + 0.08530095219612122, + 0.41379520297050476, + 0.059067197144031525 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0013559204526245594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201059006154537 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.014201059006154537, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201059006154537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44677868485450745, + 0.03202648460865021, + 0.008961568586528301, + 0.009771868586540222, + 0.025413813069462776, + 0.04112032800912857, + 0.05991672724485397, + 0.01668606884777546, + 0.3145418167114258, + 0.04478262737393379 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.014201059006154537 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980167791247368 + ], + "opposite_logprob_tokens": [ + -3.529801607131958 + ], + "logprob_reward": -0.02980167791247368, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980167791247368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6008216738700867, + 0.03713411092758179, + 0.01645912043750286, + 0.02488139644265175, + 0.0405818447470665, + 0.022140780463814735, + 0.0726199671626091, + 0.03718758001923561, + 0.1257379800081253, + 0.022435519844293594 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.02980167791247368 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187895692884922 + ], + "opposite_logprob_tokens": [ + -4.264187812805176 + ], + "logprob_reward": -0.014187895692884922, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187895692884922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7378793954849243, + 0.04045335203409195, + 0.011185048148036003, + 0.02093137800693512, + 0.028782902285456657, + 0.014018991030752659, + 0.017966486513614655, + 0.016413509845733643, + 0.03554079309105873, + 0.07682815194129944 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.014187895692884922 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures an intimate moment of passionate conversation between two friends in a dimly lit, cozy bistro. A woman in her twenties, with wavy auburn hair loosely pulled back and wearing a soft cream-colored sweater, leans forward, a gentle smile on her face as she speaks. Across from her, a man of similar age, wearing a dark green button-down shirt with the sleeves casually rolled up to his forearms, listens intently, his head slightly tilted, a look of genuine engagement. Between them, on a small, round, dark wooden table, lie two elegant, large glasses half-filled with deep red wine. As the woman shares her story, her right hand gracefully and expressively gestures near the bowl of her glass, while the man's hand rests near the base of his own, his fingers leisurely tracing the polished wood. The entire scene is bathed in the warm golden light of a low-hanging lamp, casting soft shadows on their faces and causing the wine to gleam, creating a tranquil and welcoming atmosphere of easy friendship and shared confidence.", + "seed": 15305, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_8/index_5750_seed_15305_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023939660331234337, + "vlm_logprob": -0.023939660331234337, + "vlm_yes_no_margin": 4.5749999523162845, + "vlm_token_credit": -0.023939660331234337, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0874767005443573 + ], + "opposite_logprob_tokens": [ + -2.7124767303466797 + ], + "logprob_reward": -0.0874767005443573, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0874767005443573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14890526235103607, + 0.049326714128255844, + 0.03286086767911911, + 0.099977046251297, + 0.07432949542999268, + 0.053468748927116394, + 0.10977696627378464, + 0.07769046723842621, + 0.06745613366365433, + 0.28620824217796326 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0874767005443573 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00320825376547873 + ], + "opposite_logprob_tokens": [ + -5.753208160400391 + ], + "logprob_reward": -0.00320825376547873, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00320825376547873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13769064843654633, + 0.03900383785367012, + 0.0850318968296051, + 0.09173467010259628, + 0.05746711418032646, + 0.07156533002853394, + 0.07005570083856583, + 0.07627282291650772, + 0.03144490346312523, + 0.3397330641746521 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.00320825376547873 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098587669432163 + ], + "opposite_logprob_tokens": [ + -5.504098415374756 + ], + "logprob_reward": -0.004098587669432163, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098587669432163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11924795061349869, + 0.022332577034831047, + 0.03571436554193497, + 0.07605370879173279, + 0.10200462490320206, + 0.08859788626432419, + 0.12363654375076294, + 0.059912532567977905, + 0.022928209975361824, + 0.3495715856552124 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.004098587669432163 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818484626710415 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.01818484626710415, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818484626710415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2059541642665863, + 0.09454180300235748, + 0.08142759650945663, + 0.09853575378656387, + 0.06124381721019745, + 0.07001641392707825, + 0.07128164917230606, + 0.10256058722734451, + 0.05546676367521286, + 0.1589713841676712 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.01818484626710415 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729913409799337 + ], + "opposite_logprob_tokens": [ + -5.006730079650879 + ], + "logprob_reward": -0.006729913409799337, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729913409799337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22243542969226837, + 0.03936360776424408, + 0.03712715581059456, + 0.06381172686815262, + 0.08413262665271759, + 0.06856133043766022, + 0.11137880384922028, + 0.10057031363248825, + 0.034524090588092804, + 0.23809492588043213 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.006729913409799337 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures an intimate moment of passionate conversation between two friends in a dimly lit, cozy bistro. A woman in her twenties, with wavy auburn hair loosely pulled back and wearing a soft cream-colored sweater, leans forward, a gentle smile on her face as she speaks. Across from her, a man of similar age, wearing a dark green button-down shirt with the sleeves casually rolled up to his forearms, listens intently, his head slightly tilted, a look of genuine engagement. Between them, on a small, round, dark wooden table, lie two elegant, large glasses half-filled with deep red wine. As the woman shares her story, her right hand gracefully and expressively gestures near the bowl of her glass, while the man's hand rests near the base of his own, his fingers leisurely tracing the polished wood. The entire scene is bathed in the warm golden light of a low-hanging lamp, casting soft shadows on their faces and causing the wine to gleam, creating a tranquil and welcoming atmosphere of easy friendship and shared confidence.", + "seed": 15306, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_8/index_5750_seed_15306_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01767678475007415, + "vlm_logprob": -0.01767678475007415, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.01767678475007415, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04073978587985039 + ], + "opposite_logprob_tokens": [ + -4.540740013122559 + ], + "logprob_reward": -0.04073978587985039, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.04073978587985039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1858302652835846, + 0.06973917782306671, + 0.07302404195070267, + 0.03823096305131912, + 0.11397901177406311, + 0.06029530242085457, + 0.08538807183504105, + 0.04438171535730362, + 0.0556521862745285, + 0.27347931265830994 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.04073978587985039 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001529477071017027 + ], + "opposite_logprob_tokens": [ + -6.501529693603516 + ], + "logprob_reward": -0.001529477071017027, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001529477071017027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2740609049797058, + 0.11943474411964417, + 0.09897122532129288, + 0.16459648311138153, + 0.041758839040994644, + 0.048602163791656494, + 0.04747951775789261, + 0.03462875261902809, + 0.06801390647888184, + 0.10245340317487717 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.001529477071017027 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046443212777376175 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.0046443212777376175, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046443212777376175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30567601323127747, + 0.05315485969185829, + 0.3238607347011566, + 0.07340575009584427, + 0.07935688644647598, + 0.03411853313446045, + 0.03132661432027817, + 0.02614661306142807, + 0.02316247671842575, + 0.04979153722524643 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0046443212777376175 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289239034056664 + ], + "opposite_logprob_tokens": [ + -3.773289203643799 + ], + "logprob_reward": -0.023289239034056664, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289239034056664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22566182911396027, + 0.06753109395503998, + 0.08782623708248138, + 0.07249584794044495, + 0.0501273088157177, + 0.05210426449775696, + 0.06249741092324257, + 0.0321812704205513, + 0.05398097634315491, + 0.2955937385559082 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.023289239034056664 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two friends, a woman with wavy auburn hair in a cream sweater and a man in a dark green button-down shirt, visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, round, dark wooden table with two large glasses half-filled with deep red wine between them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman gesturing with her right hand near her glass while the man's hand rests on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden light from a low-hanging lamp casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181100487709045 + ], + "opposite_logprob_tokens": [ + -4.018181324005127 + ], + "logprob_reward": -0.018181100487709045, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181100487709045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4443856179714203, + 0.02946971170604229, + 0.02784072235226631, + 0.031663618981838226, + 0.17472121119499207, + 0.042723648250103, + 0.0229486096650362, + 0.015100001357495785, + 0.00939090084284544, + 0.20175594091415405 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.018181100487709045 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_9/index_tensor([5325, 5325])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_9/index_tensor([5325, 5325])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7bec8b074c35d8ec09ecde3f05c9a68c2e16d726 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_9/index_tensor([5325, 5325])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a surreal 3D rendering, a low-angle medium shot frames a powerful construction warrior, his body huddled in a low crouch on a chaotic, smoke-filled battlefield at dusk. He wears worn, black leather armor over chain mail, with massive steel pauldrons protecting his broad shoulders. His face, with its chiseled features, square jaw, and resolute brows, is a mask of fierce loyalty, his eyes fixed on an unseen enemy. His hands, clasped in leather gloves, grip the shafts of a pair of halberds, knuckles white. Suddenly, the earth beneath him erupts violently, propelling him to the surface like an underground explosion. As the warrior is propelled into the air, the camera executes a rapid, tight zoom, focusing in realistic detail. This rapid movement captures the instantaneous shift in his expression from steely determination to pure shock, his eyes widening with pupils dilated. The zoom highlights the powerful ripples of his biceps and deltoids straining beneath his skin in response to the unexpected force, while a spray of dust and pebbles moves in slow-motion shockwaves around his rising body. The entire scene is bathed in the low, warm, orange glow of the setting sun, which glints off the armored edges of the sun, illuminating the swirling particles of smoke and debris, creating an atmosphere of tense and dramatic violence.", + "seed": 9445, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_9/index_5325_seed_9445_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.9435603328049182, + "vlm_logprob": -0.9435603328049182, + "vlm_yes_no_margin": 0.9749999880790711, + "vlm_token_credit": -0.9435603328049182, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -4.1412434577941895 + ], + "opposite_logprob_tokens": [ + -0.016243377700448036 + ], + "logprob_reward": -4.1412434577941895, + "yes_no_margin_reward": -4.125, + "token_credit_reward": -4.1412434577941895, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06996967643499374, + 0.06199494004249573, + 0.13173876702785492, + 0.07341264933347702, + 0.08005247265100479, + 0.06579005718231201, + 0.024713724851608276, + 0.03888249769806862, + 0.3135621249675751, + 0.13988308608531952 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -4.1412434577941895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31397420167922974 + ], + "opposite_logprob_tokens": [ + -1.313974142074585 + ], + "logprob_reward": -0.31397420167922974, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31397420167922974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3791506588459015, + 0.03607187792658806, + 0.07239804416894913, + 0.047672756016254425, + 0.03432803601026535, + 0.058627814054489136, + 0.06780114024877548, + 0.047417279332876205, + 0.10812553018331528, + 0.14840692281723022 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.31397420167922974 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03380655497312546 + ], + "opposite_logprob_tokens": [ + -3.408806562423706 + ], + "logprob_reward": -0.03380655497312546, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03380655497312546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04222584888339043, + 0.11919480562210083, + 0.11591607332229614, + 0.07271435111761093, + 0.11799269914627075, + 0.07409846782684326, + 0.02603541500866413, + 0.0637744888663292, + 0.23824787139892578, + 0.1297999918460846 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.03380655497312546 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04875844344496727 + ], + "opposite_logprob_tokens": [ + -3.0487585067749023 + ], + "logprob_reward": -0.04875844344496727, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04875844344496727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.263287752866745, + 0.07684018462896347, + 0.05488050356507301, + 0.07575288414955139, + 0.061594408005476, + 0.0954909548163414, + 0.032209742814302444, + 0.04674398526549339, + 0.17355264723300934, + 0.11964695900678635 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.04875844344496727 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18001900613307953 + ], + "opposite_logprob_tokens": [ + -1.8050190210342407 + ], + "logprob_reward": -0.18001900613307953, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18001900613307953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31221336126327515, + 0.05785810202360153, + 0.030485371127724648, + 0.09280550479888916, + 0.06492535769939423, + 0.07681445777416229, + 0.02427271008491516, + 0.03923879563808441, + 0.22721928358078003, + 0.07416708767414093 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.18001900613307953 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a surreal 3D rendering, a low-angle medium shot frames a powerful construction warrior, his body huddled in a low crouch on a chaotic, smoke-filled battlefield at dusk. He wears worn, black leather armor over chain mail, with massive steel pauldrons protecting his broad shoulders. His face, with its chiseled features, square jaw, and resolute brows, is a mask of fierce loyalty, his eyes fixed on an unseen enemy. His hands, clasped in leather gloves, grip the shafts of a pair of halberds, knuckles white. Suddenly, the earth beneath him erupts violently, propelling him to the surface like an underground explosion. As the warrior is propelled into the air, the camera executes a rapid, tight zoom, focusing in realistic detail. This rapid movement captures the instantaneous shift in his expression from steely determination to pure shock, his eyes widening with pupils dilated. The zoom highlights the powerful ripples of his biceps and deltoids straining beneath his skin in response to the unexpected force, while a spray of dust and pebbles moves in slow-motion shockwaves around his rising body. The entire scene is bathed in the low, warm, orange glow of the setting sun, which glints off the armored edges of the sun, illuminating the swirling particles of smoke and debris, creating an atmosphere of tense and dramatic violence.", + "seed": 9446, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_9/index_5325_seed_9446_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.034494666289538144, + "vlm_logprob": -0.034494666289538144, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.034494666289538144, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04997934773564339 + ], + "opposite_logprob_tokens": [ + -3.0499794483184814 + ], + "logprob_reward": -0.04997934773564339, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04997934773564339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10921579599380493, + 0.15234528481960297, + 0.10505764186382294, + 0.1281033754348755, + 0.042457710951566696, + 0.06293146312236786, + 0.10189583152532578, + 0.13984589278697968, + 0.08646512776613235, + 0.07168187946081161 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.04997934773564339 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586511120200157 + ], + "opposite_logprob_tokens": [ + -3.8955864906311035 + ], + "logprob_reward": -0.020586511120200157, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586511120200157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19410641491413116, + 0.05593564733862877, + 0.11700186878442764, + 0.11136507987976074, + 0.0701884850859642, + 0.06271030753850937, + 0.05657865107059479, + 0.09243187308311462, + 0.10243111848831177, + 0.13725057244300842 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.020586511120200157 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630014326423407 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007630014326423407, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630014326423407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13279639184474945, + 0.09617929905653, + 0.032460201531648636, + 0.08213482052087784, + 0.10232798755168915, + 0.07607397437095642, + 0.11957351118326187, + 0.17229346930980682, + 0.05667030066251755, + 0.12949000298976898 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.007630014326423407 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525260902941227 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.00525260902941227, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525260902941227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2361745536327362, + 0.09407097846269608, + 0.06876447796821594, + 0.05920187011361122, + 0.040045544505119324, + 0.04175005853176117, + 0.018157508224248886, + 0.058809421956539154, + 0.11298881471157074, + 0.2700367867946625 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.00525260902941227 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890248492360115 + ], + "opposite_logprob_tokens": [ + -2.464024782180786 + ], + "logprob_reward": -0.0890248492360115, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890248492360115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10777953267097473, + 0.08799809217453003, + 0.06885666400194168, + 0.12630504369735718, + 0.038262754678726196, + 0.02316201478242874, + 0.08157963305711746, + 0.09764091670513153, + 0.15720891952514648, + 0.21120646595954895 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.0890248492360115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a surreal 3D rendering, a low-angle medium shot frames a powerful construction warrior, his body huddled in a low crouch on a chaotic, smoke-filled battlefield at dusk. He wears worn, black leather armor over chain mail, with massive steel pauldrons protecting his broad shoulders. His face, with its chiseled features, square jaw, and resolute brows, is a mask of fierce loyalty, his eyes fixed on an unseen enemy. His hands, clasped in leather gloves, grip the shafts of a pair of halberds, knuckles white. Suddenly, the earth beneath him erupts violently, propelling him to the surface like an underground explosion. As the warrior is propelled into the air, the camera executes a rapid, tight zoom, focusing in realistic detail. This rapid movement captures the instantaneous shift in his expression from steely determination to pure shock, his eyes widening with pupils dilated. The zoom highlights the powerful ripples of his biceps and deltoids straining beneath his skin in response to the unexpected force, while a spray of dust and pebbles moves in slow-motion shockwaves around his rising body. The entire scene is bathed in the low, warm, orange glow of the setting sun, which glints off the armored edges of the sun, illuminating the swirling particles of smoke and debris, creating an atmosphere of tense and dramatic violence.", + "seed": 9447, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_9/index_5325_seed_9447_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03373443800956011, + "vlm_logprob": -0.03373443800956011, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.03373443800956011, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03902900591492653 + ], + "opposite_logprob_tokens": [ + -3.289029121398926 + ], + "logprob_reward": -0.03902900591492653, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03902900591492653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14222122728824615, + 0.17168258130550385, + 0.09039895236492157, + 0.0356205590069294, + 0.08125900477170944, + 0.11663058400154114, + 0.12185424566268921, + 0.056754548102617264, + 0.09475356340408325, + 0.08882471919059753 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.03902900591492653 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232976246625185 + ], + "opposite_logprob_tokens": [ + -3.7732975482940674 + ], + "logprob_reward": -0.0232976246625185, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232976246625185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12841907143592834, + 0.12343808263540268, + 0.14912977814674377, + 0.12356831133365631, + 0.06596529483795166, + 0.0810864046216011, + 0.054766956716775894, + 0.1233496442437172, + 0.04660211503505707, + 0.10367437452077866 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0232976246625185 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328539453446865 + ], + "opposite_logprob_tokens": [ + -3.773285388946533 + ], + "logprob_reward": -0.02328539453446865, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328539453446865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057293202728033066, + 0.1013956144452095, + 0.04555988684296608, + 0.07290080934762955, + 0.03511086478829384, + 0.2529957592487335, + 0.08962871134281158, + 0.04065711796283722, + 0.18684561550617218, + 0.11761242151260376 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.02328539453446865 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094076342880726 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094076342880726, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094076342880726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13007189333438873, + 0.11432565748691559, + 0.15070530772209167, + 0.06284180283546448, + 0.06440067291259766, + 0.2082357406616211, + 0.051020339131355286, + 0.037198226898908615, + 0.06252662092447281, + 0.11867371946573257 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.004094076342880726 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896608859300613 + ], + "opposite_logprob_tokens": [ + -2.5789661407470703 + ], + "logprob_reward": -0.07896608859300613, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896608859300613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0963115245103836, + 0.13677412271499634, + 0.05193880572915077, + 0.09722249209880829, + 0.05356727913022041, + 0.0681166797876358, + 0.07638029009103775, + 0.11168711632490158, + 0.20621374249458313, + 0.10178790241479874 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.07896608859300613 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a surreal 3D rendering, a low-angle medium shot frames a powerful construction warrior, his body huddled in a low crouch on a chaotic, smoke-filled battlefield at dusk. He wears worn, black leather armor over chain mail, with massive steel pauldrons protecting his broad shoulders. His face, with its chiseled features, square jaw, and resolute brows, is a mask of fierce loyalty, his eyes fixed on an unseen enemy. His hands, clasped in leather gloves, grip the shafts of a pair of halberds, knuckles white. Suddenly, the earth beneath him erupts violently, propelling him to the surface like an underground explosion. As the warrior is propelled into the air, the camera executes a rapid, tight zoom, focusing in realistic detail. This rapid movement captures the instantaneous shift in his expression from steely determination to pure shock, his eyes widening with pupils dilated. The zoom highlights the powerful ripples of his biceps and deltoids straining beneath his skin in response to the unexpected force, while a spray of dust and pebbles moves in slow-motion shockwaves around his rising body. The entire scene is bathed in the low, warm, orange glow of the setting sun, which glints off the armored edges of the sun, illuminating the swirling particles of smoke and debris, creating an atmosphere of tense and dramatic violence.", + "seed": 9448, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000158/group_9/index_5325_seed_9448_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03368714554235339, + "vlm_logprob": -0.03368714554235339, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.03368714554235339, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07958696782588959 + ], + "opposite_logprob_tokens": [ + -2.579586982727051 + ], + "logprob_reward": -0.07958696782588959, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07958696782588959, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12701374292373657, + 0.06050936132669449, + 0.054672855883836746, + 0.11997701972723007, + 0.12882553040981293, + 0.044216450303792953, + 0.16845425963401794, + 0.06303110718727112, + 0.10920099169015884, + 0.12409872561693192 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.07958696782588959 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189411610364914 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189411610364914, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189411610364914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15744976699352264, + 0.043834518641233444, + 0.03428765758872032, + 0.0491190068423748, + 0.34796348214149475, + 0.08597075194120407, + 0.056166958063840866, + 0.034604232758283615, + 0.10107623040676117, + 0.089527428150177 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.018189411610364914 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776095859706402 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009776095859706402, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776095859706402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047770652920007706, + 0.0719679743051529, + 0.03356100246310234, + 0.04282665625214577, + 0.2672940492630005, + 0.03180411830544472, + 0.0701601430773735, + 0.11345498263835907, + 0.18793711066246033, + 0.133223295211792 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.009776095859706402 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946444813162088 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.005946444813162088, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946444813162088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1800704449415207, + 0.04191407561302185, + 0.06380964070558548, + 0.0634797215461731, + 0.19063882529735565, + 0.10312110930681229, + 0.13025254011154175, + 0.07879207283258438, + 0.10105551779270172, + 0.046866074204444885 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.005946444813162088 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a construction warrior wearing worn black leather armor over chain mail with massive steel pauldrons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a low crouch on a chaotic, smoke-filled battlefield at dusk before being propelled upward by an eruption from the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, tight zoom focusing on the warrior's face and upper body as he is propelled into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a low, warm, orange glow of a setting sun that glints off the armored edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the warrior's expression shifting from determination to shock with widened eyes and dilated pupils while dust and pebbles move in slow-motion shockwaves around him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493680760264397 + ], + "opposite_logprob_tokens": [ + -2.9299368858337402 + ], + "logprob_reward": -0.05493680760264397, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493680760264397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08532614260911942, + 0.050945550203323364, + 0.021899893879890442, + 0.03384043648838997, + 0.28660860657691956, + 0.04072686657309532, + 0.053522612899541855, + 0.053581107407808304, + 0.038296207785606384, + 0.335252583026886 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.05493680760264397 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_0/index_tensor([4677, 4677])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_0/index_tensor([4677, 4677])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2f03201e26bd2fbe782c32897ff93c382fd05b1c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_0/index_tensor([4677, 4677])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow and graceful 360-degree pan shot, from a slightly bird's-eye view, slowly unveils a sumptuous Sichuan hot pot feast. In the center of the frame, an exquisitely carved copper pot stands atop a dark, round wooden table. Its body gleams with a warm, patina of bronze, intricately carved with vintage patterns of auspicious clouds and dragons. Within, a vibrant, translucent red oil broth simmers, bubbling with countless plump dried chilies and Sichuan peppercorns. Wisps of white steam rise, blurring the background and adding a dreamy, soft-focus effect. Circling the hot pot, plates of premium, thinly sliced, marbling beef spread out, its red and white marbled veins clearly visible in the light, revealing its exquisite tenderness. Next to them, juicy green spinach, neatly arranged white jade mushrooms, and tender lotus root slices cut into petals, all arranged like stars surrounding the moon. A Chinese palace lantern suspended above the table casts a warm, soft yellow light, illuminating the splashes of oil from the broth, making them shimmer with golden glints and coating each ingredient with an exceptionally alluring sheen. The entire scene, dominated by rich reds and warm yellows, creates an atmosphere of tranquility and abundance, reminiscent of a classical poetic painting, imbued with the warmth and abundant joy of everyday life.", + "seed": 31510, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_0/index_4677_seed_31510_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06443554935976863, + "vlm_logprob": -0.06443554935976863, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.06443554935976863, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20248514413833618 + ], + "opposite_logprob_tokens": [ + -1.7024850845336914 + ], + "logprob_reward": -0.20248514413833618, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20248514413833618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08858012408018112, + 0.12323404848575592, + 0.11061882227659225, + 0.1767462193965912, + 0.26845139265060425, + 0.02714175544679165, + 0.06898491829633713, + 0.06232652813196182, + 0.02715645357966423, + 0.04675978794693947 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.20248514413833618 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007644447032362223 + ], + "opposite_logprob_tokens": [ + -4.8826446533203125 + ], + "logprob_reward": -0.007644447032362223, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007644447032362223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05977221578359604, + 0.06954867392778397, + 0.08262395858764648, + 0.04263151437044144, + 0.12489193677902222, + 0.0465991348028183, + 0.1818566918373108, + 0.17320965230464935, + 0.07319191098213196, + 0.14567424356937408 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.007644447032362223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292383179068565 + ], + "opposite_logprob_tokens": [ + -3.773292303085327 + ], + "logprob_reward": -0.023292383179068565, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292383179068565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.191139817237854, + 0.24364085495471954, + 0.07550676167011261, + 0.08248051255941391, + 0.09721484780311584, + 0.05933830514550209, + 0.09214425832033157, + 0.07378717511892319, + 0.04130696877837181, + 0.04344049468636513 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.023292383179068565 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779990650713444 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.009779990650713444, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779990650713444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1762719452381134, + 0.14788779616355896, + 0.05786118283867836, + 0.19082382321357727, + 0.15262894332408905, + 0.054845187813043594, + 0.05064942687749863, + 0.05783648416399956, + 0.06274767220020294, + 0.048447538167238235 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.009779990650713444 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897578179836273 + ], + "opposite_logprob_tokens": [ + -2.5789756774902344 + ], + "logprob_reward": -0.07897578179836273, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897578179836273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1085936576128006, + 0.08562025427818298, + 0.07307326793670654, + 0.2498244047164917, + 0.10440799593925476, + 0.026263201609253883, + 0.19438819587230682, + 0.06288453936576843, + 0.07252469658851624, + 0.02241971343755722 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.07897578179836273 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow and graceful 360-degree pan shot, from a slightly bird's-eye view, slowly unveils a sumptuous Sichuan hot pot feast. In the center of the frame, an exquisitely carved copper pot stands atop a dark, round wooden table. Its body gleams with a warm, patina of bronze, intricately carved with vintage patterns of auspicious clouds and dragons. Within, a vibrant, translucent red oil broth simmers, bubbling with countless plump dried chilies and Sichuan peppercorns. Wisps of white steam rise, blurring the background and adding a dreamy, soft-focus effect. Circling the hot pot, plates of premium, thinly sliced, marbling beef spread out, its red and white marbled veins clearly visible in the light, revealing its exquisite tenderness. Next to them, juicy green spinach, neatly arranged white jade mushrooms, and tender lotus root slices cut into petals, all arranged like stars surrounding the moon. A Chinese palace lantern suspended above the table casts a warm, soft yellow light, illuminating the splashes of oil from the broth, making them shimmer with golden glints and coating each ingredient with an exceptionally alluring sheen. The entire scene, dominated by rich reds and warm yellows, creates an atmosphere of tranquility and abundance, reminiscent of a classical poetic painting, imbued with the warmth and abundant joy of everyday life.", + "seed": 31511, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_0/index_4677_seed_31511_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03546279259026051, + "vlm_logprob": -0.03546279259026051, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.03546279259026051, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027174875140190125 + ], + "opposite_logprob_tokens": [ + -3.652174949645996 + ], + "logprob_reward": -0.027174875140190125, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027174875140190125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03325457125902176, + 0.022963637486100197, + 0.16274695098400116, + 0.06639745831489563, + 0.03896540775895119, + 0.034136656671762466, + 0.5722231864929199, + 0.008952541276812553, + 0.0202960092574358, + 0.040063515305519104 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.027174875140190125 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033714234828948975 + ], + "opposite_logprob_tokens": [ + -3.4087142944335938 + ], + "logprob_reward": -0.033714234828948975, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033714234828948975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0781564936041832, + 0.05828472971916199, + 0.041519295424222946, + 0.038913048803806305, + 0.023998957127332687, + 0.03288255259394646, + 0.6107916831970215, + 0.03777466341853142, + 0.022548411041498184, + 0.05513019487261772 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.033714234828948975 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635977976024151 + ], + "opposite_logprob_tokens": [ + -3.651359796524048 + ], + "logprob_reward": -0.02635977976024151, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635977976024151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04763241484761238, + 0.03964121267199516, + 0.3740957975387573, + 0.01399484183639288, + 0.011482755653560162, + 0.014772191643714905, + 0.4440213143825531, + 0.022237878292798996, + 0.016732774674892426, + 0.015388806350529194 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.02635977976024151 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078160256147385 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.011078160256147385, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078160256147385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.166330948472023, + 0.03530304506421089, + 0.32088932394981384, + 0.04295668751001358, + 0.04036429896950722, + 0.1041644960641861, + 0.041582588106393814, + 0.05829402059316635, + 0.09047087281942368, + 0.0996437594294548 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.011078160256147385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898691296577454 + ], + "opposite_logprob_tokens": [ + -2.578986883163452 + ], + "logprob_reward": -0.07898691296577454, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898691296577454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12511169910430908, + 0.14967702329158783, + 0.17801915109157562, + 0.10250735282897949, + 0.043619442731142044, + 0.056167230010032654, + 0.17921805381774902, + 0.03941015154123306, + 0.07171740382909775, + 0.05455251783132553 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.07898691296577454 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow and graceful 360-degree pan shot, from a slightly bird's-eye view, slowly unveils a sumptuous Sichuan hot pot feast. In the center of the frame, an exquisitely carved copper pot stands atop a dark, round wooden table. Its body gleams with a warm, patina of bronze, intricately carved with vintage patterns of auspicious clouds and dragons. Within, a vibrant, translucent red oil broth simmers, bubbling with countless plump dried chilies and Sichuan peppercorns. Wisps of white steam rise, blurring the background and adding a dreamy, soft-focus effect. Circling the hot pot, plates of premium, thinly sliced, marbling beef spread out, its red and white marbled veins clearly visible in the light, revealing its exquisite tenderness. Next to them, juicy green spinach, neatly arranged white jade mushrooms, and tender lotus root slices cut into petals, all arranged like stars surrounding the moon. A Chinese palace lantern suspended above the table casts a warm, soft yellow light, illuminating the splashes of oil from the broth, making them shimmer with golden glints and coating each ingredient with an exceptionally alluring sheen. The entire scene, dominated by rich reds and warm yellows, creates an atmosphere of tranquility and abundance, reminiscent of a classical poetic painting, imbued with the warmth and abundant joy of everyday life.", + "seed": 31512, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_0/index_4677_seed_31512_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.035299825761467216, + "vlm_logprob": -0.035299825761467216, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.035299825761467216, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049563657492399216 + ], + "opposite_logprob_tokens": [ + -3.0495636463165283 + ], + "logprob_reward": -0.049563657492399216, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049563657492399216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09350521117448807, + 0.03650360181927681, + 0.23782464861869812, + 0.03793230652809143, + 0.039629895240068436, + 0.08906407654285431, + 0.0373990423977375, + 0.3835163712501526, + 0.02240622602403164, + 0.022218629717826843 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.049563657492399216 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207875356078148 + ], + "opposite_logprob_tokens": [ + -4.26420783996582 + ], + "logprob_reward": -0.014207875356078148, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207875356078148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2880651354789734, + 0.10026008635759354, + 0.10057847946882248, + 0.05680178105831146, + 0.08014092594385147, + 0.03987765312194824, + 0.04173027724027634, + 0.18428508937358856, + 0.06605754792690277, + 0.042202938348054886 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.014207875356078148 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073646023869514 + ], + "opposite_logprob_tokens": [ + -4.141073703765869 + ], + "logprob_reward": -0.016073646023869514, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073646023869514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26083141565322876, + 0.03311668708920479, + 0.13513034582138062, + 0.03569747135043144, + 0.0830579474568367, + 0.05126826465129852, + 0.020522115752100945, + 0.2798103094100952, + 0.029456820338964462, + 0.07110865414142609 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.016073646023869514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626701612025499 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626701612025499, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626701612025499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.163459911942482, + 0.2015063464641571, + 0.14230114221572876, + 0.05632158741354942, + 0.08719298243522644, + 0.07282297313213348, + 0.07040313631296158, + 0.13390056788921356, + 0.03518266975879669, + 0.03690874204039574 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.007626701612025499 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902724832296371 + ], + "opposite_logprob_tokens": [ + -2.464027166366577 + ], + "logprob_reward": -0.08902724832296371, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902724832296371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2781628668308258, + 0.10001736879348755, + 0.08482684940099716, + 0.06504960358142853, + 0.12647177278995514, + 0.04231179878115654, + 0.03427710011601448, + 0.1702195107936859, + 0.052889011800289154, + 0.045774105936288834 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.08902724832296371 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow and graceful 360-degree pan shot, from a slightly bird's-eye view, slowly unveils a sumptuous Sichuan hot pot feast. In the center of the frame, an exquisitely carved copper pot stands atop a dark, round wooden table. Its body gleams with a warm, patina of bronze, intricately carved with vintage patterns of auspicious clouds and dragons. Within, a vibrant, translucent red oil broth simmers, bubbling with countless plump dried chilies and Sichuan peppercorns. Wisps of white steam rise, blurring the background and adding a dreamy, soft-focus effect. Circling the hot pot, plates of premium, thinly sliced, marbling beef spread out, its red and white marbled veins clearly visible in the light, revealing its exquisite tenderness. Next to them, juicy green spinach, neatly arranged white jade mushrooms, and tender lotus root slices cut into petals, all arranged like stars surrounding the moon. A Chinese palace lantern suspended above the table casts a warm, soft yellow light, illuminating the splashes of oil from the broth, making them shimmer with golden glints and coating each ingredient with an exceptionally alluring sheen. The entire scene, dominated by rich reds and warm yellows, creates an atmosphere of tranquility and abundance, reminiscent of a classical poetic painting, imbued with the warmth and abundant joy of everyday life.", + "seed": 31513, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_0/index_4677_seed_31513_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04016726296395064, + "vlm_logprob": -0.04016726296395064, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.04016726296395064, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043707650154829025 + ], + "opposite_logprob_tokens": [ + -3.1687076091766357 + ], + "logprob_reward": -0.043707650154829025, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043707650154829025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4172586500644684, + 0.027993218973279, + 0.049985095858573914, + 0.027386395260691643, + 0.09875744581222534, + 0.12205047160387039, + 0.07768448442220688, + 0.10070107877254486, + 0.03210563212633133, + 0.04607747122645378 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.043707650154829025 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023309852927923203 + ], + "opposite_logprob_tokens": [ + -3.7733099460601807 + ], + "logprob_reward": -0.023309852927923203, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023309852927923203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2515164017677307, + 0.06751063466072083, + 0.03657941520214081, + 0.07886741310358047, + 0.05453824996948242, + 0.021760614588856697, + 0.05787903442978859, + 0.05541737750172615, + 0.1376512050628662, + 0.23827968537807465 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.023309852927923203 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108488067984581 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.01108488067984581, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108488067984581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5969251394271851, + 0.047845445573329926, + 0.04651761054992676, + 0.020456437021493912, + 0.037858910858631134, + 0.020466288551688194, + 0.027850333601236343, + 0.02872973494231701, + 0.03289351612329483, + 0.14045660197734833 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.01108488067984581 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785185568034649 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.009785185568034649, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785185568034649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3457702398300171, + 0.047350622713565826, + 0.0423397496342659, + 0.035263027995824814, + 0.06417723745107651, + 0.08131340146064758, + 0.09707551449537277, + 0.05850638821721077, + 0.08288048207759857, + 0.14532332122325897 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.009785185568034649 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow 360-degree pan from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an intricately carved copper pot with vintage patterns of auspicious clouds and dragons visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pot contain a vibrant red oil broth simmering with dried chilies and Sichuan peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are plates of marbled beef, green spinach, white jade mushrooms, and lotus root slices arranged around the pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a Chinese palace lantern suspended above the table casting warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294874548912048 + ], + "opposite_logprob_tokens": [ + -2.2379486560821533 + ], + "logprob_reward": -0.11294874548912048, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294874548912048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36786937713623047, + 0.03127744048833847, + 0.01668756641447544, + 0.010714740492403507, + 0.0661047101020813, + 0.03969308361411095, + 0.03348458930850029, + 0.27075380086898804, + 0.05897040665149689, + 0.10444436967372894 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.11294874548912048 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_1/index_tensor([2899, 2899])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_1/index_tensor([2899, 2899])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..df860c7050f3c1f87889dff3646de198995f3280 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_1/index_tensor([2899, 2899])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide shot, the camera tracks steadily sideways, maintaining a constant distance from a single wooden crate as it moves through a vast, cavernous, empty warehouse. Cool, ethereal light filters through a high, grimy skylight, filtering through the dusty air and casting long, twisting shadows across the polished but grimy concrete floor. Composed of dark, weathered wood planks held together by rusted iron sheets, the crate is the only object in the vast space. Propelled relentlessly and silently across the smooth surface, its movement unsettlingly fluid and steady, driven by an entirely unseen force. The camera's parallel movement emphasizes the crate's frictionless gliding, creating an atmosphere of tension, mystery, and deep unease within the cold, monochrome setting.", + "seed": 6159, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_1/index_2899_seed_6159_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0723996426910162, + "vlm_logprob": -0.0723996426910162, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.0723996426910162, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22624114155769348 + ], + "opposite_logprob_tokens": [ + -1.601241111755371 + ], + "logprob_reward": -0.22624114155769348, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22624114155769348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1971946507692337, + 0.058126941323280334, + 0.17491070926189423, + 0.026488782837986946, + 0.025059284642338753, + 0.05599639564752579, + 0.30630427598953247, + 0.04850110411643982, + 0.02689291350543499, + 0.0805249884724617 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.22624114155769348 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332604117691517 + ], + "opposite_logprob_tokens": [ + -3.7733261585235596 + ], + "logprob_reward": -0.02332604117691517, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332604117691517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10091422498226166, + 0.12940071523189545, + 0.1419707089662552, + 0.22699618339538574, + 0.0238104946911335, + 0.07392197847366333, + 0.060459353029727936, + 0.10638371855020523, + 0.075632244348526, + 0.060510385781526566 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.02332604117691517 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358850300312042 + ], + "opposite_logprob_tokens": [ + -3.6513588428497314 + ], + "logprob_reward": -0.026358850300312042, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358850300312042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.189492866396904, + 0.08457257598638535, + 0.23866839706897736, + 0.03237711638212204, + 0.061221037060022354, + 0.047696661204099655, + 0.0985993966460228, + 0.06955297291278839, + 0.027611808851361275, + 0.15020713210105896 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.026358850300312042 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001014798879623 + ], + "opposite_logprob_tokens": [ + -2.695010185241699 + ], + "logprob_reward": -0.07001014798879623, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001014798879623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3360670804977417, + 0.055939942598342896, + 0.1461518108844757, + 0.0389968641102314, + 0.0495796762406826, + 0.061493899673223495, + 0.06681610643863678, + 0.07039716094732285, + 0.05668831616640091, + 0.11786913871765137 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.07001014798879623 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606203243136406 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.01606203243136406, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606203243136406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19129395484924316, + 0.13838401436805725, + 0.07810282707214355, + 0.059868376702070236, + 0.06377875059843063, + 0.09175824373960495, + 0.07701127976179123, + 0.13005731999874115, + 0.06202000007033348, + 0.10772529989480972 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.01606203243136406 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide shot, the camera tracks steadily sideways, maintaining a constant distance from a single wooden crate as it moves through a vast, cavernous, empty warehouse. Cool, ethereal light filters through a high, grimy skylight, filtering through the dusty air and casting long, twisting shadows across the polished but grimy concrete floor. Composed of dark, weathered wood planks held together by rusted iron sheets, the crate is the only object in the vast space. Propelled relentlessly and silently across the smooth surface, its movement unsettlingly fluid and steady, driven by an entirely unseen force. The camera's parallel movement emphasizes the crate's frictionless gliding, creating an atmosphere of tension, mystery, and deep unease within the cold, monochrome setting.", + "seed": 6160, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_1/index_2899_seed_6160_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014614495728164912, + "vlm_logprob": -0.014614495728164912, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.014614495728164912, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006665496621280909 + ], + "opposite_logprob_tokens": [ + -5.1316657066345215 + ], + "logprob_reward": -0.006665496621280909, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006665496621280909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38979631662368774, + 0.06371542066335678, + 0.10432688146829605, + 0.06846901774406433, + 0.03995200991630554, + 0.04596228152513504, + 0.03371342271566391, + 0.04938488453626633, + 0.09472574293613434, + 0.10995405912399292 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.006665496621280909 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005977017804980278 + ], + "opposite_logprob_tokens": [ + -5.130977153778076 + ], + "logprob_reward": -0.005977017804980278, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005977017804980278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2561618685722351, + 0.2794616222381592, + 0.11540497094392776, + 0.04517122358083725, + 0.04387270659208298, + 0.029310381039977074, + 0.0671609416604042, + 0.022817160934209824, + 0.0591282844543457, + 0.08151080459356308 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.005977017804980278 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550539337098598 + ], + "opposite_logprob_tokens": [ + -4.387550354003906 + ], + "logprob_reward": -0.012550539337098598, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550539337098598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17700545489788055, + 0.07574509084224701, + 0.090462826192379, + 0.10698984563350677, + 0.0745401605963707, + 0.06630100309848785, + 0.04882967844605446, + 0.16050495207309723, + 0.05058159679174423, + 0.14903931319713593 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.012550539337098598 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369152918457985 + ], + "opposite_logprob_tokens": [ + -3.408691644668579 + ], + "logprob_reward": -0.03369152918457985, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369152918457985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11092697829008102, + 0.08534801006317139, + 0.14763805270195007, + 0.11675795912742615, + 0.1961936056613922, + 0.07892132550477982, + 0.05430060625076294, + 0.04300868138670921, + 0.06867075711488724, + 0.09823404997587204 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.03369152918457985 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187895692884922 + ], + "opposite_logprob_tokens": [ + -4.264187812805176 + ], + "logprob_reward": -0.014187895692884922, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187895692884922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08650039881467819, + 0.06542181223630905, + 0.13272029161453247, + 0.08714339882135391, + 0.218291237950325, + 0.18659184873104095, + 0.058193389326334, + 0.04582006111741066, + 0.061874665319919586, + 0.05744286999106407 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.014187895692884922 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide shot, the camera tracks steadily sideways, maintaining a constant distance from a single wooden crate as it moves through a vast, cavernous, empty warehouse. Cool, ethereal light filters through a high, grimy skylight, filtering through the dusty air and casting long, twisting shadows across the polished but grimy concrete floor. Composed of dark, weathered wood planks held together by rusted iron sheets, the crate is the only object in the vast space. Propelled relentlessly and silently across the smooth surface, its movement unsettlingly fluid and steady, driven by an entirely unseen force. The camera's parallel movement emphasizes the crate's frictionless gliding, creating an atmosphere of tension, mystery, and deep unease within the cold, monochrome setting.", + "seed": 6161, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_1/index_2899_seed_6161_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.015213914401829242, + "vlm_logprob": -0.015213914401829242, + "vlm_yes_no_margin": 4.3249999523162845, + "vlm_token_credit": -0.015213914401829242, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011791177093982697 + ], + "opposite_logprob_tokens": [ + -4.511791229248047 + ], + "logprob_reward": -0.011791177093982697, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011791177093982697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03296218067407608, + 0.023880494758486748, + 0.01674479991197586, + 0.007730828132480383, + 0.7230693697929382, + 0.1540573090314865, + 0.007678119000047445, + 0.01312242355197668, + 0.007312309462577105, + 0.013442098163068295 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.011791177093982697 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008672312833368778 + ], + "opposite_logprob_tokens": [ + -4.75867223739624 + ], + "logprob_reward": -0.008672312833368778, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008672312833368778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05126570537686348, + 0.09620894491672516, + 0.08222635090351105, + 0.044574618339538574, + 0.05506851524114609, + 0.1716873049736023, + 0.0456874743103981, + 0.11615416407585144, + 0.28821152448654175, + 0.048915401101112366 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.008672312833368778 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007637703791260719 + ], + "opposite_logprob_tokens": [ + -4.8826375007629395 + ], + "logprob_reward": -0.007637703791260719, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007637703791260719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023776069283485413, + 0.022281963378190994, + 0.05649178475141525, + 0.023842651396989822, + 0.7614921927452087, + 0.043004296720027924, + 0.018078478053212166, + 0.01938367821276188, + 0.01956142671406269, + 0.012087405659258366 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.007637703791260719 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029791610315442085 + ], + "opposite_logprob_tokens": [ + -3.5297915935516357 + ], + "logprob_reward": -0.029791610315442085, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029791610315442085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06572271138429642, + 0.038719672709703445, + 0.04851612448692322, + 0.035855285823345184, + 0.03557064011693001, + 0.4151363968849182, + 0.05693842098116875, + 0.2143404483795166, + 0.03858308494091034, + 0.05061725154519081 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.029791610315442085 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018176767975091934 + ], + "opposite_logprob_tokens": [ + -4.018176555633545 + ], + "logprob_reward": -0.018176767975091934, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018176767975091934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022834161296486855, + 0.04536251723766327, + 0.046749234199523926, + 0.05668104812502861, + 0.5447842478752136, + 0.15967369079589844, + 0.04142105579376221, + 0.03395187482237816, + 0.027268007397651672, + 0.02127411775290966 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.018176767975091934 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide shot, the camera tracks steadily sideways, maintaining a constant distance from a single wooden crate as it moves through a vast, cavernous, empty warehouse. Cool, ethereal light filters through a high, grimy skylight, filtering through the dusty air and casting long, twisting shadows across the polished but grimy concrete floor. Composed of dark, weathered wood planks held together by rusted iron sheets, the crate is the only object in the vast space. Propelled relentlessly and silently across the smooth surface, its movement unsettlingly fluid and steady, driven by an entirely unseen force. The camera's parallel movement emphasizes the crate's frictionless gliding, creating an atmosphere of tension, mystery, and deep unease within the cold, monochrome setting.", + "seed": 6162, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_1/index_2899_seed_6162_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07574614053592085, + "vlm_logprob": -0.07574614053592085, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.07574614053592085, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28239700198173523 + ], + "opposite_logprob_tokens": [ + -1.4073970317840576 + ], + "logprob_reward": -0.28239700198173523, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28239700198173523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36659449338912964, + 0.07902398705482483, + 0.07500805705785751, + 0.10458096861839294, + 0.03244996815919876, + 0.03866429254412651, + 0.09587164223194122, + 0.09950029104948044, + 0.03968425840139389, + 0.06862203031778336 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.28239700198173523 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005277392920106649 + ], + "opposite_logprob_tokens": [ + -5.255277156829834 + ], + "logprob_reward": -0.005277392920106649, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005277392920106649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15301117300987244, + 0.2216559648513794, + 0.048421118408441544, + 0.08922415971755981, + 0.04427263140678406, + 0.12288101017475128, + 0.07622899115085602, + 0.09801370650529861, + 0.04484766721725464, + 0.10144362598657608 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.005277392920106649 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078105196356773 + ], + "opposite_logprob_tokens": [ + -4.141077995300293 + ], + "logprob_reward": -0.016078105196356773, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078105196356773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10601694881916046, + 0.15261250734329224, + 0.0812918096780777, + 0.10497584939002991, + 0.05472283065319061, + 0.13544264435768127, + 0.12606534361839294, + 0.10269667208194733, + 0.05184626579284668, + 0.08432919532060623 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.016078105196356773 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048645127564668655 + ], + "opposite_logprob_tokens": [ + -3.04864501953125 + ], + "logprob_reward": -0.048645127564668655, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048645127564668655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05913080647587776, + 0.039249710738658905, + 0.06448700278997421, + 0.06521876901388168, + 0.03998086228966713, + 0.19753998517990112, + 0.14593657851219177, + 0.11727961897850037, + 0.23134595155715942, + 0.03983067721128464 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.048645127564668655 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous, empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a single wooden crate composed of dark weathered wood planks and rusted iron sheets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor polished but grimy concrete with long, twisting shadows cast by cool, ethereal light from a high grimy skylight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crate moving across the floor in a frictionless, fluid, and steady gliding motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a low-angle, wide shot that tracks steadily sideways at a constant distance parallel to the crate?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026333075016736984 + ], + "opposite_logprob_tokens": [ + -3.6513330936431885 + ], + "logprob_reward": -0.026333075016736984, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026333075016736984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16304680705070496, + 0.06345611810684204, + 0.030381351709365845, + 0.06579750776290894, + 0.04809856787323952, + 0.2928438186645508, + 0.14368951320648193, + 0.04268229007720947, + 0.10606400668621063, + 0.04394007474184036 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.026333075016736984 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_10/index_tensor([3321, 3321])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_10/index_tensor([3321, 3321])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..275d163425c4178f36fb0a0716255d850452b6bc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_10/index_tensor([3321, 3321])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium close-up depicts a man with a neatly trimmed dark brown beard, wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap. He stands in the center of a sun-drenched meadow, the soft-focus background revealing tall green grass and scattered yellow wildflowers in the warm, golden afternoon light. His gaze is intently directed downward at a small metal ring delicately held between the thumb and index finger of each hand. He carefully wipes away specks of dark dirt from the surface, his lips moving as he speaks, narrating his actions with an air of focused discovery. He fluidly turns his head momentarily to the left, as if to greet someone off-screen, before quickly returning his gaze to the precious object in his hands, his expression a mixture of concentration and quiet excitement.", + "seed": 14241, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_10/index_3321_seed_14241_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02439336257521063, + "vlm_logprob": -0.02439336257521063, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.02439336257521063, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06399751454591751 + ], + "opposite_logprob_tokens": [ + -3.313997507095337 + ], + "logprob_reward": -0.06399751454591751, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.06399751454591751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09668215364217758, + 0.038854096084833145, + 0.06346476823091507, + 0.06519494205713272, + 0.1541365534067154, + 0.028534969314932823, + 0.03936801105737686, + 0.03911919146776199, + 0.2892085015773773, + 0.18543684482574463 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.06399751454591751 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004125181119889021 + ], + "opposite_logprob_tokens": [ + -5.504125118255615 + ], + "logprob_reward": -0.004125181119889021, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004125181119889021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09805575758218765, + 0.0920759066939354, + 0.08569414168596268, + 0.04592210799455643, + 0.20896035432815552, + 0.05715068802237511, + 0.05053313821554184, + 0.04369253292679787, + 0.1719714254140854, + 0.14594395458698273 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.004125181119889021 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018206385895609856 + ], + "opposite_logprob_tokens": [ + -4.018206596374512 + ], + "logprob_reward": -0.018206385895609856, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018206385895609856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06202392652630806, + 0.056603506207466125, + 0.015077618882060051, + 0.07981177419424057, + 0.11746679991483688, + 0.04276054725050926, + 0.18254628777503967, + 0.12653759121894836, + 0.0798719972372055, + 0.23729988932609558 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.018206385895609856 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019455092260614038 + ], + "opposite_logprob_tokens": [ + -6.251945495605469 + ], + "logprob_reward": -0.0019455092260614038, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019455092260614038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2916083335876465, + 0.019352074712514877, + 0.015471694990992546, + 0.02238105610013008, + 0.13691921532154083, + 0.11732702702283859, + 0.03323553875088692, + 0.0344107523560524, + 0.13724905252456665, + 0.19204525649547577 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0019455092260614038 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369222208857536 + ], + "opposite_logprob_tokens": [ + -3.4086921215057373 + ], + "logprob_reward": -0.03369222208857536, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369222208857536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09640361368656158, + 0.05986110866069794, + 0.042455874383449554, + 0.15339939296245575, + 0.10387470573186874, + 0.04890832304954529, + 0.0496235266327858, + 0.04262523725628853, + 0.048996638506650925, + 0.3538515567779541 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.03369222208857536 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up depicts a man with a neatly trimmed dark brown beard, wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap. He stands in the center of a sun-drenched meadow, the soft-focus background revealing tall green grass and scattered yellow wildflowers in the warm, golden afternoon light. His gaze is intently directed downward at a small metal ring delicately held between the thumb and index finger of each hand. He carefully wipes away specks of dark dirt from the surface, his lips moving as he speaks, narrating his actions with an air of focused discovery. He fluidly turns his head momentarily to the left, as if to greet someone off-screen, before quickly returning his gaze to the precious object in his hands, his expression a mixture of concentration and quiet excitement.", + "seed": 14242, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_10/index_3321_seed_14242_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03812571479938924, + "vlm_logprob": -0.03812571479938924, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.03812571479938924, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11751119792461395 + ], + "opposite_logprob_tokens": [ + -2.49251127243042 + ], + "logprob_reward": -0.11751119792461395, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.11751119792461395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053580570966005325, + 0.024224745109677315, + 0.05104196071624756, + 0.6070624589920044, + 0.02486339770257473, + 0.055408671498298645, + 0.10270680487155914, + 0.03156542778015137, + 0.02560659870505333, + 0.0239393413066864 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.11751119792461395 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01610391214489937 + ], + "opposite_logprob_tokens": [ + -4.141103744506836 + ], + "logprob_reward": -0.01610391214489937, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01610391214489937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026062246412038803, + 0.009657396003603935, + 0.009366541169583797, + 0.8252701163291931, + 0.03619479387998581, + 0.024466622620821, + 0.017842648550868034, + 0.028617143630981445, + 0.003133367979899049, + 0.019389139488339424 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.01610391214489937 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016088897362351418 + ], + "opposite_logprob_tokens": [ + -4.141088962554932 + ], + "logprob_reward": -0.016088897362351418, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016088897362351418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032555900514125824, + 0.012155030854046345, + 0.00828266330063343, + 0.7892745137214661, + 0.0752648413181305, + 0.05307960882782936, + 0.010108823888003826, + 0.004334787838160992, + 0.010396684519946575, + 0.004547147545963526 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.016088897362351418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002825199393555522 + ], + "opposite_logprob_tokens": [ + -5.8778252601623535 + ], + "logprob_reward": -0.002825199393555522, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002825199393555522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011668652296066284, + 0.01508438028395176, + 0.009119420312345028, + 0.834723711013794, + 0.047617748379707336, + 0.024302734062075615, + 0.021413058042526245, + 0.01644016057252884, + 0.004796413239091635, + 0.014833676628768444 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.002825199393555522 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038099367171525955 + ], + "opposite_logprob_tokens": [ + -3.2880992889404297 + ], + "logprob_reward": -0.038099367171525955, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038099367171525955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02935607358813286, + 0.023406000807881355, + 0.014475880190730095, + 0.6533567309379578, + 0.07981249690055847, + 0.054265573620796204, + 0.05976485460996628, + 0.018654784187674522, + 0.041936710476875305, + 0.02497086301445961 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.038099367171525955 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up depicts a man with a neatly trimmed dark brown beard, wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap. He stands in the center of a sun-drenched meadow, the soft-focus background revealing tall green grass and scattered yellow wildflowers in the warm, golden afternoon light. His gaze is intently directed downward at a small metal ring delicately held between the thumb and index finger of each hand. He carefully wipes away specks of dark dirt from the surface, his lips moving as he speaks, narrating his actions with an air of focused discovery. He fluidly turns his head momentarily to the left, as if to greet someone off-screen, before quickly returning his gaze to the precious object in his hands, his expression a mixture of concentration and quiet excitement.", + "seed": 14243, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_10/index_3321_seed_14243_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.029558938462287188, + "vlm_logprob": -0.029558938462287188, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.029558938462287188, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05963848531246185 + ], + "opposite_logprob_tokens": [ + -3.434638500213623 + ], + "logprob_reward": -0.05963848531246185, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.05963848531246185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19430436193943024, + 0.09231007844209671, + 0.03783262521028519, + 0.026918578892946243, + 0.0909285917878151, + 0.03873400390148163, + 0.3554641902446747, + 0.04626452177762985, + 0.09690189361572266, + 0.020341113209724426 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.05963848531246185 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016099806874990463 + ], + "opposite_logprob_tokens": [ + -4.14109992980957 + ], + "logprob_reward": -0.016099806874990463, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016099806874990463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2986503839492798, + 0.07222407311201096, + 0.017060136422514915, + 0.024685977026820183, + 0.23782196640968323, + 0.07368449866771698, + 0.1690981686115265, + 0.048650939017534256, + 0.0352143794298172, + 0.0229094997048378 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.016099806874990463 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033718615770339966 + ], + "opposite_logprob_tokens": [ + -3.4087185859680176 + ], + "logprob_reward": -0.033718615770339966, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033718615770339966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.482887864112854, + 0.052564069628715515, + 0.037460699677467346, + 0.023450059816241264, + 0.05357092246413231, + 0.04170190915465355, + 0.2583642303943634, + 0.016963684931397438, + 0.012057594023644924, + 0.020978894084692 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.033718615770339966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643371794372797 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.004643371794372797, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643371794372797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44646838307380676, + 0.15432104468345642, + 0.03345274552702904, + 0.004858655855059624, + 0.016188018023967743, + 0.007351319771260023, + 0.29828983545303345, + 0.006911030039191246, + 0.021946780383586884, + 0.010212247259914875 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.004643371794372797 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369441255927086 + ], + "opposite_logprob_tokens": [ + -3.4086945056915283 + ], + "logprob_reward": -0.03369441255927086, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369441255927086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1847280114889145, + 0.07100019603967667, + 0.04973376914858818, + 0.022623956203460693, + 0.05295036733150482, + 0.042734671384096146, + 0.4287319779396057, + 0.10468433797359467, + 0.024086609482765198, + 0.01872609555721283 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.03369441255927086 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up depicts a man with a neatly trimmed dark brown beard, wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap. He stands in the center of a sun-drenched meadow, the soft-focus background revealing tall green grass and scattered yellow wildflowers in the warm, golden afternoon light. His gaze is intently directed downward at a small metal ring delicately held between the thumb and index finger of each hand. He carefully wipes away specks of dark dirt from the surface, his lips moving as he speaks, narrating his actions with an air of focused discovery. He fluidly turns his head momentarily to the left, as if to greet someone off-screen, before quickly returning his gaze to the precious object in his hands, his expression a mixture of concentration and quiet excitement.", + "seed": 14244, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_10/index_3321_seed_14244_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.028504530619829892, + "vlm_logprob": -0.028504530619829892, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.028504530619829892, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07434798032045364 + ], + "opposite_logprob_tokens": [ + -3.074347972869873 + ], + "logprob_reward": -0.07434798032045364, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.07434798032045364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10154346376657486, + 0.03446196764707565, + 0.02829449623823166, + 0.02651040069758892, + 0.6252676248550415, + 0.023805290460586548, + 0.02236711047589779, + 0.03664608672261238, + 0.049597371369600296, + 0.05150625854730606 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.07434798032045364 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012567609548568726 + ], + "opposite_logprob_tokens": [ + -4.387567520141602 + ], + "logprob_reward": -0.012567609548568726, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012567609548568726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24420560896396637, + 0.07194796204566956, + 0.06684253364801407, + 0.0880972295999527, + 0.06384323537349701, + 0.0966535359621048, + 0.07746084034442902, + 0.11789339780807495, + 0.07551178336143494, + 0.09754396975040436 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.012567609548568726 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0233065914362669 + ], + "opposite_logprob_tokens": [ + -3.7733066082000732 + ], + "logprob_reward": -0.0233065914362669, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0233065914362669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11886373907327652, + 0.18353955447673798, + 0.06806690990924835, + 0.1307092010974884, + 0.06415169686079025, + 0.021318573504686356, + 0.026406867429614067, + 0.11312365531921387, + 0.23619598150253296, + 0.03762378171086311 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.0233065914362669 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059547401033341885 + ], + "opposite_logprob_tokens": [ + -5.130954742431641 + ], + "logprob_reward": -0.0059547401033341885, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059547401033341885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05085035786032677, + 0.022679248824715614, + 0.06066126376390457, + 0.6275448203086853, + 0.11726027727127075, + 0.006779479328542948, + 0.02131868340075016, + 0.005483798682689667, + 0.07729675620794296, + 0.010125386528670788 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.0059547401033341885 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a heather-gray cotton short-sleeved shirt and a dark blue baseball cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a small metal ring between the thumb and index finger of each hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched meadow with tall green grass and scattered yellow wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man wipe dirt from the ring, move his lips as if narrating, and turn his head to the left before returning his gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634573169052601 + ], + "opposite_logprob_tokens": [ + -3.651345729827881 + ], + "logprob_reward": -0.02634573169052601, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634573169052601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1676577925682068, + 0.10527434945106506, + 0.04514603316783905, + 0.09644381701946259, + 0.2727125287055969, + 0.0633506029844284, + 0.04550350457429886, + 0.05750392749905586, + 0.08096093684434891, + 0.06544648855924606 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.02634573169052601 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_11/index_tensor([4715, 4715])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_11/index_tensor([4715, 4715])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6c4b7c3935f2d55edc2bcd546c3844bb461a3cb4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_11/index_tensor([4715, 4715])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fluid, low-angle, cinematic tracking shot, rendered in a vibrant anime style, dynamically follows a dramatic chase across the mossy forest floor. The pursuer, a massive, centipede-like creature, is stunningly depicted. Its segmented body is encased in a vibrant reddish-brown carapace, its chitinous sheen reflecting the dappled forest light. A multitude of sharp, electric-yellow legs tumbles in a coordinated, undulating blur, scurrying at terrifying speed over fuzzy emerald-green moss and decaying leaves. It relentlessly pursues a much smaller insect, an iridescent beetle, its delicate, translucent wings beating frantically as it desperately zigzags between gnarled tree roots that, from this low angle, resemble massive canyon walls. Spotted sunlight penetrates the dense tree canopy above, casting dramatic, shifting spotlights and deep shadows that heighten the tension. The camera stays close to the ground, emphasizing the creatures' sheer speed and predatory single-mindedness, while subtle motion blur and speed lines emphasize the swift movements, creating a visually stunning and high-stakes atmosphere filled with a naturalistic yet dreamlike struggle between life and death.", + "seed": 16559, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_11/index_4715_seed_16559_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.009034599433653057, + "vlm_logprob": -0.009034599433653057, + "vlm_yes_no_margin": 5.625, + "vlm_token_credit": -0.009034599433653057, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024641170166432858 + ], + "opposite_logprob_tokens": [ + -6.127464294433594 + ], + "logprob_reward": -0.0024641170166432858, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0024641170166432858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0794072300195694, + 0.0832190215587616, + 0.11256755888462067, + 0.27881088852882385, + 0.10399504005908966, + 0.033457886427640915, + 0.06398694217205048, + 0.070041723549366, + 0.12860797345638275, + 0.04590575769543648 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.0024641170166432858 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748266983777285 + ], + "opposite_logprob_tokens": [ + -5.006748199462891 + ], + "logprob_reward": -0.006748266983777285, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748266983777285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06810910999774933, + 0.031822990626096725, + 0.06068696081638336, + 0.2388824224472046, + 0.11494266241788864, + 0.0753679871559143, + 0.205107644200325, + 0.06047416105866432, + 0.0897999182343483, + 0.05480620265007019 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.006748266983777285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033710893243551254 + ], + "opposite_logprob_tokens": [ + -3.4087109565734863 + ], + "logprob_reward": -0.033710893243551254, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033710893243551254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10123303532600403, + 0.09086663275957108, + 0.1039048358798027, + 0.295810341835022, + 0.15869520604610443, + 0.037170372903347015, + 0.036438439041376114, + 0.06787151098251343, + 0.0660068541765213, + 0.04200277104973793 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.033710893243551254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009167758980765939 + ], + "opposite_logprob_tokens": [ + -7.000916957855225 + ], + "logprob_reward": -0.0009167758980765939, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009167758980765939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10873302072286606, + 0.08146009594202042, + 0.2058490663766861, + 0.22418737411499023, + 0.14412519335746765, + 0.027476154267787933, + 0.07489942759275436, + 0.04162050783634186, + 0.043148644268512726, + 0.04850052297115326 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.0009167758980765939 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013329440262168646 + ], + "opposite_logprob_tokens": [ + -6.626332759857178 + ], + "logprob_reward": -0.0013329440262168646, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013329440262168646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19622068107128143, + 0.10422728955745697, + 0.050292499363422394, + 0.1265038698911667, + 0.08662591874599457, + 0.03347352147102356, + 0.2321634143590927, + 0.03952706977725029, + 0.08120188117027283, + 0.049763936549425125 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.0013329440262168646 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, low-angle, cinematic tracking shot, rendered in a vibrant anime style, dynamically follows a dramatic chase across the mossy forest floor. The pursuer, a massive, centipede-like creature, is stunningly depicted. Its segmented body is encased in a vibrant reddish-brown carapace, its chitinous sheen reflecting the dappled forest light. A multitude of sharp, electric-yellow legs tumbles in a coordinated, undulating blur, scurrying at terrifying speed over fuzzy emerald-green moss and decaying leaves. It relentlessly pursues a much smaller insect, an iridescent beetle, its delicate, translucent wings beating frantically as it desperately zigzags between gnarled tree roots that, from this low angle, resemble massive canyon walls. Spotted sunlight penetrates the dense tree canopy above, casting dramatic, shifting spotlights and deep shadows that heighten the tension. The camera stays close to the ground, emphasizing the creatures' sheer speed and predatory single-mindedness, while subtle motion blur and speed lines emphasize the swift movements, creating a visually stunning and high-stakes atmosphere filled with a naturalistic yet dreamlike struggle between life and death.", + "seed": 16560, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_11/index_4715_seed_16560_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.008569882018491626, + "vlm_logprob": -0.008569882018491626, + "vlm_yes_no_margin": 5.525, + "vlm_token_credit": -0.008569882018491626, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0014817459741607308 + ], + "opposite_logprob_tokens": [ + -6.751481533050537 + ], + "logprob_reward": -0.0014817459741607308, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0014817459741607308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23263391852378845, + 0.16368654370307922, + 0.07004132121801376, + 0.04048871994018555, + 0.07391102612018585, + 0.07567104697227478, + 0.08794465661048889, + 0.07208877801895142, + 0.1268807202577591, + 0.05665323883295059 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0014817459741607308 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007645393256098032 + ], + "opposite_logprob_tokens": [ + -4.882645606994629 + ], + "logprob_reward": -0.007645393256098032, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007645393256098032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10271697491407394, + 0.08229115605354309, + 0.28621435165405273, + 0.0562753900885582, + 0.19448219239711761, + 0.04690726473927498, + 0.06011185795068741, + 0.11877110600471497, + 0.020967017859220505, + 0.03126264363527298 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.007645393256098032 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029814058914780617 + ], + "opposite_logprob_tokens": [ + -3.5298140048980713 + ], + "logprob_reward": -0.029814058914780617, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029814058914780617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15987801551818848, + 0.2538459897041321, + 0.06668876856565475, + 0.06673837453126907, + 0.07622747123241425, + 0.11241259425878525, + 0.039804257452487946, + 0.054029759019613266, + 0.1084713563323021, + 0.061903420835733414 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.029814058914780617 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002195450011640787 + ], + "opposite_logprob_tokens": [ + -6.127195358276367 + ], + "logprob_reward": -0.002195450011640787, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002195450011640787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17496417462825775, + 0.1207330971956253, + 0.044915441423654556, + 0.05794135481119156, + 0.10371867567300797, + 0.0885915607213974, + 0.0767870843410492, + 0.0766177624464035, + 0.17757177352905273, + 0.07815912365913391 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.002195450011640787 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017127619357779622 + ], + "opposite_logprob_tokens": [ + -6.376712799072266 + ], + "logprob_reward": -0.0017127619357779622, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017127619357779622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24012425541877747, + 0.19713112711906433, + 0.08180253207683563, + 0.0331898033618927, + 0.04315299540758133, + 0.04731588810682297, + 0.14314109086990356, + 0.06336520612239838, + 0.08394116908311844, + 0.06683588773012161 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0017127619357779622 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, low-angle, cinematic tracking shot, rendered in a vibrant anime style, dynamically follows a dramatic chase across the mossy forest floor. The pursuer, a massive, centipede-like creature, is stunningly depicted. Its segmented body is encased in a vibrant reddish-brown carapace, its chitinous sheen reflecting the dappled forest light. A multitude of sharp, electric-yellow legs tumbles in a coordinated, undulating blur, scurrying at terrifying speed over fuzzy emerald-green moss and decaying leaves. It relentlessly pursues a much smaller insect, an iridescent beetle, its delicate, translucent wings beating frantically as it desperately zigzags between gnarled tree roots that, from this low angle, resemble massive canyon walls. Spotted sunlight penetrates the dense tree canopy above, casting dramatic, shifting spotlights and deep shadows that heighten the tension. The camera stays close to the ground, emphasizing the creatures' sheer speed and predatory single-mindedness, while subtle motion blur and speed lines emphasize the swift movements, creating a visually stunning and high-stakes atmosphere filled with a naturalistic yet dreamlike struggle between life and death.", + "seed": 16561, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_11/index_4715_seed_16561_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01192388280760497, + "vlm_logprob": -0.01192388280760497, + "vlm_yes_no_margin": 5.225, + "vlm_token_credit": -0.01192388280760497, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00214775069616735 + ], + "opposite_logprob_tokens": [ + -6.502147674560547 + ], + "logprob_reward": -0.00214775069616735, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.00214775069616735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10904696583747864, + 0.05701175704598427, + 0.24865400791168213, + 0.07192989438772202, + 0.10636115074157715, + 0.03094862587749958, + 0.06288402527570724, + 0.11445213109254837, + 0.10490386933088303, + 0.09380754828453064 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.00214775069616735 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216690324246883 + ], + "opposite_logprob_tokens": [ + -4.264216899871826 + ], + "logprob_reward": -0.014216690324246883, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216690324246883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04473065957427025, + 0.043186482042074203, + 0.30326658487319946, + 0.03150298446416855, + 0.21085529029369354, + 0.03683279827237129, + 0.02228350192308426, + 0.04482296109199524, + 0.049920517951250076, + 0.21259824931621552 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -0.014216690324246883 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038130808621644974 + ], + "opposite_logprob_tokens": [ + -3.288130760192871 + ], + "logprob_reward": -0.038130808621644974, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038130808621644974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1188398078083992, + 0.06274803727865219, + 0.20522113144397736, + 0.07562315464019775, + 0.18496893346309662, + 0.04193469136953354, + 0.04257654398679733, + 0.0629396140575409, + 0.12082679569721222, + 0.08432126045227051 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.038130808621644974 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036126605700701475 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.0036126605700701475, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036126605700701475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04610288515686989, + 0.06113762408494949, + 0.02725995145738125, + 0.04781739041209221, + 0.4123157858848572, + 0.03827720507979393, + 0.142940491437912, + 0.03661522641777992, + 0.15660390257835388, + 0.030929574742913246 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.0036126605700701475 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015115038258954883 + ], + "opposite_logprob_tokens": [ + -6.501511573791504 + ], + "logprob_reward": -0.0015115038258954883, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015115038258954883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07526709139347076, + 0.10474097728729248, + 0.07077615708112717, + 0.0441092811524868, + 0.3008378744125366, + 0.06821973621845245, + 0.052258431911468506, + 0.06683618575334549, + 0.17153722047805786, + 0.04541704058647156 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.0015115038258954883 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, low-angle, cinematic tracking shot, rendered in a vibrant anime style, dynamically follows a dramatic chase across the mossy forest floor. The pursuer, a massive, centipede-like creature, is stunningly depicted. Its segmented body is encased in a vibrant reddish-brown carapace, its chitinous sheen reflecting the dappled forest light. A multitude of sharp, electric-yellow legs tumbles in a coordinated, undulating blur, scurrying at terrifying speed over fuzzy emerald-green moss and decaying leaves. It relentlessly pursues a much smaller insect, an iridescent beetle, its delicate, translucent wings beating frantically as it desperately zigzags between gnarled tree roots that, from this low angle, resemble massive canyon walls. Spotted sunlight penetrates the dense tree canopy above, casting dramatic, shifting spotlights and deep shadows that heighten the tension. The camera stays close to the ground, emphasizing the creatures' sheer speed and predatory single-mindedness, while subtle motion blur and speed lines emphasize the swift movements, creating a visually stunning and high-stakes atmosphere filled with a naturalistic yet dreamlike struggle between life and death.", + "seed": 16562, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_11/index_4715_seed_16562_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.007716677570715547, + "vlm_logprob": -0.007716677570715547, + "vlm_yes_no_margin": 5.4, + "vlm_token_credit": -0.007716677570715547, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003880234668031335 + ], + "opposite_logprob_tokens": [ + -5.628880023956299 + ], + "logprob_reward": -0.003880234668031335, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003880234668031335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04243318364024162, + 0.0417061522603035, + 0.019187333062291145, + 0.2362181693315506, + 0.4915724992752075, + 0.021138587966561317, + 0.021640628576278687, + 0.08116235584020615, + 0.015341522172093391, + 0.02959952875971794 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.003880234668031335 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091010645031929 + ], + "opposite_logprob_tokens": [ + -4.511091232299805 + ], + "logprob_reward": -0.011091010645031929, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091010645031929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045773252844810486, + 0.07457791268825531, + 0.028252899646759033, + 0.12798535823822021, + 0.5547087788581848, + 0.04254627227783203, + 0.047703810036182404, + 0.025614898651838303, + 0.02538694068789482, + 0.02744981460273266 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.011091010645031929 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020592467859387398 + ], + "opposite_logprob_tokens": [ + -3.895592451095581 + ], + "logprob_reward": -0.020592467859387398, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020592467859387398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14626909792423248, + 0.0877937376499176, + 0.04883803427219391, + 0.2327466458082199, + 0.26225796341896057, + 0.05452756956219673, + 0.03287610039114952, + 0.047445815056562424, + 0.03728535771369934, + 0.04995964840054512 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.020592467859387398 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015095992712303996 + ], + "opposite_logprob_tokens": [ + -6.501509666442871 + ], + "logprob_reward": -0.0015095992712303996, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015095992712303996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05947229266166687, + 0.053750406950712204, + 0.09968002140522003, + 0.21553176641464233, + 0.3172597289085388, + 0.05288558825850487, + 0.025437090545892715, + 0.03361620754003525, + 0.08143947273492813, + 0.06092747673392296 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.0015095992712303996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede-like creature with a reddish-brown segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the creature's legs electric-yellow and depicted as a coordinated, undulating blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature chasing a smaller iridescent beetle with translucent wings that is zigzagging between tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a mossy forest floor with fuzzy emerald-green moss and decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle cinematic tracking shot that keeps the camera close to the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015100754098966718 + ], + "opposite_logprob_tokens": [ + -6.501510143280029 + ], + "logprob_reward": -0.0015100754098966718, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015100754098966718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09580139815807343, + 0.05342556908726692, + 0.06779082864522934, + 0.293123722076416, + 0.1710832267999649, + 0.029208963736891747, + 0.03093697503209114, + 0.048642318695783615, + 0.10025220364332199, + 0.10973476618528366 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.0015100754098966718 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_12/index_tensor([6744, 6744])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_12/index_tensor([6744, 6744])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..de2e367fb506be94c5fc0121dbab7e4847192507 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_12/index_tensor([6744, 6744])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up, moving slowly and gracefully in an arc around the subject, captures a classic, multi-faceted crystal bottle of Wuliangye, majestically placed upon a sheet of deep, light-absorbing black velvet. Dramatic, high-contrast Rembrandt light, cast with pinpoint precision from the side, carves sharp demarcations of light and dark into the bottle's crisp facets. Simultaneously, a strong rim light from behind outlines the bottle's crystalline rim, highlighting the bottle's iconic red label and the golden \"Wuliangye\" inscription. Crafted with extreme slow-motion particle effects, countless viscous droplets, shimmering like liquid gold, splash in from outside the frame. They gently collide and merge in mid-air, breaking into even smaller, shimmering beads before converging into elegant spirals, like a miniature galaxy, systematically encircling the still bottle. Each flying drop of wine reflects brilliant light, complementing the colorful scattered light and shadow reflected by the crystal bottle. The whole picture, under the warm tones, presents an extremely pure, luxurious and dynamic luxury advertising texture, creating a breathtaking atmosphere of refinement and nobility.", + "seed": 30154, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_12/index_6744_seed_30154_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028070275112986563, + "vlm_logprob": -0.028070275112986563, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.028070275112986563, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01021939143538475 + ], + "opposite_logprob_tokens": [ + -4.635219573974609 + ], + "logprob_reward": -0.01021939143538475, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01021939143538475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22315162420272827, + 0.050758786499500275, + 0.06024765595793724, + 0.029725685715675354, + 0.03829441964626312, + 0.09214022010564804, + 0.2605282664299011, + 0.06302610039710999, + 0.11639153957366943, + 0.06573572009801865 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.01021939143538475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607118360698223 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.01607118360698223, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607118360698223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05913158878684044, + 0.12199955433607101, + 0.11497119069099426, + 0.1351163536310196, + 0.020365655422210693, + 0.12906968593597412, + 0.021075351163744926, + 0.02040054090321064, + 0.13780909776687622, + 0.24006102979183197 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.01607118360698223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054949671030044556 + ], + "opposite_logprob_tokens": [ + -2.9299497604370117 + ], + "logprob_reward": -0.054949671030044556, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054949671030044556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18989139795303345, + 0.17488166689872742, + 0.0737268477678299, + 0.05251815915107727, + 0.034027568995952606, + 0.14260238409042358, + 0.08195468038320541, + 0.054861392825841904, + 0.12008144706487656, + 0.07545445114374161 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.054949671030044556 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073763370513916 + ], + "opposite_logprob_tokens": [ + -4.141073703765869 + ], + "logprob_reward": -0.016073763370513916, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073763370513916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046861112117767334, + 0.06088092550635338, + 0.534912645816803, + 0.08278517425060272, + 0.02074047550559044, + 0.04681318253278732, + 0.07593526691198349, + 0.02388571947813034, + 0.06018714979290962, + 0.046998344361782074 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.016073763370513916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04303736612200737 + ], + "opposite_logprob_tokens": [ + -3.1680374145507812 + ], + "logprob_reward": -0.04303736612200737, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04303736612200737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09086810797452927, + 0.09237191081047058, + 0.09311392158269882, + 0.10779380053281784, + 0.04902113974094391, + 0.26352742314338684, + 0.1499815583229065, + 0.025970086455345154, + 0.0723627582192421, + 0.054989252239465714 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.04303736612200737 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, moving slowly and gracefully in an arc around the subject, captures a classic, multi-faceted crystal bottle of Wuliangye, majestically placed upon a sheet of deep, light-absorbing black velvet. Dramatic, high-contrast Rembrandt light, cast with pinpoint precision from the side, carves sharp demarcations of light and dark into the bottle's crisp facets. Simultaneously, a strong rim light from behind outlines the bottle's crystalline rim, highlighting the bottle's iconic red label and the golden \"Wuliangye\" inscription. Crafted with extreme slow-motion particle effects, countless viscous droplets, shimmering like liquid gold, splash in from outside the frame. They gently collide and merge in mid-air, breaking into even smaller, shimmering beads before converging into elegant spirals, like a miniature galaxy, systematically encircling the still bottle. Each flying drop of wine reflects brilliant light, complementing the colorful scattered light and shadow reflected by the crystal bottle. The whole picture, under the warm tones, presents an extremely pure, luxurious and dynamic luxury advertising texture, creating a breathtaking atmosphere of refinement and nobility.", + "seed": 30155, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_12/index_6744_seed_30155_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029553733207285403, + "vlm_logprob": -0.029553733207285403, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.029553733207285403, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012882227078080177 + ], + "opposite_logprob_tokens": [ + -4.387882232666016 + ], + "logprob_reward": -0.012882227078080177, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012882227078080177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7782689332962036, + 0.021424071863293648, + 0.027027489617466927, + 0.011287372559309006, + 0.024938657879829407, + 0.017639081925153732, + 0.016584213823080063, + 0.043582621961832047, + 0.01703660376369953, + 0.04221082851290703 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.012882227078080177 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903597295284271 + ], + "opposite_logprob_tokens": [ + -2.464035987854004 + ], + "logprob_reward": -0.08903597295284271, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903597295284271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5488316416740417, + 0.03324233368039131, + 0.016432223841547966, + 0.025411054491996765, + 0.030739856883883476, + 0.006421338301151991, + 0.03487264737486839, + 0.028987491503357887, + 0.04203641787171364, + 0.23302501440048218 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.08903597295284271 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585110411047935 + ], + "opposite_logprob_tokens": [ + -3.895585060119629 + ], + "logprob_reward": -0.020585110411047935, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585110411047935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3660905063152313, + 0.022920791059732437, + 0.16040273010730743, + 0.12499192357063293, + 0.032150667160749435, + 0.019210893660783768, + 0.06968938559293747, + 0.036935195326805115, + 0.0652473121881485, + 0.10236059129238129 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.020585110411047935 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079457588493824 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.011079457588493824, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079457588493824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5138661861419678, + 0.046676188707351685, + 0.03378448262810707, + 0.03764909505844116, + 0.04940918833017349, + 0.0178164504468441, + 0.07284346222877502, + 0.04088667035102844, + 0.07143013179302216, + 0.11563810706138611 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.011079457588493824 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014185898005962372 + ], + "opposite_logprob_tokens": [ + -4.264185905456543 + ], + "logprob_reward": -0.014185898005962372, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014185898005962372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5738790035247803, + 0.030352361500263214, + 0.09740757942199707, + 0.09590306133031845, + 0.02565164491534233, + 0.021807130426168442, + 0.0713832676410675, + 0.010353178717195988, + 0.034828849136829376, + 0.03843396529555321 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.014185898005962372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, moving slowly and gracefully in an arc around the subject, captures a classic, multi-faceted crystal bottle of Wuliangye, majestically placed upon a sheet of deep, light-absorbing black velvet. Dramatic, high-contrast Rembrandt light, cast with pinpoint precision from the side, carves sharp demarcations of light and dark into the bottle's crisp facets. Simultaneously, a strong rim light from behind outlines the bottle's crystalline rim, highlighting the bottle's iconic red label and the golden \"Wuliangye\" inscription. Crafted with extreme slow-motion particle effects, countless viscous droplets, shimmering like liquid gold, splash in from outside the frame. They gently collide and merge in mid-air, breaking into even smaller, shimmering beads before converging into elegant spirals, like a miniature galaxy, systematically encircling the still bottle. Each flying drop of wine reflects brilliant light, complementing the colorful scattered light and shadow reflected by the crystal bottle. The whole picture, under the warm tones, presents an extremely pure, luxurious and dynamic luxury advertising texture, creating a breathtaking atmosphere of refinement and nobility.", + "seed": 30156, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_12/index_6744_seed_30156_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02965051159262657, + "vlm_logprob": -0.02965051159262657, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.02965051159262657, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0035315309651196003 + ], + "opposite_logprob_tokens": [ + -5.753531455993652 + ], + "logprob_reward": -0.0035315309651196003, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0035315309651196003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2175985723733902, + 0.10507316142320633, + 0.07952797412872314, + 0.09028582274913788, + 0.11298757791519165, + 0.0371614545583725, + 0.11735133081674576, + 0.03938095644116402, + 0.11983822286128998, + 0.08079491555690765 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.0035315309651196003 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901634067296982 + ], + "opposite_logprob_tokens": [ + -2.4640164375305176 + ], + "logprob_reward": -0.08901634067296982, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901634067296982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08693984895944595, + 0.0548100583255291, + 0.10706593841314316, + 0.13469886779785156, + 0.08698172122240067, + 0.035847533494234085, + 0.07134759426116943, + 0.12673316895961761, + 0.2385411262512207, + 0.057034119963645935 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.08901634067296982 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370006009936333 + ], + "opposite_logprob_tokens": [ + -3.4086999893188477 + ], + "logprob_reward": -0.03370006009936333, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370006009936333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1881668120622635, + 0.11944108456373215, + 0.07107805460691452, + 0.061268970370292664, + 0.19508840143680573, + 0.02819971553981304, + 0.10570617020130157, + 0.03982093930244446, + 0.15854507684707642, + 0.03268473595380783 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.03370006009936333 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948459263890982 + ], + "opposite_logprob_tokens": [ + -5.130948543548584 + ], + "logprob_reward": -0.005948459263890982, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948459263890982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4406638443470001, + 0.17204080522060394, + 0.04514847323298454, + 0.048013363033533096, + 0.10919258743524551, + 0.027426505461335182, + 0.060342177748680115, + 0.021353794261813164, + 0.047220438718795776, + 0.028597986325621605 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.005948459263890982 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605616696178913 + ], + "opposite_logprob_tokens": [ + -4.141056060791016 + ], + "logprob_reward": -0.01605616696178913, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605616696178913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07619549334049225, + 0.0983068123459816, + 0.05557069182395935, + 0.08222567290067673, + 0.3057722747325897, + 0.05731610208749771, + 0.10000085830688477, + 0.05020012706518173, + 0.10624637454748154, + 0.06816563010215759 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.01605616696178913 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, moving slowly and gracefully in an arc around the subject, captures a classic, multi-faceted crystal bottle of Wuliangye, majestically placed upon a sheet of deep, light-absorbing black velvet. Dramatic, high-contrast Rembrandt light, cast with pinpoint precision from the side, carves sharp demarcations of light and dark into the bottle's crisp facets. Simultaneously, a strong rim light from behind outlines the bottle's crystalline rim, highlighting the bottle's iconic red label and the golden \"Wuliangye\" inscription. Crafted with extreme slow-motion particle effects, countless viscous droplets, shimmering like liquid gold, splash in from outside the frame. They gently collide and merge in mid-air, breaking into even smaller, shimmering beads before converging into elegant spirals, like a miniature galaxy, systematically encircling the still bottle. Each flying drop of wine reflects brilliant light, complementing the colorful scattered light and shadow reflected by the crystal bottle. The whole picture, under the warm tones, presents an extremely pure, luxurious and dynamic luxury advertising texture, creating a breathtaking atmosphere of refinement and nobility.", + "seed": 30157, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_12/index_6744_seed_30157_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04258812982589007, + "vlm_logprob": -0.04258812982589007, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.04258812982589007, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02359013818204403 + ], + "opposite_logprob_tokens": [ + -3.773590087890625 + ], + "logprob_reward": -0.02359013818204403, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02359013818204403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09236316382884979, + 0.05184503272175789, + 0.04639436677098274, + 0.11731758713722229, + 0.13443534076213837, + 0.1040353998541832, + 0.1479046642780304, + 0.12403928488492966, + 0.14289206266403198, + 0.03877302259206772 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.02359013818204403 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043054722249507904 + ], + "opposite_logprob_tokens": [ + -3.1680548191070557 + ], + "logprob_reward": -0.043054722249507904, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043054722249507904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03174794092774391, + 0.022648895159363747, + 0.021514909341931343, + 0.2688925266265869, + 0.04900849238038063, + 0.06353069096803665, + 0.0993216335773468, + 0.1084294319152832, + 0.2980765700340271, + 0.036828894168138504 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.043054722249507904 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902550488710403 + ], + "opposite_logprob_tokens": [ + -2.4640254974365234 + ], + "logprob_reward": -0.08902550488710403, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902550488710403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15301422774791718, + 0.10282030701637268, + 0.04007762297987938, + 0.0869874432682991, + 0.12407945841550827, + 0.09812480211257935, + 0.10228893905878067, + 0.09044764935970306, + 0.12841317057609558, + 0.07374634593725204 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.08902550488710403 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639576844871044 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008639576844871044, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639576844871044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08694659173488617, + 0.05873599648475647, + 0.03784964978694916, + 0.13486823439598083, + 0.12301666289567947, + 0.09511426091194153, + 0.0916878879070282, + 0.18273776769638062, + 0.11829214543104172, + 0.07075078785419464 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.008639576844871044 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-faceted crystal bottle with a red label and golden 'Wuliangye' inscription?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle placed upon a sheet of deep, light-absorbing black velvet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit with high-contrast Rembrandt lighting from the side and a strong rim light from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless viscous droplets resembling liquid gold splash in from outside the frame and encircle the bottle in spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving slowly and gracefully in an arc around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863070696592331 + ], + "opposite_logprob_tokens": [ + -3.048630714416504 + ], + "logprob_reward": -0.04863070696592331, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863070696592331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06268184632062912, + 0.038083456456661224, + 0.027700869366526604, + 0.10894645005464554, + 0.09829302877187729, + 0.0887688621878624, + 0.08997712284326553, + 0.24438028037548065, + 0.18757160007953644, + 0.05359648913145065 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.04863070696592331 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_13/index_tensor([3882, 3882])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_13/index_tensor([3882, 3882])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ec3bf7e5bfce2c41cc9adaffe1627a5304152f04 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_13/index_tensor([3882, 3882])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic aerial tracking shot begins from an upward perspective and smoothly transitions parallel to the subject. Atop a steep mountaintop shrouded in thick, swirling clouds, a massive eagle stands at the center of the frame. Its plumage is a deep chocolate brown, each feather edged with a metallic sheen. A halo of golden-brown down curls trembles gently in the strong wind. Its piercing amber eyes gaze into the distance, its sturdy, dark-gray beak tightly closed, a look of solemn concentration. With a powerful yet deliberate movement, its massive wings unfurl, their span stretching nearly the entire width of the frame, each feather distinctly visible in the air currents. It embraces the invisible wind, not fighting it, but with remarkable grace, skillfully harnessing its force, tilting its body slightly to glide steadily through the thin air. The camera follows the eagle, revealing an endless, ocean-like sea of clouds below. Occasionally, rays of golden sunlight penetrate the clouds, casting sacred beams of light that momentarily illuminate the intricate patterns on its wings. The entire scene is dominated by a cool color scheme, dominated by the gray-black of the rocks and the pure white of the clouds. The warm brown tones of the giant eagle become the visual focus, creating a tranquil atmosphere of loneliness, majesty, and vitality.", + "seed": 20181, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_13/index_3882_seed_20181_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04085402823984623, + "vlm_logprob": -0.04085402823984623, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.04085402823984623, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0913943201303482 + ], + "opposite_logprob_tokens": [ + -2.4663944244384766 + ], + "logprob_reward": -0.0913943201303482, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0913943201303482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5274875164031982, + 0.08582669496536255, + 0.0242284145206213, + 0.04294160008430481, + 0.029226507991552353, + 0.014617342501878738, + 0.06336934864521027, + 0.059773724526166916, + 0.07325022667646408, + 0.0792786180973053 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0913943201303482 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979274045675993 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.00979274045675993, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979274045675993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16642609238624573, + 0.03925754129886627, + 0.22662821412086487, + 0.03167349845170975, + 0.10373203456401825, + 0.06511883437633514, + 0.13882090151309967, + 0.10861212015151978, + 0.06088551878929138, + 0.058845289051532745 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.00979274045675993 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792386554181576 + ], + "opposite_logprob_tokens": [ + -4.634792327880859 + ], + "logprob_reward": -0.009792386554181576, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792386554181576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09363102167844772, + 0.06332611292600632, + 0.13753414154052734, + 0.05340028926730156, + 0.15200066566467285, + 0.029698869213461876, + 0.10091185569763184, + 0.14874713122844696, + 0.16505306959152222, + 0.05569687858223915 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.009792386554181576 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023278988897800446 + ], + "opposite_logprob_tokens": [ + -3.7732789516448975 + ], + "logprob_reward": -0.023278988897800446, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023278988897800446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15319718420505524, + 0.08130480349063873, + 0.1271195113658905, + 0.08013192564249039, + 0.07789135724306107, + 0.03438465669751167, + 0.04380188509821892, + 0.24707739055156708, + 0.11503060162067413, + 0.040060702711343765 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.023278988897800446 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001170516014099 + ], + "opposite_logprob_tokens": [ + -2.695011615753174 + ], + "logprob_reward": -0.07001170516014099, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001170516014099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08748579025268555, + 0.13073775172233582, + 0.37256062030792236, + 0.02977803163230419, + 0.07985488325357437, + 0.03820103034377098, + 0.021224360913038254, + 0.09410887956619263, + 0.07750914245843887, + 0.06853947788476944 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.07001170516014099 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic aerial tracking shot begins from an upward perspective and smoothly transitions parallel to the subject. Atop a steep mountaintop shrouded in thick, swirling clouds, a massive eagle stands at the center of the frame. Its plumage is a deep chocolate brown, each feather edged with a metallic sheen. A halo of golden-brown down curls trembles gently in the strong wind. Its piercing amber eyes gaze into the distance, its sturdy, dark-gray beak tightly closed, a look of solemn concentration. With a powerful yet deliberate movement, its massive wings unfurl, their span stretching nearly the entire width of the frame, each feather distinctly visible in the air currents. It embraces the invisible wind, not fighting it, but with remarkable grace, skillfully harnessing its force, tilting its body slightly to glide steadily through the thin air. The camera follows the eagle, revealing an endless, ocean-like sea of clouds below. Occasionally, rays of golden sunlight penetrate the clouds, casting sacred beams of light that momentarily illuminate the intricate patterns on its wings. The entire scene is dominated by a cool color scheme, dominated by the gray-black of the rocks and the pure white of the clouds. The warm brown tones of the giant eagle become the visual focus, creating a tranquil atmosphere of loneliness, majesty, and vitality.", + "seed": 20182, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_13/index_3882_seed_20182_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.022821861878037454, + "vlm_logprob": -0.022821861878037454, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.022821861878037454, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050814058631658554 + ], + "opposite_logprob_tokens": [ + -3.050814151763916 + ], + "logprob_reward": -0.050814058631658554, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050814058631658554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26912277936935425, + 0.21365655958652496, + 0.05714218690991402, + 0.04753470420837402, + 0.1185445487499237, + 0.04854470491409302, + 0.03748461604118347, + 0.053536418825387955, + 0.09453757107257843, + 0.05989588424563408 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.050814058631658554 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007642081007361412 + ], + "opposite_logprob_tokens": [ + -4.8826422691345215 + ], + "logprob_reward": -0.007642081007361412, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007642081007361412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3375859558582306, + 0.28121915459632874, + 0.04927106946706772, + 0.045542147010564804, + 0.02715577557682991, + 0.04217877611517906, + 0.028155149891972542, + 0.04661630466580391, + 0.03764154389500618, + 0.10463409125804901 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.007642081007361412 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792858734726906 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.009792858734726906, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792858734726906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25911322236061096, + 0.20033904910087585, + 0.07416762411594391, + 0.20759274065494537, + 0.018469367176294327, + 0.030571887269616127, + 0.017369914799928665, + 0.11664299666881561, + 0.03658735379576683, + 0.03914583474397659 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.009792858734726906 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979288250207901 + ], + "opposite_logprob_tokens": [ + -3.5297927856445312 + ], + "logprob_reward": -0.02979288250207901, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979288250207901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3375913202762604, + 0.09653934836387634, + 0.038948994129896164, + 0.11475662142038345, + 0.03947412967681885, + 0.06324508041143417, + 0.028853124007582664, + 0.13885807991027832, + 0.030041994526982307, + 0.11169133335351944 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.02979288250207901 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606742851436138 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.01606742851436138, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606742851436138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06323094666004181, + 0.030780989676713943, + 0.04030395671725273, + 0.12872737646102905, + 0.03273632377386093, + 0.034904517233371735, + 0.029553063213825226, + 0.031129052862524986, + 0.5040863156318665, + 0.10454747080802917 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.01606742851436138 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic aerial tracking shot begins from an upward perspective and smoothly transitions parallel to the subject. Atop a steep mountaintop shrouded in thick, swirling clouds, a massive eagle stands at the center of the frame. Its plumage is a deep chocolate brown, each feather edged with a metallic sheen. A halo of golden-brown down curls trembles gently in the strong wind. Its piercing amber eyes gaze into the distance, its sturdy, dark-gray beak tightly closed, a look of solemn concentration. With a powerful yet deliberate movement, its massive wings unfurl, their span stretching nearly the entire width of the frame, each feather distinctly visible in the air currents. It embraces the invisible wind, not fighting it, but with remarkable grace, skillfully harnessing its force, tilting its body slightly to glide steadily through the thin air. The camera follows the eagle, revealing an endless, ocean-like sea of clouds below. Occasionally, rays of golden sunlight penetrate the clouds, casting sacred beams of light that momentarily illuminate the intricate patterns on its wings. The entire scene is dominated by a cool color scheme, dominated by the gray-black of the rocks and the pure white of the clouds. The warm brown tones of the giant eagle become the visual focus, creating a tranquil atmosphere of loneliness, majesty, and vitality.", + "seed": 20183, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_13/index_3882_seed_20183_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.038184481859207156, + "vlm_logprob": -0.038184481859207156, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.038184481859207156, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12998294830322266 + ], + "opposite_logprob_tokens": [ + -2.1299829483032227 + ], + "logprob_reward": -0.12998294830322266, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12998294830322266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23113788664340973, + 0.03566063940525055, + 0.053109969943761826, + 0.06142260506749153, + 0.058221377432346344, + 0.4580986797809601, + 0.013330156914889812, + 0.04289569705724716, + 0.030725494027137756, + 0.015397432260215282 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.12998294830322266 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091010645031929 + ], + "opposite_logprob_tokens": [ + -4.511091232299805 + ], + "logprob_reward": -0.011091010645031929, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091010645031929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29243203997612, + 0.026201196014881134, + 0.0610421858727932, + 0.04328298568725586, + 0.1283344179391861, + 0.20007595419883728, + 0.10149387270212173, + 0.04900461807847023, + 0.05896950140595436, + 0.03916321322321892 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.011091010645031929 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108936034142971 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.01108936034142971, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108936034142971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20717668533325195, + 0.036125414073467255, + 0.13814935088157654, + 0.12393698841333389, + 0.06597883999347687, + 0.15599609911441803, + 0.15174102783203125, + 0.05894184485077858, + 0.031452711671590805, + 0.030501000583171844 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.01108936034142971 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183089792728424 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.018183089792728424, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183089792728424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22061681747436523, + 0.042668577283620834, + 0.04960116744041443, + 0.06458268314599991, + 0.10822779685258865, + 0.16601841151714325, + 0.08374717831611633, + 0.12528066337108612, + 0.08278322219848633, + 0.05647346377372742 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.018183089792728424 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020576000213623047 + ], + "opposite_logprob_tokens": [ + -3.895576000213623 + ], + "logprob_reward": -0.020576000213623047, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020576000213623047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.452365905046463, + 0.02998666651546955, + 0.06741919368505478, + 0.03313670679926872, + 0.07505752891302109, + 0.1322873830795288, + 0.05461619049310684, + 0.05496114119887352, + 0.06728045642375946, + 0.032888881862163544 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.020576000213623047 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic aerial tracking shot begins from an upward perspective and smoothly transitions parallel to the subject. Atop a steep mountaintop shrouded in thick, swirling clouds, a massive eagle stands at the center of the frame. Its plumage is a deep chocolate brown, each feather edged with a metallic sheen. A halo of golden-brown down curls trembles gently in the strong wind. Its piercing amber eyes gaze into the distance, its sturdy, dark-gray beak tightly closed, a look of solemn concentration. With a powerful yet deliberate movement, its massive wings unfurl, their span stretching nearly the entire width of the frame, each feather distinctly visible in the air currents. It embraces the invisible wind, not fighting it, but with remarkable grace, skillfully harnessing its force, tilting its body slightly to glide steadily through the thin air. The camera follows the eagle, revealing an endless, ocean-like sea of clouds below. Occasionally, rays of golden sunlight penetrate the clouds, casting sacred beams of light that momentarily illuminate the intricate patterns on its wings. The entire scene is dominated by a cool color scheme, dominated by the gray-black of the rocks and the pure white of the clouds. The warm brown tones of the giant eagle become the visual focus, creating a tranquil atmosphere of loneliness, majesty, and vitality.", + "seed": 20184, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_13/index_3882_seed_20184_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023213701136410237, + "vlm_logprob": -0.023213701136410237, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.023213701136410237, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05584755167365074 + ], + "opposite_logprob_tokens": [ + -2.930847644805908 + ], + "logprob_reward": -0.05584755167365074, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05584755167365074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48741137981414795, + 0.10788482427597046, + 0.12971416115760803, + 0.024865325540304184, + 0.03504502400755882, + 0.03491871431469917, + 0.024083314463496208, + 0.014960686676204205, + 0.09274501353502274, + 0.048371583223342896 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.05584755167365074 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108134351670742 + ], + "opposite_logprob_tokens": [ + -4.511081218719482 + ], + "logprob_reward": -0.01108134351670742, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108134351670742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16322433948516846, + 0.09399686753749847, + 0.036920879036188126, + 0.14714498817920685, + 0.2232925146818161, + 0.04095139354467392, + 0.03812694922089577, + 0.034729331731796265, + 0.12749885022640228, + 0.09411388635635376 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.01108134351670742 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794275276362896 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794275276362896, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794275276362896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22573821246623993, + 0.19925765693187714, + 0.06936399638652802, + 0.03662911430001259, + 0.06417760252952576, + 0.07016602158546448, + 0.048013847321271896, + 0.0461905412375927, + 0.09610013663768768, + 0.1443629264831543 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.009794275276362896 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062619164586067 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.016062619164586067, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062619164586067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14704369008541107, + 0.09714073687791824, + 0.049889013171195984, + 0.11835135519504547, + 0.08129628002643585, + 0.0730091780424118, + 0.05950213968753815, + 0.046024780720472336, + 0.22085508704185486, + 0.10688774287700653 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.016062619164586067 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a steep mountaintop shrouded in thick, swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive eagle with deep chocolate brown plumage edged with a metallic sheen visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle unfurl its massive wings to a span stretching nearly the entire width of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a dynamic aerial tracking shot that begins from an upward perspective and transitions parallel to the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are rays of golden sunlight visible penetrating the clouds to illuminate the eagle's wings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282716050744057 + ], + "opposite_logprob_tokens": [ + -3.773282766342163 + ], + "logprob_reward": -0.023282716050744057, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282716050744057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.409548819065094, + 0.17170460522174835, + 0.0466376356780529, + 0.031360846012830734, + 0.06857123970985413, + 0.049051761627197266, + 0.020398762077093124, + 0.010038837790489197, + 0.15475228428840637, + 0.03793530911207199 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.023282716050744057 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_14/index_tensor([7820, 7820])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_14/index_tensor([7820, 7820])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3c8d0116beb964e1522d7a832e311a9a105661ed --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_14/index_tensor([7820, 7820])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle close-up gazes across the intricate eaves of a traditional Chinese building, where dark, rain-soaked wooden beams, their texture deepened by centuries of weather, reveal microscopic cracks. Black rainwater cautiously seeps through these ancient cracks, slowly seeping through the overlapping, dark gray clay tiles, saturated with moisture and covered in a velvety, deep-green moss. The camera then executes a subtle, slow downward tilt, following a single, viscous stream of water, tracing its path across the curved surface of the tiles. At the lowest edge of the tile, the water gathers into a heavy drop that swells and trembles for a moment, its perfectly spherical surface capturing a distorted, miniature reflection of the tranquil, damp stone courtyard below, before it separates and falls. The entire scene is bathed in the soft, diffuse light of a perpetually gray, overcast sky, creating a cool, subdued color palette of earthy browns, slate grays, and damp greens, evoking an atmosphere of profound tranquility and contemplation.", + "seed": 12130, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_14/index_7820_seed_12130_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.014297822583466768, + "vlm_logprob": -0.014297822583466768, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.014297822583466768, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04436596855521202 + ], + "opposite_logprob_tokens": [ + -3.169365882873535 + ], + "logprob_reward": -0.04436596855521202, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04436596855521202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10752509534358978, + 0.045435965061187744, + 0.0420452319085598, + 0.24393770098686218, + 0.08254648000001907, + 0.11806381493806839, + 0.08918532729148865, + 0.1630709171295166, + 0.06275538355112076, + 0.045434098690748215 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.04436596855521202 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00866167712956667 + ], + "opposite_logprob_tokens": [ + -4.75866174697876 + ], + "logprob_reward": -0.00866167712956667, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00866167712956667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13912063837051392, + 0.04100276157259941, + 0.051205653697252274, + 0.17943066358566284, + 0.041720911860466, + 0.13726384937763214, + 0.04285794124007225, + 0.085992731153965, + 0.16211266815662384, + 0.11929222196340561 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.00866167712956667 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076298960484564304 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.0076298960484564304, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076298960484564304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08384569734334946, + 0.12259186059236526, + 0.07177466154098511, + 0.1356624811887741, + 0.1754453182220459, + 0.06372255831956863, + 0.03822419419884682, + 0.08466404676437378, + 0.14828716218471527, + 0.07578199356794357 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.0076298960484564304 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736426148563623 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.006736426148563623, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736426148563623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13597950339317322, + 0.04987284913659096, + 0.03819122910499573, + 0.14639700949192047, + 0.08705300837755203, + 0.07820606976747513, + 0.08744172751903534, + 0.15660032629966736, + 0.1373407244682312, + 0.08291753381490707 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.006736426148563623 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095145035535097 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.004095145035535097, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095145035535097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21175047755241394, + 0.051436733454465866, + 0.06825976073741913, + 0.15910927951335907, + 0.06196572631597519, + 0.10947075486183167, + 0.0636875331401825, + 0.1056332141160965, + 0.05673811212182045, + 0.11194843053817749 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.004095145035535097 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up gazes across the intricate eaves of a traditional Chinese building, where dark, rain-soaked wooden beams, their texture deepened by centuries of weather, reveal microscopic cracks. Black rainwater cautiously seeps through these ancient cracks, slowly seeping through the overlapping, dark gray clay tiles, saturated with moisture and covered in a velvety, deep-green moss. The camera then executes a subtle, slow downward tilt, following a single, viscous stream of water, tracing its path across the curved surface of the tiles. At the lowest edge of the tile, the water gathers into a heavy drop that swells and trembles for a moment, its perfectly spherical surface capturing a distorted, miniature reflection of the tranquil, damp stone courtyard below, before it separates and falls. The entire scene is bathed in the soft, diffuse light of a perpetually gray, overcast sky, creating a cool, subdued color palette of earthy browns, slate grays, and damp greens, evoking an atmosphere of profound tranquility and contemplation.", + "seed": 12131, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_14/index_7820_seed_12131_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.005819893814623356, + "vlm_logprob": -0.005819893814623356, + "vlm_yes_no_margin": 5.3, + "vlm_token_credit": -0.005819893814623356, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009817647747695446 + ], + "opposite_logprob_tokens": [ + -4.884817600250244 + ], + "logprob_reward": -0.009817647747695446, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009817647747695446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15899021923542023, + 0.044959716498851776, + 0.12079573422670364, + 0.028339900076389313, + 0.03452788665890694, + 0.3767414689064026, + 0.08310964703559875, + 0.027600694447755814, + 0.0989261344075203, + 0.026008563116192818 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.009817647747695446 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004111053422093391 + ], + "opposite_logprob_tokens": [ + -5.504111289978027 + ], + "logprob_reward": -0.004111053422093391, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004111053422093391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13617607951164246, + 0.06614062935113907, + 0.14249472320079803, + 0.0830029770731926, + 0.031970396637916565, + 0.3573020398616791, + 0.043833132833242416, + 0.041289035230875015, + 0.04427594691514969, + 0.05351509526371956 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.004111053422093391 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067365444265306 + ], + "opposite_logprob_tokens": [ + -5.006736755371094 + ], + "logprob_reward": -0.0067365444265306, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067365444265306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06780362129211426, + 0.049925435334444046, + 0.05250207707285881, + 0.07853057235479355, + 0.01644030772149563, + 0.5649784207344055, + 0.03315095230937004, + 0.026469364762306213, + 0.05286348611116409, + 0.057335782796144485 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.0067365444265306 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947155877947807 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.005947155877947807, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947155877947807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10706312209367752, + 0.07308247685432434, + 0.09584756195545197, + 0.06850661337375641, + 0.06970348954200745, + 0.18916524946689606, + 0.13341176509857178, + 0.03358324244618416, + 0.07539664208889008, + 0.15423986315727234 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.005947155877947807 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002487067598849535 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.002487067598849535, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002487067598849535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11037936806678772, + 0.0790272131562233, + 0.10605720430612564, + 0.10386421531438828, + 0.0675666406750679, + 0.18705548346042633, + 0.03212957829236984, + 0.03772099316120148, + 0.1845148205757141, + 0.09168446063995361 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.002487067598849535 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up gazes across the intricate eaves of a traditional Chinese building, where dark, rain-soaked wooden beams, their texture deepened by centuries of weather, reveal microscopic cracks. Black rainwater cautiously seeps through these ancient cracks, slowly seeping through the overlapping, dark gray clay tiles, saturated with moisture and covered in a velvety, deep-green moss. The camera then executes a subtle, slow downward tilt, following a single, viscous stream of water, tracing its path across the curved surface of the tiles. At the lowest edge of the tile, the water gathers into a heavy drop that swells and trembles for a moment, its perfectly spherical surface capturing a distorted, miniature reflection of the tranquil, damp stone courtyard below, before it separates and falls. The entire scene is bathed in the soft, diffuse light of a perpetually gray, overcast sky, creating a cool, subdued color palette of earthy browns, slate grays, and damp greens, evoking an atmosphere of profound tranquility and contemplation.", + "seed": 12132, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_14/index_7820_seed_12132_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016346388729289174, + "vlm_logprob": -0.016346388729289174, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.016346388729289174, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05564054846763611 + ], + "opposite_logprob_tokens": [ + -2.930640459060669 + ], + "logprob_reward": -0.05564054846763611, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05564054846763611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16453801095485687, + 0.1038547232747078, + 0.17060108482837677, + 0.08332847058773041, + 0.12805822491645813, + 0.16379788517951965, + 0.05693362280726433, + 0.029427729547023773, + 0.03898371756076813, + 0.060476552695035934 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.05564054846763611 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962323863059282 + ], + "opposite_logprob_tokens": [ + -5.130962371826172 + ], + "logprob_reward": -0.005962323863059282, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962323863059282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08475223183631897, + 0.04133537784218788, + 0.034838780760765076, + 0.040287476032972336, + 0.3847911059856415, + 0.18156981468200684, + 0.07358130812644958, + 0.02779785357415676, + 0.07145584374666214, + 0.059590138494968414 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.005962323863059282 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978246983140707 + ], + "opposite_logprob_tokens": [ + -4.634782314300537 + ], + "logprob_reward": -0.00978246983140707, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978246983140707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11964669823646545, + 0.0522591695189476, + 0.04368973150849342, + 0.0836913213133812, + 0.24711297452449799, + 0.1360134780406952, + 0.08043474704027176, + 0.03408943489193916, + 0.09067783504724503, + 0.11238451302051544 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.00978246983140707 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733465939760208 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733465939760208, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733465939760208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1116742342710495, + 0.0929783508181572, + 0.04030175879597664, + 0.04347578436136246, + 0.19729629158973694, + 0.06767475605010986, + 0.06971068680286407, + 0.04833207651972771, + 0.0782371535897255, + 0.2503189146518707 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.006733465939760208 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036131355445832014 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.0036131355445832014, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036131355445832014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1395355463027954, + 0.05706165358424187, + 0.06403838098049164, + 0.0767630934715271, + 0.15648449957370758, + 0.0904024988412857, + 0.1246289610862732, + 0.09493547677993774, + 0.07949595898389816, + 0.11665386706590652 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.0036131355445832014 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up gazes across the intricate eaves of a traditional Chinese building, where dark, rain-soaked wooden beams, their texture deepened by centuries of weather, reveal microscopic cracks. Black rainwater cautiously seeps through these ancient cracks, slowly seeping through the overlapping, dark gray clay tiles, saturated with moisture and covered in a velvety, deep-green moss. The camera then executes a subtle, slow downward tilt, following a single, viscous stream of water, tracing its path across the curved surface of the tiles. At the lowest edge of the tile, the water gathers into a heavy drop that swells and trembles for a moment, its perfectly spherical surface capturing a distorted, miniature reflection of the tranquil, damp stone courtyard below, before it separates and falls. The entire scene is bathed in the soft, diffuse light of a perpetually gray, overcast sky, creating a cool, subdued color palette of earthy browns, slate grays, and damp greens, evoking an atmosphere of profound tranquility and contemplation.", + "seed": 12133, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_14/index_7820_seed_12133_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.007545160874724388, + "vlm_logprob": -0.007545160874724388, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.007545160874724388, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01778113842010498 + ], + "opposite_logprob_tokens": [ + -4.1427812576293945 + ], + "logprob_reward": -0.01778113842010498, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01778113842010498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10447680950164795, + 0.1147775799036026, + 0.15558086335659027, + 0.0629451796412468, + 0.09869961440563202, + 0.03913569822907448, + 0.1089169979095459, + 0.2245045304298401, + 0.056222379207611084, + 0.03474031761288643 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.01778113842010498 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036353471223264933 + ], + "opposite_logprob_tokens": [ + -5.628635406494141 + ], + "logprob_reward": -0.0036353471223264933, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036353471223264933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10170379281044006, + 0.04466430842876434, + 0.07102396339178085, + 0.07148613780736923, + 0.4064507782459259, + 0.03705408051609993, + 0.05192931741476059, + 0.10925500839948654, + 0.04854469746351242, + 0.05788784474134445 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.0036353471223264933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632025051862001 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632025051862001, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632025051862001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11589384078979492, + 0.08996446430683136, + 0.08027475327253342, + 0.1673758178949356, + 0.1782524287700653, + 0.06114615127444267, + 0.06046297401189804, + 0.1013064906001091, + 0.04664993658661842, + 0.09867311269044876 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.007632025051862001 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736662704497576 + ], + "opposite_logprob_tokens": [ + -5.006736755371094 + ], + "logprob_reward": -0.006736662704497576, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736662704497576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24182960391044617, + 0.05301186814904213, + 0.05862334743142128, + 0.15641199052333832, + 0.11936730891466141, + 0.10137774795293808, + 0.0432002954185009, + 0.07075752317905426, + 0.07526078075170517, + 0.08015958219766617 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.006736662704497576 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle close-up of the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark, rain-soaked wooden beams with visible microscopic cracks and deep-green moss visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single viscous stream of water seep through the cracks and flow across the dark gray clay tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a subtle, slow downward tilt following the water stream to a heavy drop that swells and trembles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light from a gray overcast sky with a color palette of earthy browns, slate grays, and damp greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019406310748308897 + ], + "opposite_logprob_tokens": [ + -6.251940727233887 + ], + "logprob_reward": -0.0019406310748308897, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019406310748308897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14898820221424103, + 0.11840461194515228, + 0.13725663721561432, + 0.04798455163836479, + 0.14887288212776184, + 0.06489693373441696, + 0.09151510894298553, + 0.10309915989637375, + 0.06899559497833252, + 0.06998638063669205 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0019406310748308897 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_15/index_tensor([95, 95])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_15/index_tensor([95, 95])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..621b83f9fdf7bdb8455ae9dc8441dd3b30bf06ef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_15/index_tensor([95, 95])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot begins at a low, ground-level angle, then slowly pulls back and rises slightly, capturing a field of ripe, golden wheat. In the foreground, several heavy ears of wheat are magnified to the utmost, each grain appearing golden and plump, gracefully bent by its own weight, their dry surfaces revealing rich textured details in the light. A gentle breeze sweeps by, and these ears of wheat, leading the endless waves of wheat behind them, begin to sway rhythmically, rising and falling. The entire field resembles a golden ocean, creating layers of gentle, majestic waves that stretch to the horizon where the azure sky meets. The warm, soft evening sun slants across the scene, glaring the entire image with a rich amber hue. The tips of the wheat awns shimmer with dazzling light in the backlight, and fine particles of light seem to float in the air. The scene creates an atmosphere of tranquility, abundance, and vitality, a silent celebration of the bountiful harvest.", + "seed": 21125, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_15/index_95_seed_21125_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02018961898284033, + "vlm_logprob": -0.02018961898284033, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.02018961898284033, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012259134091436863 + ], + "opposite_logprob_tokens": [ + -4.637259006500244 + ], + "logprob_reward": -0.012259134091436863, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012259134091436863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11668273061513901, + 0.06169125810265541, + 0.24522696435451508, + 0.0870407447218895, + 0.04853545501828194, + 0.16948044300079346, + 0.03779586777091026, + 0.12556789815425873, + 0.08096099644899368, + 0.027017660439014435 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.012259134091436863 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026365121826529503 + ], + "opposite_logprob_tokens": [ + -3.651365041732788 + ], + "logprob_reward": -0.026365121826529503, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026365121826529503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07996039092540741, + 0.05612226948142052, + 0.44298750162124634, + 0.13877852261066437, + 0.05604628473520279, + 0.05491162836551666, + 0.06622491776943207, + 0.035179197788238525, + 0.04002571105957031, + 0.029763558879494667 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.026365121826529503 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006392342620529234 + ], + "opposite_logprob_tokens": [ + -7.37563943862915 + ], + "logprob_reward": -0.0006392342620529234, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006392342620529234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10984119027853012, + 0.05561184138059616, + 0.40175604820251465, + 0.06367212533950806, + 0.048025645315647125, + 0.10400235652923584, + 0.04115765914320946, + 0.07784397900104523, + 0.056919652968645096, + 0.041169438511133194 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0006392342620529234 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495113879442215 + ], + "opposite_logprob_tokens": [ + -2.9299511909484863 + ], + "logprob_reward": -0.05495113879442215, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495113879442215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1642790287733078, + 0.031515996903181076, + 0.4093107581138611, + 0.07686616480350494, + 0.04512771591544151, + 0.07073254138231277, + 0.04271622374653816, + 0.09939853847026825, + 0.030646950006484985, + 0.029406072571873665 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.05495113879442215 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733465939760208 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733465939760208, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733465939760208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14523467421531677, + 0.026327047497034073, + 0.23985956609249115, + 0.04729389026761055, + 0.18904641270637512, + 0.12768866121768951, + 0.04389573633670807, + 0.058444391936063766, + 0.053479187190532684, + 0.06873037666082382 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.006733465939760208 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins at a low, ground-level angle, then slowly pulls back and rises slightly, capturing a field of ripe, golden wheat. In the foreground, several heavy ears of wheat are magnified to the utmost, each grain appearing golden and plump, gracefully bent by its own weight, their dry surfaces revealing rich textured details in the light. A gentle breeze sweeps by, and these ears of wheat, leading the endless waves of wheat behind them, begin to sway rhythmically, rising and falling. The entire field resembles a golden ocean, creating layers of gentle, majestic waves that stretch to the horizon where the azure sky meets. The warm, soft evening sun slants across the scene, glaring the entire image with a rich amber hue. The tips of the wheat awns shimmer with dazzling light in the backlight, and fine particles of light seem to float in the air. The scene creates an atmosphere of tranquility, abundance, and vitality, a silent celebration of the bountiful harvest.", + "seed": 21126, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_15/index_95_seed_21126_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.026708590416819788, + "vlm_logprob": -0.026708590416819788, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.026708590416819788, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011281274259090424 + ], + "opposite_logprob_tokens": [ + -4.636281490325928 + ], + "logprob_reward": -0.011281274259090424, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011281274259090424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0797034204006195, + 0.044228073209524155, + 0.06261005252599716, + 0.1859317570924759, + 0.12834660708904266, + 0.02033865638077259, + 0.02340974099934101, + 0.3923773169517517, + 0.041206564754247665, + 0.021847786381840706 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.011281274259090424 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980329655110836 + ], + "opposite_logprob_tokens": [ + -3.5298032760620117 + ], + "logprob_reward": -0.02980329655110836, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980329655110836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16830235719680786, + 0.07403313368558884, + 0.06031213700771332, + 0.15929925441741943, + 0.030728666111826897, + 0.056813888251781464, + 0.09128761291503906, + 0.21829941868782043, + 0.11594114452600479, + 0.024982353672385216 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.02980329655110836 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00023850933939684182 + ], + "opposite_logprob_tokens": [ + -8.375238418579102 + ], + "logprob_reward": -0.00023850933939684182, + "yes_no_margin_reward": 8.375, + "token_credit_reward": -0.00023850933939684182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09411083161830902, + 0.23819950222969055, + 0.13004259765148163, + 0.0870756059885025, + 0.05135391280055046, + 0.019345352426171303, + 0.1295030564069748, + 0.17639002203941345, + 0.03325071185827255, + 0.04072841629385948 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.00023850933939684182 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903063088655472 + ], + "opposite_logprob_tokens": [ + -2.4640307426452637 + ], + "logprob_reward": -0.08903063088655472, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903063088655472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13510318100452423, + 0.07691746205091476, + 0.045016899704933167, + 0.12583522498607635, + 0.03797885403037071, + 0.008249529637396336, + 0.05368930101394653, + 0.4746224284172058, + 0.020833643153309822, + 0.021753476932644844 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.08903063088655472 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189241047948599 + ], + "opposite_logprob_tokens": [ + -5.7531890869140625 + ], + "logprob_reward": -0.003189241047948599, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189241047948599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29293587803840637, + 0.08359567821025848, + 0.02331988885998726, + 0.02384689822793007, + 0.06097104400396347, + 0.11639498174190521, + 0.019509708508849144, + 0.2668127119541168, + 0.08687630295753479, + 0.025736885145306587 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.003189241047948599 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins at a low, ground-level angle, then slowly pulls back and rises slightly, capturing a field of ripe, golden wheat. In the foreground, several heavy ears of wheat are magnified to the utmost, each grain appearing golden and plump, gracefully bent by its own weight, their dry surfaces revealing rich textured details in the light. A gentle breeze sweeps by, and these ears of wheat, leading the endless waves of wheat behind them, begin to sway rhythmically, rising and falling. The entire field resembles a golden ocean, creating layers of gentle, majestic waves that stretch to the horizon where the azure sky meets. The warm, soft evening sun slants across the scene, glaring the entire image with a rich amber hue. The tips of the wheat awns shimmer with dazzling light in the backlight, and fine particles of light seem to float in the air. The scene creates an atmosphere of tranquility, abundance, and vitality, a silent celebration of the bountiful harvest.", + "seed": 21127, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_15/index_95_seed_21127_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03526690867729485, + "vlm_logprob": -0.03526690867729485, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.03526690867729485, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.057349395006895065 + ], + "opposite_logprob_tokens": [ + -2.932349443435669 + ], + "logprob_reward": -0.057349395006895065, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.057349395006895065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17912785708904266, + 0.041834935545921326, + 0.18571415543556213, + 0.021051768213510513, + 0.17130155861377716, + 0.19576314091682434, + 0.05653313174843788, + 0.08694537729024887, + 0.04170557111501694, + 0.0200224407017231 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.057349395006895065 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371354565024376 + ], + "opposite_logprob_tokens": [ + -3.4087135791778564 + ], + "logprob_reward": -0.03371354565024376, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371354565024376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.138198584318161, + 0.03247368335723877, + 0.08112511038780212, + 0.03763560950756073, + 0.08140929788351059, + 0.0722511038184166, + 0.08779078722000122, + 0.3051745891571045, + 0.1330752819776535, + 0.03086601383984089 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.03371354565024376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010470629204064608 + ], + "opposite_logprob_tokens": [ + -6.876047134399414 + ], + "logprob_reward": -0.0010470629204064608, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010470629204064608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11795468628406525, + 0.02532474882900715, + 0.17184273898601532, + 0.02253100275993347, + 0.11919727176427841, + 0.30962780117988586, + 0.09448865801095963, + 0.06978942453861237, + 0.033143073320388794, + 0.03610062599182129 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.0010470629204064608 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897501438856125 + ], + "opposite_logprob_tokens": [ + -2.578974962234497 + ], + "logprob_reward": -0.07897501438856125, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897501438856125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11499087512493134, + 0.018476080149412155, + 0.05143862962722778, + 0.01978491246700287, + 0.42867907881736755, + 0.14781513810157776, + 0.049000196158885956, + 0.10715991258621216, + 0.04559299349784851, + 0.017062190920114517 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.07897501438856125 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249525420367718 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249525420367718, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249525420367718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06191514432430267, + 0.08677270263433456, + 0.09486798197031021, + 0.03866807743906975, + 0.16724394261837006, + 0.051061633974313736, + 0.0587783046066761, + 0.037203844636678696, + 0.25054240226745605, + 0.15294595062732697 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.005249525420367718 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins at a low, ground-level angle, then slowly pulls back and rises slightly, capturing a field of ripe, golden wheat. In the foreground, several heavy ears of wheat are magnified to the utmost, each grain appearing golden and plump, gracefully bent by its own weight, their dry surfaces revealing rich textured details in the light. A gentle breeze sweeps by, and these ears of wheat, leading the endless waves of wheat behind them, begin to sway rhythmically, rising and falling. The entire field resembles a golden ocean, creating layers of gentle, majestic waves that stretch to the horizon where the azure sky meets. The warm, soft evening sun slants across the scene, glaring the entire image with a rich amber hue. The tips of the wheat awns shimmer with dazzling light in the backlight, and fine particles of light seem to float in the air. The scene creates an atmosphere of tranquility, abundance, and vitality, a silent celebration of the bountiful harvest.", + "seed": 21128, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_15/index_95_seed_21128_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.024133113981224596, + "vlm_logprob": -0.024133113981224596, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.024133113981224596, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026072952896356583 + ], + "opposite_logprob_tokens": [ + -3.7760729789733887 + ], + "logprob_reward": -0.026072952896356583, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.026072952896356583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33012276887893677, + 0.05259435251355171, + 0.13957026600837708, + 0.12011202424764633, + 0.06764677166938782, + 0.08886920660734177, + 0.052982307970523834, + 0.02874976396560669, + 0.026944078505039215, + 0.09240836650133133 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.026072952896356583 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029819149523973465 + ], + "opposite_logprob_tokens": [ + -3.5298192501068115 + ], + "logprob_reward": -0.029819149523973465, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029819149523973465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16863317787647247, + 0.19147121906280518, + 0.08393759280443192, + 0.14062412083148956, + 0.05785778537392616, + 0.15510167181491852, + 0.028722288087010384, + 0.030635688453912735, + 0.04929371923208237, + 0.09372279047966003 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.029819149523973465 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011840007500723004 + ], + "opposite_logprob_tokens": [ + -6.751183986663818 + ], + "logprob_reward": -0.0011840007500723004, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011840007500723004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21374575793743134, + 0.10712515562772751, + 0.08830121159553528, + 0.08502419292926788, + 0.0511605441570282, + 0.10827896744012833, + 0.0810365080833435, + 0.10037583112716675, + 0.022085746750235558, + 0.14286606013774872 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.0011840007500723004 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495497211813927 + ], + "opposite_logprob_tokens": [ + -2.929955005645752 + ], + "logprob_reward": -0.05495497211813927, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495497211813927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4405135214328766, + 0.05594920367002487, + 0.031789831817150116, + 0.0510110929608345, + 0.024973638355731964, + 0.03134513273835182, + 0.04790716990828514, + 0.0396660752594471, + 0.022021735087037086, + 0.25482258200645447 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.05495497211813927 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low, ground-level camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back and rise slightly during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are heavy ears of wheat visible in the foreground with rich textured details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ears of wheat sway rhythmically due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft evening sun creating an amber hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634494617581367 + ], + "opposite_logprob_tokens": [ + -4.758634567260742 + ], + "logprob_reward": -0.008634494617581367, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634494617581367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5067093372344971, + 0.04841981083154678, + 0.024837268516421318, + 0.03165934979915619, + 0.0266629159450531, + 0.03190084174275398, + 0.04185469448566437, + 0.057155657559633255, + 0.13754965364933014, + 0.09325043112039566 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.008634494617581367 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_2/index_tensor([1860, 1860])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_2/index_tensor([1860, 1860])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..301853bc38d618699a42a7af5b96eb6207c0e2e0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_2/index_tensor([1860, 1860])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium, eye-level shot initially frames a surreal oil painting of a magnificent floral arrangement, mounted in an ornate, dark wood frame against a dimly lit gallery wall. The painting itself depicts a vibrant bouquet, featuring lush, crimson roses with thick, thick petals, sunny yellow tulips, and deep purple irises, all set in a simple, clear glass vase that artfully refracts light. The texture of the oil painting is palpable, glossy under the spotlight focused from above. Then, the camera begins a slow, seamless advance, steadily approaching the canvas. As the frame tightens on the bouquet, a surreal transformation begins; the painted flowers begin to wilt in a time-lapse fashion. The vibrant crimson of the roses gradually fades to a dull, dusty maroon, the edges of the petals curling inward. The bright yellow of the tulips fades to a pale, sickly ochre, and their once-sturdy stems bend and droop with a palpable heaviness. The petals seem to lose their painterly structure, detaching and realistically sliding along the textured surface of the canvas, leaving faint, oily streaks in their path. The entire scene on the canvas shifts from a vibrant celebration of life to a somber depiction of decay, with the colors becoming muted and earthy as the bouquet collapses into a withered state, creating a poignant and melancholic atmosphere that contrasts sharply with its initial breathtaking beauty.", + "seed": 2114, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_2/index_1860_seed_2114_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05789443589746952, + "vlm_logprob": -0.05789443589746952, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.05789443589746952, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007453016936779022 + ], + "opposite_logprob_tokens": [ + -5.257452964782715 + ], + "logprob_reward": -0.007453016936779022, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.007453016936779022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16666166484355927, + 0.05856695398688316, + 0.12631720304489136, + 0.15181204676628113, + 0.08187483996152878, + 0.1058562844991684, + 0.08703891187906265, + 0.03742062672972679, + 0.10536979883909225, + 0.0790817067027092 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.007453016936779022 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016099337488412857 + ], + "opposite_logprob_tokens": [ + -4.141099452972412 + ], + "logprob_reward": -0.016099337488412857, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016099337488412857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.184500589966774, + 0.08519691973924637, + 0.06596426665782928, + 0.06162075325846672, + 0.18403998017311096, + 0.07238554209470749, + 0.07661879062652588, + 0.060281962156295776, + 0.08124053478240967, + 0.12815064191818237 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.016099337488412857 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052617397159338 + ], + "opposite_logprob_tokens": [ + -5.2552618980407715 + ], + "logprob_reward": -0.0052617397159338, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052617397159338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10079234838485718, + 0.06673058867454529, + 0.06486186385154724, + 0.11527375876903534, + 0.09681480377912521, + 0.152094766497612, + 0.14719600975513458, + 0.05898051708936691, + 0.09511939436197281, + 0.10213599354028702 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.0052617397159338 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034485399723053 + ], + "opposite_logprob_tokens": [ + -1.9103448390960693 + ], + "logprob_reward": -0.16034485399723053, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034485399723053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03728248178958893, + 0.046789467334747314, + 0.037967290729284286, + 0.045985180884599686, + 0.05946691706776619, + 0.0930865928530693, + 0.11332551389932632, + 0.07999998331069946, + 0.3780626356601715, + 0.1080339178442955 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.16034485399723053 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003132313489914 + ], + "opposite_logprob_tokens": [ + -2.350313186645508 + ], + "logprob_reward": -0.1003132313489914, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003132313489914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07384803891181946, + 0.08876146376132965, + 0.06322658807039261, + 0.05691609904170036, + 0.07542415708303452, + 0.1226673349738121, + 0.13644392788410187, + 0.0474151074886322, + 0.219737246632576, + 0.1155601218342781 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.1003132313489914 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, eye-level shot initially frames a surreal oil painting of a magnificent floral arrangement, mounted in an ornate, dark wood frame against a dimly lit gallery wall. The painting itself depicts a vibrant bouquet, featuring lush, crimson roses with thick, thick petals, sunny yellow tulips, and deep purple irises, all set in a simple, clear glass vase that artfully refracts light. The texture of the oil painting is palpable, glossy under the spotlight focused from above. Then, the camera begins a slow, seamless advance, steadily approaching the canvas. As the frame tightens on the bouquet, a surreal transformation begins; the painted flowers begin to wilt in a time-lapse fashion. The vibrant crimson of the roses gradually fades to a dull, dusty maroon, the edges of the petals curling inward. The bright yellow of the tulips fades to a pale, sickly ochre, and their once-sturdy stems bend and droop with a palpable heaviness. The petals seem to lose their painterly structure, detaching and realistically sliding along the textured surface of the canvas, leaving faint, oily streaks in their path. The entire scene on the canvas shifts from a vibrant celebration of life to a somber depiction of decay, with the colors becoming muted and earthy as the bouquet collapses into a withered state, creating a poignant and melancholic atmosphere that contrasts sharply with its initial breathtaking beauty.", + "seed": 2115, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_2/index_1860_seed_2115_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06197910625487566, + "vlm_logprob": -0.06197910625487566, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.06197910625487566, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014268753118813038 + ], + "opposite_logprob_tokens": [ + -4.38926887512207 + ], + "logprob_reward": -0.014268753118813038, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014268753118813038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18943609297275543, + 0.07938380539417267, + 0.06689529865980148, + 0.02661457285284996, + 0.11549694836139679, + 0.20156216621398926, + 0.051025163382291794, + 0.09378931671380997, + 0.1252220720052719, + 0.05057454854249954 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.014268753118813038 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332056686282158 + ], + "opposite_logprob_tokens": [ + -3.7733206748962402 + ], + "logprob_reward": -0.02332056686282158, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332056686282158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2278502881526947, + 0.08764466643333435, + 0.0949614867568016, + 0.0657593309879303, + 0.1127539873123169, + 0.06277233362197876, + 0.06131565198302269, + 0.032491978257894516, + 0.09268028289079666, + 0.1617700606584549 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.02332056686282158 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864844024181366 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.00864844024181366, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864844024181366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10118289291858673, + 0.06506114453077316, + 0.07636073976755142, + 0.03778890147805214, + 0.0422990620136261, + 0.18975697457790375, + 0.09346824884414673, + 0.1294584572315216, + 0.18252919614315033, + 0.08209431916475296 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.00864844024181366 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20158495008945465 + ], + "opposite_logprob_tokens": [ + -1.7015849351882935 + ], + "logprob_reward": -0.20158495008945465, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20158495008945465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07629325985908508, + 0.05119957774877548, + 0.1190713420510292, + 0.02714623138308525, + 0.058738138526678085, + 0.08606389909982681, + 0.08717645704746246, + 0.06187421828508377, + 0.16192679107189178, + 0.2705100178718567 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.20158495008945465 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207282096147537 + ], + "opposite_logprob_tokens": [ + -2.81207275390625 + ], + "logprob_reward": -0.06207282096147537, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207282096147537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08579893410205841, + 0.05619164556264877, + 0.07636509835720062, + 0.027819858863949776, + 0.10226286947727203, + 0.09143176674842834, + 0.05992506444454193, + 0.06668415665626526, + 0.15626470744609833, + 0.2772558629512787 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.06207282096147537 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, eye-level shot initially frames a surreal oil painting of a magnificent floral arrangement, mounted in an ornate, dark wood frame against a dimly lit gallery wall. The painting itself depicts a vibrant bouquet, featuring lush, crimson roses with thick, thick petals, sunny yellow tulips, and deep purple irises, all set in a simple, clear glass vase that artfully refracts light. The texture of the oil painting is palpable, glossy under the spotlight focused from above. Then, the camera begins a slow, seamless advance, steadily approaching the canvas. As the frame tightens on the bouquet, a surreal transformation begins; the painted flowers begin to wilt in a time-lapse fashion. The vibrant crimson of the roses gradually fades to a dull, dusty maroon, the edges of the petals curling inward. The bright yellow of the tulips fades to a pale, sickly ochre, and their once-sturdy stems bend and droop with a palpable heaviness. The petals seem to lose their painterly structure, detaching and realistically sliding along the textured surface of the canvas, leaving faint, oily streaks in their path. The entire scene on the canvas shifts from a vibrant celebration of life to a somber depiction of decay, with the colors becoming muted and earthy as the bouquet collapses into a withered state, creating a poignant and melancholic atmosphere that contrasts sharply with its initial breathtaking beauty.", + "seed": 2116, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_2/index_1860_seed_2116_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04537137383595109, + "vlm_logprob": -0.04537137383595109, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.04537137383595109, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018265731632709503 + ], + "opposite_logprob_tokens": [ + -4.143265724182129 + ], + "logprob_reward": -0.018265731632709503, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018265731632709503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3001348376274109, + 0.023525647819042206, + 0.03467870131134987, + 0.07378837466239929, + 0.10506036132574081, + 0.12563945353031158, + 0.06780955940485, + 0.23423828184604645, + 0.008480255492031574, + 0.02664445899426937 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.018265731632709503 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332243137061596 + ], + "opposite_logprob_tokens": [ + -3.773322343826294 + ], + "logprob_reward": -0.02332243137061596, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332243137061596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21211907267570496, + 0.039192456752061844, + 0.022724520415067673, + 0.035420361906290054, + 0.06043184548616409, + 0.06341468542814255, + 0.09560766816139221, + 0.45312225818634033, + 0.0075370981357991695, + 0.010430018417537212 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.02332243137061596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005958294961601496 + ], + "opposite_logprob_tokens": [ + -5.130958080291748 + ], + "logprob_reward": -0.005958294961601496, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005958294961601496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02285277470946312, + 0.019242435693740845, + 0.016948437318205833, + 0.08888890594244003, + 0.049491409212350845, + 0.05669640377163887, + 0.24410535395145416, + 0.47790202498435974, + 0.006154282949864864, + 0.017717966809868813 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.005958294961601496 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898283749818802 + ], + "opposite_logprob_tokens": [ + -2.5789828300476074 + ], + "logprob_reward": -0.07898283749818802, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898283749818802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14450347423553467, + 0.03638050705194473, + 0.020057745277881622, + 0.03149626776576042, + 0.02592344954609871, + 0.046636682003736496, + 0.07773441076278687, + 0.5641187429428101, + 0.018820859491825104, + 0.034327879548072815 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.07898283749818802 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032757371664047 + ], + "opposite_logprob_tokens": [ + -2.350327491760254 + ], + "logprob_reward": -0.10032757371664047, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032757371664047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1045447587966919, + 0.06609772890806198, + 0.05366012454032898, + 0.05947239696979523, + 0.05370163545012474, + 0.0742558091878891, + 0.5144765973091125, + 0.03206195682287216, + 0.021309170871973038, + 0.02041987143456936 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.10032757371664047 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, eye-level shot initially frames a surreal oil painting of a magnificent floral arrangement, mounted in an ornate, dark wood frame against a dimly lit gallery wall. The painting itself depicts a vibrant bouquet, featuring lush, crimson roses with thick, thick petals, sunny yellow tulips, and deep purple irises, all set in a simple, clear glass vase that artfully refracts light. The texture of the oil painting is palpable, glossy under the spotlight focused from above. Then, the camera begins a slow, seamless advance, steadily approaching the canvas. As the frame tightens on the bouquet, a surreal transformation begins; the painted flowers begin to wilt in a time-lapse fashion. The vibrant crimson of the roses gradually fades to a dull, dusty maroon, the edges of the petals curling inward. The bright yellow of the tulips fades to a pale, sickly ochre, and their once-sturdy stems bend and droop with a palpable heaviness. The petals seem to lose their painterly structure, detaching and realistically sliding along the textured surface of the canvas, leaving faint, oily streaks in their path. The entire scene on the canvas shifts from a vibrant celebration of life to a somber depiction of decay, with the colors becoming muted and earthy as the bouquet collapses into a withered state, creating a poignant and melancholic atmosphere that contrasts sharply with its initial breathtaking beauty.", + "seed": 2117, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_2/index_1860_seed_2117_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.047276309598237275, + "vlm_logprob": -0.047276309598237275, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.047276309598237275, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03061489760875702 + ], + "opposite_logprob_tokens": [ + -3.5306148529052734 + ], + "logprob_reward": -0.03061489760875702, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03061489760875702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1406606137752533, + 0.04740418493747711, + 0.08059291541576385, + 0.05262940376996994, + 0.34082943201065063, + 0.09959335625171661, + 0.03039158321917057, + 0.133317232131958, + 0.031929731369018555, + 0.04265151545405388 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.03061489760875702 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062097690999507904 + ], + "opposite_logprob_tokens": [ + -2.8120977878570557 + ], + "logprob_reward": -0.062097690999507904, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062097690999507904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1659335345029831, + 0.055212799459695816, + 0.06620411574840546, + 0.029949717223644257, + 0.2527178227901459, + 0.1965160071849823, + 0.024329442530870438, + 0.09235034137964249, + 0.03722712770104408, + 0.07955914735794067 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.062097690999507904 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059514218010008335 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.0059514218010008335, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059514218010008335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10514280945062637, + 0.03314586728811264, + 0.12699466943740845, + 0.019505931064486504, + 0.3371877670288086, + 0.10106289386749268, + 0.05918743833899498, + 0.07658584415912628, + 0.07221493870019913, + 0.0689718946814537 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.0059514218010008335 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866193234920502 + ], + "opposite_logprob_tokens": [ + -3.048661947250366 + ], + "logprob_reward": -0.04866193234920502, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866193234920502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04993206262588501, + 0.020030701532959938, + 0.03206640109419823, + 0.030019918456673622, + 0.47233226895332336, + 0.09140758961439133, + 0.04988371953368187, + 0.1615874469280243, + 0.041661038994789124, + 0.05107890069484711 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.04866193234920502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene an eye-level shot of an oil painting of a floral arrangement in a dark wood frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting initially feature vibrant crimson roses, sunny yellow tulips, and deep purple irises in a clear glass vase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, seamless advance steadily approaching the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flowers undergo a time-lapse transformation where they wilt, colors fade to dull earthy tones, and petals slide off the canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the oil painting texture visible and glossy under a spotlight focused from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890556052327156 + ], + "opposite_logprob_tokens": [ + -2.4640555381774902 + ], + "logprob_reward": -0.0890556052327156, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890556052327156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09376803040504456, + 0.039930954575538635, + 0.083785779774189, + 0.06846020370721817, + 0.30193832516670227, + 0.14041069149971008, + 0.029821734875440598, + 0.12567202746868134, + 0.05937749892473221, + 0.05683469772338867 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.0890556052327156 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_3/index_tensor([1684, 1684])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_3/index_tensor([1684, 1684])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..38107ead90918f168203df9b81de44dc843952b4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_3/index_tensor([1684, 1684])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in a hyperrealistic documentary style, the camera moves in a slow, smooth orbit, rotating 360 degrees around an ornate sedan chair as it navigates a rugged mountain path. It's an intricately carved vermilion lacquered wooden sedan, its sides intricately carved with golden dragon and phoenix reliefs. Its roof is covered in bright yellow glazed tiles, and its corners are draped with silk tassels that sway gently as the sedan rolls. Four bearers, dressed in simple dark blue coarse cloth jackets, steadily carry the heavy poles with muscular shoulders. Their weathered faces express concentration, and each step is remarkably steady and powerful, creating a stark contrast to the sedan's rhythmic swaying caused by the uneven road. The afternoon sun penetrated the gaps in the dense and intertwined treetops overhead, forming sharp beams of light, casting ever-shifting and ever-changing dappled light and shadows on the smooth red paint surface of the sedan chair. The light and shadows flowed as the team moved forward, highlighting the texture of the wood and the depth of the carvings, creating an atmosphere of solemnity, primitiveness and dynamic beauty.", + "seed": 23434, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_3/index_1684_seed_23434_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09902016948908568, + "vlm_logprob": -0.09902016948908568, + "vlm_yes_no_margin": 3.024999976158142, + "vlm_token_credit": -0.09902016948908568, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0214909166097641 + ], + "opposite_logprob_tokens": [ + -3.8964908123016357 + ], + "logprob_reward": -0.0214909166097641, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0214909166097641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11475648730993271, + 0.0726163312792778, + 0.07567888498306274, + 0.08552248030900955, + 0.103168785572052, + 0.17125338315963745, + 0.06961788237094879, + 0.09173014760017395, + 0.045018915086984634, + 0.17063677310943604 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.0214909166097641 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543358840048313 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.012543358840048313, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543358840048313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3249768912792206, + 0.06649879366159439, + 0.0577690564095974, + 0.13707533478736877, + 0.04313977435231209, + 0.13869081437587738, + 0.06722535938024521, + 0.03637053817510605, + 0.06165489926934242, + 0.06659863889217377 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.012543358840048313 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586160942912102 + ], + "opposite_logprob_tokens": [ + -3.8955862522125244 + ], + "logprob_reward": -0.020586160942912102, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586160942912102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1940072476863861, + 0.1462257206439972, + 0.07940424233675003, + 0.10383281856775284, + 0.12437978386878967, + 0.04242268577218056, + 0.06634083390235901, + 0.10707101970911026, + 0.08019853383302689, + 0.056117087602615356 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.020586160942912102 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270793378353119 + ], + "opposite_logprob_tokens": [ + -2.1270792484283447 + ], + "logprob_reward": -0.1270793378353119, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270793378353119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2358798235654831, + 0.15151453018188477, + 0.11722671985626221, + 0.07075124233961105, + 0.10586243122816086, + 0.0761391893029213, + 0.024113856256008148, + 0.05591623857617378, + 0.06935450434684753, + 0.09324142336845398 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.1270793378353119 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31340107321739197 + ], + "opposite_logprob_tokens": [ + -1.3134011030197144 + ], + "logprob_reward": -0.31340107321739197, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31340107321739197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22794555127620697, + 0.05893360823392868, + 0.0451345331966877, + 0.10492793470621109, + 0.08029736578464508, + 0.14565078914165497, + 0.054224010556936264, + 0.058260999619960785, + 0.12446454167366028, + 0.10016065090894699 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.31340107321739197 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in a hyperrealistic documentary style, the camera moves in a slow, smooth orbit, rotating 360 degrees around an ornate sedan chair as it navigates a rugged mountain path. It's an intricately carved vermilion lacquered wooden sedan, its sides intricately carved with golden dragon and phoenix reliefs. Its roof is covered in bright yellow glazed tiles, and its corners are draped with silk tassels that sway gently as the sedan rolls. Four bearers, dressed in simple dark blue coarse cloth jackets, steadily carry the heavy poles with muscular shoulders. Their weathered faces express concentration, and each step is remarkably steady and powerful, creating a stark contrast to the sedan's rhythmic swaying caused by the uneven road. The afternoon sun penetrated the gaps in the dense and intertwined treetops overhead, forming sharp beams of light, casting ever-shifting and ever-changing dappled light and shadows on the smooth red paint surface of the sedan chair. The light and shadows flowed as the team moved forward, highlighting the texture of the wood and the depth of the carvings, creating an atmosphere of solemnity, primitiveness and dynamic beauty.", + "seed": 23435, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_3/index_1684_seed_23435_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10593623016029596, + "vlm_logprob": -0.10593623016029596, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.10593623016029596, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01511407271027565 + ], + "opposite_logprob_tokens": [ + -4.2651143074035645 + ], + "logprob_reward": -0.01511407271027565, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01511407271027565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031396765261888504, + 0.02173195220530033, + 0.008700575679540634, + 0.023304948583245277, + 0.013900866732001305, + 0.7046839594841003, + 0.08393269777297974, + 0.044306881725788116, + 0.038818422704935074, + 0.029222939163446426 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.01511407271027565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020588846877217293 + ], + "opposite_logprob_tokens": [ + -3.8955888748168945 + ], + "logprob_reward": -0.020588846877217293, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020588846877217293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019705938175320625, + 0.3585469722747803, + 0.0516129806637764, + 0.03515084087848663, + 0.04467211291193962, + 0.3006207048892975, + 0.04620641842484474, + 0.10390692204236984, + 0.024847906082868576, + 0.014729267917573452 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.020588846877217293 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076628230512142 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.011076628230512142, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076628230512142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.016216086223721504, + 0.5937190055847168, + 0.04290034621953964, + 0.018666230142116547, + 0.026452168822288513, + 0.22587603330612183, + 0.02528877556324005, + 0.01653446815907955, + 0.013372118584811687, + 0.020974693819880486 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.011076628230512142 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813580632209778 + ], + "opposite_logprob_tokens": [ + -1.406358003616333 + ], + "logprob_reward": -0.2813580632209778, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813580632209778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08353012800216675, + 0.25168395042419434, + 0.10283780097961426, + 0.04531339555978775, + 0.023446161299943924, + 0.36844995617866516, + 0.05104576051235199, + 0.0281422957777977, + 0.022514574229717255, + 0.02303599938750267 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.2813580632209778 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154353976249695 + ], + "opposite_logprob_tokens": [ + -1.7015435695648193 + ], + "logprob_reward": -0.20154353976249695, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154353976249695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021939491853117943, + 0.298085480928421, + 0.0876205638051033, + 0.03426048904657364, + 0.030329721048474312, + 0.32513266801834106, + 0.1162339597940445, + 0.019131621345877647, + 0.02695969119668007, + 0.04030627757310867 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.20154353976249695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in a hyperrealistic documentary style, the camera moves in a slow, smooth orbit, rotating 360 degrees around an ornate sedan chair as it navigates a rugged mountain path. It's an intricately carved vermilion lacquered wooden sedan, its sides intricately carved with golden dragon and phoenix reliefs. Its roof is covered in bright yellow glazed tiles, and its corners are draped with silk tassels that sway gently as the sedan rolls. Four bearers, dressed in simple dark blue coarse cloth jackets, steadily carry the heavy poles with muscular shoulders. Their weathered faces express concentration, and each step is remarkably steady and powerful, creating a stark contrast to the sedan's rhythmic swaying caused by the uneven road. The afternoon sun penetrated the gaps in the dense and intertwined treetops overhead, forming sharp beams of light, casting ever-shifting and ever-changing dappled light and shadows on the smooth red paint surface of the sedan chair. The light and shadows flowed as the team moved forward, highlighting the texture of the wood and the depth of the carvings, creating an atmosphere of solemnity, primitiveness and dynamic beauty.", + "seed": 23436, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_3/index_1684_seed_23436_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08377785086631775, + "vlm_logprob": -0.08377785086631775, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.08377785086631775, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021624499931931496 + ], + "opposite_logprob_tokens": [ + -3.8966245651245117 + ], + "logprob_reward": -0.021624499931931496, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021624499931931496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10537417232990265, + 0.06593506783246994, + 0.04791723191738129, + 0.04275698587298393, + 0.14084658026695251, + 0.13159707188606262, + 0.06710252910852432, + 0.06268966943025589, + 0.28408536314964294, + 0.05169534310698509 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.021624499931931496 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203997328877449 + ], + "opposite_logprob_tokens": [ + -4.264204025268555 + ], + "logprob_reward": -0.014203997328877449, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203997328877449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11540066450834274, + 0.2680984437465668, + 0.03748836740851402, + 0.0927969217300415, + 0.07125364989042282, + 0.2556231915950775, + 0.031185021623969078, + 0.060285408049821854, + 0.041466981172561646, + 0.026401305571198463 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.014203997328877449 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292500525712967 + ], + "opposite_logprob_tokens": [ + -3.7732925415039062 + ], + "logprob_reward": -0.023292500525712967, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292500525712967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11122385412454605, + 0.3413390815258026, + 0.05302842706441879, + 0.08913841098546982, + 0.07194928824901581, + 0.12315477430820465, + 0.024982450529932976, + 0.01661604270339012, + 0.151033416390419, + 0.01753423735499382 + ], + "top_frames": [ + 1, + 8, + 5 + ], + "selected_reward": -0.023292500525712967 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990808188915253 + ], + "opposite_logprob_tokens": [ + -1.804908037185669 + ], + "logprob_reward": -0.17990808188915253, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990808188915253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2071804255247116, + 0.05439877510070801, + 0.0378984659910202, + 0.04222257435321808, + 0.38986119627952576, + 0.07836291939020157, + 0.046238962560892105, + 0.03070632554590702, + 0.07905176281929016, + 0.03407856076955795 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.17990808188915253 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798601746559143 + ], + "opposite_logprob_tokens": [ + -1.8048601150512695 + ], + "logprob_reward": -0.1798601746559143, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798601746559143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09171891212463379, + 0.34088775515556335, + 0.0398084931075573, + 0.05427217856049538, + 0.07699897885322571, + 0.11210738122463226, + 0.08529750257730484, + 0.028651421889662743, + 0.14985774457454681, + 0.02039959654211998 + ], + "top_frames": [ + 1, + 8, + 5 + ], + "selected_reward": -0.1798601746559143 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in a hyperrealistic documentary style, the camera moves in a slow, smooth orbit, rotating 360 degrees around an ornate sedan chair as it navigates a rugged mountain path. It's an intricately carved vermilion lacquered wooden sedan, its sides intricately carved with golden dragon and phoenix reliefs. Its roof is covered in bright yellow glazed tiles, and its corners are draped with silk tassels that sway gently as the sedan rolls. Four bearers, dressed in simple dark blue coarse cloth jackets, steadily carry the heavy poles with muscular shoulders. Their weathered faces express concentration, and each step is remarkably steady and powerful, creating a stark contrast to the sedan's rhythmic swaying caused by the uneven road. The afternoon sun penetrated the gaps in the dense and intertwined treetops overhead, forming sharp beams of light, casting ever-shifting and ever-changing dappled light and shadows on the smooth red paint surface of the sedan chair. The light and shadows flowed as the team moved forward, highlighting the texture of the wood and the depth of the carvings, creating an atmosphere of solemnity, primitiveness and dynamic beauty.", + "seed": 23437, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_3/index_1684_seed_23437_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06357108801603317, + "vlm_logprob": -0.06357108801603317, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.06357108801603317, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022087879478931427 + ], + "opposite_logprob_tokens": [ + -3.897087812423706 + ], + "logprob_reward": -0.022087879478931427, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022087879478931427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0690452829003334, + 0.024047518149018288, + 0.01568978652358055, + 0.02667512558400631, + 0.014720339328050613, + 0.015253480523824692, + 0.07604524493217468, + 0.09413322061300278, + 0.5895465016365051, + 0.07484345883131027 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.022087879478931427 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077518463134766 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077518463134766, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077518463134766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06838952749967575, + 0.05419470742344856, + 0.1881207972764969, + 0.04497741162776947, + 0.14000913500785828, + 0.11711588501930237, + 0.08771521598100662, + 0.04534794017672539, + 0.18996800482273102, + 0.06416144222021103 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.016077518463134766 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080518364906311 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080518364906311, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080518364906311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07465904951095581, + 0.06926853209733963, + 0.0656561329960823, + 0.08212205767631531, + 0.04741066321730614, + 0.09130863845348358, + 0.14070451259613037, + 0.07323598116636276, + 0.24588191509246826, + 0.10975252836942673 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.011080518364906311 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043070822954177856 + ], + "opposite_logprob_tokens": [ + -3.1680707931518555 + ], + "logprob_reward": -0.043070822954177856, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043070822954177856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2266395092010498, + 0.06983333826065063, + 0.04523710533976555, + 0.04955693706870079, + 0.055551715195178986, + 0.038788944482803345, + 0.082099050283432, + 0.07282282412052155, + 0.28953972458839417, + 0.06993083655834198 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.043070822954177856 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ornate sedan chair with vermilion lacquered wood and golden dragon and phoenix carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sedan chair's roof covered in bright yellow glazed tiles with silk tassels at the corners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four bearers wearing dark blue coarse cloth jackets carrying the sedan chair on a rugged mountain path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature afternoon sunlight filtering through dense treetops to create dappled light and shadows on the sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, smooth orbit rotating 360 degrees around the sedan chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255387008190155 + ], + "opposite_logprob_tokens": [ + -1.600538730621338 + ], + "logprob_reward": -0.2255387008190155, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255387008190155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05906421318650246, + 0.0781169980764389, + 0.0530766136944294, + 0.08140002191066742, + 0.03822759911417961, + 0.09904053807258606, + 0.1716584861278534, + 0.0775793194770813, + 0.2773398160934448, + 0.0644964948296547 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.2255387008190155 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_4/index_tensor([3213, 3213])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_4/index_tensor([3213, 3213])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..72cdc77b4c134e564ec52e40f714221aa5023c64 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_4/index_tensor([3213, 3213])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "As the camera begins a slow, dramatic push-in, a medium shot from a slightly high angle unfolds across a realistic globe suspended in a desolate black void. The globe's surface features a semi-gloss finish, with deep sapphire oceans and continents detailed in realistic topographic hues of forest green, sandy yellow, and earthy brown, accented with delicate latitude and vertical lines. A single spotlight shining from above casts a bright highlight on the northern hemisphere, creating sharp shadows that emphasize its perfectly spherical shape. The transformation subtly begins as the solid textures of the continents begin to shimmer and lose their contours, liquefying as if made of hot wax. Distinctive land masses melt, their vibrant colors melting and flowing into the ocean in viscous, shimmering streams. As the camera steadily approaches, the scene focuses on a mesmerizing chaos: greens, browns, and yellows blend into deep blue, forming vibrant, swirling pools of mixed colors that create a hypnotic marble pattern across the globe's surface, transforming the familiar map into a fluid, abstract painting of beautiful decay.", + "seed": 1310, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_4/index_3213_seed_1310_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04660924756899476, + "vlm_logprob": -0.04660924756899476, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.04660924756899476, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10108662396669388 + ], + "opposite_logprob_tokens": [ + -2.3510866165161133 + ], + "logprob_reward": -0.10108662396669388, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10108662396669388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09123244881629944, + 0.09488485753536224, + 0.02544986456632614, + 0.0515342652797699, + 0.05994676798582077, + 0.02697858400642872, + 0.24003538489341736, + 0.05045086145401001, + 0.10061760246753693, + 0.2588694393634796 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.10108662396669388 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01822569966316223 + ], + "opposite_logprob_tokens": [ + -4.01822566986084 + ], + "logprob_reward": -0.01822569966316223, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01822569966316223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09048553556203842, + 0.10482963919639587, + 0.04322689026594162, + 0.07136975973844528, + 0.05474714934825897, + 0.05770929530262947, + 0.36763685941696167, + 0.04963203892111778, + 0.08432482928037643, + 0.0760379284620285 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.01822569966316223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009799232706427574 + ], + "opposite_logprob_tokens": [ + -4.634799003601074 + ], + "logprob_reward": -0.009799232706427574, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009799232706427574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11938610672950745, + 0.11131462454795837, + 0.019629359245300293, + 0.16469475626945496, + 0.03338208049535751, + 0.09038114547729492, + 0.3030672073364258, + 0.048720378428697586, + 0.04869263619184494, + 0.060731686651706696 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.009799232706427574 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003132313489914 + ], + "opposite_logprob_tokens": [ + -2.350313186645508 + ], + "logprob_reward": -0.1003132313489914, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003132313489914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24312350153923035, + 0.13289007544517517, + 0.11218365281820297, + 0.04777540639042854, + 0.021750491112470627, + 0.08261874318122864, + 0.13077415525913239, + 0.012412536889314651, + 0.07091408222913742, + 0.14555738866329193 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.1003132313489914 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036214501596987247 + ], + "opposite_logprob_tokens": [ + -5.628621578216553 + ], + "logprob_reward": -0.0036214501596987247, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036214501596987247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057765595614910126, + 0.041109830141067505, + 0.017589177936315536, + 0.06445922702550888, + 0.03344845026731491, + 0.0706927552819252, + 0.3126771152019501, + 0.036646004766225815, + 0.11965175718069077, + 0.24596014618873596 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.0036214501596987247 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "As the camera begins a slow, dramatic push-in, a medium shot from a slightly high angle unfolds across a realistic globe suspended in a desolate black void. The globe's surface features a semi-gloss finish, with deep sapphire oceans and continents detailed in realistic topographic hues of forest green, sandy yellow, and earthy brown, accented with delicate latitude and vertical lines. A single spotlight shining from above casts a bright highlight on the northern hemisphere, creating sharp shadows that emphasize its perfectly spherical shape. The transformation subtly begins as the solid textures of the continents begin to shimmer and lose their contours, liquefying as if made of hot wax. Distinctive land masses melt, their vibrant colors melting and flowing into the ocean in viscous, shimmering streams. As the camera steadily approaches, the scene focuses on a mesmerizing chaos: greens, browns, and yellows blend into deep blue, forming vibrant, swirling pools of mixed colors that create a hypnotic marble pattern across the globe's surface, transforming the familiar map into a fluid, abstract painting of beautiful decay.", + "seed": 1311, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_4/index_3213_seed_1311_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1144879912957549, + "vlm_logprob": -0.1144879912957549, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.1144879912957549, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34970977902412415 + ], + "opposite_logprob_tokens": [ + -1.2247097492218018 + ], + "logprob_reward": -0.34970977902412415, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34970977902412415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33065393567085266, + 0.10366878658533096, + 0.09407491981983185, + 0.05474231764674187, + 0.07586631178855896, + 0.07290181517601013, + 0.03859999030828476, + 0.1399579644203186, + 0.04807812720537186, + 0.041455820202827454 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.34970977902412415 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038167987018823624 + ], + "opposite_logprob_tokens": [ + -3.288167953491211 + ], + "logprob_reward": -0.038167987018823624, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038167987018823624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25069892406463623, + 0.30440571904182434, + 0.16828033328056335, + 0.020864300429821014, + 0.03436877951025963, + 0.0537998341023922, + 0.03191092237830162, + 0.050641920417547226, + 0.0435926727950573, + 0.04143662750720978 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.038167987018823624 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821516454219818 + ], + "opposite_logprob_tokens": [ + -4.018215179443359 + ], + "logprob_reward": -0.01821516454219818, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821516454219818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16719448566436768, + 0.10776378959417343, + 0.14281760156154633, + 0.11266206204891205, + 0.04264437034726143, + 0.0837528184056282, + 0.04665662720799446, + 0.06875583529472351, + 0.1671154499053955, + 0.06063702702522278 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.01821516454219818 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039003431797028 + ], + "opposite_logprob_tokens": [ + -1.910390019416809 + ], + "logprob_reward": -0.16039003431797028, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039003431797028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13183052837848663, + 0.23990054428577423, + 0.13580851256847382, + 0.050578970462083817, + 0.1719893366098404, + 0.07065532356500626, + 0.05521034821867943, + 0.056078772991895676, + 0.05166759341955185, + 0.03628011792898178 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.16039003431797028 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956991575658321 + ], + "opposite_logprob_tokens": [ + -5.130957126617432 + ], + "logprob_reward": -0.005956991575658321, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956991575658321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1238279715180397, + 0.07518190145492554, + 0.13888423144817352, + 0.08342836797237396, + 0.15332873165607452, + 0.17628148198127747, + 0.05446433275938034, + 0.04152312129735947, + 0.0855574905872345, + 0.06752230226993561 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.005956991575658321 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "As the camera begins a slow, dramatic push-in, a medium shot from a slightly high angle unfolds across a realistic globe suspended in a desolate black void. The globe's surface features a semi-gloss finish, with deep sapphire oceans and continents detailed in realistic topographic hues of forest green, sandy yellow, and earthy brown, accented with delicate latitude and vertical lines. A single spotlight shining from above casts a bright highlight on the northern hemisphere, creating sharp shadows that emphasize its perfectly spherical shape. The transformation subtly begins as the solid textures of the continents begin to shimmer and lose their contours, liquefying as if made of hot wax. Distinctive land masses melt, their vibrant colors melting and flowing into the ocean in viscous, shimmering streams. As the camera steadily approaches, the scene focuses on a mesmerizing chaos: greens, browns, and yellows blend into deep blue, forming vibrant, swirling pools of mixed colors that create a hypnotic marble pattern across the globe's surface, transforming the familiar map into a fluid, abstract painting of beautiful decay.", + "seed": 1312, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_4/index_3213_seed_1312_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2851614853367209, + "vlm_logprob": -0.2851614853367209, + "vlm_yes_no_margin": 2.500000011920929, + "vlm_token_credit": -0.2851614853367209, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0552728176116943 + ], + "opposite_logprob_tokens": [ + -0.4302728772163391 + ], + "logprob_reward": -1.0552728176116943, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0552728176116943, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2215433567762375, + 0.0670877993106842, + 0.0262003056704998, + 0.04940406605601311, + 0.0885314792394638, + 0.024999011307954788, + 0.28893840312957764, + 0.07842198014259338, + 0.08718445152044296, + 0.06768911331892014 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -1.0552728176116943 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02985362894833088 + ], + "opposite_logprob_tokens": [ + -3.529853582382202 + ], + "logprob_reward": -0.02985362894833088, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02985362894833088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07590000331401825, + 0.03288577124476433, + 0.024331696331501007, + 0.026384588330984116, + 0.06992582976818085, + 0.0484653003513813, + 0.38171330094337463, + 0.05496204271912575, + 0.21150662004947662, + 0.07392488420009613 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.02985362894833088 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609499752521515 + ], + "opposite_logprob_tokens": [ + -4.141095161437988 + ], + "logprob_reward": -0.01609499752521515, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609499752521515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18526293337345123, + 0.03939250111579895, + 0.024758221581578255, + 0.066005177795887, + 0.18131692707538605, + 0.060598790645599365, + 0.13424600660800934, + 0.11205235868692398, + 0.09894082695245743, + 0.09742622822523117 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.01609499752521515 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31349414587020874 + ], + "opposite_logprob_tokens": [ + -1.3134942054748535 + ], + "logprob_reward": -0.31349414587020874, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31349414587020874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13045018911361694, + 0.04901845380663872, + 0.04003201052546501, + 0.06035372242331505, + 0.22280476987361908, + 0.05292807146906853, + 0.18654145300388336, + 0.09207816421985626, + 0.07742852717638016, + 0.0883646160364151 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.31349414587020874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091836728155613 + ], + "opposite_logprob_tokens": [ + -4.511091709136963 + ], + "logprob_reward": -0.011091836728155613, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091836728155613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08388207852840424, + 0.06011533737182617, + 0.037184473127126694, + 0.06290256232023239, + 0.05293489620089531, + 0.05934424698352814, + 0.3908047080039978, + 0.03849540278315544, + 0.16818197071552277, + 0.046154316514730453 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.011091836728155613 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "As the camera begins a slow, dramatic push-in, a medium shot from a slightly high angle unfolds across a realistic globe suspended in a desolate black void. The globe's surface features a semi-gloss finish, with deep sapphire oceans and continents detailed in realistic topographic hues of forest green, sandy yellow, and earthy brown, accented with delicate latitude and vertical lines. A single spotlight shining from above casts a bright highlight on the northern hemisphere, creating sharp shadows that emphasize its perfectly spherical shape. The transformation subtly begins as the solid textures of the continents begin to shimmer and lose their contours, liquefying as if made of hot wax. Distinctive land masses melt, their vibrant colors melting and flowing into the ocean in viscous, shimmering streams. As the camera steadily approaches, the scene focuses on a mesmerizing chaos: greens, browns, and yellows blend into deep blue, forming vibrant, swirling pools of mixed colors that create a hypnotic marble pattern across the globe's surface, transforming the familiar map into a fluid, abstract painting of beautiful decay.", + "seed": 1313, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_4/index_3213_seed_1313_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1831325684674084, + "vlm_logprob": -0.1831325684674084, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.1831325684674084, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6957606673240662 + ], + "opposite_logprob_tokens": [ + -0.6957606673240662 + ], + "logprob_reward": -0.6957606673240662, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6957606673240662, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.9439775347709656, + 0.0024033135268837214, + 0.004285308066755533, + 0.007354238536208868, + 0.009960455819964409, + 0.008708792738616467, + 0.003470456460490823, + 0.0027571336831897497, + 0.012037926353514194, + 0.005044845398515463 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.6957606673240662 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026394611224532127 + ], + "opposite_logprob_tokens": [ + -3.6513946056365967 + ], + "logprob_reward": -0.026394611224532127, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026394611224532127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.921918511390686, + 0.01211236696690321, + 0.02364860288798809, + 0.0034991451539099216, + 0.005109245888888836, + 0.0011981771094724536, + 0.007894445210695267, + 0.002145281294360757, + 0.015203096903860569, + 0.007271082140505314 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.026394611224532127 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007646339945495129 + ], + "opposite_logprob_tokens": [ + -4.882646560668945 + ], + "logprob_reward": -0.007646339945495129, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007646339945495129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.791217565536499, + 0.012971640564501286, + 0.07407907396554947, + 0.007273535709828138, + 0.02959580533206463, + 0.014754174277186394, + 0.01838606782257557, + 0.01726701855659485, + 0.01761985942721367, + 0.016835274174809456 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.007646339945495129 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990589141845703 + ], + "opposite_logprob_tokens": [ + -1.804905891418457 + ], + "logprob_reward": -0.17990589141845703, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990589141845703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.9328098297119141, + 0.008879362605512142, + 0.01658342406153679, + 0.004792353138327599, + 0.014312706887722015, + 0.002720808843150735, + 0.00701952027156949, + 0.00642614159733057, + 0.002908504568040371, + 0.003547445870935917 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.17990589141845703 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a medium shot of a realistic globe suspended in a desolate black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a slow push-in from a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the globe's surface semi-gloss with deep sapphire oceans and continents in forest green, sandy yellow, and earthy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single spotlight from above cast a bright highlight on the northern hemisphere with sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the continents melt and flow into the ocean, forming vibrant, swirling pools of mixed colors that create a marble pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005955332424491644 + ], + "opposite_logprob_tokens": [ + -5.130955219268799 + ], + "logprob_reward": -0.005955332424491644, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005955332424491644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5681599378585815, + 0.021386178210377693, + 0.05323466658592224, + 0.01143767312169075, + 0.05440555512905121, + 0.20997844636440277, + 0.022766731679439545, + 0.01951639913022518, + 0.021159105002880096, + 0.017955273389816284 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.005955332424491644 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_5/index_tensor([3810, 3810])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_5/index_tensor([3810, 3810])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..00b78bc2caab24e70c63028815c2354d1fbb7b8b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_5/index_tensor([3810, 3810])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An incredibly slow, steady, and deliberate upward tilt begins with a close-up shot of the hem of a red silk cheongsam, suspended against a dark, blurred background. A soft, focused sidelight casts a precise shadow on the cheongsam, highlighting the silk's smooth, watery texture and deep, vibrant red hue. As the camera steadily moves upward, it sweeps across the cheongsam's elegant side slits before focusing on a vast expanse of silk, where subtle shifts of light and shadow flow with the camera's movement. Then, an exquisitely detailed and lifelike golden phoenix embroidery gradually comes into view. The camera follows the phoenix's magnificent tail feathers as they ascend, each feather embroidered in shimmering metallic gold thread clearly visible, the fine, three-dimensional stitching appearing to stand out from the silk surface like a relief. As the camera continues to pan upward, fully revealing the phoenix's outstretched wings and raised head, its piercing eyes and gorgeous crown feathers appear with stunning realism in ultra-high-definition details. The golden thread reflects a glittering glow in the light, forming a gorgeous contrast with the warm luster of the red silk. The entire picture is full of oriental classical mystery and luxury, creating a tranquil atmosphere of focused gaze on top craftsmanship and artistic admiration.", + "seed": 11625, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_5/index_3810_seed_11625_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025148879014886917, + "vlm_logprob": -0.025148879014886917, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.025148879014886917, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024217616766691208 + ], + "opposite_logprob_tokens": [ + -3.7742176055908203 + ], + "logprob_reward": -0.024217616766691208, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024217616766691208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22907580435276031, + 0.20270326733589172, + 0.1407010853290558, + 0.07503371685743332, + 0.09953537583351135, + 0.03708822652697563, + 0.03601592034101486, + 0.07866007834672928, + 0.04578486829996109, + 0.055401694029569626 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.024217616766691208 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008664277382194996 + ], + "opposite_logprob_tokens": [ + -4.758664131164551 + ], + "logprob_reward": -0.008664277382194996, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008664277382194996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16360507905483246, + 0.10200633108615875, + 0.186541348695755, + 0.10430526733398438, + 0.07886175811290741, + 0.06326954811811447, + 0.02980709634721279, + 0.05652451142668724, + 0.04673679545521736, + 0.16834227740764618 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.008664277382194996 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013444918440654874 + ], + "opposite_logprob_tokens": [ + -6.626344680786133 + ], + "logprob_reward": -0.0013444918440654874, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013444918440654874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12098338454961777, + 0.10144857317209244, + 0.21361342072486877, + 0.12152606248855591, + 0.05280810222029686, + 0.12173590809106827, + 0.05152444541454315, + 0.051503363996744156, + 0.03387098386883736, + 0.13098576664924622 + ], + "top_frames": [ + 2, + 9, + 5 + ], + "selected_reward": -0.0013444918440654874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549715116620064 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012549715116620064, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549715116620064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09123833477497101, + 0.0951337069272995, + 0.2032477855682373, + 0.10533049702644348, + 0.07426979392766953, + 0.028214266523718834, + 0.1103992611169815, + 0.12854529917240143, + 0.06499627977609634, + 0.09862475842237473 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.012549715116620064 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896829396486282 + ], + "opposite_logprob_tokens": [ + -2.5789682865142822 + ], + "logprob_reward": -0.07896829396486282, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896829396486282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3439982533454895, + 0.150320366024971, + 0.12441128492355347, + 0.05670872703194618, + 0.05634487420320511, + 0.020858244970440865, + 0.0260790903121233, + 0.03382103890180588, + 0.01883040741086006, + 0.16862773895263672 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.07896829396486282 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An incredibly slow, steady, and deliberate upward tilt begins with a close-up shot of the hem of a red silk cheongsam, suspended against a dark, blurred background. A soft, focused sidelight casts a precise shadow on the cheongsam, highlighting the silk's smooth, watery texture and deep, vibrant red hue. As the camera steadily moves upward, it sweeps across the cheongsam's elegant side slits before focusing on a vast expanse of silk, where subtle shifts of light and shadow flow with the camera's movement. Then, an exquisitely detailed and lifelike golden phoenix embroidery gradually comes into view. The camera follows the phoenix's magnificent tail feathers as they ascend, each feather embroidered in shimmering metallic gold thread clearly visible, the fine, three-dimensional stitching appearing to stand out from the silk surface like a relief. As the camera continues to pan upward, fully revealing the phoenix's outstretched wings and raised head, its piercing eyes and gorgeous crown feathers appear with stunning realism in ultra-high-definition details. The golden thread reflects a glittering glow in the light, forming a gorgeous contrast with the warm luster of the red silk. The entire picture is full of oriental classical mystery and luxury, creating a tranquil atmosphere of focused gaze on top craftsmanship and artistic admiration.", + "seed": 11626, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_5/index_3810_seed_11626_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04764509138185531, + "vlm_logprob": -0.04764509138185531, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.04764509138185531, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02785935066640377 + ], + "opposite_logprob_tokens": [ + -3.6528594493865967 + ], + "logprob_reward": -0.02785935066640377, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02785935066640377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08420483767986298, + 0.09236328303813934, + 0.012928894720971584, + 0.015666350722312927, + 0.7330914735794067, + 0.01732383668422699, + 0.013742814771831036, + 0.01041676476597786, + 0.0115500558167696, + 0.008711700327694416 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.02785935066640377 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018214812502264977 + ], + "opposite_logprob_tokens": [ + -4.018214702606201 + ], + "logprob_reward": -0.018214812502264977, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018214812502264977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5043588280677795, + 0.11601343750953674, + 0.030260611325502396, + 0.020042916759848595, + 0.18294358253479004, + 0.02791564166545868, + 0.0325569249689579, + 0.050612207502126694, + 0.014480983838438988, + 0.020814869552850723 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.018214812502264977 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011882871622219682 + ], + "opposite_logprob_tokens": [ + -6.751188278198242 + ], + "logprob_reward": -0.0011882871622219682, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011882871622219682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22147944569587708, + 0.023749394342303276, + 0.020925994962453842, + 0.006440160796046257, + 0.5857049822807312, + 0.031041506677865982, + 0.03483192250132561, + 0.04217170923948288, + 0.009194158017635345, + 0.024460693821310997 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0011882871622219682 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107992883771658 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.01107992883771658, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107992883771658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1460845172405243, + 0.01825215108692646, + 0.018281634896993637, + 0.004625686444342136, + 0.7492783665657043, + 0.006327685434371233, + 0.015124501660466194, + 0.016005195677280426, + 0.004697800613939762, + 0.021322550252079964 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.01107992883771658 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988307774066925 + ], + "opposite_logprob_tokens": [ + -1.8048831224441528 + ], + "logprob_reward": -0.17988307774066925, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988307774066925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2350187450647354, + 0.017191190272569656, + 0.021231289952993393, + 0.016630839556455612, + 0.6379721164703369, + 0.014944110065698624, + 0.015712767839431763, + 0.021326368674635887, + 0.0069702016189694405, + 0.013002334162592888 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.17988307774066925 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An incredibly slow, steady, and deliberate upward tilt begins with a close-up shot of the hem of a red silk cheongsam, suspended against a dark, blurred background. A soft, focused sidelight casts a precise shadow on the cheongsam, highlighting the silk's smooth, watery texture and deep, vibrant red hue. As the camera steadily moves upward, it sweeps across the cheongsam's elegant side slits before focusing on a vast expanse of silk, where subtle shifts of light and shadow flow with the camera's movement. Then, an exquisitely detailed and lifelike golden phoenix embroidery gradually comes into view. The camera follows the phoenix's magnificent tail feathers as they ascend, each feather embroidered in shimmering metallic gold thread clearly visible, the fine, three-dimensional stitching appearing to stand out from the silk surface like a relief. As the camera continues to pan upward, fully revealing the phoenix's outstretched wings and raised head, its piercing eyes and gorgeous crown feathers appear with stunning realism in ultra-high-definition details. The golden thread reflects a glittering glow in the light, forming a gorgeous contrast with the warm luster of the red silk. The entire picture is full of oriental classical mystery and luxury, creating a tranquil atmosphere of focused gaze on top craftsmanship and artistic admiration.", + "seed": 11627, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_5/index_3810_seed_11627_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03800621218979359, + "vlm_logprob": -0.03800621218979359, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.03800621218979359, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03462078422307968 + ], + "opposite_logprob_tokens": [ + -3.409620761871338 + ], + "logprob_reward": -0.03462078422307968, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03462078422307968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09897197782993317, + 0.07283852249383926, + 0.09434397518634796, + 0.059891730546951294, + 0.13127541542053223, + 0.29818978905677795, + 0.06247759982943535, + 0.09839025884866714, + 0.04071749746799469, + 0.042903218418359756 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.03462078422307968 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009799704886972904 + ], + "opposite_logprob_tokens": [ + -4.634799480438232 + ], + "logprob_reward": -0.009799704886972904, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009799704886972904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06096101552248001, + 0.09624200314283371, + 0.056080691516399384, + 0.051813170313835144, + 0.11362951248884201, + 0.353145033121109, + 0.02053001895546913, + 0.15759281814098358, + 0.0409940667450428, + 0.04901159927248955 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.009799704886972904 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002496580593287945 + ], + "opposite_logprob_tokens": [ + -6.002496719360352 + ], + "logprob_reward": -0.002496580593287945, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002496580593287945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07343069463968277, + 0.08522886037826538, + 0.046198051422834396, + 0.05550562962889671, + 0.2490025907754898, + 0.12852495908737183, + 0.03087860532104969, + 0.08734096586704254, + 0.20351770520210266, + 0.04037197679281235 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.002496580593287945 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607716642320156 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.01607716642320156, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607716642320156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06703557819128036, + 0.02806534431874752, + 0.021621977910399437, + 0.028860457241535187, + 0.05097799748182297, + 0.44918930530548096, + 0.013485503382980824, + 0.11127234995365143, + 0.17998184263706207, + 0.04950962960720062 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.01607716642320156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703682482242584 + ], + "opposite_logprob_tokens": [ + -2.1270368099212646 + ], + "logprob_reward": -0.12703682482242584, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703682482242584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16729216277599335, + 0.04601621255278587, + 0.07608073204755783, + 0.046108443289995193, + 0.1136230006814003, + 0.24550601840019226, + 0.025052592158317566, + 0.18213126063346863, + 0.06400434672832489, + 0.034185223281383514 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.12703682482242584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An incredibly slow, steady, and deliberate upward tilt begins with a close-up shot of the hem of a red silk cheongsam, suspended against a dark, blurred background. A soft, focused sidelight casts a precise shadow on the cheongsam, highlighting the silk's smooth, watery texture and deep, vibrant red hue. As the camera steadily moves upward, it sweeps across the cheongsam's elegant side slits before focusing on a vast expanse of silk, where subtle shifts of light and shadow flow with the camera's movement. Then, an exquisitely detailed and lifelike golden phoenix embroidery gradually comes into view. The camera follows the phoenix's magnificent tail feathers as they ascend, each feather embroidered in shimmering metallic gold thread clearly visible, the fine, three-dimensional stitching appearing to stand out from the silk surface like a relief. As the camera continues to pan upward, fully revealing the phoenix's outstretched wings and raised head, its piercing eyes and gorgeous crown feathers appear with stunning realism in ultra-high-definition details. The golden thread reflects a glittering glow in the light, forming a gorgeous contrast with the warm luster of the red silk. The entire picture is full of oriental classical mystery and luxury, creating a tranquil atmosphere of focused gaze on top craftsmanship and artistic admiration.", + "seed": 11628, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_5/index_3810_seed_11628_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.037688663473818454, + "vlm_logprob": -0.037688663473818454, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.037688663473818454, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01656833104789257 + ], + "opposite_logprob_tokens": [ + -4.141568183898926 + ], + "logprob_reward": -0.01656833104789257, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01656833104789257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21571217477321625, + 0.05967738851904869, + 0.1015903651714325, + 0.17969323694705963, + 0.03783018887042999, + 0.046711236238479614, + 0.05755632370710373, + 0.0785532221198082, + 0.14317162334918976, + 0.07950428873300552 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.01656833104789257 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00596398301422596 + ], + "opposite_logprob_tokens": [ + -5.1309638023376465 + ], + "logprob_reward": -0.00596398301422596, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00596398301422596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16667643189430237, + 0.06647186726331711, + 0.03384137153625488, + 0.1650083214044571, + 0.12419892847537994, + 0.04099581763148308, + 0.06973785907030106, + 0.04442349821329117, + 0.1754976511001587, + 0.11314821243286133 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.00596398301422596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009286858257837594 + ], + "opposite_logprob_tokens": [ + -7.00092887878418 + ], + "logprob_reward": -0.0009286858257837594, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009286858257837594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19200189411640167, + 0.019062690436840057, + 0.0340634249150753, + 0.061894483864307404, + 0.20888762176036835, + 0.08074858039617538, + 0.052689582109451294, + 0.03823743760585785, + 0.2556985318660736, + 0.05671580508351326 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.0009286858257837594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641829524189234 + ], + "opposite_logprob_tokens": [ + -5.379642009735107 + ], + "logprob_reward": -0.004641829524189234, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641829524189234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12728779017925262, + 0.019755717366933823, + 0.02620677463710308, + 0.05340315029025078, + 0.12477661669254303, + 0.06303811073303223, + 0.03032083623111248, + 0.03878571838140488, + 0.43870171904563904, + 0.07772352546453476 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.004641829524189234 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of the hem of a red silk cheongsam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow, steady, and deliberate upward tilt throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden phoenix embroidery visible on the cheongsam with shimmering metallic gold thread?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the phoenix's outstretched wings, raised head, piercing eyes, and crown feathers clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and blurred with a soft, focused sidelight casting precise shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034048795700073 + ], + "opposite_logprob_tokens": [ + -1.9103405475616455 + ], + "logprob_reward": -0.16034048795700073, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034048795700073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1141350045800209, + 0.0419803149998188, + 0.05646809563040733, + 0.37269532680511475, + 0.08315077424049377, + 0.06691330671310425, + 0.04887493699789047, + 0.039311762899160385, + 0.1388091742992401, + 0.037661246955394745 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.16034048795700073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_6/index_tensor([3107, 3107])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_6/index_tensor([3107, 3107])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3354fedc8c2974f823aa069bde1efafad74d082a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_6/index_tensor([3107, 3107])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, sideways tracking shot closely follows a mythical white tiger as it gallops through an ancient, dense forest at night. Cold moonlight filters through the gaps between the tall, twisted canopies of ancient trees, casting a variegated, dynamic play of light and shadow across a ground covered in dead leaves and damp earth. The beast's snow-white, unblemished fur shimmers with a soft silver halo in the moonlight. Its muscular form ripples clearly beneath its fur as it gallops, and its icy blue eyes gleam with an otherworldly light in the darkness. Its limbs fully extended, it gallops with explosive force, its massive paws barely leaving a trace as it stamped across the ground. The trees in the background are reduced to blurred vertical lines by its breathtaking speed. As it approaches a massive, moss-covered fallen log that lies across the path, it doesn't slow at all. Its hind legs thrust forward, its entire body tracing an elegant, powerful white arc through the air. It effortlessly clears the obstacle, landing firmly on the other side and continuing its charge. Its breath becomes a visible white mist in the chill air. The image is dominated by deep midnight blue and inky black, with the white tiger itself as the most striking presence, creating an atmosphere imbued with a sense of primal power, mysterious elegance, and the beauty of speed.", + "seed": 8016, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_6/index_3107_seed_8016_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17817856362089515, + "vlm_logprob": -0.17817856362089515, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.17817856362089515, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20349326729774475 + ], + "opposite_logprob_tokens": [ + -1.7034932374954224 + ], + "logprob_reward": -0.20349326729774475, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20349326729774475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03573741763830185, + 0.1417718529701233, + 0.5557944774627686, + 0.046923790127038956, + 0.011816601268947124, + 0.02037319913506508, + 0.014443574473261833, + 0.01571376621723175, + 0.01730988919734955, + 0.14011545479297638 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.20349326729774475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520877718925476 + ], + "opposite_logprob_tokens": [ + -1.5020878314971924 + ], + "logprob_reward": -0.2520877718925476, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520877718925476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03580324724316597, + 0.04305456206202507, + 0.7378673553466797, + 0.015061594545841217, + 0.02300313487648964, + 0.02235293947160244, + 0.02506296895444393, + 0.006933102384209633, + 0.027684224769473076, + 0.06317677348852158 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.2520877718925476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3487025797367096 + ], + "opposite_logprob_tokens": [ + -1.2237025499343872 + ], + "logprob_reward": -0.3487025797367096, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3487025797367096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03211958333849907, + 0.11620346456766129, + 0.35282033681869507, + 0.028121480718255043, + 0.039746057242155075, + 0.02865348570048809, + 0.01770208775997162, + 0.06289278715848923, + 0.04008721560239792, + 0.281653493642807 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.3487025797367096 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898581027984619 + ], + "opposite_logprob_tokens": [ + -2.5789856910705566 + ], + "logprob_reward": -0.07898581027984619, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898581027984619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047540973871946335, + 0.12890204787254333, + 0.4546396732330322, + 0.06458806991577148, + 0.025854963809251785, + 0.05087071657180786, + 0.014557266607880592, + 0.03759028762578964, + 0.044865768402814865, + 0.13059020042419434 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.07898581027984619 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007623388897627592 + ], + "opposite_logprob_tokens": [ + -4.882623195648193 + ], + "logprob_reward": -0.007623388897627592, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007623388897627592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04351695254445076, + 0.1008405014872551, + 0.6502704620361328, + 0.02723497897386551, + 0.03185226395726204, + 0.035204872488975525, + 0.012522448785603046, + 0.020030293613672256, + 0.02896713837981224, + 0.049560025334358215 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.007623388897627592 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, sideways tracking shot closely follows a mythical white tiger as it gallops through an ancient, dense forest at night. Cold moonlight filters through the gaps between the tall, twisted canopies of ancient trees, casting a variegated, dynamic play of light and shadow across a ground covered in dead leaves and damp earth. The beast's snow-white, unblemished fur shimmers with a soft silver halo in the moonlight. Its muscular form ripples clearly beneath its fur as it gallops, and its icy blue eyes gleam with an otherworldly light in the darkness. Its limbs fully extended, it gallops with explosive force, its massive paws barely leaving a trace as it stamped across the ground. The trees in the background are reduced to blurred vertical lines by its breathtaking speed. As it approaches a massive, moss-covered fallen log that lies across the path, it doesn't slow at all. Its hind legs thrust forward, its entire body tracing an elegant, powerful white arc through the air. It effortlessly clears the obstacle, landing firmly on the other side and continuing its charge. Its breath becomes a visible white mist in the chill air. The image is dominated by deep midnight blue and inky black, with the white tiger itself as the most striking presence, creating an atmosphere imbued with a sense of primal power, mysterious elegance, and the beauty of speed.", + "seed": 8017, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_6/index_3107_seed_8017_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07809471525251865, + "vlm_logprob": -0.07809471525251865, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.07809471525251865, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11633908748626709 + ], + "opposite_logprob_tokens": [ + -2.2413392066955566 + ], + "logprob_reward": -0.11633908748626709, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11633908748626709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.286514014005661, + 0.06864150613546371, + 0.10728298872709274, + 0.03843364492058754, + 0.029622318223118782, + 0.06288909912109375, + 0.09879031777381897, + 0.22419826686382294, + 0.05572273209691048, + 0.027905017137527466 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.11633908748626709 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255714237689972 + ], + "opposite_logprob_tokens": [ + -1.6005713939666748 + ], + "logprob_reward": -0.2255714237689972, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255714237689972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30026087164878845, + 0.114729143679142, + 0.10009707510471344, + 0.10269467532634735, + 0.033490993082523346, + 0.07963045686483383, + 0.02667953632771969, + 0.13916483521461487, + 0.06728579103946686, + 0.03596658632159233 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.2255714237689972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297159001231194 + ], + "opposite_logprob_tokens": [ + -3.773297071456909 + ], + "logprob_reward": -0.023297159001231194, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297159001231194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29650017619132996, + 0.08749936521053314, + 0.17171797156333923, + 0.042087964713573456, + 0.06753483414649963, + 0.057047322392463684, + 0.05115937069058418, + 0.10654228180646896, + 0.07128104567527771, + 0.048629626631736755 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.023297159001231194 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198238030076027 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198238030076027, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198238030076027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44029027223587036, + 0.13083483278751373, + 0.12355848401784897, + 0.055250976234674454, + 0.03822089359164238, + 0.03659534826874733, + 0.0420372411608696, + 0.05549000948667526, + 0.044515546411275864, + 0.033206384629011154 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014198238030076027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011067667976021767 + ], + "opposite_logprob_tokens": [ + -4.511067867279053 + ], + "logprob_reward": -0.011067667976021767, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011067667976021767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3679788410663605, + 0.16427823901176453, + 0.057537276297807693, + 0.06525677442550659, + 0.05712658539414406, + 0.041796498000621796, + 0.03286797180771828, + 0.10832924395799637, + 0.05128598213195801, + 0.05354265123605728 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.011067667976021767 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, sideways tracking shot closely follows a mythical white tiger as it gallops through an ancient, dense forest at night. Cold moonlight filters through the gaps between the tall, twisted canopies of ancient trees, casting a variegated, dynamic play of light and shadow across a ground covered in dead leaves and damp earth. The beast's snow-white, unblemished fur shimmers with a soft silver halo in the moonlight. Its muscular form ripples clearly beneath its fur as it gallops, and its icy blue eyes gleam with an otherworldly light in the darkness. Its limbs fully extended, it gallops with explosive force, its massive paws barely leaving a trace as it stamped across the ground. The trees in the background are reduced to blurred vertical lines by its breathtaking speed. As it approaches a massive, moss-covered fallen log that lies across the path, it doesn't slow at all. Its hind legs thrust forward, its entire body tracing an elegant, powerful white arc through the air. It effortlessly clears the obstacle, landing firmly on the other side and continuing its charge. Its breath becomes a visible white mist in the chill air. The image is dominated by deep midnight blue and inky black, with the white tiger itself as the most striking presence, creating an atmosphere imbued with a sense of primal power, mysterious elegance, and the beauty of speed.", + "seed": 8018, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_6/index_3107_seed_8018_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.040937026217579844, + "vlm_logprob": -0.040937026217579844, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.040937026217579844, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10119964182376862 + ], + "opposite_logprob_tokens": [ + -2.3511996269226074 + ], + "logprob_reward": -0.10119964182376862, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10119964182376862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043224234133958817, + 0.022047584876418114, + 0.6124632358551025, + 0.020561225712299347, + 0.018886182457208633, + 0.20068833231925964, + 0.012143952772021294, + 0.011928499676287174, + 0.027021460235118866, + 0.031035305932164192 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.10119964182376862 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204850971698761 + ], + "opposite_logprob_tokens": [ + -2.8120484352111816 + ], + "logprob_reward": -0.06204850971698761, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204850971698761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.012836792506277561, + 0.012863249517977238, + 0.8672317266464233, + 0.008289090357720852, + 0.0024763259571045637, + 0.054567135870456696, + 0.005122211761772633, + 0.01261147391051054, + 0.0074020992033183575, + 0.016599947586655617 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.06204850971698761 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020587796345353127 + ], + "opposite_logprob_tokens": [ + -3.895587682723999 + ], + "logprob_reward": -0.020587796345353127, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020587796345353127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03434009850025177, + 0.008585097268223763, + 0.7172472476959229, + 0.010301255621016026, + 0.009469623677432537, + 0.1135416328907013, + 0.017010141164064407, + 0.058766696602106094, + 0.010925966314971447, + 0.019812213256955147 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.020587796345353127 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075684800744057 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075684800744057, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075684800744057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08114565908908844, + 0.01938445121049881, + 0.7168488502502441, + 0.009312628768384457, + 0.010651458986103535, + 0.02678987756371498, + 0.037346236407756805, + 0.019409621134400368, + 0.02597861737012863, + 0.05313264951109886 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.011075684800744057 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097734984010458 + ], + "opposite_logprob_tokens": [ + -4.6347737312316895 + ], + "logprob_reward": -0.0097734984010458, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097734984010458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05524715036153793, + 0.008496447466313839, + 0.77818363904953, + 0.011514679528772831, + 0.004832992795854807, + 0.08325090259313583, + 0.02832214906811714, + 0.0081013273447752, + 0.011114939115941525, + 0.010935751721262932 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.0097734984010458 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, sideways tracking shot closely follows a mythical white tiger as it gallops through an ancient, dense forest at night. Cold moonlight filters through the gaps between the tall, twisted canopies of ancient trees, casting a variegated, dynamic play of light and shadow across a ground covered in dead leaves and damp earth. The beast's snow-white, unblemished fur shimmers with a soft silver halo in the moonlight. Its muscular form ripples clearly beneath its fur as it gallops, and its icy blue eyes gleam with an otherworldly light in the darkness. Its limbs fully extended, it gallops with explosive force, its massive paws barely leaving a trace as it stamped across the ground. The trees in the background are reduced to blurred vertical lines by its breathtaking speed. As it approaches a massive, moss-covered fallen log that lies across the path, it doesn't slow at all. Its hind legs thrust forward, its entire body tracing an elegant, powerful white arc through the air. It effortlessly clears the obstacle, landing firmly on the other side and continuing its charge. Its breath becomes a visible white mist in the chill air. The image is dominated by deep midnight blue and inky black, with the white tiger itself as the most striking presence, creating an atmosphere imbued with a sense of primal power, mysterious elegance, and the beauty of speed.", + "seed": 8019, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_6/index_3107_seed_8019_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05147274769842625, + "vlm_logprob": -0.05147274769842625, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.05147274769842625, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08043275773525238 + ], + "opposite_logprob_tokens": [ + -2.580432653427124 + ], + "logprob_reward": -0.08043275773525238, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08043275773525238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1302793323993683, + 0.04115784540772438, + 0.15303204953670502, + 0.05535343289375305, + 0.05132981389760971, + 0.04130025580525398, + 0.2990061640739441, + 0.08514092862606049, + 0.09086582809686661, + 0.05253438651561737 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.08043275773525238 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062043916434049606 + ], + "opposite_logprob_tokens": [ + -2.8120439052581787 + ], + "logprob_reward": -0.062043916434049606, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062043916434049606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22686409950256348, + 0.07900264859199524, + 0.13815870881080627, + 0.0939750149846077, + 0.03584606572985649, + 0.05800889804959297, + 0.07609561830759048, + 0.1583898514509201, + 0.03522845357656479, + 0.09843061864376068 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.062043916434049606 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205242872238159 + ], + "opposite_logprob_tokens": [ + -2.8120524883270264 + ], + "logprob_reward": -0.06205242872238159, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205242872238159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19794557988643646, + 0.05104803666472435, + 0.3180540204048157, + 0.055463094264268875, + 0.035879477858543396, + 0.05158423259854317, + 0.03507061302661896, + 0.0588042326271534, + 0.03509803116321564, + 0.1610526144504547 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.06205242872238159 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306042939424515 + ], + "opposite_logprob_tokens": [ + -3.168060541152954 + ], + "logprob_reward": -0.04306042939424515, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306042939424515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24028906226158142, + 0.06382301449775696, + 0.29299911856651306, + 0.03540688380599022, + 0.10023166984319687, + 0.040438927710056305, + 0.06882444024085999, + 0.07097594439983368, + 0.04217901453375816, + 0.04483190178871155 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.04306042939424515 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical white tiger with snow-white, unblemished fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger galloping with explosive force, its limbs fully extended and hind legs thrusting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tiger clear a massive, moss-covered fallen log without slowing down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient, dense forest at night with tall, twisted canopies and a ground covered in dead leaves and damp earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, sideways tracking shot where the background trees appear as blurred vertical lines due to speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009774206206202507 + ], + "opposite_logprob_tokens": [ + -4.634774208068848 + ], + "logprob_reward": -0.009774206206202507, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009774206206202507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22293877601623535, + 0.1687483936548233, + 0.09349560737609863, + 0.08216296136379242, + 0.09236815571784973, + 0.053426921367645264, + 0.04523545503616333, + 0.08732504397630692, + 0.07660894840955734, + 0.07768966257572174 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.009774206206202507 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_7/index_tensor([8595, 8595])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_7/index_tensor([8595, 8595])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9bec56f3bee516fa0645dec351fb8cf3fb986afe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_7/index_tensor([8595, 8595])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-speed camera, in a single, seamless shot, begins from a dynamic, low-angle upward sweep, closely following a massive queen bee, draped in an ornate golden carapace. Its massive bulk casts sharp shadows across the vast, futuristic amphitheater. A massive, circular spotlight overhead casts a harsh, cold white light, revealing every intricate pattern on its gleaming metallic carapace. Its enormous compound eyes gleam with a cold, calculating radiance, while its translucent wings blur in their rapid vibrations. As the camera steadily advances, the queen bee lunges forward, its massive, razor-sharp jaws closing with unstoppable force, precise and brutal, instantly biting down upon the head and thorax of its prey—a hideous, beetle-like creature. In extreme slow motion, time seems frozen as streams of emerald green bodily fluids burst and splash like pearls from the opponent's wounds, each drop gleaming eerily under the cold light. Simultaneously, the opponent's hard exoskeleton shatters, sending countless tiny fragments scattering in all directions, creating a stunning scene imbued with a violent aesthetic. The camera follows the largest fragment as it spins and flies, then quickly pulls back to focus on the queen bee, her mandibles retracted, standing proudly, her body stained with the enemy's bodily fluids. Against the blurred backdrop of an energy shield and the silhouettes of a frenzied crowd, this undeniable end to this fiercely competitive match is clearly announced.", + "seed": 20937, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_7/index_8595_seed_20937_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14252936765551566, + "vlm_logprob": -0.14252936765551566, + "vlm_yes_no_margin": 2.6249999523162844, + "vlm_token_credit": -0.14252936765551566, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07132461667060852 + ], + "opposite_logprob_tokens": [ + -2.696324586868286 + ], + "logprob_reward": -0.07132461667060852, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07132461667060852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08417818695306778, + 0.08545231074094772, + 0.05357521027326584, + 0.07069143652915955, + 0.03719107806682587, + 0.11729657649993896, + 0.2534485459327698, + 0.058879341930150986, + 0.13050462305545807, + 0.10878264904022217 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.07132461667060852 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192922696471214 + ], + "opposite_logprob_tokens": [ + -4.018192768096924 + ], + "logprob_reward": -0.018192922696471214, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018192922696471214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12551721930503845, + 0.07228211313486099, + 0.11266891658306122, + 0.03232330456376076, + 0.022525474429130554, + 0.08711091428995132, + 0.28926214575767517, + 0.037656333297491074, + 0.07869289815425873, + 0.14196069538593292 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.018192922696471214 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798900708556175 + ], + "opposite_logprob_tokens": [ + -3.529798984527588 + ], + "logprob_reward": -0.029798900708556175, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798900708556175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06149798259139061, + 0.03992113843560219, + 0.04752005264163017, + 0.035633932799100876, + 0.026434922590851784, + 0.05843121185898781, + 0.2595507800579071, + 0.1877049207687378, + 0.12741945683956146, + 0.15588563680648804 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.029798900708556175 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700225979089737 + ], + "opposite_logprob_tokens": [ + -2.6950225830078125 + ], + "logprob_reward": -0.0700225979089737, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700225979089737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0525529719889164, + 0.03006456233561039, + 0.058344922959804535, + 0.031750332564115524, + 0.023103272542357445, + 0.06670356541872025, + 0.08771783113479614, + 0.08318881690502167, + 0.08257569372653961, + 0.48399797081947327 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.0700225979089737 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233078002929688 + ], + "opposite_logprob_tokens": [ + -0.8983078002929688 + ], + "logprob_reward": -0.5233078002929688, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233078002929688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07856953144073486, + 0.029377687722444534, + 0.023552069440484047, + 0.035343922674655914, + 0.03834744915366173, + 0.05297115072607994, + 0.43863001465797424, + 0.2491999864578247, + 0.019402163103222847, + 0.03460605815052986 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.5233078002929688 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed camera, in a single, seamless shot, begins from a dynamic, low-angle upward sweep, closely following a massive queen bee, draped in an ornate golden carapace. Its massive bulk casts sharp shadows across the vast, futuristic amphitheater. A massive, circular spotlight overhead casts a harsh, cold white light, revealing every intricate pattern on its gleaming metallic carapace. Its enormous compound eyes gleam with a cold, calculating radiance, while its translucent wings blur in their rapid vibrations. As the camera steadily advances, the queen bee lunges forward, its massive, razor-sharp jaws closing with unstoppable force, precise and brutal, instantly biting down upon the head and thorax of its prey—a hideous, beetle-like creature. In extreme slow motion, time seems frozen as streams of emerald green bodily fluids burst and splash like pearls from the opponent's wounds, each drop gleaming eerily under the cold light. Simultaneously, the opponent's hard exoskeleton shatters, sending countless tiny fragments scattering in all directions, creating a stunning scene imbued with a violent aesthetic. The camera follows the largest fragment as it spins and flies, then quickly pulls back to focus on the queen bee, her mandibles retracted, standing proudly, her body stained with the enemy's bodily fluids. Against the blurred backdrop of an energy shield and the silhouettes of a frenzied crowd, this undeniable end to this fiercely competitive match is clearly announced.", + "seed": 20938, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_7/index_8595_seed_20938_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0763091716915369, + "vlm_logprob": -0.0763091716915369, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.0763091716915369, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020975081250071526 + ], + "opposite_logprob_tokens": [ + -3.895975112915039 + ], + "logprob_reward": -0.020975081250071526, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020975081250071526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6930455565452576, + 0.020756591111421585, + 0.04586806893348694, + 0.04137469083070755, + 0.01975756138563156, + 0.032896023243665695, + 0.035372257232666016, + 0.024916738271713257, + 0.03222310170531273, + 0.05378933623433113 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.020975081250071526 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581956952810287 + ], + "opposite_logprob_tokens": [ + -3.8955819606781006 + ], + "logprob_reward": -0.020581956952810287, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581956952810287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24705684185028076, + 0.05112803354859352, + 0.030281100422143936, + 0.11549868434667587, + 0.04768357053399086, + 0.08101586252450943, + 0.1597381979227066, + 0.057653069496154785, + 0.129391148686409, + 0.08055345714092255 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.020581956952810287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381014309823513 + ], + "opposite_logprob_tokens": [ + -3.2881014347076416 + ], + "logprob_reward": -0.0381014309823513, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381014309823513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.380536824464798, + 0.057920511811971664, + 0.052750829607248306, + 0.039868611842393875, + 0.04093310981988907, + 0.047744374722242355, + 0.11193927377462387, + 0.042723000049591064, + 0.057616282254457474, + 0.16796723008155823 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.0381014309823513 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581956952810287 + ], + "opposite_logprob_tokens": [ + -3.8955819606781006 + ], + "logprob_reward": -0.020581956952810287, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581956952810287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11754876375198364, + 0.019490893930196762, + 0.048052940517663956, + 0.02199908345937729, + 0.02649916522204876, + 0.07946346700191498, + 0.05613737553358078, + 0.06934159994125366, + 0.03281464800238609, + 0.528652012348175 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.020581956952810287 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813054323196411 + ], + "opposite_logprob_tokens": [ + -1.4063054323196411 + ], + "logprob_reward": -0.2813054323196411, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813054323196411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5724355578422546, + 0.026903461664915085, + 0.046667877584695816, + 0.04307108744978905, + 0.036377087235450745, + 0.0484415702521801, + 0.06156027317047119, + 0.03546033427119255, + 0.036308858543634415, + 0.0927739292383194 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.2813054323196411 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed camera, in a single, seamless shot, begins from a dynamic, low-angle upward sweep, closely following a massive queen bee, draped in an ornate golden carapace. Its massive bulk casts sharp shadows across the vast, futuristic amphitheater. A massive, circular spotlight overhead casts a harsh, cold white light, revealing every intricate pattern on its gleaming metallic carapace. Its enormous compound eyes gleam with a cold, calculating radiance, while its translucent wings blur in their rapid vibrations. As the camera steadily advances, the queen bee lunges forward, its massive, razor-sharp jaws closing with unstoppable force, precise and brutal, instantly biting down upon the head and thorax of its prey—a hideous, beetle-like creature. In extreme slow motion, time seems frozen as streams of emerald green bodily fluids burst and splash like pearls from the opponent's wounds, each drop gleaming eerily under the cold light. Simultaneously, the opponent's hard exoskeleton shatters, sending countless tiny fragments scattering in all directions, creating a stunning scene imbued with a violent aesthetic. The camera follows the largest fragment as it spins and flies, then quickly pulls back to focus on the queen bee, her mandibles retracted, standing proudly, her body stained with the enemy's bodily fluids. Against the blurred backdrop of an energy shield and the silhouettes of a frenzied crowd, this undeniable end to this fiercely competitive match is clearly announced.", + "seed": 20939, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_7/index_8595_seed_20939_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14100430011749268, + "vlm_logprob": -0.14100430011749268, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.14100430011749268, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0897207111120224 + ], + "opposite_logprob_tokens": [ + -2.4647207260131836 + ], + "logprob_reward": -0.0897207111120224, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0897207111120224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0866924300789833, + 0.06563625484704971, + 0.0765964537858963, + 0.3759961724281311, + 0.027582228183746338, + 0.024868769571185112, + 0.01486078929156065, + 0.10093341767787933, + 0.12593750655651093, + 0.10089600086212158 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.0897207111120224 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280840754508972 + ], + "opposite_logprob_tokens": [ + -2.017808437347412 + ], + "logprob_reward": -0.14280840754508972, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280840754508972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17252247035503387, + 0.07615341991186142, + 0.11501464247703552, + 0.19215638935565948, + 0.022713910788297653, + 0.030324207618832588, + 0.04088824614882469, + 0.11341780424118042, + 0.15518370270729065, + 0.08162516355514526 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.14280840754508972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903498947620392 + ], + "opposite_logprob_tokens": [ + -2.4640350341796875 + ], + "logprob_reward": -0.08903498947620392, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903498947620392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04575789347290993, + 0.03742775321006775, + 0.05700274929404259, + 0.3149740695953369, + 0.036436352878808975, + 0.11600703746080399, + 0.05998401716351509, + 0.13404886424541473, + 0.08597133308649063, + 0.11238985508680344 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.08903498947620392 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001903653144836 + ], + "opposite_logprob_tokens": [ + -2.695019006729126 + ], + "logprob_reward": -0.07001903653144836, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001903653144836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07340054959058762, + 0.12206866592168808, + 0.054378610104322433, + 0.1559290736913681, + 0.03253237530589104, + 0.12760324776172638, + 0.06723766773939133, + 0.2279769480228424, + 0.0438116155564785, + 0.09506122022867203 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.07001903653144836 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.313438355922699 + ], + "opposite_logprob_tokens": [ + -1.3134384155273438 + ], + "logprob_reward": -0.313438355922699, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.313438355922699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11559686064720154, + 0.1468203365802765, + 0.04875130578875542, + 0.22943642735481262, + 0.0452781580388546, + 0.06920604407787323, + 0.024840304628014565, + 0.23686742782592773, + 0.06365105509757996, + 0.01955202780663967 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.313438355922699 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed camera, in a single, seamless shot, begins from a dynamic, low-angle upward sweep, closely following a massive queen bee, draped in an ornate golden carapace. Its massive bulk casts sharp shadows across the vast, futuristic amphitheater. A massive, circular spotlight overhead casts a harsh, cold white light, revealing every intricate pattern on its gleaming metallic carapace. Its enormous compound eyes gleam with a cold, calculating radiance, while its translucent wings blur in their rapid vibrations. As the camera steadily advances, the queen bee lunges forward, its massive, razor-sharp jaws closing with unstoppable force, precise and brutal, instantly biting down upon the head and thorax of its prey—a hideous, beetle-like creature. In extreme slow motion, time seems frozen as streams of emerald green bodily fluids burst and splash like pearls from the opponent's wounds, each drop gleaming eerily under the cold light. Simultaneously, the opponent's hard exoskeleton shatters, sending countless tiny fragments scattering in all directions, creating a stunning scene imbued with a violent aesthetic. The camera follows the largest fragment as it spins and flies, then quickly pulls back to focus on the queen bee, her mandibles retracted, standing proudly, her body stained with the enemy's bodily fluids. Against the blurred backdrop of an energy shield and the silhouettes of a frenzied crowd, this undeniable end to this fiercely competitive match is clearly announced.", + "seed": 20940, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_7/index_8595_seed_20940_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2015838287770748, + "vlm_logprob": -0.2015838287770748, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.2015838287770748, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05017244443297386 + ], + "opposite_logprob_tokens": [ + -3.0501723289489746 + ], + "logprob_reward": -0.05017244443297386, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05017244443297386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40709397196769714, + 0.027815066277980804, + 0.0552978515625, + 0.04337626323103905, + 0.08567792177200317, + 0.06629181653261185, + 0.05221719667315483, + 0.055923935025930405, + 0.057821549475193024, + 0.14848439395427704 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.05017244443297386 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520882189273834 + ], + "opposite_logprob_tokens": [ + -1.502088189125061 + ], + "logprob_reward": -0.2520882189273834, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520882189273834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49444490671157837, + 0.0549735426902771, + 0.06690444052219391, + 0.06368202716112137, + 0.07167289406061172, + 0.10620725154876709, + 0.022022131830453873, + 0.02309422381222248, + 0.03804977610707283, + 0.05894877761602402 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.2520882189273834 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801562428474426 + ], + "opposite_logprob_tokens": [ + -3.529801607131958 + ], + "logprob_reward": -0.029801562428474426, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801562428474426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2740597426891327, + 0.06477174907922745, + 0.08232942968606949, + 0.09589090943336487, + 0.05363114923238754, + 0.11367793381214142, + 0.1035110205411911, + 0.048335544764995575, + 0.08508938550949097, + 0.07870310544967651 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.029801562428474426 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306945204734802 + ], + "opposite_logprob_tokens": [ + -3.168069362640381 + ], + "logprob_reward": -0.04306945204734802, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306945204734802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20185329020023346, + 0.03131517767906189, + 0.07921292632818222, + 0.08246143162250519, + 0.1157001405954361, + 0.2563766837120056, + 0.054562684148550034, + 0.05164268612861633, + 0.07017457485198975, + 0.05670040473341942 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.04306945204734802 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive queen bee with an ornate golden carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in a vast futuristic amphitheater with a massive circular overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen bee lunge forward and bite down on a hideous beetle-like creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green bodily fluids shown bursting from the opponent's wounds in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a low-angle upward sweep and later pull back to focus on the queen bee?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327874660491943 + ], + "opposite_logprob_tokens": [ + -0.7577874660491943 + ], + "logprob_reward": -0.6327874660491943, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327874660491943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23194018006324768, + 0.06518187373876572, + 0.22644047439098358, + 0.05363137274980545, + 0.07247570157051086, + 0.04908281937241554, + 0.04354545474052429, + 0.023931285366415977, + 0.17041033506393433, + 0.0633605346083641 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.6327874660491943 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_8/index_tensor([7251, 7251])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_8/index_tensor([7251, 7251])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a51d05e7f698211e7397e7b09bca5b51da4331b5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_8/index_tensor([7251, 7251])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic close-up, static and precisely framed with a very shallow depth of field, captures a matte black metal candle snuff bottle standing upright on the rich, darkly textured surface of an old wooden table. High-contrast lighting defines the scene: a single, intense light source carves the snuff bottle's elegant form from the side, casting long, sharp shadows and creating stark highlights along one side of its slender handle and the curve of its bell-shaped head. The background is a complete, soft-focus blur, suggesting a dim, intimate space. The initial tranquility is shattered as a subtle vibration travels through the wooden surface, causing the snuff bottle to teeter for a brief, tense moment. It sways unsteadily, the handle wobbling slightly, before it decisively loses its center of gravity. The object then tilts, its initial descent slowly followed by a rapid acceleration as it spins around the edge of its base, finally colliding with the wood with a soft, gentle clink and coming to rest against its side. Its dark, elegant form now becomes a horizontal element in the composition, creating an atmosphere of quiet, contemplative, and visually appealing beauty.", + "seed": 21849, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_8/index_7251_seed_21849_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04083372978493571, + "vlm_logprob": -0.04083372978493571, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.04083372978493571, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1626015454530716 + ], + "opposite_logprob_tokens": [ + -1.9126015901565552 + ], + "logprob_reward": -0.1626015454530716, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1626015454530716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1437719613313675, + 0.0711909607052803, + 0.12551091611385345, + 0.0931834876537323, + 0.17481909692287445, + 0.20648187398910522, + 0.08307043462991714, + 0.027338946238160133, + 0.032714277505874634, + 0.041918035596609116 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.1626015454530716 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649858646094799 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649858646094799, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649858646094799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25142866373062134, + 0.1044938862323761, + 0.1301898956298828, + 0.07285413146018982, + 0.13850975036621094, + 0.050674062222242355, + 0.0876990258693695, + 0.06709244847297668, + 0.05289410054683685, + 0.04416400566697121 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.008649858646094799 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819046586751938 + ], + "opposite_logprob_tokens": [ + -4.018190383911133 + ], + "logprob_reward": -0.01819046586751938, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819046586751938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15251007676124573, + 0.062081512063741684, + 0.22869561612606049, + 0.0924002006649971, + 0.10076223313808441, + 0.16609656810760498, + 0.04759417101740837, + 0.074958935379982, + 0.03648097813129425, + 0.03841967508196831 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.01819046586751938 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533470056951046 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533470056951046, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533470056951046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12677736580371857, + 0.053446151316165924, + 0.1498536914587021, + 0.18986085057258606, + 0.09576191753149033, + 0.08104722946882248, + 0.09250534325838089, + 0.055989813059568405, + 0.05212954431772232, + 0.10262808948755264 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.012533470056951046 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002193308901041746 + ], + "opposite_logprob_tokens": [ + -6.127193450927734 + ], + "logprob_reward": -0.002193308901041746, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002193308901041746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1798587143421173, + 0.07627913355827332, + 0.19704346358776093, + 0.08493728190660477, + 0.10907131433486938, + 0.09286917001008987, + 0.09653874486684799, + 0.07923606038093567, + 0.04879111051559448, + 0.035375043749809265 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.002193308901041746 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic close-up, static and precisely framed with a very shallow depth of field, captures a matte black metal candle snuff bottle standing upright on the rich, darkly textured surface of an old wooden table. High-contrast lighting defines the scene: a single, intense light source carves the snuff bottle's elegant form from the side, casting long, sharp shadows and creating stark highlights along one side of its slender handle and the curve of its bell-shaped head. The background is a complete, soft-focus blur, suggesting a dim, intimate space. The initial tranquility is shattered as a subtle vibration travels through the wooden surface, causing the snuff bottle to teeter for a brief, tense moment. It sways unsteadily, the handle wobbling slightly, before it decisively loses its center of gravity. The object then tilts, its initial descent slowly followed by a rapid acceleration as it spins around the edge of its base, finally colliding with the wood with a soft, gentle clink and coming to rest against its side. Its dark, elegant form now becomes a horizontal element in the composition, creating an atmosphere of quiet, contemplative, and visually appealing beauty.", + "seed": 21850, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_8/index_7251_seed_21850_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.025419578212313353, + "vlm_logprob": -0.025419578212313353, + "vlm_yes_no_margin": 4.399999952316284, + "vlm_token_credit": -0.025419578212313353, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07578098773956299 + ], + "opposite_logprob_tokens": [ + -2.7007808685302734 + ], + "logprob_reward": -0.07578098773956299, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07578098773956299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06264287233352661, + 0.0669984370470047, + 0.08242393285036087, + 0.061028752475976944, + 0.09292273968458176, + 0.024451524019241333, + 0.16003946959972382, + 0.04645123332738876, + 0.019190970808267593, + 0.3838500678539276 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.07578098773956299 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005267787724733353 + ], + "opposite_logprob_tokens": [ + -5.25526762008667 + ], + "logprob_reward": -0.005267787724733353, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005267787724733353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1779995560646057, + 0.03372018411755562, + 0.07199675589799881, + 0.05461123585700989, + 0.05488164722919464, + 0.04205339401960373, + 0.13068976998329163, + 0.1585026979446411, + 0.046835463494062424, + 0.22870926558971405 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.005267787724733353 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026357922703027725 + ], + "opposite_logprob_tokens": [ + -3.651357889175415 + ], + "logprob_reward": -0.026357922703027725, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026357922703027725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15752235054969788, + 0.16295908391475677, + 0.11277782917022705, + 0.08541202545166016, + 0.023633871227502823, + 0.01668408140540123, + 0.1251136064529419, + 0.22773396968841553, + 0.04897195100784302, + 0.039191219955682755 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.026357922703027725 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818004623055458 + ], + "opposite_logprob_tokens": [ + -4.018179893493652 + ], + "logprob_reward": -0.01818004623055458, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818004623055458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16360324621200562, + 0.044504180550575256, + 0.026925891637802124, + 0.020872032269835472, + 0.01776360161602497, + 0.026874616742134094, + 0.23331445455551147, + 0.06816419214010239, + 0.049181967973709106, + 0.3487957715988159 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.01818004623055458 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015111466636881232 + ], + "opposite_logprob_tokens": [ + -6.501511096954346 + ], + "logprob_reward": -0.0015111466636881232, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015111466636881232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06492001563310623, + 0.02819090522825718, + 0.05229863524436951, + 0.09500212222337723, + 0.028095602989196777, + 0.0158220361918211, + 0.12682484090328217, + 0.0838259756565094, + 0.09421972930431366, + 0.41080015897750854 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.0015111466636881232 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic close-up, static and precisely framed with a very shallow depth of field, captures a matte black metal candle snuff bottle standing upright on the rich, darkly textured surface of an old wooden table. High-contrast lighting defines the scene: a single, intense light source carves the snuff bottle's elegant form from the side, casting long, sharp shadows and creating stark highlights along one side of its slender handle and the curve of its bell-shaped head. The background is a complete, soft-focus blur, suggesting a dim, intimate space. The initial tranquility is shattered as a subtle vibration travels through the wooden surface, causing the snuff bottle to teeter for a brief, tense moment. It sways unsteadily, the handle wobbling slightly, before it decisively loses its center of gravity. The object then tilts, its initial descent slowly followed by a rapid acceleration as it spins around the edge of its base, finally colliding with the wood with a soft, gentle clink and coming to rest against its side. Its dark, elegant form now becomes a horizontal element in the composition, creating an atmosphere of quiet, contemplative, and visually appealing beauty.", + "seed": 21851, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_8/index_7251_seed_21851_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.053213772899471226, + "vlm_logprob": -0.053213772899471226, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.053213772899471226, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054496873170137405 + ], + "opposite_logprob_tokens": [ + -3.0544967651367188 + ], + "logprob_reward": -0.054496873170137405, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.054496873170137405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08450381457805634, + 0.028124529868364334, + 0.02806076593697071, + 0.05448064208030701, + 0.08253755420446396, + 0.2136065661907196, + 0.11323943734169006, + 0.3108527958393097, + 0.024342041462659836, + 0.060251809656620026 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.054496873170137405 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549791194498539 + ], + "opposite_logprob_tokens": [ + -2.929979085922241 + ], + "logprob_reward": -0.0549791194498539, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549791194498539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06750565022230148, + 0.03558262810111046, + 0.029916010797023773, + 0.1475997418165207, + 0.13236092031002045, + 0.1372368037700653, + 0.19856157898902893, + 0.1875942051410675, + 0.04682253301143646, + 0.01681988686323166 + ], + "top_frames": [ + 6, + 7, + 3 + ], + "selected_reward": -0.0549791194498539 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031808912754059 + ], + "opposite_logprob_tokens": [ + -2.350318193435669 + ], + "logprob_reward": -0.10031808912754059, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031808912754059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07038155943155289, + 0.05692775174975395, + 0.03594670444726944, + 0.04686451330780983, + 0.08134229481220245, + 0.12847425043582916, + 0.17839902639389038, + 0.3507707118988037, + 0.03368835151195526, + 0.01720486953854561 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.10031808912754059 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494052916765213 + ], + "opposite_logprob_tokens": [ + -2.9299404621124268 + ], + "logprob_reward": -0.05494052916765213, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494052916765213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04493163153529167, + 0.023118508979678154, + 0.024898746982216835, + 0.0598849356174469, + 0.12301807850599289, + 0.09919949620962143, + 0.16287806630134583, + 0.4077133536338806, + 0.04526885226368904, + 0.009088337421417236 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.05494052916765213 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013342535821720958 + ], + "opposite_logprob_tokens": [ + -6.626334190368652 + ], + "logprob_reward": -0.0013342535821720958, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013342535821720958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07396652549505234, + 0.04031716287136078, + 0.026653802022337914, + 0.05009493604302406, + 0.0727180689573288, + 0.13681814074516296, + 0.15808609127998352, + 0.37123969197273254, + 0.04063239321112633, + 0.0294732004404068 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.0013342535821720958 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic close-up, static and precisely framed with a very shallow depth of field, captures a matte black metal candle snuff bottle standing upright on the rich, darkly textured surface of an old wooden table. High-contrast lighting defines the scene: a single, intense light source carves the snuff bottle's elegant form from the side, casting long, sharp shadows and creating stark highlights along one side of its slender handle and the curve of its bell-shaped head. The background is a complete, soft-focus blur, suggesting a dim, intimate space. The initial tranquility is shattered as a subtle vibration travels through the wooden surface, causing the snuff bottle to teeter for a brief, tense moment. It sways unsteadily, the handle wobbling slightly, before it decisively loses its center of gravity. The object then tilts, its initial descent slowly followed by a rapid acceleration as it spins around the edge of its base, finally colliding with the wood with a soft, gentle clink and coming to rest against its side. Its dark, elegant form now becomes a horizontal element in the composition, creating an atmosphere of quiet, contemplative, and visually appealing beauty.", + "seed": 21852, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_8/index_7251_seed_21852_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.016319035645574333, + "vlm_logprob": -0.016319035645574333, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.016319035645574333, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03827434778213501 + ], + "opposite_logprob_tokens": [ + -3.4132742881774902 + ], + "logprob_reward": -0.03827434778213501, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03827434778213501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17811791598796844, + 0.03920751065015793, + 0.07978762686252594, + 0.3655672073364258, + 0.08203455060720444, + 0.05181557685136795, + 0.11949553340673447, + 0.036108892410993576, + 0.025337310507893562, + 0.022527901455760002 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.03827434778213501 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041060671210289 + ], + "opposite_logprob_tokens": [ + -5.504106044769287 + ], + "logprob_reward": -0.0041060671210289, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041060671210289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20619724690914154, + 0.07126113772392273, + 0.04869462177157402, + 0.2510024905204773, + 0.14353597164154053, + 0.0359826423227787, + 0.09388662874698639, + 0.11466404050588608, + 0.014955132268369198, + 0.01982010528445244 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.0041060671210289 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633563131093979 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633563131093979, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633563131093979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3473324775695801, + 0.08767927438020706, + 0.04638331010937691, + 0.10014989227056503, + 0.0407501645386219, + 0.10590305179357529, + 0.15539054572582245, + 0.08399704843759537, + 0.009104393422603607, + 0.023309830576181412 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.007633563131093979 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026332030072808266 + ], + "opposite_logprob_tokens": [ + -3.651332139968872 + ], + "logprob_reward": -0.026332030072808266, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026332030072808266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15843082964420319, + 0.0773697942495346, + 0.06442836672067642, + 0.15530703961849213, + 0.14879432320594788, + 0.07910462468862534, + 0.10247461497783661, + 0.09011982381343842, + 0.082164466381073, + 0.04180608317255974 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.026332030072808266 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a matte black metal candle snuff bottle with a slender handle and bell-shaped head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle initially standing upright on a rich, darkly textured old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single intense side light source creating high contrast, long sharp shadows, and stark highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle teeter, sway, and then tilt over to fall, spinning around its base before colliding with the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up with a very shallow depth of field and a soft-focus blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249170120805502 + ], + "opposite_logprob_tokens": [ + -5.2552490234375 + ], + "logprob_reward": -0.005249170120805502, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249170120805502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029800785705447197, + 0.027929948642849922, + 0.052850764244794846, + 0.5412841439247131, + 0.041383374482393265, + 0.0899207592010498, + 0.15827186405658722, + 0.036349713802337646, + 0.007324567064642906, + 0.014884079806506634 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.005249170120805502 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_9/index_tensor([3568, 3568])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_9/index_tensor([3568, 3568])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..df4259bf9df779f3e8cbada97e9397ea014fa811 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_9/index_tensor([3568, 3568])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An underwater close-up, captured with a clean, cartoon-style high-frame-rate camera, presents a serene and captivating scene. The static camera focuses on a single, graceful stem of Mayaka fluviatilis rising from a soft, sandy lakebed. Its delicate, mossy leaves, rendered in vibrant shades of lime and emerald green with simple, clean outlines, gently sway in an invisible current. The plant's leaves exhibit an incredibly smooth, hypnotic undulation, rhythmically expanding and contracting beneath the glassy, calm surface of the water. Golden sunlight penetrates the crystal-clear water from above, casting ever-changing patterns of light and shadow (caustics) that dance across the plant and the lakebed. Light catches the edges of the soft leaves, making them appear to softly glow. The overall atmosphere is one of profound peace and tranquility, the plant's graceful, repetitive movement creating a deeply meditative and visually captivating experience.", + "seed": 21658, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_9/index_3568_seed_21658_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010011826572008432, + "vlm_logprob": -0.010011826572008432, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.010011826572008432, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011291411705315113 + ], + "opposite_logprob_tokens": [ + -4.63629150390625 + ], + "logprob_reward": -0.011291411705315113, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011291411705315113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14259183406829834, + 0.1989976167678833, + 0.06698650866746902, + 0.13417698442935944, + 0.10079959034919739, + 0.08652059733867645, + 0.10428822040557861, + 0.07351715117692947, + 0.047853268682956696, + 0.04426826909184456 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.011291411705315113 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002497769659385085 + ], + "opposite_logprob_tokens": [ + -6.002497673034668 + ], + "logprob_reward": -0.002497769659385085, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002497769659385085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1502750664949417, + 0.10019902139902115, + 0.09334726631641388, + 0.05063483864068985, + 0.08452706038951874, + 0.22116830945014954, + 0.0392153300344944, + 0.041716013103723526, + 0.02049683965742588, + 0.19842030107975006 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.002497769659385085 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015126940561458468 + ], + "opposite_logprob_tokens": [ + -6.50151252746582 + ], + "logprob_reward": -0.0015126940561458468, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015126940561458468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19803760945796967, + 0.20242635905742645, + 0.08449613302946091, + 0.0643044263124466, + 0.09051546454429626, + 0.10864218324422836, + 0.08008112013339996, + 0.06792739033699036, + 0.0331595353782177, + 0.07040976732969284 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.0015126940561458468 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190598390996456 + ], + "opposite_logprob_tokens": [ + -4.264190673828125 + ], + "logprob_reward": -0.014190598390996456, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190598390996456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0647178664803505, + 0.049693141132593155, + 0.024874575436115265, + 0.039826445281505585, + 0.24590913951396942, + 0.4072445333003998, + 0.03183584287762642, + 0.04302867129445076, + 0.017815634608268738, + 0.07505413144826889 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.014190598390996456 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020566659048199654 + ], + "opposite_logprob_tokens": [ + -3.895566701889038 + ], + "logprob_reward": -0.020566659048199654, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020566659048199654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09885551035404205, + 0.07763253897428513, + 0.1458572894334793, + 0.08465628325939178, + 0.11741356551647186, + 0.18778282403945923, + 0.06802442669868469, + 0.03398111090064049, + 0.03128621354699135, + 0.15451021492481232 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.020566659048199654 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An underwater close-up, captured with a clean, cartoon-style high-frame-rate camera, presents a serene and captivating scene. The static camera focuses on a single, graceful stem of Mayaka fluviatilis rising from a soft, sandy lakebed. Its delicate, mossy leaves, rendered in vibrant shades of lime and emerald green with simple, clean outlines, gently sway in an invisible current. The plant's leaves exhibit an incredibly smooth, hypnotic undulation, rhythmically expanding and contracting beneath the glassy, calm surface of the water. Golden sunlight penetrates the crystal-clear water from above, casting ever-changing patterns of light and shadow (caustics) that dance across the plant and the lakebed. Light catches the edges of the soft leaves, making them appear to softly glow. The overall atmosphere is one of profound peace and tranquility, the plant's graceful, repetitive movement creating a deeply meditative and visually captivating experience.", + "seed": 21659, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_9/index_3568_seed_21659_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.013207215815782547, + "vlm_logprob": -0.013207215815782547, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.013207215815782547, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012737230397760868 + ], + "opposite_logprob_tokens": [ + -4.762737274169922 + ], + "logprob_reward": -0.012737230397760868, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.012737230397760868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08492461591959, + 0.04648595303297043, + 0.05406344309449196, + 0.03930066525936127, + 0.11484938859939575, + 0.14836643636226654, + 0.24578997492790222, + 0.159328892827034, + 0.03245774656534195, + 0.0744328647851944 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.012737230397760868 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962205585092306 + ], + "opposite_logprob_tokens": [ + -5.130962371826172 + ], + "logprob_reward": -0.005962205585092306, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962205585092306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0700829029083252, + 0.12442781776189804, + 0.08627469092607498, + 0.04138070344924927, + 0.060623519122600555, + 0.07469641417264938, + 0.18805618584156036, + 0.07433091849088669, + 0.053153764456510544, + 0.2269730418920517 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.005962205585092306 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002822346519678831 + ], + "opposite_logprob_tokens": [ + -5.877822399139404 + ], + "logprob_reward": -0.002822346519678831, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002822346519678831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08164020627737045, + 0.09526848793029785, + 0.10137929767370224, + 0.03510478883981705, + 0.19919326901435852, + 0.039344336837530136, + 0.17248840630054474, + 0.061492789536714554, + 0.08396098017692566, + 0.130127415060997 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.002822346519678831 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181685358285904 + ], + "opposite_logprob_tokens": [ + -4.018181800842285 + ], + "logprob_reward": -0.018181685358285904, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181685358285904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0343228355050087, + 0.2275141328573227, + 0.04777517169713974, + 0.04615553468465805, + 0.07483223080635071, + 0.06280092895030975, + 0.303862988948822, + 0.08048096299171448, + 0.0483977384865284, + 0.07385748624801636 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.018181685358285904 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026332611218094826 + ], + "opposite_logprob_tokens": [ + -3.6513326168060303 + ], + "logprob_reward": -0.026332611218094826, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026332611218094826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07384438812732697, + 0.15005871653556824, + 0.05905567854642868, + 0.03367377817630768, + 0.09555933624505997, + 0.05443982407450676, + 0.24249620735645294, + 0.05370870977640152, + 0.08634816855192184, + 0.15081512928009033 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.026332611218094826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An underwater close-up, captured with a clean, cartoon-style high-frame-rate camera, presents a serene and captivating scene. The static camera focuses on a single, graceful stem of Mayaka fluviatilis rising from a soft, sandy lakebed. Its delicate, mossy leaves, rendered in vibrant shades of lime and emerald green with simple, clean outlines, gently sway in an invisible current. The plant's leaves exhibit an incredibly smooth, hypnotic undulation, rhythmically expanding and contracting beneath the glassy, calm surface of the water. Golden sunlight penetrates the crystal-clear water from above, casting ever-changing patterns of light and shadow (caustics) that dance across the plant and the lakebed. Light catches the edges of the soft leaves, making them appear to softly glow. The overall atmosphere is one of profound peace and tranquility, the plant's graceful, repetitive movement creating a deeply meditative and visually captivating experience.", + "seed": 21660, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_9/index_3568_seed_21660_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.047718965588137506, + "vlm_logprob": -0.047718965588137506, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.047718965588137506, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20269998908042908 + ], + "opposite_logprob_tokens": [ + -1.7027000188827515 + ], + "logprob_reward": -0.20269998908042908, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20269998908042908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2902851104736328, + 0.07216860353946686, + 0.06712115556001663, + 0.14217577874660492, + 0.06001915782690048, + 0.034947678446769714, + 0.05712141469120979, + 0.16287857294082642, + 0.05921279266476631, + 0.05406968295574188 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.20269998908042908 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032038569916039705 + ], + "opposite_logprob_tokens": [ + -5.753203868865967 + ], + "logprob_reward": -0.0032038569916039705, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032038569916039705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19647032022476196, + 0.2120426744222641, + 0.059165410697460175, + 0.15949393808841705, + 0.10191008448600769, + 0.051832541823387146, + 0.03269380331039429, + 0.12526994943618774, + 0.030962560325860977, + 0.030158650130033493 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0032038569916039705 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094670061022043 + ], + "opposite_logprob_tokens": [ + -5.50409460067749 + ], + "logprob_reward": -0.004094670061022043, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094670061022043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2667182683944702, + 0.08670716732740402, + 0.14545808732509613, + 0.08595579862594604, + 0.12255700677633286, + 0.021602636203169823, + 0.016886189579963684, + 0.17414739727973938, + 0.0320279635488987, + 0.04793956130743027 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.004094670061022043 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606649160385132 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.01606649160385132, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606649160385132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15320777893066406, + 0.07950000464916229, + 0.07134656608104706, + 0.11230793595314026, + 0.05576595291495323, + 0.23396538197994232, + 0.10688991099596024, + 0.07672622054815292, + 0.07575676590204239, + 0.03453346714377403 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.01606649160385132 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012529820203781128 + ], + "opposite_logprob_tokens": [ + -4.3875298500061035 + ], + "logprob_reward": -0.012529820203781128, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012529820203781128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2668548822402954, + 0.27087312936782837, + 0.04496109113097191, + 0.07179068773984909, + 0.15754340589046478, + 0.04716581478714943, + 0.042058613151311874, + 0.03810129314661026, + 0.03335680812597275, + 0.027294211089611053 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.012529820203781128 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An underwater close-up, captured with a clean, cartoon-style high-frame-rate camera, presents a serene and captivating scene. The static camera focuses on a single, graceful stem of Mayaka fluviatilis rising from a soft, sandy lakebed. Its delicate, mossy leaves, rendered in vibrant shades of lime and emerald green with simple, clean outlines, gently sway in an invisible current. The plant's leaves exhibit an incredibly smooth, hypnotic undulation, rhythmically expanding and contracting beneath the glassy, calm surface of the water. Golden sunlight penetrates the crystal-clear water from above, casting ever-changing patterns of light and shadow (caustics) that dance across the plant and the lakebed. Light catches the edges of the soft leaves, making them appear to softly glow. The overall atmosphere is one of profound peace and tranquility, the plant's graceful, repetitive movement creating a deeply meditative and visually captivating experience.", + "seed": 21661, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000160/group_9/index_3568_seed_21661_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.008029334456659853, + "vlm_logprob": -0.008029334456659853, + "vlm_yes_no_margin": 5.299999952316284, + "vlm_token_credit": -0.008029334456659853, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0030126445926725864 + ], + "opposite_logprob_tokens": [ + -6.128012657165527 + ], + "logprob_reward": -0.0030126445926725864, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0030126445926725864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0804353728890419, + 0.053751375526189804, + 0.04026345908641815, + 0.03938855230808258, + 0.02628576196730137, + 0.1001906469464302, + 0.018822351470589638, + 0.06288688629865646, + 0.027317920699715614, + 0.5506576895713806 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.0030126445926725864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001947650802321732 + ], + "opposite_logprob_tokens": [ + -6.25194787979126 + ], + "logprob_reward": -0.001947650802321732, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001947650802321732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10298353433609009, + 0.18294186890125275, + 0.04247017204761505, + 0.02744496986269951, + 0.04111297056078911, + 0.06861773133277893, + 0.11245570331811905, + 0.05012641102075577, + 0.042475778609514236, + 0.3293708562850952 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.001947650802321732 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002819731365889311 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.002819731365889311, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002819731365889311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14310596883296967, + 0.1400059163570404, + 0.04573103040456772, + 0.058299705386161804, + 0.06511431187391281, + 0.055368781089782715, + 0.0537053644657135, + 0.03560977429151535, + 0.029768366366624832, + 0.3732907474040985 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.002819731365889311 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180983141064644 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.018180983141064644, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018180983141064644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0700029730796814, + 0.08795744180679321, + 0.039766617119312286, + 0.05560056120157242, + 0.03304525837302208, + 0.09635993093252182, + 0.05333394929766655, + 0.08342467993497849, + 0.06729360669851303, + 0.4132149815559387 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.018180983141064644 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a static camera focused on a single stem of Mayaka fluviatilis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plant's leaves rendered in vibrant shades of lime and emerald green with simple, clean outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do golden sunlight patterns (caustics) dance across the plant and the sandy lakebed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves exhibit a smooth, rhythmic undulation of expanding and contracting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the edges of the leaves appear to softly glow due to the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014185662381350994 + ], + "opposite_logprob_tokens": [ + -4.264185428619385 + ], + "logprob_reward": -0.014185662381350994, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014185662381350994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1201862022280693, + 0.09950711578130722, + 0.06157172843813896, + 0.03433292359113693, + 0.04332643002271652, + 0.11419705301523209, + 0.1338062882423401, + 0.0461883507668972, + 0.02379368431866169, + 0.3230902850627899 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.014185662381350994 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_0/index_tensor([9587, 9587])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_0/index_tensor([9587, 9587])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..346d225a06ff40d225ab8564422c17f20e9c1dbe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_0/index_tensor([9587, 9587])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a cinematic wide shot rendered in a vibrant Pixar style, the camera slowly and steadily panning from left to right through a vast, magical underground cavern. The cavern walls are composed of dark, smooth rock, covered in a profusion of shimmering, multi-faceted crystals. These crystals jut out at varying angles, each facet capturing and refracting light, illuminating the vast space with a constant, ethereal glow. As the camera pans, it reveals a crystalline underground river flowing gently through the cavern's center, its calm waters creating soft, shimmering ripples on the surface. The riverbanks are lined with enormous bioluminescent mushrooms, with large, rounded caps and thick, sturdy stems; they pulsate rhythmically with the soft, shifting light, transitioning into a pastel palette of cool cyan, deep purple, and warm fuchsia. The pan continues across the water's surface, adorned with floating, luminescent blue water lilies, their translucent petals glowing from within. Each lily has a golden center at its heart, emitting a soft, warm, steady glow that casts dancing reflections on the water, creating an atmosphere of deep tranquility and enchanting wonder.", + "seed": 30337, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_0/index_9587_seed_30337_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08508408842608332, + "vlm_logprob": -0.08508408842608332, + "vlm_yes_no_margin": 3.650000011920929, + "vlm_token_credit": -0.08508408842608332, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34875649213790894 + ], + "opposite_logprob_tokens": [ + -1.2237565517425537 + ], + "logprob_reward": -0.34875649213790894, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.34875649213790894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24207623302936554, + 0.09932512044906616, + 0.12731729447841644, + 0.066022589802742, + 0.09696506708860397, + 0.024843888357281685, + 0.08658721297979355, + 0.10791386663913727, + 0.06481398642063141, + 0.08413472026586533 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.34875649213790894 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018201351165771484 + ], + "opposite_logprob_tokens": [ + -4.0182013511657715 + ], + "logprob_reward": -0.018201351165771484, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018201351165771484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1349126100540161, + 0.19067254662513733, + 0.2654692530632019, + 0.07460152357816696, + 0.07266215234994888, + 0.09698207676410675, + 0.029071135446429253, + 0.04185042530298233, + 0.04697319120168686, + 0.04680512100458145 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.018201351165771484 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021992563270032406 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.0021992563270032406, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021992563270032406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06824252009391785, + 0.09574209153652191, + 0.1255357712507248, + 0.05815985053777695, + 0.09988375008106232, + 0.0787266343832016, + 0.11514658480882645, + 0.25359854102134705, + 0.06287471204996109, + 0.04208951070904732 + ], + "top_frames": [ + 7, + 2, + 6 + ], + "selected_reward": -0.0021992563270032406 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018179696053266525 + ], + "opposite_logprob_tokens": [ + -4.018179893493652 + ], + "logprob_reward": -0.018179696053266525, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018179696053266525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07052390277385712, + 0.037739213556051254, + 0.08276151120662689, + 0.09083506464958191, + 0.0844910517334938, + 0.04649006202816963, + 0.09382588416337967, + 0.11402755230665207, + 0.3011243939399719, + 0.07818139344453812 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.018179696053266525 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038083646446466446 + ], + "opposite_logprob_tokens": [ + -3.288083553314209 + ], + "logprob_reward": -0.038083646446466446, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038083646446466446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09986301511526108, + 0.095903679728508, + 0.06034349650144577, + 0.10631594806909561, + 0.18125951290130615, + 0.0697392001748085, + 0.1425507813692093, + 0.0871586874127388, + 0.07204868644475937, + 0.08481699228286743 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.038083646446466446 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a cinematic wide shot rendered in a vibrant Pixar style, the camera slowly and steadily panning from left to right through a vast, magical underground cavern. The cavern walls are composed of dark, smooth rock, covered in a profusion of shimmering, multi-faceted crystals. These crystals jut out at varying angles, each facet capturing and refracting light, illuminating the vast space with a constant, ethereal glow. As the camera pans, it reveals a crystalline underground river flowing gently through the cavern's center, its calm waters creating soft, shimmering ripples on the surface. The riverbanks are lined with enormous bioluminescent mushrooms, with large, rounded caps and thick, sturdy stems; they pulsate rhythmically with the soft, shifting light, transitioning into a pastel palette of cool cyan, deep purple, and warm fuchsia. The pan continues across the water's surface, adorned with floating, luminescent blue water lilies, their translucent petals glowing from within. Each lily has a golden center at its heart, emitting a soft, warm, steady glow that casts dancing reflections on the water, creating an atmosphere of deep tranquility and enchanting wonder.", + "seed": 30338, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_0/index_9587_seed_30338_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11958096518646925, + "vlm_logprob": -0.11958096518646925, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.11958096518646925, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.523440957069397 + ], + "opposite_logprob_tokens": [ + -0.898440957069397 + ], + "logprob_reward": -0.523440957069397, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.523440957069397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07062206417322159, + 0.6280738711357117, + 0.12372275441884995, + 0.04519957676529884, + 0.026531219482421875, + 0.010571404360234737, + 0.024278055876493454, + 0.016498934477567673, + 0.03090214543044567, + 0.023599913343787193 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.523440957069397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108264084905386 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.01108264084905386, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108264084905386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0794883668422699, + 0.7266973257064819, + 0.06334122270345688, + 0.03381006792187691, + 0.019142724573612213, + 0.007154257968068123, + 0.020526202395558357, + 0.010062700137495995, + 0.025805719196796417, + 0.013971427455544472 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.01108264084905386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017145470483228564 + ], + "opposite_logprob_tokens": [ + -6.376714706420898 + ], + "logprob_reward": -0.0017145470483228564, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017145470483228564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0698656514286995, + 0.5422366261482239, + 0.07379910349845886, + 0.05037166550755501, + 0.04783931374549866, + 0.009320286102592945, + 0.02230156771838665, + 0.037231288850307465, + 0.11519400775432587, + 0.031840499490499496 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.0017145470483228564 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731452886015177 + ], + "opposite_logprob_tokens": [ + -5.0067315101623535 + ], + "logprob_reward": -0.006731452886015177, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731452886015177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028030915185809135, + 0.5892853736877441, + 0.16549944877624512, + 0.06539656966924667, + 0.04127383977174759, + 0.005558968521654606, + 0.01398010365664959, + 0.028455495834350586, + 0.04697949066758156, + 0.015539788641035557 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.006731452886015177 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493522807955742 + ], + "opposite_logprob_tokens": [ + -2.9299352169036865 + ], + "logprob_reward": -0.05493522807955742, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493522807955742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1218322142958641, + 0.3187568783760071, + 0.0889090895652771, + 0.0556267574429512, + 0.09868940711021423, + 0.04471036419272423, + 0.06838733702898026, + 0.05466018244624138, + 0.10917438566684723, + 0.03925342857837677 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.05493522807955742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a cinematic wide shot rendered in a vibrant Pixar style, the camera slowly and steadily panning from left to right through a vast, magical underground cavern. The cavern walls are composed of dark, smooth rock, covered in a profusion of shimmering, multi-faceted crystals. These crystals jut out at varying angles, each facet capturing and refracting light, illuminating the vast space with a constant, ethereal glow. As the camera pans, it reveals a crystalline underground river flowing gently through the cavern's center, its calm waters creating soft, shimmering ripples on the surface. The riverbanks are lined with enormous bioluminescent mushrooms, with large, rounded caps and thick, sturdy stems; they pulsate rhythmically with the soft, shifting light, transitioning into a pastel palette of cool cyan, deep purple, and warm fuchsia. The pan continues across the water's surface, adorned with floating, luminescent blue water lilies, their translucent petals glowing from within. Each lily has a golden center at its heart, emitting a soft, warm, steady glow that casts dancing reflections on the water, creating an atmosphere of deep tranquility and enchanting wonder.", + "seed": 30339, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_0/index_9587_seed_30339_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04537852443754673, + "vlm_logprob": -0.04537852443754673, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.04537852443754673, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08921284228563309 + ], + "opposite_logprob_tokens": [ + -2.4642128944396973 + ], + "logprob_reward": -0.08921284228563309, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08921284228563309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09513471275568008, + 0.22338561713695526, + 0.10130325704813004, + 0.0640314593911171, + 0.10764474421739578, + 0.08272795379161835, + 0.09173920750617981, + 0.05593433976173401, + 0.11271429061889648, + 0.0653844028711319 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.08921284228563309 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078339889645576 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.016078339889645576, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078339889645576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14649692177772522, + 0.08664733916521072, + 0.07503995299339294, + 0.07925066351890564, + 0.0661872923374176, + 0.1274910867214203, + 0.15133585035800934, + 0.06896848231554031, + 0.09600141644477844, + 0.10258091241121292 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.016078339889645576 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252964794635773 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.005252964794635773, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252964794635773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26950395107269287, + 0.2993350327014923, + 0.04566548019647598, + 0.04530007392168045, + 0.04135045409202576, + 0.04317191615700722, + 0.03667333722114563, + 0.03676186874508858, + 0.11022255569696426, + 0.07201530039310455 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.005252964794635773 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606273651123047 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.01606273651123047, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606273651123047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03953920677304268, + 0.05699340999126434, + 0.018710600212216377, + 0.05461449176073074, + 0.06033889576792717, + 0.034024208784103394, + 0.2712038457393646, + 0.07577716559171677, + 0.2204611897468567, + 0.16833700239658356 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.01606273651123047 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028573870658875 + ], + "opposite_logprob_tokens": [ + -2.350285768508911 + ], + "logprob_reward": -0.10028573870658875, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028573870658875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11378965526819229, + 0.15534721314907074, + 0.056747183203697205, + 0.08905044943094254, + 0.2931182086467743, + 0.04688455909490585, + 0.047570355236530304, + 0.07232637703418732, + 0.051863089203834534, + 0.07330285757780075 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.10028573870658875 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a cinematic wide shot rendered in a vibrant Pixar style, the camera slowly and steadily panning from left to right through a vast, magical underground cavern. The cavern walls are composed of dark, smooth rock, covered in a profusion of shimmering, multi-faceted crystals. These crystals jut out at varying angles, each facet capturing and refracting light, illuminating the vast space with a constant, ethereal glow. As the camera pans, it reveals a crystalline underground river flowing gently through the cavern's center, its calm waters creating soft, shimmering ripples on the surface. The riverbanks are lined with enormous bioluminescent mushrooms, with large, rounded caps and thick, sturdy stems; they pulsate rhythmically with the soft, shifting light, transitioning into a pastel palette of cool cyan, deep purple, and warm fuchsia. The pan continues across the water's surface, adorned with floating, luminescent blue water lilies, their translucent petals glowing from within. Each lily has a golden center at its heart, emitting a soft, warm, steady glow that casts dancing reflections on the water, creating an atmosphere of deep tranquility and enchanting wonder.", + "seed": 30340, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_0/index_9587_seed_30340_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1524429563432932, + "vlm_logprob": -0.1524429563432932, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.1524429563432932, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6329803466796875 + ], + "opposite_logprob_tokens": [ + -0.7579803466796875 + ], + "logprob_reward": -0.6329803466796875, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6329803466796875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2156948447227478, + 0.09312300384044647, + 0.13320064544677734, + 0.1953856199979782, + 0.06827658414840698, + 0.0392284020781517, + 0.10292273759841919, + 0.031199121847748756, + 0.03621946647763252, + 0.08474960923194885 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.6329803466796875 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043084751814603806 + ], + "opposite_logprob_tokens": [ + -3.1680848598480225 + ], + "logprob_reward": -0.043084751814603806, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043084751814603806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19487407803535461, + 0.10245054215192795, + 0.11156594008207321, + 0.09881579875946045, + 0.15927664935588837, + 0.06839803606271744, + 0.06542223691940308, + 0.13830994069576263, + 0.024083975702524185, + 0.036802805960178375 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.043084751814603806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616699017584324 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.003616699017584324, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616699017584324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15818911790847778, + 0.1898038536310196, + 0.052255358546972275, + 0.07767625898122787, + 0.15682001411914825, + 0.10933725535869598, + 0.06481117755174637, + 0.10782310366630554, + 0.03641538321971893, + 0.0468684546649456 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.003616699017584324 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534175999462605 + ], + "opposite_logprob_tokens": [ + -4.387534141540527 + ], + "logprob_reward": -0.012534175999462605, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534175999462605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13826240599155426, + 0.1512981802225113, + 0.03828469663858414, + 0.3651786744594574, + 0.07749047875404358, + 0.05704423785209656, + 0.05500166490674019, + 0.04453212395310402, + 0.0309002622961998, + 0.0420072078704834 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.012534175999462605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast underground cavern with dark, smooth rock walls covered in shimmering, multi-faceted crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a crystalline underground river flowing through the center of the cavern with soft, shimmering ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are enormous bioluminescent mushrooms with large, rounded caps and thick stems visible along the riverbanks, pulsating with cyan, purple, and fuchsia light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are floating, luminescent blue water lilies with translucent petals and golden centers visible on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily pan from left to right throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999880820512772 + ], + "opposite_logprob_tokens": [ + -2.6949987411499023 + ], + "logprob_reward": -0.06999880820512772, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999880820512772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15564224123954773, + 0.10038208961486816, + 0.04204348474740982, + 0.09748204052448273, + 0.09445119649171829, + 0.1159382164478302, + 0.21536853909492493, + 0.13149771094322205, + 0.017838915809988976, + 0.029355566948652267 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.06999880820512772 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_1/index_tensor([4, 4])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_1/index_tensor([4, 4])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7fff452cb24f0d3e2ed0afb4fef3bd08a193d909 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_1/index_tensor([4, 4])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The slow, deliberate dollop begins with a slightly low-angle medium shot, immersing the viewer in a room defined by dramatic, high-contrast black and white lighting. The setting is a dimly lit study, where a single, harsh light source from the side carves deep, sharp shadows into the dark wood paneled walls and illuminates the dust swirling in the tense air. At the center of the frame, a figure, their identity obscured by shadow, yet their form tense with energy, rests their hands firmly on the edge of a heavy, sturdy mahogany table. With a sudden burst of raw power, they thrust the table forward; its legs shriek and groan as they scrape against the hardwood floor. The sudden movement causes a stack of thick, leather-bound books to tumble from their polished surface, their pages fluttering in mid-air before scattering and crashing to the floor in a moment of explosive, controlled chaos. The camera's steady, relentless advance into the action heightens the palpable atmosphere of frustration and anger, focusing the viewer's attention on the raw force of the shove and its destructive consequences.", + "seed": 29769, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_1/index_4_seed_29769_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03700629435479641, + "vlm_logprob": -0.03700629435479641, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.03700629435479641, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014456415548920631 + ], + "opposite_logprob_tokens": [ + -4.264456272125244 + ], + "logprob_reward": -0.014456415548920631, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014456415548920631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1996103823184967, + 0.04053834080696106, + 0.017294714227318764, + 0.08877560496330261, + 0.1512160450220108, + 0.1331336349248886, + 0.04582354798913002, + 0.10193737596273422, + 0.1679782271385193, + 0.053692176938056946 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.014456415548920631 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003655269742012 + ], + "opposite_logprob_tokens": [ + -2.35036563873291 + ], + "logprob_reward": -0.1003655269742012, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003655269742012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1995272934436798, + 0.069186732172966, + 0.028319180011749268, + 0.30189189314842224, + 0.09493257105350494, + 0.033117104321718216, + 0.03331122547388077, + 0.0463118813931942, + 0.08937367796897888, + 0.10402847081422806 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.1003655269742012 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033696603029966354 + ], + "opposite_logprob_tokens": [ + -3.4086966514587402 + ], + "logprob_reward": -0.033696603029966354, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033696603029966354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14755406975746155, + 0.04419141262769699, + 0.016032526269555092, + 0.0452817939221859, + 0.0630047544836998, + 0.05946101248264313, + 0.036639608442783356, + 0.21266326308250427, + 0.20218218863010406, + 0.1729893833398819 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.033696603029966354 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733465939760208 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733465939760208, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733465939760208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08736297488212585, + 0.10602550953626633, + 0.024286387488245964, + 0.03691990673542023, + 0.07714958488941193, + 0.03326679766178131, + 0.08213265240192413, + 0.15834663808345795, + 0.2721504271030426, + 0.12235903739929199 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.006733465939760208 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02977946028113365 + ], + "opposite_logprob_tokens": [ + -3.5297794342041016 + ], + "logprob_reward": -0.02977946028113365, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02977946028113365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0755048617720604, + 0.057044900953769684, + 0.02260986901819706, + 0.06882438063621521, + 0.0735095888376236, + 0.07303855568170547, + 0.09349332004785538, + 0.282108336687088, + 0.1414528787136078, + 0.11241327226161957 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.02977946028113365 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The slow, deliberate dollop begins with a slightly low-angle medium shot, immersing the viewer in a room defined by dramatic, high-contrast black and white lighting. The setting is a dimly lit study, where a single, harsh light source from the side carves deep, sharp shadows into the dark wood paneled walls and illuminates the dust swirling in the tense air. At the center of the frame, a figure, their identity obscured by shadow, yet their form tense with energy, rests their hands firmly on the edge of a heavy, sturdy mahogany table. With a sudden burst of raw power, they thrust the table forward; its legs shriek and groan as they scrape against the hardwood floor. The sudden movement causes a stack of thick, leather-bound books to tumble from their polished surface, their pages fluttering in mid-air before scattering and crashing to the floor in a moment of explosive, controlled chaos. The camera's steady, relentless advance into the action heightens the palpable atmosphere of frustration and anger, focusing the viewer's attention on the raw force of the shove and its destructive consequences.", + "seed": 29770, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_1/index_4_seed_29770_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07755985911935567, + "vlm_logprob": -0.07755985911935567, + "vlm_yes_no_margin": 2.975000023841858, + "vlm_token_credit": -0.07755985911935567, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16189570724964142 + ], + "opposite_logprob_tokens": [ + -1.911895751953125 + ], + "logprob_reward": -0.16189570724964142, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16189570724964142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14196765422821045, + 0.03290991112589836, + 0.07331573218107224, + 0.07045695185661316, + 0.205644890666008, + 0.11003898084163666, + 0.18208274245262146, + 0.035880617797374725, + 0.09702408313751221, + 0.05067849159240723 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.16189570724964142 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14288963377475739 + ], + "opposite_logprob_tokens": [ + -2.0178897380828857 + ], + "logprob_reward": -0.14288963377475739, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14288963377475739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08537626266479492, + 0.04100107401609421, + 0.05596810206770897, + 0.038679227232933044, + 0.14872698485851288, + 0.23612946271896362, + 0.13048797845840454, + 0.03248993679881096, + 0.08100830018520355, + 0.1501326858997345 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.14288963377475739 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865773022174835 + ], + "opposite_logprob_tokens": [ + -3.0486576557159424 + ], + "logprob_reward": -0.04865773022174835, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865773022174835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05664823576807976, + 0.04652636498212814, + 0.029097819700837135, + 0.14492583274841309, + 0.22504310309886932, + 0.11423765122890472, + 0.11096244305372238, + 0.1490289866924286, + 0.08600252121686935, + 0.03752707317471504 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.04865773022174835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078632436692715 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078632436692715, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078632436692715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07012678682804108, + 0.03638608381152153, + 0.058894313871860504, + 0.13051366806030273, + 0.18345634639263153, + 0.10539181530475616, + 0.19204071164131165, + 0.08587370067834854, + 0.10019870102405548, + 0.03711780160665512 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.011078632436692715 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023277591913938522 + ], + "opposite_logprob_tokens": [ + -3.773277521133423 + ], + "logprob_reward": -0.023277591913938522, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023277591913938522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04330187663435936, + 0.07279756665229797, + 0.035000305622816086, + 0.18373437225818634, + 0.11989397555589676, + 0.1339583396911621, + 0.2741432785987854, + 0.04662059620022774, + 0.06287067383527756, + 0.0276789590716362 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.023277591913938522 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The slow, deliberate dollop begins with a slightly low-angle medium shot, immersing the viewer in a room defined by dramatic, high-contrast black and white lighting. The setting is a dimly lit study, where a single, harsh light source from the side carves deep, sharp shadows into the dark wood paneled walls and illuminates the dust swirling in the tense air. At the center of the frame, a figure, their identity obscured by shadow, yet their form tense with energy, rests their hands firmly on the edge of a heavy, sturdy mahogany table. With a sudden burst of raw power, they thrust the table forward; its legs shriek and groan as they scrape against the hardwood floor. The sudden movement causes a stack of thick, leather-bound books to tumble from their polished surface, their pages fluttering in mid-air before scattering and crashing to the floor in a moment of explosive, controlled chaos. The camera's steady, relentless advance into the action heightens the palpable atmosphere of frustration and anger, focusing the viewer's attention on the raw force of the shove and its destructive consequences.", + "seed": 29771, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_1/index_4_seed_29771_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0627837204374373, + "vlm_logprob": -0.0627837204374373, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.0627837204374373, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021899310871958733 + ], + "opposite_logprob_tokens": [ + -3.8968992233276367 + ], + "logprob_reward": -0.021899310871958733, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021899310871958733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16446161270141602, + 0.04420618340373039, + 0.04927404597401619, + 0.07231859862804413, + 0.06510092318058014, + 0.27622199058532715, + 0.08422736078500748, + 0.14110060036182404, + 0.05360935628414154, + 0.04947934299707413 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.021899310871958733 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252183735370636 + ], + "opposite_logprob_tokens": [ + -1.5021836757659912 + ], + "logprob_reward": -0.252183735370636, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252183735370636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24449636042118073, + 0.057763952761888504, + 0.04235289245843887, + 0.03882148489356041, + 0.0672774612903595, + 0.10214821249246597, + 0.08313696831464767, + 0.15233612060546875, + 0.15481366217136383, + 0.056852929294109344 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.252183735370636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607106626033783 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.01607106626033783, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607106626033783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11494180560112, + 0.03894813731312752, + 0.02984117530286312, + 0.057163745164871216, + 0.08024918287992477, + 0.08475068211555481, + 0.15884153544902802, + 0.21625597774982452, + 0.10529022663831711, + 0.11371749639511108 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.01607106626033783 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003193043638020754 + ], + "opposite_logprob_tokens": [ + -5.753192901611328 + ], + "logprob_reward": -0.003193043638020754, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003193043638020754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1095833107829094, + 0.03322995454072952, + 0.039136212319135666, + 0.06549929082393646, + 0.1537475436925888, + 0.14074024558067322, + 0.10006289929151535, + 0.18221049010753632, + 0.06038811057806015, + 0.11540204286575317 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.003193043638020754 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020571446046233177 + ], + "opposite_logprob_tokens": [ + -3.89557147026062 + ], + "logprob_reward": -0.020571446046233177, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020571446046233177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08455436676740646, + 0.03060952201485634, + 0.033353354781866074, + 0.05521174147725105, + 0.09233012050390244, + 0.09059218317270279, + 0.17974328994750977, + 0.13032934069633484, + 0.08611499518156052, + 0.2171611189842224 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.020571446046233177 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The slow, deliberate dollop begins with a slightly low-angle medium shot, immersing the viewer in a room defined by dramatic, high-contrast black and white lighting. The setting is a dimly lit study, where a single, harsh light source from the side carves deep, sharp shadows into the dark wood paneled walls and illuminates the dust swirling in the tense air. At the center of the frame, a figure, their identity obscured by shadow, yet their form tense with energy, rests their hands firmly on the edge of a heavy, sturdy mahogany table. With a sudden burst of raw power, they thrust the table forward; its legs shriek and groan as they scrape against the hardwood floor. The sudden movement causes a stack of thick, leather-bound books to tumble from their polished surface, their pages fluttering in mid-air before scattering and crashing to the floor in a moment of explosive, controlled chaos. The camera's steady, relentless advance into the action heightens the palpable atmosphere of frustration and anger, focusing the viewer's attention on the raw force of the shove and its destructive consequences.", + "seed": 29772, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_1/index_4_seed_29772_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029373687971383334, + "vlm_logprob": -0.029373687971383334, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.029373687971383334, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04580714553594589 + ], + "opposite_logprob_tokens": [ + -3.170807123184204 + ], + "logprob_reward": -0.04580714553594589, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04580714553594589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16368091106414795, + 0.05374344438314438, + 0.11976999789476395, + 0.25714653730392456, + 0.06196622923016548, + 0.17870375514030457, + 0.036426957696676254, + 0.054401759058237076, + 0.030413588508963585, + 0.04374682530760765 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.04580714553594589 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023326506838202477 + ], + "opposite_logprob_tokens": [ + -3.7733263969421387 + ], + "logprob_reward": -0.023326506838202477, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023326506838202477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10113231837749481, + 0.047696493566036224, + 0.031075013801455498, + 0.1731935441493988, + 0.2856423854827881, + 0.24227118492126465, + 0.03244544938206673, + 0.021962231025099754, + 0.02547953836619854, + 0.03910190612077713 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.023326506838202477 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370478376746178 + ], + "opposite_logprob_tokens": [ + -3.4087047576904297 + ], + "logprob_reward": -0.03370478376746178, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370478376746178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1983642578125, + 0.03309853747487068, + 0.0981072410941124, + 0.06665370613336563, + 0.06714753061532974, + 0.24336498975753784, + 0.08109045773744583, + 0.10642649978399277, + 0.034725405275821686, + 0.07102145999670029 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.03370478376746178 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947392899543047 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947392899543047, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947392899543047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10275273770093918, + 0.031423911452293396, + 0.0448162704706192, + 0.05814296007156372, + 0.12824216485023499, + 0.3894796669483185, + 0.04810195788741112, + 0.044630490243434906, + 0.046568453311920166, + 0.10584133863449097 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.005947392899543047 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit study with dark wood paneled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting high-contrast black and white with a single harsh side light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a figure thrust a heavy mahogany table forward, causing it to scrape against the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thick leather-bound books tumble from the table and scatter onto the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera advance steadily and relentlessly into the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038082610815763474 + ], + "opposite_logprob_tokens": [ + -3.2880825996398926 + ], + "logprob_reward": -0.038082610815763474, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038082610815763474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16502606868743896, + 0.04011456295847893, + 0.059736356139183044, + 0.06623761355876923, + 0.10118652880191803, + 0.36354148387908936, + 0.055361293256282806, + 0.027820058166980743, + 0.027608327567577362, + 0.09336769580841064 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.038082610815763474 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_10/index_tensor([5353, 5353])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_10/index_tensor([5353, 5353])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7f78a7aa2b4bff527edcafca817818a6b6805c1f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_10/index_tensor([5353, 5353])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures a young woman and a young man engaged in a lively conversation on a wide, sun-drenched concrete sidewalk. The man, with short, unkempt dark brown hair, is dressed in a simple olive green cotton T-shirt and dark jeans. He speaks animatedly, leaning slightly forward and actively using his hands to express his views, fingers spread and palms open in broad, expressive gestures. Across from him, a woman with long, honey-blond hair listens intently. She is wearing a lightweight, sleeveless summer dress with a delicate floral pattern. A genuine smile graces her lips as she raises one hand, tilting her head curiously, her fingers lightly touching her chin in a thoughtful pose. The bright, direct midday sunlight casts sharp, dark shadows on the pale gray concrete and creates bright highlights in their hair and the fabric of their clothing. Against the softly blurred background, the warm brick facades of the city buildings and the speckled green leaves of the street-side trees are visible, creating an atmosphere of vibrant energy, joy, and profound connection.", + "seed": 10373, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_10/index_5353_seed_10373_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03966651298105717, + "vlm_logprob": -0.03966651298105717, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.03966651298105717, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027064772322773933 + ], + "opposite_logprob_tokens": [ + -3.652064800262451 + ], + "logprob_reward": -0.027064772322773933, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027064772322773933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.186163067817688, + 0.1734236627817154, + 0.06226792559027672, + 0.06445319205522537, + 0.20754024386405945, + 0.08969513326883316, + 0.03579290211200714, + 0.05257951468229294, + 0.037210240960121155, + 0.0908740758895874 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.027064772322773933 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029814867302775383 + ], + "opposite_logprob_tokens": [ + -3.5298149585723877 + ], + "logprob_reward": -0.029814867302775383, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029814867302775383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16622069478034973, + 0.25651803612709045, + 0.06925502419471741, + 0.04384048283100128, + 0.21268481016159058, + 0.03210121765732765, + 0.03309911489486694, + 0.04342642426490784, + 0.05903240665793419, + 0.0838218480348587 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.029814867302775383 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023295527324080467 + ], + "opposite_logprob_tokens": [ + -3.7732956409454346 + ], + "logprob_reward": -0.023295527324080467, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023295527324080467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1224793940782547, + 0.5457585453987122, + 0.032947469502687454, + 0.023073501884937286, + 0.11437176913022995, + 0.02302497811615467, + 0.0386495515704155, + 0.021038532257080078, + 0.022331396117806435, + 0.05632484331727028 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.023295527324080467 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291083693504333 + ], + "opposite_logprob_tokens": [ + -2.237910747528076 + ], + "logprob_reward": -0.11291083693504333, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291083693504333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08173888921737671, + 0.6137692928314209, + 0.021047668531537056, + 0.01857028901576996, + 0.08843781799077988, + 0.012742932885885239, + 0.027035478502511978, + 0.053508974611759186, + 0.0315178781747818, + 0.051630884408950806 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.11291083693504333 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005246561020612717 + ], + "opposite_logprob_tokens": [ + -5.255246639251709 + ], + "logprob_reward": -0.005246561020612717, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005246561020612717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10548260807991028, + 0.40549609065055847, + 0.0338851623237133, + 0.0193971935659647, + 0.14748713374137878, + 0.03955422341823578, + 0.01957649178802967, + 0.17643798887729645, + 0.024762267246842384, + 0.027920780703425407 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.005246561020612717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a young woman and a young man engaged in a lively conversation on a wide, sun-drenched concrete sidewalk. The man, with short, unkempt dark brown hair, is dressed in a simple olive green cotton T-shirt and dark jeans. He speaks animatedly, leaning slightly forward and actively using his hands to express his views, fingers spread and palms open in broad, expressive gestures. Across from him, a woman with long, honey-blond hair listens intently. She is wearing a lightweight, sleeveless summer dress with a delicate floral pattern. A genuine smile graces her lips as she raises one hand, tilting her head curiously, her fingers lightly touching her chin in a thoughtful pose. The bright, direct midday sunlight casts sharp, dark shadows on the pale gray concrete and creates bright highlights in their hair and the fabric of their clothing. Against the softly blurred background, the warm brick facades of the city buildings and the speckled green leaves of the street-side trees are visible, creating an atmosphere of vibrant energy, joy, and profound connection.", + "seed": 10374, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_10/index_5353_seed_10374_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03925263117998838, + "vlm_logprob": -0.03925263117998838, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.03925263117998838, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08025366812944412 + ], + "opposite_logprob_tokens": [ + -2.5802536010742188 + ], + "logprob_reward": -0.08025366812944412, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08025366812944412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10470277070999146, + 0.16703546047210693, + 0.0908949077129364, + 0.12063970416784286, + 0.03501046821475029, + 0.1804019808769226, + 0.050344377756118774, + 0.037867628037929535, + 0.14923693239688873, + 0.06386565417051315 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.08025366812944412 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204979598522186 + ], + "opposite_logprob_tokens": [ + -4.018205165863037 + ], + "logprob_reward": -0.018204979598522186, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018204979598522186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11715758591890335, + 0.24483884871006012, + 0.08331184089183807, + 0.11712772399187088, + 0.055618006736040115, + 0.09056705981492996, + 0.06842885911464691, + 0.06785720586776733, + 0.10285844653844833, + 0.052234381437301636 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.018204979598522186 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205524697899818 + ], + "opposite_logprob_tokens": [ + -4.264205455780029 + ], + "logprob_reward": -0.014205524697899818, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205524697899818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07211467623710632, + 0.443837970495224, + 0.09134726226329803, + 0.0697515457868576, + 0.04116971418261528, + 0.044889479875564575, + 0.04635503515601158, + 0.09835906326770782, + 0.04923258349299431, + 0.042942650616168976 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.014205524697899818 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896652817726135 + ], + "opposite_logprob_tokens": [ + -2.5789666175842285 + ], + "logprob_reward": -0.07896652817726135, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896652817726135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.091913141310215, + 0.12530887126922607, + 0.09552118927240372, + 0.28170159459114075, + 0.07211274653673172, + 0.07203241437673569, + 0.12697520852088928, + 0.0360727533698082, + 0.049134574830532074, + 0.0492275170981884 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.07896652817726135 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632455296814442 + ], + "opposite_logprob_tokens": [ + -5.379632472991943 + ], + "logprob_reward": -0.004632455296814442, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632455296814442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16073186695575714, + 0.08408977836370468, + 0.08485068380832672, + 0.2705146074295044, + 0.07289593666791916, + 0.03333587199449539, + 0.08749262988567352, + 0.03675849363207817, + 0.08725795149803162, + 0.08207214623689651 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.004632455296814442 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a young woman and a young man engaged in a lively conversation on a wide, sun-drenched concrete sidewalk. The man, with short, unkempt dark brown hair, is dressed in a simple olive green cotton T-shirt and dark jeans. He speaks animatedly, leaning slightly forward and actively using his hands to express his views, fingers spread and palms open in broad, expressive gestures. Across from him, a woman with long, honey-blond hair listens intently. She is wearing a lightweight, sleeveless summer dress with a delicate floral pattern. A genuine smile graces her lips as she raises one hand, tilting her head curiously, her fingers lightly touching her chin in a thoughtful pose. The bright, direct midday sunlight casts sharp, dark shadows on the pale gray concrete and creates bright highlights in their hair and the fabric of their clothing. Against the softly blurred background, the warm brick facades of the city buildings and the speckled green leaves of the street-side trees are visible, creating an atmosphere of vibrant energy, joy, and profound connection.", + "seed": 10375, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_10/index_5353_seed_10375_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0571222304366529, + "vlm_logprob": -0.0571222304366529, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.0571222304366529, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06369756907224655 + ], + "opposite_logprob_tokens": [ + -2.813697576522827 + ], + "logprob_reward": -0.06369756907224655, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06369756907224655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3188391625881195, + 0.1111125648021698, + 0.18606287240982056, + 0.03589256852865219, + 0.015890099108219147, + 0.025380270555615425, + 0.03548777103424072, + 0.03817291185259819, + 0.21104605495929718, + 0.022115709260106087 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.06369756907224655 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038120824843645096 + ], + "opposite_logprob_tokens": [ + -3.288120746612549 + ], + "logprob_reward": -0.038120824843645096, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038120824843645096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4657534062862396, + 0.11715690046548843, + 0.05530250445008278, + 0.15106002986431122, + 0.06715154647827148, + 0.017771806567907333, + 0.03396032750606537, + 0.03367124870419502, + 0.03072706051170826, + 0.027445156127214432 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.038120824843645096 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192337825894356 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192337825894356, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018192337825894356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6492764949798584, + 0.05654297396540642, + 0.12269768863916397, + 0.030369775369763374, + 0.024755166843533516, + 0.015350895002484322, + 0.04762325808405876, + 0.018071124330163002, + 0.023851880803704262, + 0.011460701003670692 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.018192337825894356 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035196185112 + ], + "opposite_logprob_tokens": [ + -1.9103519916534424 + ], + "logprob_reward": -0.16035196185112, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035196185112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5226083993911743, + 0.06000162661075592, + 0.02733885869383812, + 0.020144449546933174, + 0.012908258475363255, + 0.013005365617573261, + 0.012758346274495125, + 0.042934026569128036, + 0.27734288573265076, + 0.010957838967442513 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.16035196185112 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248458590358496 + ], + "opposite_logprob_tokens": [ + -5.255248546600342 + ], + "logprob_reward": -0.005248458590358496, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248458590358496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.613437831401825, + 0.07790388911962509, + 0.019077233970165253, + 0.016958171501755714, + 0.016959495842456818, + 0.01331237144768238, + 0.010913986712694168, + 0.07541283220052719, + 0.13599437475204468, + 0.0200298260897398 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.005248458590358496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a young woman and a young man engaged in a lively conversation on a wide, sun-drenched concrete sidewalk. The man, with short, unkempt dark brown hair, is dressed in a simple olive green cotton T-shirt and dark jeans. He speaks animatedly, leaning slightly forward and actively using his hands to express his views, fingers spread and palms open in broad, expressive gestures. Across from him, a woman with long, honey-blond hair listens intently. She is wearing a lightweight, sleeveless summer dress with a delicate floral pattern. A genuine smile graces her lips as she raises one hand, tilting her head curiously, her fingers lightly touching her chin in a thoughtful pose. The bright, direct midday sunlight casts sharp, dark shadows on the pale gray concrete and creates bright highlights in their hair and the fabric of their clothing. Against the softly blurred background, the warm brick facades of the city buildings and the speckled green leaves of the street-side trees are visible, creating an atmosphere of vibrant energy, joy, and profound connection.", + "seed": 10376, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_10/index_5353_seed_10376_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01955901775509119, + "vlm_logprob": -0.01955901775509119, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.01955901775509119, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027263851836323738 + ], + "opposite_logprob_tokens": [ + -3.652263879776001 + ], + "logprob_reward": -0.027263851836323738, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027263851836323738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17635805904865265, + 0.08364670723676682, + 0.04350052401423454, + 0.042420823127031326, + 0.1220964565873146, + 0.03946782648563385, + 0.0980299636721611, + 0.11925224959850311, + 0.19532981514930725, + 0.07989749312400818 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.027263851836323738 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549244798719883 + ], + "opposite_logprob_tokens": [ + -4.38754940032959 + ], + "logprob_reward": -0.012549244798719883, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549244798719883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09937752783298492, + 0.04673844948410988, + 0.04141310974955559, + 0.045768193900585175, + 0.07553929835557938, + 0.08848259598016739, + 0.04050285369157791, + 0.1874035745859146, + 0.3339364230632782, + 0.04083795100450516 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.012549244798719883 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253913346678019 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253913346678019, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253913346678019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14720050990581512, + 0.052809879183769226, + 0.03824713081121445, + 0.061087608337402344, + 0.1515384018421173, + 0.04409065842628479, + 0.053468622267246246, + 0.12351926416158676, + 0.27034464478492737, + 0.057693272829055786 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.005253913346678019 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863910749554634 + ], + "opposite_logprob_tokens": [ + -3.0486390590667725 + ], + "logprob_reward": -0.04863910749554634, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863910749554634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1657666712999344, + 0.06664376705884933, + 0.051999546587467194, + 0.14069199562072754, + 0.07161332666873932, + 0.047493357211351395, + 0.05287080258131027, + 0.12924860417842865, + 0.20573486387729645, + 0.06793702393770218 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.04863910749554634 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium shot featuring a young woman and a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing an olive green cotton T-shirt and dark jeans with short, unkempt dark brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lightweight, sleeveless summer dress with a delicate floral pattern and has long, honey-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters engaged in a lively conversation on a wide, sun-drenched concrete sidewalk with sharp shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred scene showing warm brick facades and speckled green leaves of street-side trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004088971298187971 + ], + "opposite_logprob_tokens": [ + -5.504088878631592 + ], + "logprob_reward": -0.004088971298187971, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004088971298187971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1519431322813034, + 0.07621517032384872, + 0.05252191051840782, + 0.07457184791564941, + 0.07842522859573364, + 0.046517569571733475, + 0.06386958062648773, + 0.1478060632944107, + 0.24636399745941162, + 0.06176545098423958 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.004088971298187971 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_11/index_tensor([2523, 2523])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_11/index_tensor([2523, 2523])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..76f4521c2828c6dc73eb52aee7c2c707011b10ec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_11/index_tensor([2523, 2523])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a slightly upward angle from the passenger seat, focuses on a determined East Asian woman at the wheel of a futuristic, neon-lit city. Her shoulder-length black hair flutters slightly in the rapid movement, her jawline taut, her lips pursed, her eyes fixed intently on the road ahead. Her hands, clad in fingerless black leather gloves, their knuckles white with exertion, grip the sporty steering wheel firmly and steadily. She wears a fitted dark leather jacket, its lapels and zipper gleaming with intermittent, cool hues in the passing neon lights. Through the car window, towering skyscrapers and dense billboards race past, their vibrant neon lights—primarily magenta, cyan, and electric blue—casting long, motion-blurred shadows on the slippery asphalt. These shifting lights intermittently sweep across her face and the interior of the car, interweaving with the soft red glow of the dashboard, highlighting her focused silhouette. The entire image takes on the quality of highly clear, color-saturated digital art, with every detail razor-sharp, creating an atmosphere of tension, focus, and a futuristic sense of technology.", + "seed": 24983, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_11/index_2523_seed_24983_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20888230996206403, + "vlm_logprob": -0.20888230996206403, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.20888230996206403, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03683984652161598 + ], + "opposite_logprob_tokens": [ + -3.4118399620056152 + ], + "logprob_reward": -0.03683984652161598, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03683984652161598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09199516475200653, + 0.09501128643751144, + 0.0386141762137413, + 0.03649050369858742, + 0.06116893142461777, + 0.055056605488061905, + 0.10506778955459595, + 0.06465879827737808, + 0.32751327753067017, + 0.1244235560297966 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.03683984652161598 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640995249152184 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640995249152184, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640995249152184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09442542493343353, + 0.2336721271276474, + 0.0332929864525795, + 0.031141407787799835, + 0.021583959460258484, + 0.02727913297712803, + 0.058614425361156464, + 0.07145510613918304, + 0.3385663628578186, + 0.08996912837028503 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.008640995249152184 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579738542437553 + ], + "opposite_logprob_tokens": [ + -3.8955798149108887 + ], + "logprob_reward": -0.020579738542437553, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579738542437553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15095612406730652, + 0.21091242134571075, + 0.058990538120269775, + 0.04209223762154579, + 0.038745343685150146, + 0.020573776215314865, + 0.05812882259488106, + 0.17692476511001587, + 0.13803860545158386, + 0.10463735461235046 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.020579738542437553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004089208785444498 + ], + "opposite_logprob_tokens": [ + -5.50408935546875 + ], + "logprob_reward": -0.004089208785444498, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004089208785444498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1542365401983261, + 0.05339200049638748, + 0.0605238601565361, + 0.09918612241744995, + 0.04469665512442589, + 0.033032700419425964, + 0.0895332545042038, + 0.2360256165266037, + 0.0975269004702568, + 0.13184639811515808 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.004089208785444498 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742617607116699 + ], + "opposite_logprob_tokens": [ + -0.47426173090934753 + ], + "logprob_reward": -0.9742617607116699, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742617607116699, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13991504907608032, + 0.06295526772737503, + 0.06024859845638275, + 0.137162983417511, + 0.05991961061954498, + 0.04929734766483307, + 0.07293514907360077, + 0.15221500396728516, + 0.20817239582538605, + 0.057178568094968796 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.9742617607116699 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle from the passenger seat, focuses on a determined East Asian woman at the wheel of a futuristic, neon-lit city. Her shoulder-length black hair flutters slightly in the rapid movement, her jawline taut, her lips pursed, her eyes fixed intently on the road ahead. Her hands, clad in fingerless black leather gloves, their knuckles white with exertion, grip the sporty steering wheel firmly and steadily. She wears a fitted dark leather jacket, its lapels and zipper gleaming with intermittent, cool hues in the passing neon lights. Through the car window, towering skyscrapers and dense billboards race past, their vibrant neon lights—primarily magenta, cyan, and electric blue—casting long, motion-blurred shadows on the slippery asphalt. These shifting lights intermittently sweep across her face and the interior of the car, interweaving with the soft red glow of the dashboard, highlighting her focused silhouette. The entire image takes on the quality of highly clear, color-saturated digital art, with every detail razor-sharp, creating an atmosphere of tension, focus, and a futuristic sense of technology.", + "seed": 24984, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_11/index_2523_seed_24984_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19983100704848766, + "vlm_logprob": -0.19983100704848766, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.19983100704848766, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029518380761146545 + ], + "opposite_logprob_tokens": [ + -3.6545183658599854 + ], + "logprob_reward": -0.029518380761146545, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029518380761146545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18077117204666138, + 0.06364896148443222, + 0.06930027902126312, + 0.06984691321849823, + 0.05784111097455025, + 0.141024649143219, + 0.038226086646318436, + 0.12933441996574402, + 0.17049764096736908, + 0.07950880378484726 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.029518380761146545 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297740146517754 + ], + "opposite_logprob_tokens": [ + -3.7732977867126465 + ], + "logprob_reward": -0.023297740146517754, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297740146517754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15556709468364716, + 0.03850245475769043, + 0.05177856236696243, + 0.07499711960554123, + 0.21486033499240875, + 0.20425614714622498, + 0.042635124176740646, + 0.06712895631790161, + 0.09082462638616562, + 0.05944957211613655 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.023297740146517754 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029807809740304947 + ], + "opposite_logprob_tokens": [ + -3.5298078060150146 + ], + "logprob_reward": -0.029807809740304947, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029807809740304947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13091565668582916, + 0.036631278693675995, + 0.05509360507130623, + 0.07409556210041046, + 0.08529585599899292, + 0.12214936316013336, + 0.04744637757539749, + 0.10972283780574799, + 0.24106106162071228, + 0.09758849442005157 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.029807809740304947 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818414404988289 + ], + "opposite_logprob_tokens": [ + -4.018184185028076 + ], + "logprob_reward": -0.01818414404988289, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818414404988289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15962643921375275, + 0.03524800390005112, + 0.28129842877388, + 0.0975080206990242, + 0.08213512599468231, + 0.139169380068779, + 0.04078375920653343, + 0.033626489341259, + 0.09574376791715622, + 0.03486054018139839 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.01818414404988289 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983469605445862 + ], + "opposite_logprob_tokens": [ + -0.5233469605445862 + ], + "logprob_reward": -0.8983469605445862, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983469605445862, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.32456710934638977, + 0.0393453910946846, + 0.13497383892536163, + 0.07124116271734238, + 0.0943160131573677, + 0.036378998309373856, + 0.07580522447824478, + 0.04880579560995102, + 0.07683495432138443, + 0.09773155301809311 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.8983469605445862 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle from the passenger seat, focuses on a determined East Asian woman at the wheel of a futuristic, neon-lit city. Her shoulder-length black hair flutters slightly in the rapid movement, her jawline taut, her lips pursed, her eyes fixed intently on the road ahead. Her hands, clad in fingerless black leather gloves, their knuckles white with exertion, grip the sporty steering wheel firmly and steadily. She wears a fitted dark leather jacket, its lapels and zipper gleaming with intermittent, cool hues in the passing neon lights. Through the car window, towering skyscrapers and dense billboards race past, their vibrant neon lights—primarily magenta, cyan, and electric blue—casting long, motion-blurred shadows on the slippery asphalt. These shifting lights intermittently sweep across her face and the interior of the car, interweaving with the soft red glow of the dashboard, highlighting her focused silhouette. The entire image takes on the quality of highly clear, color-saturated digital art, with every detail razor-sharp, creating an atmosphere of tension, focus, and a futuristic sense of technology.", + "seed": 24985, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_11/index_2523_seed_24985_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2609521444886923, + "vlm_logprob": -0.2609521444886923, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.2609521444886923, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0329473651945591 + ], + "opposite_logprob_tokens": [ + -3.532947301864624 + ], + "logprob_reward": -0.0329473651945591, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0329473651945591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19061382114887238, + 0.11689566820859909, + 0.058674659579992294, + 0.0785105749964714, + 0.06240038573741913, + 0.05556473508477211, + 0.05001707375049591, + 0.1617918163537979, + 0.11276493221521378, + 0.11276639252901077 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0329473651945591 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072824597358704 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.016072824597358704, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072824597358704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24814754724502563, + 0.09607579559087753, + 0.11575593799352646, + 0.05649048835039139, + 0.03695692867040634, + 0.024136723950505257, + 0.03630707785487175, + 0.16856986284255981, + 0.12060392647981644, + 0.09695568680763245 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.016072824597358704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068367287516594 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068367287516594, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068367287516594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22992928326129913, + 0.11097065359354019, + 0.17710626125335693, + 0.030484866350889206, + 0.06605540215969086, + 0.038931284099817276, + 0.02752571552991867, + 0.11193228513002396, + 0.06855935603380203, + 0.1385049670934677 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.016068367287516594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063909977674484 + ], + "opposite_logprob_tokens": [ + -4.141063690185547 + ], + "logprob_reward": -0.016063909977674484, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063909977674484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28306248784065247, + 0.09523343294858932, + 0.08395582437515259, + 0.047206804156303406, + 0.09351800382137299, + 0.023205121979117393, + 0.02742716483771801, + 0.0649246796965599, + 0.16168437898159027, + 0.11978206038475037 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.016063909977674484 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236082553863525 + ], + "opposite_logprob_tokens": [ + -0.3486082851886749 + ], + "logprob_reward": -1.2236082553863525, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236082553863525, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2821115553379059, + 0.14543727040290833, + 0.03602823242545128, + 0.041308123618364334, + 0.05203138291835785, + 0.038607947528362274, + 0.03494657948613167, + 0.14739041030406952, + 0.09389212727546692, + 0.12824641168117523 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -1.2236082553863525 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle from the passenger seat, focuses on a determined East Asian woman at the wheel of a futuristic, neon-lit city. Her shoulder-length black hair flutters slightly in the rapid movement, her jawline taut, her lips pursed, her eyes fixed intently on the road ahead. Her hands, clad in fingerless black leather gloves, their knuckles white with exertion, grip the sporty steering wheel firmly and steadily. She wears a fitted dark leather jacket, its lapels and zipper gleaming with intermittent, cool hues in the passing neon lights. Through the car window, towering skyscrapers and dense billboards race past, their vibrant neon lights—primarily magenta, cyan, and electric blue—casting long, motion-blurred shadows on the slippery asphalt. These shifting lights intermittently sweep across her face and the interior of the car, interweaving with the soft red glow of the dashboard, highlighting her focused silhouette. The entire image takes on the quality of highly clear, color-saturated digital art, with every detail razor-sharp, creating an atmosphere of tension, focus, and a futuristic sense of technology.", + "seed": 24986, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_11/index_2523_seed_24986_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3100150196813047, + "vlm_logprob": -0.3100150196813047, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.3100150196813047, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05848576873540878 + ], + "opposite_logprob_tokens": [ + -2.933485746383667 + ], + "logprob_reward": -0.05848576873540878, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05848576873540878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11697251349687576, + 0.14542077481746674, + 0.15035274624824524, + 0.09745389968156815, + 0.036920931190252304, + 0.05867816135287285, + 0.04372946918010712, + 0.09357606619596481, + 0.134354367852211, + 0.12254112213850021 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.05848576873540878 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811221942305565 + ], + "opposite_logprob_tokens": [ + -3.288112163543701 + ], + "logprob_reward": -0.03811221942305565, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811221942305565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06030862033367157, + 0.1803906261920929, + 0.08018291741609573, + 0.095887191593647, + 0.030123641714453697, + 0.06407421082258224, + 0.042079903185367584, + 0.05550835281610489, + 0.03273029625415802, + 0.3587142527103424 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.03811221942305565 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307961463928223 + ], + "opposite_logprob_tokens": [ + -3.1680796146392822 + ], + "logprob_reward": -0.04307961463928223, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307961463928223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11522150784730911, + 0.1409253478050232, + 0.056691333651542664, + 0.12958548963069916, + 0.02999943494796753, + 0.11949797719717026, + 0.05994267761707306, + 0.10075335204601288, + 0.08180277049541473, + 0.165580153465271 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.04307961463928223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004090751986950636 + ], + "opposite_logprob_tokens": [ + -5.504090785980225 + ], + "logprob_reward": -0.004090751986950636, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004090751986950636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12588514387607574, + 0.2567749619483948, + 0.056411631405353546, + 0.07610686868429184, + 0.0695241168141365, + 0.08889276534318924, + 0.02484717406332493, + 0.041158370673656464, + 0.08890552073717117, + 0.17149341106414795 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.004090751986950636 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a medium shot perspective from a slightly upward angle inside a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a determined East Asian woman with shoulder-length black hair driving a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's hands visible wearing fingerless black leather gloves gripping a sporty steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic neon-lit city with towering skyscrapers and billboards featuring magenta, cyan, and electric blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly clear and color-saturated digital art with razor-sharp details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063067436218262 + ], + "opposite_logprob_tokens": [ + -0.28130677342414856 + ], + "logprob_reward": -1.4063067436218262, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063067436218262, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09334047138690948, + 0.11839879304170609, + 0.05314956232905388, + 0.18522372841835022, + 0.06283922493457794, + 0.18752652406692505, + 0.023056451231241226, + 0.05244426801800728, + 0.0777134895324707, + 0.14630748331546783 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -1.4063067436218262 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_12/index_tensor([4508, 4508])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_12/index_tensor([4508, 4508])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..35e00153ad15e10bbef4c78948cc9fcc601856ca --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_12/index_tensor([4508, 4508])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly high-angle close-up captures a young Southeast Asian man lying in bed, transitioning from sleep to wakefulness. His short, thick black hair is slightly tousled on a soft, white cotton pillowcase, which is gently creased. Soft, warm morning sunlight streams in through an off-camera window, casting a gentle golden glow on the right side of his face, highlighting his nose and cheekbone while casting the other side in soft shadow. His face, initially peaceful in sleep, begins to tremble as his eyelids twitch subtly—rapid, involuntary flutters. After a brief pause, his eyelids slowly and deliberately part, revealing deep brown, sparkling eyes that, at first unfocused, gradually come into focus as they adjust to the light, creating a tranquil and profoundly intimate atmosphere, capturing the quiet, private moment of waking.", + "seed": 19223, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_12/index_4508_seed_19223_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03674354646354914, + "vlm_logprob": -0.03674354646354914, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.03674354646354914, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07108870893716812 + ], + "opposite_logprob_tokens": [ + -2.6960887908935547 + ], + "logprob_reward": -0.07108870893716812, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07108870893716812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22028113901615143, + 0.06580541282892227, + 0.06063555181026459, + 0.07229118049144745, + 0.04424840956926346, + 0.03779880329966545, + 0.08510415256023407, + 0.051882434636354446, + 0.07186831533908844, + 0.2900846004486084 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.07108870893716812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009803482331335545 + ], + "opposite_logprob_tokens": [ + -4.634803295135498 + ], + "logprob_reward": -0.009803482331335545, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009803482331335545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3554799258708954, + 0.07665605843067169, + 0.08010807633399963, + 0.0926440954208374, + 0.07733020931482315, + 0.07679274678230286, + 0.048937443643808365, + 0.08394965529441833, + 0.031566470861434937, + 0.07653537392616272 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.009803482331335545 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867487773299217 + ], + "opposite_logprob_tokens": [ + -3.0486748218536377 + ], + "logprob_reward": -0.04867487773299217, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867487773299217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1182059794664383, + 0.0613979808986187, + 0.11049087345600128, + 0.17973612248897552, + 0.10848122835159302, + 0.10205107927322388, + 0.08047813922166824, + 0.0967666283249855, + 0.08041588217020035, + 0.06197602301836014 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.04867487773299217 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809156268835068 + ], + "opposite_logprob_tokens": [ + -3.2880916595458984 + ], + "logprob_reward": -0.03809156268835068, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809156268835068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07901093363761902, + 0.07837795466184616, + 0.04867550730705261, + 0.052579063922166824, + 0.0652458667755127, + 0.07996398210525513, + 0.04097452014684677, + 0.3290748596191406, + 0.06752239912748337, + 0.15857486426830292 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.03809156268835068 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605910062789917 + ], + "opposite_logprob_tokens": [ + -4.141058921813965 + ], + "logprob_reward": -0.01605910062789917, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605910062789917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14240723848342896, + 0.10355224460363388, + 0.13709919154644012, + 0.05862482264637947, + 0.04137326776981354, + 0.04676319286227226, + 0.04348286986351013, + 0.16962145268917084, + 0.10247305035591125, + 0.15460266172885895 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.01605910062789917 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle close-up captures a young Southeast Asian man lying in bed, transitioning from sleep to wakefulness. His short, thick black hair is slightly tousled on a soft, white cotton pillowcase, which is gently creased. Soft, warm morning sunlight streams in through an off-camera window, casting a gentle golden glow on the right side of his face, highlighting his nose and cheekbone while casting the other side in soft shadow. His face, initially peaceful in sleep, begins to tremble as his eyelids twitch subtly—rapid, involuntary flutters. After a brief pause, his eyelids slowly and deliberately part, revealing deep brown, sparkling eyes that, at first unfocused, gradually come into focus as they adjust to the light, creating a tranquil and profoundly intimate atmosphere, capturing the quiet, private moment of waking.", + "seed": 19224, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_12/index_4508_seed_19224_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030222992040216924, + "vlm_logprob": -0.030222992040216924, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.030222992040216924, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03507588058710098 + ], + "opposite_logprob_tokens": [ + -3.4100759029388428 + ], + "logprob_reward": -0.03507588058710098, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03507588058710098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10397209227085114, + 0.05552015081048012, + 0.08274222165346146, + 0.049024298787117004, + 0.05944671854376793, + 0.42311984300613403, + 0.05280708894133568, + 0.0647575855255127, + 0.06398070603609085, + 0.04462934285402298 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.03507588058710098 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011098320595920086 + ], + "opposite_logprob_tokens": [ + -4.511098384857178 + ], + "logprob_reward": -0.011098320595920086, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011098320595920086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09059573709964752, + 0.06833663582801819, + 0.13486039638519287, + 0.05634094774723053, + 0.15865829586982727, + 0.24173003435134888, + 0.026648160070180893, + 0.05710587278008461, + 0.05693001672625542, + 0.1087939590215683 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.011098320595920086 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381123311817646 + ], + "opposite_logprob_tokens": [ + -3.2881124019622803 + ], + "logprob_reward": -0.0381123311817646, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381123311817646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.123896524310112, + 0.09723719954490662, + 0.06657333672046661, + 0.06590327620506287, + 0.031180432066321373, + 0.18721434473991394, + 0.35741737484931946, + 0.019925761967897415, + 0.013977677561342716, + 0.03667408227920532 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.0381123311817646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864966869354248 + ], + "opposite_logprob_tokens": [ + -3.048649787902832 + ], + "logprob_reward": -0.04864966869354248, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864966869354248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10518499463796616, + 0.0822325274348259, + 0.08843597769737244, + 0.10638393461704254, + 0.09288785606622696, + 0.22321800887584686, + 0.09259678423404694, + 0.06757465749979019, + 0.07396811246871948, + 0.06751713156700134 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.04864966869354248 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178759142756462 + ], + "opposite_logprob_tokens": [ + -4.018178939819336 + ], + "logprob_reward": -0.018178759142756462, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018178759142756462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05113382264971733, + 0.0774354338645935, + 0.13528554141521454, + 0.06321829557418823, + 0.03490478917956352, + 0.3413189649581909, + 0.22325079143047333, + 0.02399127371609211, + 0.01955934427678585, + 0.029901694506406784 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.018178759142756462 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle close-up captures a young Southeast Asian man lying in bed, transitioning from sleep to wakefulness. His short, thick black hair is slightly tousled on a soft, white cotton pillowcase, which is gently creased. Soft, warm morning sunlight streams in through an off-camera window, casting a gentle golden glow on the right side of his face, highlighting his nose and cheekbone while casting the other side in soft shadow. His face, initially peaceful in sleep, begins to tremble as his eyelids twitch subtly—rapid, involuntary flutters. After a brief pause, his eyelids slowly and deliberately part, revealing deep brown, sparkling eyes that, at first unfocused, gradually come into focus as they adjust to the light, creating a tranquil and profoundly intimate atmosphere, capturing the quiet, private moment of waking.", + "seed": 19225, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_12/index_4508_seed_19225_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.055273602902889254, + "vlm_logprob": -0.055273602902889254, + "vlm_yes_no_margin": 3.299999952316284, + "vlm_token_credit": -0.055273602902889254, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043624576181173325 + ], + "opposite_logprob_tokens": [ + -3.1686246395111084 + ], + "logprob_reward": -0.043624576181173325, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043624576181173325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4000980257987976, + 0.09133284538984299, + 0.06843602657318115, + 0.03150271624326706, + 0.0833371952176094, + 0.030495664104819298, + 0.05619160085916519, + 0.19025102257728577, + 0.030220413580536842, + 0.01813446916639805 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.043624576181173325 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01110975630581379 + ], + "opposite_logprob_tokens": [ + -4.511109828948975 + ], + "logprob_reward": -0.01110975630581379, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01110975630581379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1254490613937378, + 0.07655824720859528, + 0.043770551681518555, + 0.044590141624212265, + 0.25341421365737915, + 0.0345267653465271, + 0.09494062513113022, + 0.22522541880607605, + 0.04878354072570801, + 0.05274151265621185 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.01110975630581379 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308966174721718 + ], + "opposite_logprob_tokens": [ + -3.1680896282196045 + ], + "logprob_reward": -0.04308966174721718, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308966174721718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13254296779632568, + 0.11062200367450714, + 0.048394788056612015, + 0.06653808057308197, + 0.10346794128417969, + 0.07753375172615051, + 0.06880774348974228, + 0.29839205741882324, + 0.024183031171560287, + 0.06951761990785599 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.04308966174721718 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035917401313782 + ], + "opposite_logprob_tokens": [ + -1.9103591442108154 + ], + "logprob_reward": -0.16035917401313782, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035917401313782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20309512317180634, + 0.05642962083220482, + 0.058382440358400345, + 0.046620775014162064, + 0.2665916979312897, + 0.09536784887313843, + 0.06393968313932419, + 0.13868720829486847, + 0.026035606861114502, + 0.04485001042485237 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.16035917401313782 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818484626710415 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.01818484626710415, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818484626710415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07881978899240494, + 0.08505043387413025, + 0.03253312036395073, + 0.019221939146518707, + 0.28907763957977295, + 0.09526712447404861, + 0.14470279216766357, + 0.11117985099554062, + 0.08969470113515854, + 0.05445263907313347 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.01818484626710415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle close-up captures a young Southeast Asian man lying in bed, transitioning from sleep to wakefulness. His short, thick black hair is slightly tousled on a soft, white cotton pillowcase, which is gently creased. Soft, warm morning sunlight streams in through an off-camera window, casting a gentle golden glow on the right side of his face, highlighting his nose and cheekbone while casting the other side in soft shadow. His face, initially peaceful in sleep, begins to tremble as his eyelids twitch subtly—rapid, involuntary flutters. After a brief pause, his eyelids slowly and deliberately part, revealing deep brown, sparkling eyes that, at first unfocused, gradually come into focus as they adjust to the light, creating a tranquil and profoundly intimate atmosphere, capturing the quiet, private moment of waking.", + "seed": 19226, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_12/index_4508_seed_19226_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03580053336918354, + "vlm_logprob": -0.03580053336918354, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.03580053336918354, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04481688141822815 + ], + "opposite_logprob_tokens": [ + -3.1698169708251953 + ], + "logprob_reward": -0.04481688141822815, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04481688141822815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11849281936883926, + 0.030950866639614105, + 0.07618727535009384, + 0.02684606797993183, + 0.04614591971039772, + 0.030505644157528877, + 0.07451491802930832, + 0.09908466786146164, + 0.3126589357852936, + 0.1846129149198532 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.04481688141822815 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016108721494674683 + ], + "opposite_logprob_tokens": [ + -4.141108512878418 + ], + "logprob_reward": -0.016108721494674683, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016108721494674683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17948636412620544, + 0.049242403358221054, + 0.07246095687150955, + 0.0145897651091218, + 0.06580061465501785, + 0.06912660598754883, + 0.03919894993305206, + 0.1360582858324051, + 0.16689445078372955, + 0.20714153349399567 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.016108721494674683 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868180304765701 + ], + "opposite_logprob_tokens": [ + -3.0486817359924316 + ], + "logprob_reward": -0.04868180304765701, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868180304765701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16480208933353424, + 0.038052916526794434, + 0.03725285828113556, + 0.027469031512737274, + 0.051645636558532715, + 0.05664607509970665, + 0.05488459765911102, + 0.16201889514923096, + 0.29133495688438416, + 0.1158929243683815 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.04868180304765701 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305974766612053 + ], + "opposite_logprob_tokens": [ + -3.168059825897217 + ], + "logprob_reward": -0.04305974766612053, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305974766612053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1029813215136528, + 0.029197419062256813, + 0.045531462877988815, + 0.04122043773531914, + 0.07958953082561493, + 0.07949366420507431, + 0.07771330326795578, + 0.06051916629076004, + 0.3695536255836487, + 0.11420009285211563 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.04305974766612053 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man lying in bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair short, thick, black, and slightly tousled on a white cotton pillowcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by soft, warm morning sunlight streaming from the right side, creating a golden glow on the right face and soft shadow on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the man's eyelids twitch with rapid, involuntary flutters before slowly and deliberately parting to reveal deep brown eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026335513219237328 + ], + "opposite_logprob_tokens": [ + -3.6513354778289795 + ], + "logprob_reward": -0.026335513219237328, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026335513219237328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04187421128153801, + 0.017842000350356102, + 0.007612008135765791, + 0.010820623487234116, + 0.037255629897117615, + 0.03050445392727852, + 0.03229118883609772, + 0.1025828868150711, + 0.5048764944076538, + 0.2143404483795166 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.026335513219237328 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_13/index_tensor([6619, 6619])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_13/index_tensor([6619, 6619])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f977d166726965dcddb8b9880dabb496511d8c9d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_13/index_tensor([6619, 6619])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium close-up captures a scene of pure playful energy, filmed at a crisp, clear high frame rate that makes every movement distinct. Atop a large, plush bed covered with a thick, cream-colored faux-fur comforter, two fluffy kittens engage in a mock fight. One, a ginger tabby with long, soft fur streaked with vibrant orange stripes and bright green eyes, is currently crouching low to pounce. The other, a silver-gray kitten with dense, plush fur, white paws, and deep blue eyes, lies on its back and playfully flaps its paws at the air. As the ginger kitten leaps, the scene unfolds in beautifully crisp slow motion thanks to the high frame rate; its body twists in the air, and the silver kitten gently nudges forward to meet the pounce. They tumble together in a soft, tangled ball of fur, their movements fluid yet perfectly defined, with every twitch of its whiskers and ripple of its fur rendered with exquisite clarity. The scene is bathed in bright, warm natural light from large, off-camera windows, creating soft shadows on the crumpled sheets and highlighting the texture of their coats, creating a warm and cozy atmosphere of innocent fun.", + "seed": 7600, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_13/index_6619_seed_7600_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016495482251048087, + "vlm_logprob": -0.016495482251048087, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.016495482251048087, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007374683395028114 + ], + "opposite_logprob_tokens": [ + -5.0073747634887695 + ], + "logprob_reward": -0.007374683395028114, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007374683395028114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1894921064376831, + 0.08688995987176895, + 0.08917748183012009, + 0.06209811940789223, + 0.10047801584005356, + 0.051428601145744324, + 0.15554706752300262, + 0.07594504952430725, + 0.1318666934967041, + 0.05707684904336929 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.007374683395028114 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649740368127823 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649740368127823, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649740368127823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19555942714214325, + 0.0597674585878849, + 0.054923128336668015, + 0.03293365240097046, + 0.07327299565076828, + 0.04561718925833702, + 0.31310251355171204, + 0.09747724235057831, + 0.07531610131263733, + 0.05203034728765488 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.008649740368127823 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079457588493824 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.011079457588493824, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079457588493824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07377364486455917, + 0.10432398319244385, + 0.1363772302865982, + 0.09125762432813644, + 0.21207371354103088, + 0.0313757061958313, + 0.056243959814310074, + 0.11057816445827484, + 0.0820968896150589, + 0.10189910978078842 + ], + "top_frames": [ + 4, + 2, + 7 + ], + "selected_reward": -0.011079457588493824 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048638880252838135 + ], + "opposite_logprob_tokens": [ + -3.0486388206481934 + ], + "logprob_reward": -0.048638880252838135, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048638880252838135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09673180431127548, + 0.03808072209358215, + 0.05880695953965187, + 0.05388793721795082, + 0.0839979350566864, + 0.1293744295835495, + 0.23332226276397705, + 0.15332666039466858, + 0.0699537917971611, + 0.08251744508743286 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.048638880252838135 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734649650752544 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734649650752544, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734649650752544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25655725598335266, + 0.09255862236022949, + 0.08733074367046356, + 0.04640726372599602, + 0.09930931031703949, + 0.060321807861328125, + 0.10495349019765854, + 0.055095527321100235, + 0.13965857028961182, + 0.057807378470897675 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.006734649650752544 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a scene of pure playful energy, filmed at a crisp, clear high frame rate that makes every movement distinct. Atop a large, plush bed covered with a thick, cream-colored faux-fur comforter, two fluffy kittens engage in a mock fight. One, a ginger tabby with long, soft fur streaked with vibrant orange stripes and bright green eyes, is currently crouching low to pounce. The other, a silver-gray kitten with dense, plush fur, white paws, and deep blue eyes, lies on its back and playfully flaps its paws at the air. As the ginger kitten leaps, the scene unfolds in beautifully crisp slow motion thanks to the high frame rate; its body twists in the air, and the silver kitten gently nudges forward to meet the pounce. They tumble together in a soft, tangled ball of fur, their movements fluid yet perfectly defined, with every twitch of its whiskers and ripple of its fur rendered with exquisite clarity. The scene is bathed in bright, warm natural light from large, off-camera windows, creating soft shadows on the crumpled sheets and highlighting the texture of their coats, creating a warm and cozy atmosphere of innocent fun.", + "seed": 7601, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_13/index_6619_seed_7601_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.021361331548541786, + "vlm_logprob": -0.021361331548541786, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.021361331548541786, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005637697875499725 + ], + "opposite_logprob_tokens": [ + -5.2556376457214355 + ], + "logprob_reward": -0.005637697875499725, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005637697875499725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16677428781986237, + 0.05966171994805336, + 0.14236102998256683, + 0.08539430052042007, + 0.04219037666916847, + 0.07588985562324524, + 0.09529507905244827, + 0.11399345844984055, + 0.03321779891848564, + 0.18522213399410248 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.005637697875499725 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201529324054718 + ], + "opposite_logprob_tokens": [ + -4.264201641082764 + ], + "logprob_reward": -0.014201529324054718, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201529324054718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11878406256437302, + 0.0307192150503397, + 0.11274441331624985, + 0.17316412925720215, + 0.20690876245498657, + 0.18975071609020233, + 0.02534511685371399, + 0.02812478505074978, + 0.05267574265599251, + 0.0617830827832222 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.014201529324054718 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370029106736183 + ], + "opposite_logprob_tokens": [ + -3.4087002277374268 + ], + "logprob_reward": -0.03370029106736183, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370029106736183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055600348860025406, + 0.09445293247699738, + 0.10693548619747162, + 0.304604172706604, + 0.05356365069746971, + 0.03380671888589859, + 0.09903869032859802, + 0.14751268923282623, + 0.06282327324151993, + 0.04166196286678314 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.03370029106736183 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048631954938173294 + ], + "opposite_logprob_tokens": [ + -3.0486319065093994 + ], + "logprob_reward": -0.048631954938173294, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048631954938173294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13962367177009583, + 0.07862585783004761, + 0.049097951501607895, + 0.08916912227869034, + 0.0978652834892273, + 0.15058301389217377, + 0.08209633827209473, + 0.12383033335208893, + 0.12446079403162003, + 0.06464766710996628 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.048631954938173294 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635184537619352 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.004635184537619352, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635184537619352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11610013991594315, + 0.04903573542833328, + 0.39378342032432556, + 0.10003490746021271, + 0.06203565374016762, + 0.035631462931632996, + 0.05415317416191101, + 0.06650237739086151, + 0.06415028870105743, + 0.05857284367084503 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.004635184537619352 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a scene of pure playful energy, filmed at a crisp, clear high frame rate that makes every movement distinct. Atop a large, plush bed covered with a thick, cream-colored faux-fur comforter, two fluffy kittens engage in a mock fight. One, a ginger tabby with long, soft fur streaked with vibrant orange stripes and bright green eyes, is currently crouching low to pounce. The other, a silver-gray kitten with dense, plush fur, white paws, and deep blue eyes, lies on its back and playfully flaps its paws at the air. As the ginger kitten leaps, the scene unfolds in beautifully crisp slow motion thanks to the high frame rate; its body twists in the air, and the silver kitten gently nudges forward to meet the pounce. They tumble together in a soft, tangled ball of fur, their movements fluid yet perfectly defined, with every twitch of its whiskers and ripple of its fur rendered with exquisite clarity. The scene is bathed in bright, warm natural light from large, off-camera windows, creating soft shadows on the crumpled sheets and highlighting the texture of their coats, creating a warm and cozy atmosphere of innocent fun.", + "seed": 7602, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_13/index_6619_seed_7602_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01769655290991068, + "vlm_logprob": -0.01769655290991068, + "vlm_yes_no_margin": 4.374999952316284, + "vlm_token_credit": -0.01769655290991068, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021073482930660248 + ], + "opposite_logprob_tokens": [ + -3.896073579788208 + ], + "logprob_reward": -0.021073482930660248, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021073482930660248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3012300133705139, + 0.06683038920164108, + 0.06663767993450165, + 0.03015858680009842, + 0.050127606838941574, + 0.14702999591827393, + 0.19107753038406372, + 0.06845398247241974, + 0.027420727536082268, + 0.051033493131399155 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.021073482930660248 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864465907216072 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.00864465907216072, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864465907216072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11976049095392227, + 0.11096018552780151, + 0.05807032436132431, + 0.05958857014775276, + 0.21076823770999908, + 0.04127943515777588, + 0.06260398030281067, + 0.16975799202919006, + 0.04816855490207672, + 0.11904224753379822 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.00864465907216072 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191050738096237 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018191050738096237, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018191050738096237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13468271493911743, + 0.1048722118139267, + 0.05682813376188278, + 0.023496316745877266, + 0.06209088861942291, + 0.09596282988786697, + 0.2964608669281006, + 0.09087993204593658, + 0.04936268553137779, + 0.08536338806152344 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.018191050738096237 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808674216270447 + ], + "opposite_logprob_tokens": [ + -3.2880866527557373 + ], + "logprob_reward": -0.03808674216270447, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808674216270447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06710188090801239, + 0.07231452316045761, + 0.06444748491048813, + 0.04465782269835472, + 0.03296530991792679, + 0.028274666517972946, + 0.5449678897857666, + 0.08808072656393051, + 0.008711620233952999, + 0.04847808927297592 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.03808674216270447 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024868296459317207 + ], + "opposite_logprob_tokens": [ + -6.002486705780029 + ], + "logprob_reward": -0.0024868296459317207, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024868296459317207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.116309255361557, + 0.046046655625104904, + 0.03220735117793083, + 0.04901287704706192, + 0.08302149176597595, + 0.04765923693776131, + 0.1805591583251953, + 0.32957935333251953, + 0.019425535574555397, + 0.09617914259433746 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0024868296459317207 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a scene of pure playful energy, filmed at a crisp, clear high frame rate that makes every movement distinct. Atop a large, plush bed covered with a thick, cream-colored faux-fur comforter, two fluffy kittens engage in a mock fight. One, a ginger tabby with long, soft fur streaked with vibrant orange stripes and bright green eyes, is currently crouching low to pounce. The other, a silver-gray kitten with dense, plush fur, white paws, and deep blue eyes, lies on its back and playfully flaps its paws at the air. As the ginger kitten leaps, the scene unfolds in beautifully crisp slow motion thanks to the high frame rate; its body twists in the air, and the silver kitten gently nudges forward to meet the pounce. They tumble together in a soft, tangled ball of fur, their movements fluid yet perfectly defined, with every twitch of its whiskers and ripple of its fur rendered with exquisite clarity. The scene is bathed in bright, warm natural light from large, off-camera windows, creating soft shadows on the crumpled sheets and highlighting the texture of their coats, creating a warm and cozy atmosphere of innocent fun.", + "seed": 7603, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_13/index_6619_seed_7603_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010767206316813827, + "vlm_logprob": -0.010767206316813827, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.010767206316813827, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007560212630778551 + ], + "opposite_logprob_tokens": [ + -5.0075602531433105 + ], + "logprob_reward": -0.007560212630778551, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007560212630778551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25925877690315247, + 0.24553702771663666, + 0.05493072420358658, + 0.04651852324604988, + 0.0833810493350029, + 0.13281938433647156, + 0.03981486335396767, + 0.054317012429237366, + 0.028077132999897003, + 0.055345531553030014 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.007560212630778551 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087474413216114 + ], + "opposite_logprob_tokens": [ + -4.511087417602539 + ], + "logprob_reward": -0.011087474413216114, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087474413216114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08835041522979736, + 0.07394861429929733, + 0.058303117752075195, + 0.025388067588210106, + 0.2142758071422577, + 0.07336493581533432, + 0.11397221684455872, + 0.19415834546089172, + 0.0810169205069542, + 0.07722152769565582 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.011087474413216114 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419647503644228 + ], + "opposite_logprob_tokens": [ + -4.264196395874023 + ], + "logprob_reward": -0.01419647503644228, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419647503644228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1555352658033371, + 0.055977627635002136, + 0.1326684057712555, + 0.02904319204390049, + 0.22220876812934875, + 0.041466426104307175, + 0.08675728738307953, + 0.16544514894485474, + 0.06398965418338776, + 0.04690822213888168 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.01419647503644228 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817641779780388 + ], + "opposite_logprob_tokens": [ + -4.018176555633545 + ], + "logprob_reward": -0.01817641779780388, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817641779780388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15982022881507874, + 0.1058216467499733, + 0.07863582670688629, + 0.05200929567217827, + 0.10417486727237701, + 0.13090483844280243, + 0.05468523129820824, + 0.09572430700063705, + 0.08610178530216217, + 0.1321219652891159 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.01817641779780388 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two kittens visible in the scene, one ginger tabby and one silver-gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a large bed covered with a thick, cream-colored faux-fur comforter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ginger tabby kitten crouch low to pounce while the silver-gray kitten lies on its back flapping its paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed as a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, warm natural light coming from large off-camera windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002815451705828309 + ], + "opposite_logprob_tokens": [ + -5.877815246582031 + ], + "logprob_reward": -0.002815451705828309, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002815451705828309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057479795068502426, + 0.0884852334856987, + 0.052608609199523926, + 0.032744430005550385, + 0.09260186553001404, + 0.3556026518344879, + 0.05293167382478714, + 0.14612191915512085, + 0.04059292748570442, + 0.08083082735538483 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.002815451705828309 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_14/index_tensor([6110, 6110])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_14/index_tensor([6110, 6110])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..54345114c529c9c04de2c5cdaece3848719412b6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_14/index_tensor([6110, 6110])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "first-person perspective shot from the eyes of a pixelated puppy, in a world composed entirely of bright, saturated voxel blocks, where bright, even light casts simple, blocky shadows. The camera is positioned extremely low, close to the ground, directly in front of a massive bag of dog food, constructed from blue and yellow voxel blocks. The bag's opening spills out like a mountain of countless grains of varying shades of brown, each a tiny, individual cube. The camera advances at a steady, inquisitive pace, cautiously approaching this tantalizing \"treasure.\" As the distance closes, the voxel details of the dog food grains become increasingly clear. Finally, without hesitation, the camera plunges headfirst into this sea of grains. Countless brown voxel blocks tumble and slide from above and to the sides of the camera, instantly filling the entire frame. This creates an immersive, endearing feeling of being surrounded by food, the entire scene rendered in a sophisticated, childlike voxel art style.", + "seed": 3965, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_14/index_6110_seed_3965_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04379280786961317, + "vlm_logprob": -0.04379280786961317, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.04379280786961317, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003716705832630396 + ], + "opposite_logprob_tokens": [ + -6.128716468811035 + ], + "logprob_reward": -0.003716705832630396, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.003716705832630396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1671311855316162, + 0.05509420111775398, + 0.06275029480457306, + 0.042917124927043915, + 0.08006994426250458, + 0.08144888281822205, + 0.059221845120191574, + 0.2400888353586197, + 0.10304344445466995, + 0.10823425650596619 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.003716705832630396 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.201542466878891 + ], + "opposite_logprob_tokens": [ + -1.7015424966812134 + ], + "logprob_reward": -0.201542466878891, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.201542466878891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2612038254737854, + 0.16804423928260803, + 0.056969862431287766, + 0.04416131228208542, + 0.05208104848861694, + 0.05362453684210777, + 0.067242331802845, + 0.06911452114582062, + 0.13116022944450378, + 0.09639813005924225 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.201542466878891 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741872988641262 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.006741872988641262, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741872988641262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12601563334465027, + 0.07486908882856369, + 0.06570123881101608, + 0.04723348841071129, + 0.04337297007441521, + 0.10004506260156631, + 0.09474092721939087, + 0.3770393133163452, + 0.04128352180123329, + 0.02969878911972046 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.006741872988641262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001711214892566204 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.001711214892566204, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001711214892566204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09465476870536804, + 0.04493062570691109, + 0.04231119528412819, + 0.03199409320950508, + 0.05753064155578613, + 0.09758792072534561, + 0.06082753464579582, + 0.35915523767471313, + 0.16306458413600922, + 0.04794338345527649 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.001711214892566204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251778755337 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251778755337, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251778755337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2214728146791458, + 0.056503795087337494, + 0.0530179888010025, + 0.039809949696063995, + 0.05030597373843193, + 0.1062191054224968, + 0.04825412482023239, + 0.20004408061504364, + 0.11686093360185623, + 0.10751128941774368 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.005251778755337 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "first-person perspective shot from the eyes of a pixelated puppy, in a world composed entirely of bright, saturated voxel blocks, where bright, even light casts simple, blocky shadows. The camera is positioned extremely low, close to the ground, directly in front of a massive bag of dog food, constructed from blue and yellow voxel blocks. The bag's opening spills out like a mountain of countless grains of varying shades of brown, each a tiny, individual cube. The camera advances at a steady, inquisitive pace, cautiously approaching this tantalizing \"treasure.\" As the distance closes, the voxel details of the dog food grains become increasingly clear. Finally, without hesitation, the camera plunges headfirst into this sea of grains. Countless brown voxel blocks tumble and slide from above and to the sides of the camera, instantly filling the entire frame. This creates an immersive, endearing feeling of being surrounded by food, the entire scene rendered in a sophisticated, childlike voxel art style.", + "seed": 3966, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_14/index_6110_seed_3966_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02725975988432765, + "vlm_logprob": -0.02725975988432765, + "vlm_yes_no_margin": 5.7, + "vlm_token_credit": -0.02725975988432765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0026534132193773985 + ], + "opposite_logprob_tokens": [ + -7.2526535987854 + ], + "logprob_reward": -0.0026534132193773985, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0026534132193773985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14173917472362518, + 0.04082083702087402, + 0.03512638434767723, + 0.02681293711066246, + 0.05029696226119995, + 0.09347131848335266, + 0.039725713431835175, + 0.0793965682387352, + 0.2519162893295288, + 0.2406938225030899 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0026534132193773985 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270241141319275 + ], + "opposite_logprob_tokens": [ + -2.1270241737365723 + ], + "logprob_reward": -0.1270241141319275, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270241141319275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0672706589102745, + 0.04696613550186157, + 0.022752635180950165, + 0.019885921850800514, + 0.03673214092850685, + 0.05239011347293854, + 0.07117200642824173, + 0.16801218688488007, + 0.3459011912345886, + 0.1689169853925705 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.1270241141319275 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011797142215073109 + ], + "opposite_logprob_tokens": [ + -6.7511796951293945 + ], + "logprob_reward": -0.0011797142215073109, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011797142215073109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10722009837627411, + 0.056590303778648376, + 0.056778013706207275, + 0.020571144297719002, + 0.061578866094350815, + 0.07432464510202408, + 0.06666693836450577, + 0.03760390728712082, + 0.38232144713401794, + 0.13634462654590607 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0011797142215073109 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008087463211268187 + ], + "opposite_logprob_tokens": [ + -7.1258087158203125 + ], + "logprob_reward": -0.0008087463211268187, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008087463211268187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10342790186405182, + 0.02242789976298809, + 0.015789905562996864, + 0.021084856241941452, + 0.03348914906382561, + 0.04223610833287239, + 0.07356159389019012, + 0.0635962262749672, + 0.42421719431877136, + 0.20016922056674957 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0008087463211268187 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632811527699232 + ], + "opposite_logprob_tokens": [ + -5.379632949829102 + ], + "logprob_reward": -0.004632811527699232, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632811527699232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04992978274822235, + 0.022693458944559097, + 0.03797699138522148, + 0.011038199067115784, + 0.021325448527932167, + 0.07337894290685654, + 0.19192713499069214, + 0.073907271027565, + 0.40265989303588867, + 0.11516290158033371 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.004632811527699232 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "first-person perspective shot from the eyes of a pixelated puppy, in a world composed entirely of bright, saturated voxel blocks, where bright, even light casts simple, blocky shadows. The camera is positioned extremely low, close to the ground, directly in front of a massive bag of dog food, constructed from blue and yellow voxel blocks. The bag's opening spills out like a mountain of countless grains of varying shades of brown, each a tiny, individual cube. The camera advances at a steady, inquisitive pace, cautiously approaching this tantalizing \"treasure.\" As the distance closes, the voxel details of the dog food grains become increasingly clear. Finally, without hesitation, the camera plunges headfirst into this sea of grains. Countless brown voxel blocks tumble and slide from above and to the sides of the camera, instantly filling the entire frame. This creates an immersive, endearing feeling of being surrounded by food, the entire scene rendered in a sophisticated, childlike voxel art style.", + "seed": 3967, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_14/index_6110_seed_3967_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02391992890043184, + "vlm_logprob": -0.02391992890043184, + "vlm_yes_no_margin": 6.074999904632568, + "vlm_token_credit": -0.02391992890043184, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028307863976806402 + ], + "opposite_logprob_tokens": [ + -8.002830505371094 + ], + "logprob_reward": -0.0028307863976806402, + "yes_no_margin_reward": 7.999999523162842, + "token_credit_reward": -0.0028307863976806402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1279923915863037, + 0.09179012477397919, + 0.040601324290037155, + 0.12246052175760269, + 0.034926582127809525, + 0.1227874830365181, + 0.06901533156633377, + 0.09466760605573654, + 0.12511348724365234, + 0.17064519226551056 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0028307863976806402 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292446404695511 + ], + "opposite_logprob_tokens": [ + -2.237924575805664 + ], + "logprob_reward": -0.11292446404695511, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292446404695511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23303166031837463, + 0.1429682821035385, + 0.09456803649663925, + 0.10346102714538574, + 0.04994920268654823, + 0.07010489702224731, + 0.08799867331981659, + 0.06284455955028534, + 0.0873565599322319, + 0.06771715730428696 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.11292446404695511 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011851914459839463 + ], + "opposite_logprob_tokens": [ + -6.751185417175293 + ], + "logprob_reward": -0.0011851914459839463, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011851914459839463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10963043570518494, + 0.3078751862049103, + 0.06942035257816315, + 0.13943763077259064, + 0.07215986400842667, + 0.03708626702427864, + 0.05015544220805168, + 0.07314358651638031, + 0.06632453203201294, + 0.07476666569709778 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0011851914459839463 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007166677969507873 + ], + "opposite_logprob_tokens": [ + -7.250716686248779 + ], + "logprob_reward": -0.0007166677969507873, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007166677969507873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.201042041182518, + 0.0636506900191307, + 0.10698023438453674, + 0.12229367345571518, + 0.04089856892824173, + 0.05186745151877403, + 0.09229287505149841, + 0.06509987264871597, + 0.09302512556314468, + 0.16284948587417603 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0007166677969507873 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019425348145887256 + ], + "opposite_logprob_tokens": [ + -6.2519426345825195 + ], + "logprob_reward": -0.0019425348145887256, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019425348145887256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17203813791275024, + 0.03922578692436218, + 0.06911228597164154, + 0.06596130132675171, + 0.02787429466843605, + 0.05744490027427673, + 0.09929832071065903, + 0.11952266842126846, + 0.1277502328157425, + 0.22177202999591827 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0019425348145887256 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "first-person perspective shot from the eyes of a pixelated puppy, in a world composed entirely of bright, saturated voxel blocks, where bright, even light casts simple, blocky shadows. The camera is positioned extremely low, close to the ground, directly in front of a massive bag of dog food, constructed from blue and yellow voxel blocks. The bag's opening spills out like a mountain of countless grains of varying shades of brown, each a tiny, individual cube. The camera advances at a steady, inquisitive pace, cautiously approaching this tantalizing \"treasure.\" As the distance closes, the voxel details of the dog food grains become increasingly clear. Finally, without hesitation, the camera plunges headfirst into this sea of grains. Countless brown voxel blocks tumble and slide from above and to the sides of the camera, instantly filling the entire frame. This creates an immersive, endearing feeling of being surrounded by food, the entire scene rendered in a sophisticated, childlike voxel art style.", + "seed": 3968, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_14/index_6110_seed_3968_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.018235296080820262, + "vlm_logprob": -0.018235296080820262, + "vlm_yes_no_margin": 5.625, + "vlm_token_credit": -0.018235296080820262, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002849211450666189 + ], + "opposite_logprob_tokens": [ + -6.502849102020264 + ], + "logprob_reward": -0.002849211450666189, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.002849211450666189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05780194327235222, + 0.05946734920144081, + 0.04649614915251732, + 0.025041617453098297, + 0.03948354721069336, + 0.05012108385562897, + 0.07380658388137817, + 0.06718896329402924, + 0.14685048162937164, + 0.4337422847747803 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.002849211450666189 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896333932876587 + ], + "opposite_logprob_tokens": [ + -2.578963279724121 + ], + "logprob_reward": -0.07896333932876587, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896333932876587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08148197084665298, + 0.05282001197338104, + 0.061495330184698105, + 0.03182138875126839, + 0.09822157025337219, + 0.06402774155139923, + 0.061279572546482086, + 0.0656537190079689, + 0.33750972151756287, + 0.1456889659166336 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.07896333932876587 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005617947317659855 + ], + "opposite_logprob_tokens": [ + -7.500561714172363 + ], + "logprob_reward": -0.0005617947317659855, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005617947317659855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03287094831466675, + 0.11797482520341873, + 0.059868041425943375, + 0.02541661448776722, + 0.1395430862903595, + 0.06427149474620819, + 0.04181564226746559, + 0.04489968717098236, + 0.23817192018032074, + 0.23516780138015747 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.0005617947317659855 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011762612266466022 + ], + "opposite_logprob_tokens": [ + -6.751176357269287 + ], + "logprob_reward": -0.0011762612266466022, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011762612266466022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04856173321604729, + 0.05557619035243988, + 0.036492884159088135, + 0.04175260663032532, + 0.15503041446208954, + 0.14012613892555237, + 0.09761053323745728, + 0.0768050029873848, + 0.05407342687249184, + 0.29397109150886536 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.0011762612266466022 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a voxel art style composed of bright, saturated blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a very low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bag of dog food constructed from blue and yellow voxel blocks visible in front of the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance steadily towards the bag before plunging headfirst into the spilled brown voxel grains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do brown voxel blocks tumble and slide from above and the sides to fill the entire frame after the camera enters the bag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625873666256666 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.007625873666256666, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625873666256666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04234285280108452, + 0.08697289973497391, + 0.05541343241930008, + 0.041980814188718796, + 0.20492671430110931, + 0.059424493461847305, + 0.0572553388774395, + 0.1321244090795517, + 0.08502573519945145, + 0.23453326523303986 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.007625873666256666 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_15/index_tensor([348, 348])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_15/index_tensor([348, 348])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2de34612fae9994ad795da8f1d9912f8ef4a88cb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_15/index_tensor([348, 348])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the style of high-speed nature photography, an extreme macro lens initiates a slow, deliberate push-in, focusing on a brilliantly colored peacock mantis shrimp (Calamaridae) floating on a sun-dappled sandy seafloor. Under the bright, diffuse underwater light, the shrimp's iridescent carapace shimmers with a dazzling spectrum of vibrant greens, electric blues, and fiery red-oranges. Its complex, stalked eyes independently track a pale, ridged clam, resting motionless on the seafloor. Its two powerful, club-like crusher appendages coil nervously beneath its body, storing immense kinetic energy. As the camera moves closer, the shrimp strikes; these appendages spring forward with such speed that they blur momentarily, but are immediately rendered in breathtaking extreme slow motion. The water around the club visibly cavitates, forming a tiny, superheated bubble of light and energy. As the stick connects with the clam shell, the camera captures the explosive moment of impact, as the shell visibly deforms under the immense pressure before shattering into a cloud of tiny crystalline shards that drift outward through the clear water, creating a primal, violent atmosphere that captures the power of nature with stunning clarity and scientific precision.", + "seed": 8708, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_15/index_348_seed_8708_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07360416771844029, + "vlm_logprob": -0.07360416771844029, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.07360416771844029, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2539888322353363 + ], + "opposite_logprob_tokens": [ + -1.5039888620376587 + ], + "logprob_reward": -0.2539888322353363, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2539888322353363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04549500718712807, + 0.05502841994166374, + 0.08233322948217392, + 0.12590046226978302, + 0.39603471755981445, + 0.03222177177667618, + 0.07347254455089569, + 0.073836550116539, + 0.02783995121717453, + 0.08783731609582901 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.2539888322353363 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00195609824731946 + ], + "opposite_logprob_tokens": [ + -6.251955986022949 + ], + "logprob_reward": -0.00195609824731946, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.00195609824731946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11815652996301651, + 0.039679933339357376, + 0.11415902525186539, + 0.11279428005218506, + 0.2846984267234802, + 0.03768845275044441, + 0.06436978280544281, + 0.08951386064291, + 0.06869871914386749, + 0.0702410340309143 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.00195609824731946 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020580438897013664 + ], + "opposite_logprob_tokens": [ + -3.895580530166626 + ], + "logprob_reward": -0.020580438897013664, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020580438897013664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11911112815141678, + 0.0863630473613739, + 0.33676689863204956, + 0.13726259768009186, + 0.10322558879852295, + 0.03728906810283661, + 0.046827904880046844, + 0.04764694347977638, + 0.03199676424264908, + 0.05351004749536514 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.020580438897013664 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896741479635239 + ], + "opposite_logprob_tokens": [ + -2.578967332839966 + ], + "logprob_reward": -0.07896741479635239, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896741479635239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12352734804153442, + 0.06427665054798126, + 0.2655116319656372, + 0.16309703886508942, + 0.05508686974644661, + 0.043291836977005005, + 0.07809573411941528, + 0.12468750774860382, + 0.0405983068048954, + 0.04182711988687515 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.07896741479635239 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012528054416179657 + ], + "opposite_logprob_tokens": [ + -4.387527942657471 + ], + "logprob_reward": -0.012528054416179657, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012528054416179657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09284450858831406, + 0.051208313554525375, + 0.1332264244556427, + 0.06097252666950226, + 0.1644851416349411, + 0.04621199145913124, + 0.04962734878063202, + 0.11849153786897659, + 0.161025270819664, + 0.12190687656402588 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.012528054416179657 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of high-speed nature photography, an extreme macro lens initiates a slow, deliberate push-in, focusing on a brilliantly colored peacock mantis shrimp (Calamaridae) floating on a sun-dappled sandy seafloor. Under the bright, diffuse underwater light, the shrimp's iridescent carapace shimmers with a dazzling spectrum of vibrant greens, electric blues, and fiery red-oranges. Its complex, stalked eyes independently track a pale, ridged clam, resting motionless on the seafloor. Its two powerful, club-like crusher appendages coil nervously beneath its body, storing immense kinetic energy. As the camera moves closer, the shrimp strikes; these appendages spring forward with such speed that they blur momentarily, but are immediately rendered in breathtaking extreme slow motion. The water around the club visibly cavitates, forming a tiny, superheated bubble of light and energy. As the stick connects with the clam shell, the camera captures the explosive moment of impact, as the shell visibly deforms under the immense pressure before shattering into a cloud of tiny crystalline shards that drift outward through the clear water, creating a primal, violent atmosphere that captures the power of nature with stunning clarity and scientific precision.", + "seed": 8709, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_15/index_348_seed_8709_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08872180129401386, + "vlm_logprob": -0.08872180129401386, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.08872180129401386, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06378883868455887 + ], + "opposite_logprob_tokens": [ + -2.813788890838623 + ], + "logprob_reward": -0.06378883868455887, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06378883868455887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21589961647987366, + 0.036918625235557556, + 0.12762218713760376, + 0.059764642268419266, + 0.16809004545211792, + 0.11764054000377655, + 0.06183772161602974, + 0.05863524600863457, + 0.08257319033145905, + 0.07101809978485107 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.06378883868455887 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019564551766961813 + ], + "opposite_logprob_tokens": [ + -6.251956462860107 + ], + "logprob_reward": -0.0019564551766961813, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019564551766961813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14442706108093262, + 0.055287472903728485, + 0.06874862313270569, + 0.05856936424970627, + 0.11582249402999878, + 0.07379470765590668, + 0.04310928285121918, + 0.1407027393579483, + 0.041754670441150665, + 0.25778356194496155 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0019564551766961813 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0380992516875267 + ], + "opposite_logprob_tokens": [ + -3.2880992889404297 + ], + "logprob_reward": -0.0380992516875267, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0380992516875267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29350078105926514, + 0.11126085370779037, + 0.0980939194560051, + 0.05025286227464676, + 0.06704334169626236, + 0.06169025972485542, + 0.08229156583547592, + 0.06939847022294998, + 0.08229636400938034, + 0.08417148143053055 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0380992516875267 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134292960166931 + ], + "opposite_logprob_tokens": [ + -1.313429355621338 + ], + "logprob_reward": -0.3134292960166931, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134292960166931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11278679221868515, + 0.0941719114780426, + 0.06857951730489731, + 0.07603762298822403, + 0.10168102383613586, + 0.07905034720897675, + 0.12685181200504303, + 0.17596444487571716, + 0.11046552658081055, + 0.05441092699766159 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.3134292960166931 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633516490459442 + ], + "opposite_logprob_tokens": [ + -3.6513352394104004 + ], + "logprob_reward": -0.02633516490459442, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633516490459442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21018895506858826, + 0.122820645570755, + 0.07570282369852066, + 0.031919702887535095, + 0.0651145875453949, + 0.10185566544532776, + 0.11980012059211731, + 0.04714420065283775, + 0.0514618381857872, + 0.17399142682552338 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.02633516490459442 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of high-speed nature photography, an extreme macro lens initiates a slow, deliberate push-in, focusing on a brilliantly colored peacock mantis shrimp (Calamaridae) floating on a sun-dappled sandy seafloor. Under the bright, diffuse underwater light, the shrimp's iridescent carapace shimmers with a dazzling spectrum of vibrant greens, electric blues, and fiery red-oranges. Its complex, stalked eyes independently track a pale, ridged clam, resting motionless on the seafloor. Its two powerful, club-like crusher appendages coil nervously beneath its body, storing immense kinetic energy. As the camera moves closer, the shrimp strikes; these appendages spring forward with such speed that they blur momentarily, but are immediately rendered in breathtaking extreme slow motion. The water around the club visibly cavitates, forming a tiny, superheated bubble of light and energy. As the stick connects with the clam shell, the camera captures the explosive moment of impact, as the shell visibly deforms under the immense pressure before shattering into a cloud of tiny crystalline shards that drift outward through the clear water, creating a primal, violent atmosphere that captures the power of nature with stunning clarity and scientific precision.", + "seed": 8710, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_15/index_348_seed_8710_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.057649290864355864, + "vlm_logprob": -0.057649290864355864, + "vlm_yes_no_margin": 3.574999976158142, + "vlm_token_credit": -0.057649290864355864, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1448298692703247 + ], + "opposite_logprob_tokens": [ + -2.019829750061035 + ], + "logprob_reward": -0.1448298692703247, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1448298692703247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06452156603336334, + 0.15314260125160217, + 0.021308207884430885, + 0.025936705991625786, + 0.27782878279685974, + 0.12987020611763, + 0.18564826250076294, + 0.02589275687932968, + 0.03886690363287926, + 0.07698401063680649 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.1448298692703247 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001729303621686995 + ], + "opposite_logprob_tokens": [ + -6.376729488372803 + ], + "logprob_reward": -0.001729303621686995, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001729303621686995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19750913977622986, + 0.09861762076616287, + 0.018920985981822014, + 0.03616369143128395, + 0.08505837619304657, + 0.13529370725154877, + 0.14854252338409424, + 0.05066744610667229, + 0.03595901280641556, + 0.19326749444007874 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.001729303621686995 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634456939995289 + ], + "opposite_logprob_tokens": [ + -3.6513445377349854 + ], + "logprob_reward": -0.02634456939995289, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634456939995289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16738735139369965, + 0.08442731201648712, + 0.03920366242527962, + 0.04336647689342499, + 0.2398720234632492, + 0.0713004320859909, + 0.10172787308692932, + 0.044117167592048645, + 0.09267153590917587, + 0.115926094353199 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.02634456939995289 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890105664730072 + ], + "opposite_logprob_tokens": [ + -2.46401047706604 + ], + "logprob_reward": -0.0890105664730072, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890105664730072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1461978405714035, + 0.10036814957857132, + 0.06421411782503128, + 0.04875100404024124, + 0.0712939202785492, + 0.12708470225334167, + 0.1346426159143448, + 0.08844305574893951, + 0.1314939260482788, + 0.0875106081366539 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.0890105664730072 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026332145556807518 + ], + "opposite_logprob_tokens": [ + -3.651332139968872 + ], + "logprob_reward": -0.026332145556807518, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026332145556807518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1640295535326004, + 0.13215401768684387, + 0.05077586695551872, + 0.035493578761816025, + 0.03821719065308571, + 0.10702181607484818, + 0.11295655369758606, + 0.06788643449544907, + 0.16458842158317566, + 0.1268765926361084 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.026332145556807518 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of high-speed nature photography, an extreme macro lens initiates a slow, deliberate push-in, focusing on a brilliantly colored peacock mantis shrimp (Calamaridae) floating on a sun-dappled sandy seafloor. Under the bright, diffuse underwater light, the shrimp's iridescent carapace shimmers with a dazzling spectrum of vibrant greens, electric blues, and fiery red-oranges. Its complex, stalked eyes independently track a pale, ridged clam, resting motionless on the seafloor. Its two powerful, club-like crusher appendages coil nervously beneath its body, storing immense kinetic energy. As the camera moves closer, the shrimp strikes; these appendages spring forward with such speed that they blur momentarily, but are immediately rendered in breathtaking extreme slow motion. The water around the club visibly cavitates, forming a tiny, superheated bubble of light and energy. As the stick connects with the clam shell, the camera captures the explosive moment of impact, as the shell visibly deforms under the immense pressure before shattering into a cloud of tiny crystalline shards that drift outward through the clear water, creating a primal, violent atmosphere that captures the power of nature with stunning clarity and scientific precision.", + "seed": 8711, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_15/index_348_seed_8711_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06214209150057286, + "vlm_logprob": -0.06214209150057286, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.06214209150057286, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0724651888012886 + ], + "opposite_logprob_tokens": [ + -2.697465181350708 + ], + "logprob_reward": -0.0724651888012886, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0724651888012886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3568103611469269, + 0.04261363297700882, + 0.03173955902457237, + 0.040515005588531494, + 0.2926248013973236, + 0.03345472738146782, + 0.04667002707719803, + 0.04476538300514221, + 0.050196852535009384, + 0.06060965359210968 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.0724651888012886 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017337066819891334 + ], + "opposite_logprob_tokens": [ + -6.376733779907227 + ], + "logprob_reward": -0.0017337066819891334, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017337066819891334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21286039054393768, + 0.04053058475255966, + 0.07456611096858978, + 0.0627376139163971, + 0.16271452605724335, + 0.03802506625652313, + 0.08239636570215225, + 0.05070824921131134, + 0.1564614176750183, + 0.11899970471858978 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.0017337066819891334 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026346543803811073 + ], + "opposite_logprob_tokens": [ + -3.651346445083618 + ], + "logprob_reward": -0.026346543803811073, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026346543803811073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2942965030670166, + 0.03738563880324364, + 0.06301675736904144, + 0.05057961493730545, + 0.22033953666687012, + 0.03235810995101929, + 0.04771396145224571, + 0.06276923418045044, + 0.057131823152303696, + 0.13440890610218048 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.026346543803811073 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015330046415329 + ], + "opposite_logprob_tokens": [ + -1.7015329599380493 + ], + "logprob_reward": -0.2015330046415329, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015330046415329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.253557413816452, + 0.1094396561384201, + 0.05017046630382538, + 0.05302134528756142, + 0.09954913705587387, + 0.0425213985145092, + 0.055927127599716187, + 0.06283213943243027, + 0.1640038788318634, + 0.10897749662399292 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.2015330046415329 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock mantis shrimp (Calamaridae) floating on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp's carapace display iridescent colors including vibrant greens, electric blues, and fiery red-oranges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's two club-like crusher appendages visible coiled beneath its body before the strike?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the appendages striking the clam with such speed that they blur momentarily before being rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the impact shown with the clam shell deforming and shattering into a cloud of tiny crystalline shards in clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008632013574242592 + ], + "opposite_logprob_tokens": [ + -4.758632183074951 + ], + "logprob_reward": -0.008632013574242592, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008632013574242592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4519599676132202, + 0.04563317447900772, + 0.04203689470887184, + 0.019321933388710022, + 0.04079775884747505, + 0.04642116278409958, + 0.030434822663664818, + 0.017394257709383965, + 0.06355147063732147, + 0.24244847893714905 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.008632013574242592 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_2/index_tensor([8742, 8742])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_2/index_tensor([8742, 8742])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1cede4448e51aa394714c797a0a98806a5eacf06 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_2/index_tensor([8742, 8742])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up shot, captured from a slightly overhead angle, focuses on a plump pink peony. A vintage, warm yellow light from the side gently illuminates the flower, imbuing its delicate, silky petals with a rich, painterly quality. The edges of the petals are subtly wrinkled and shimmer with a near-translucent halo. The background is completely blurred, with only the faint outlines of dark wood furniture visible. As the camera pans, the outermost, lighter petals unfold with remarkable slowness and grace. Then, the inner petals, rising in a spiral, gradually unfold, one by one, in a staggered, rhythmic pattern. From the outer layer, a delicate pink-white hue gradually transitions to a deeper rouge red at the center. The light casts soft shadows between the layers of petals, enhancing the image's three-dimensionality and depth. Finally, the golden stamens are slowly revealed within the gentle embrace of the pink. The entire process is imbued with a poetic atmosphere of tranquility, elegance, and vitality, perfectly capturing the fleeting beauty of life blossoming amidst the passage of time.", + "seed": 13747, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_2/index_8742_seed_13747_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.023463369254022835, + "vlm_logprob": -0.023463369254022835, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.023463369254022835, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006441070232540369 + ], + "opposite_logprob_tokens": [ + -5.256441116333008 + ], + "logprob_reward": -0.006441070232540369, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006441070232540369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13791388273239136, + 0.13653245568275452, + 0.0576632097363472, + 0.16168425977230072, + 0.2729218602180481, + 0.06702613085508347, + 0.04950527101755142, + 0.04002249613404274, + 0.04272572323679924, + 0.03400465101003647 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.006441070232540369 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810728341341019 + ], + "opposite_logprob_tokens": [ + -3.288107395172119 + ], + "logprob_reward": -0.03810728341341019, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810728341341019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10543444752693176, + 0.050199076533317566, + 0.04437209665775299, + 0.16384480893611908, + 0.31261906027793884, + 0.09602200239896774, + 0.08571180701255798, + 0.049060992896556854, + 0.050494346767663956, + 0.04224134609103203 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.03810728341341019 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554895132780075 + ], + "opposite_logprob_tokens": [ + -4.387555122375488 + ], + "logprob_reward": -0.012554895132780075, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554895132780075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1445937603712082, + 0.16049379110336304, + 0.0594390369951725, + 0.3799698054790497, + 0.05469437688589096, + 0.04384998977184296, + 0.029220817610621452, + 0.03345412015914917, + 0.03953627124428749, + 0.05474800989031792 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.012554895132780075 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054953280836343765 + ], + "opposite_logprob_tokens": [ + -2.9299533367156982 + ], + "logprob_reward": -0.054953280836343765, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054953280836343765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07662896066904068, + 0.11667736619710922, + 0.12996864318847656, + 0.1275825947523117, + 0.22198531031608582, + 0.10551056265830994, + 0.04463660717010498, + 0.02963939681649208, + 0.08586814254522324, + 0.06150244548916817 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.054953280836343765 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260316655039787 + ], + "opposite_logprob_tokens": [ + -5.255260467529297 + ], + "logprob_reward": -0.005260316655039787, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260316655039787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050207335501909256, + 0.104756198823452, + 0.06860800832509995, + 0.08082486689090729, + 0.12546224892139435, + 0.05268242582678795, + 0.11380377411842346, + 0.07148680835962296, + 0.12069439888000488, + 0.21147391200065613 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.005260316655039787 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot, captured from a slightly overhead angle, focuses on a plump pink peony. A vintage, warm yellow light from the side gently illuminates the flower, imbuing its delicate, silky petals with a rich, painterly quality. The edges of the petals are subtly wrinkled and shimmer with a near-translucent halo. The background is completely blurred, with only the faint outlines of dark wood furniture visible. As the camera pans, the outermost, lighter petals unfold with remarkable slowness and grace. Then, the inner petals, rising in a spiral, gradually unfold, one by one, in a staggered, rhythmic pattern. From the outer layer, a delicate pink-white hue gradually transitions to a deeper rouge red at the center. The light casts soft shadows between the layers of petals, enhancing the image's three-dimensionality and depth. Finally, the golden stamens are slowly revealed within the gentle embrace of the pink. The entire process is imbued with a poetic atmosphere of tranquility, elegance, and vitality, perfectly capturing the fleeting beauty of life blossoming amidst the passage of time.", + "seed": 13748, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_2/index_8742_seed_13748_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012484114989638329, + "vlm_logprob": -0.012484114989638329, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.012484114989638329, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003736421000212431 + ], + "opposite_logprob_tokens": [ + -5.87873649597168 + ], + "logprob_reward": -0.003736421000212431, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.003736421000212431, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16923107206821442, + 0.0528385266661644, + 0.06736769527196884, + 0.038402482867240906, + 0.03760463744401932, + 0.3750188946723938, + 0.052972033619880676, + 0.1017368733882904, + 0.022040955722332, + 0.08278681337833405 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.003736421000212431 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082993820309639 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011082993820309639, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082993820309639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0988016426563263, + 0.05970174819231033, + 0.11167743802070618, + 0.0617155022919178, + 0.040538761764764786, + 0.2775648236274719, + 0.04581993445754051, + 0.0772450864315033, + 0.08774559944868088, + 0.1391894519329071 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.011082993820309639 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646431379020214 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.008646431379020214, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646431379020214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22250975668430328, + 0.06669272482395172, + 0.08202553540468216, + 0.09702134132385254, + 0.07605506479740143, + 0.12534750998020172, + 0.03273434191942215, + 0.09441005438566208, + 0.11017712205648422, + 0.09302658587694168 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.008646431379020214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033698562532663345 + ], + "opposite_logprob_tokens": [ + -3.408698558807373 + ], + "logprob_reward": -0.033698562532663345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033698562532663345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16311794519424438, + 0.17953531444072723, + 0.09552069008350372, + 0.10490408539772034, + 0.060179051011800766, + 0.11711316555738449, + 0.08801960945129395, + 0.07467392086982727, + 0.02516433782875538, + 0.0917719379067421 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.033698562532663345 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005256166215986013 + ], + "opposite_logprob_tokens": [ + -5.255256175994873 + ], + "logprob_reward": -0.005256166215986013, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005256166215986013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10761986672878265, + 0.037845678627491, + 0.060884974896907806, + 0.05359859764575958, + 0.022567519918084145, + 0.10702631622552872, + 0.15156243741512299, + 0.09516321867704391, + 0.20068669319152832, + 0.16304466128349304 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.005256166215986013 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot, captured from a slightly overhead angle, focuses on a plump pink peony. A vintage, warm yellow light from the side gently illuminates the flower, imbuing its delicate, silky petals with a rich, painterly quality. The edges of the petals are subtly wrinkled and shimmer with a near-translucent halo. The background is completely blurred, with only the faint outlines of dark wood furniture visible. As the camera pans, the outermost, lighter petals unfold with remarkable slowness and grace. Then, the inner petals, rising in a spiral, gradually unfold, one by one, in a staggered, rhythmic pattern. From the outer layer, a delicate pink-white hue gradually transitions to a deeper rouge red at the center. The light casts soft shadows between the layers of petals, enhancing the image's three-dimensionality and depth. Finally, the golden stamens are slowly revealed within the gentle embrace of the pink. The entire process is imbued with a poetic atmosphere of tranquility, elegance, and vitality, perfectly capturing the fleeting beauty of life blossoming amidst the passage of time.", + "seed": 13749, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_2/index_8742_seed_13749_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02801447156816721, + "vlm_logprob": -0.02801447156816721, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.02801447156816721, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005680963862687349 + ], + "opposite_logprob_tokens": [ + -5.380681037902832 + ], + "logprob_reward": -0.005680963862687349, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005680963862687349, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22573767602443695, + 0.1503598690032959, + 0.05447316914796829, + 0.25115057826042175, + 0.09333310276269913, + 0.019203823059797287, + 0.07056697458028793, + 0.03655189275741577, + 0.06506802886724472, + 0.03355492651462555 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.005680963862687349 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494989454746246 + ], + "opposite_logprob_tokens": [ + -2.929949998855591 + ], + "logprob_reward": -0.05494989454746246, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494989454746246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12118487060070038, + 0.03283238038420677, + 0.04821682348847389, + 0.32863649725914, + 0.09662668406963348, + 0.02686505950987339, + 0.09198982268571854, + 0.1172802671790123, + 0.11448681354522705, + 0.021880749613046646 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.05494989454746246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205172657966614 + ], + "opposite_logprob_tokens": [ + -4.264204978942871 + ], + "logprob_reward": -0.014205172657966614, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205172657966614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14300549030303955, + 0.3156001567840576, + 0.06920716166496277, + 0.2810628414154053, + 0.040114421397447586, + 0.02398587390780449, + 0.03033563308417797, + 0.03763479366898537, + 0.01358049362897873, + 0.04547302424907684 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.014205172657966614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203864887356758 + ], + "opposite_logprob_tokens": [ + -2.8120386600494385 + ], + "logprob_reward": -0.06203864887356758, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203864887356758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15391843020915985, + 0.12096939980983734, + 0.06923830509185791, + 0.34323564171791077, + 0.06738990545272827, + 0.020569242537021637, + 0.07501029968261719, + 0.05209450051188469, + 0.08030115067958832, + 0.017273133620619774 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.06203864887356758 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031976778991520405 + ], + "opposite_logprob_tokens": [ + -5.75319766998291 + ], + "logprob_reward": -0.0031976778991520405, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031976778991520405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05434248596429825, + 0.11325166374444962, + 0.02325187437236309, + 0.24943199753761292, + 0.07071444392204285, + 0.03808236122131348, + 0.0862133577466011, + 0.05522213876247406, + 0.08753947168588638, + 0.2219502031803131 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.0031976778991520405 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot, captured from a slightly overhead angle, focuses on a plump pink peony. A vintage, warm yellow light from the side gently illuminates the flower, imbuing its delicate, silky petals with a rich, painterly quality. The edges of the petals are subtly wrinkled and shimmer with a near-translucent halo. The background is completely blurred, with only the faint outlines of dark wood furniture visible. As the camera pans, the outermost, lighter petals unfold with remarkable slowness and grace. Then, the inner petals, rising in a spiral, gradually unfold, one by one, in a staggered, rhythmic pattern. From the outer layer, a delicate pink-white hue gradually transitions to a deeper rouge red at the center. The light casts soft shadows between the layers of petals, enhancing the image's three-dimensionality and depth. Finally, the golden stamens are slowly revealed within the gentle embrace of the pink. The entire process is imbued with a poetic atmosphere of tranquility, elegance, and vitality, perfectly capturing the fleeting beauty of life blossoming amidst the passage of time.", + "seed": 13750, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_2/index_8742_seed_13750_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.028515376150608063, + "vlm_logprob": -0.028515376150608063, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.028515376150608063, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004331492818892002 + ], + "opposite_logprob_tokens": [ + -5.879331588745117 + ], + "logprob_reward": -0.004331492818892002, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.004331492818892002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12514199316501617, + 0.0731835663318634, + 0.07501443475484848, + 0.071672223508358, + 0.09683261066675186, + 0.07031737267971039, + 0.08000173419713974, + 0.08069763332605362, + 0.09854230284690857, + 0.22859613597393036 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.004331492818892002 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001392543315887 + ], + "opposite_logprob_tokens": [ + -2.695013999938965 + ], + "logprob_reward": -0.07001392543315887, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001392543315887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07533221691846848, + 0.08870770037174225, + 0.08062216639518738, + 0.029323335736989975, + 0.3939357101917267, + 0.0494123212993145, + 0.06666071712970734, + 0.03959415853023529, + 0.14417482912540436, + 0.032236866652965546 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.07001392543315887 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790733456611633 + ], + "opposite_logprob_tokens": [ + -4.634790897369385 + ], + "logprob_reward": -0.009790733456611633, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790733456611633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15534211695194244, + 0.09869667142629623, + 0.05748768895864487, + 0.06778886169195175, + 0.1880960464477539, + 0.050837140530347824, + 0.14548411965370178, + 0.08211646974086761, + 0.08769045770168304, + 0.06646046042442322 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.009790733456611633 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865330085158348 + ], + "opposite_logprob_tokens": [ + -3.0486533641815186 + ], + "logprob_reward": -0.04865330085158348, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865330085158348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18348796665668488, + 0.12032200396060944, + 0.0749780461192131, + 0.10840384662151337, + 0.07778602838516235, + 0.0650409460067749, + 0.06547093391418457, + 0.13563795387744904, + 0.06711827218532562, + 0.10175400972366333 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.04865330085158348 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a plump pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred with only faint outlines of dark wood furniture visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the petals unfold slowly in a staggered, rhythmic pattern starting from the outer layer to the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are golden stamens visible at the center of the flower?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787428192794323 + ], + "opposite_logprob_tokens": [ + -4.634787559509277 + ], + "logprob_reward": -0.009787428192794323, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787428192794323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03809544816613197, + 0.030165966600179672, + 0.023577867075800896, + 0.031273022294044495, + 0.03482307866215706, + 0.019796548411250114, + 0.02074100449681282, + 0.03423471376299858, + 0.0691339299082756, + 0.6981583833694458 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.009787428192794323 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_3/index_tensor([7429, 7429])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_3/index_tensor([7429, 7429])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ab1693199514c221908229ddf1a86fa1d068d0ad --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_3/index_tensor([7429, 7429])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, overhead shot hovers almost vertically over the center of a crumbling stone temple. A lone beam of light pierces through a gaping hole in the ceiling, casting a precise spotlight on a female adventurer sprawled on her back on the ground. She is covered in dust, her long, tousled dark brown hair streaked with dry leaves and gravel, scattered across the shattered stone slabs. Her dust-stained face bears a few dry scratches. She wears a frayed dark green canvas jacket and dark brown leather pants, her limbs stretched limply with the air of someone who has survived a catastrophe. Around her lie scattered massive stones and broken pillars, carved with faded runes. Tenacious moss creeps through the cracks, adding a touch of dark green to the gray-brown ruins. Within the still beam of light, countless tiny dust particles dance slowly, creating an almost sacred stillness. Suddenly, her fingers twitched slightly, and then her long eyelashes covered with dust began to tremble. Then, her eyes opened extremely slowly and with great effort, revealing a pair of amber eyes that were initially out of focus due to confusion, and then gradually focused in the dazzling light. The whole scene was filled with mystery, loneliness and a tranquil atmosphere of surviving a disaster under the strong contrast between light and dark.", + "seed": 3234, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_3/index_7429_seed_3234_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24997830651700498, + "vlm_logprob": -0.24997830651700498, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.24997830651700498, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0571904182434082 + ], + "opposite_logprob_tokens": [ + -0.4321904182434082 + ], + "logprob_reward": -1.0571904182434082, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0571904182434082, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0791446641087532, + 0.2801037132740021, + 0.20874466001987457, + 0.10810719430446625, + 0.03680916130542755, + 0.021502574905753136, + 0.023302782326936722, + 0.12490708380937576, + 0.03243206813931465, + 0.08494612574577332 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -1.0571904182434082 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813252970576286 + ], + "opposite_logprob_tokens": [ + -3.288132429122925 + ], + "logprob_reward": -0.03813252970576286, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813252970576286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06485086679458618, + 0.49592697620391846, + 0.23564250767230988, + 0.03322048857808113, + 0.031847044825553894, + 0.006522728130221367, + 0.01209736056625843, + 0.02558017708361149, + 0.009359398856759071, + 0.08495240658521652 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.03813252970576286 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020610684528946877 + ], + "opposite_logprob_tokens": [ + -3.8956105709075928 + ], + "logprob_reward": -0.020610684528946877, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020610684528946877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04537680745124817, + 0.1770690232515335, + 0.5017428398132324, + 0.04989239200949669, + 0.03960476815700531, + 0.02445259690284729, + 0.012426022440195084, + 0.03322162479162216, + 0.011108345352113247, + 0.10510561615228653 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.020610684528946877 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549660325050354 + ], + "opposite_logprob_tokens": [ + -2.9299659729003906 + ], + "logprob_reward": -0.0549660325050354, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549660325050354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047287315130233765, + 0.4616110324859619, + 0.30311712622642517, + 0.05515694245696068, + 0.01757938228547573, + 0.016776666045188904, + 0.009842072613537312, + 0.013498109765350819, + 0.006125472951680422, + 0.06900590658187866 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.0549660325050354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899186760187149 + ], + "opposite_logprob_tokens": [ + -2.5789918899536133 + ], + "logprob_reward": -0.07899186760187149, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899186760187149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23502428829669952, + 0.11376632004976273, + 0.13449640572071075, + 0.06398272514343262, + 0.08553609251976013, + 0.07007666677236557, + 0.01662043295800686, + 0.03676792234182358, + 0.024781608954072, + 0.21894749999046326 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.07899186760187149 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, overhead shot hovers almost vertically over the center of a crumbling stone temple. A lone beam of light pierces through a gaping hole in the ceiling, casting a precise spotlight on a female adventurer sprawled on her back on the ground. She is covered in dust, her long, tousled dark brown hair streaked with dry leaves and gravel, scattered across the shattered stone slabs. Her dust-stained face bears a few dry scratches. She wears a frayed dark green canvas jacket and dark brown leather pants, her limbs stretched limply with the air of someone who has survived a catastrophe. Around her lie scattered massive stones and broken pillars, carved with faded runes. Tenacious moss creeps through the cracks, adding a touch of dark green to the gray-brown ruins. Within the still beam of light, countless tiny dust particles dance slowly, creating an almost sacred stillness. Suddenly, her fingers twitched slightly, and then her long eyelashes covered with dust began to tremble. Then, her eyes opened extremely slowly and with great effort, revealing a pair of amber eyes that were initially out of focus due to confusion, and then gradually focused in the dazzling light. The whole scene was filled with mystery, loneliness and a tranquil atmosphere of surviving a disaster under the strong contrast between light and dark.", + "seed": 3235, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_3/index_7429_seed_3235_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18567900098860263, + "vlm_logprob": -0.18567900098860263, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.18567900098860263, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7622501254081726 + ], + "opposite_logprob_tokens": [ + -0.6372501254081726 + ], + "logprob_reward": -0.7622501254081726, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7622501254081726, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23616912961006165, + 0.03890944644808769, + 0.09213178604841232, + 0.07101370394229889, + 0.1447758674621582, + 0.09392927587032318, + 0.029193948954343796, + 0.10307154804468155, + 0.14775314927101135, + 0.04305212199687958 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.7622501254081726 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014222213998436928 + ], + "opposite_logprob_tokens": [ + -4.264222145080566 + ], + "logprob_reward": -0.014222213998436928, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014222213998436928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0757821798324585, + 0.020863177254796028, + 0.07322396337985992, + 0.03852788358926773, + 0.10681704431772232, + 0.03354964405298233, + 0.061055898666381836, + 0.2756972908973694, + 0.1727091372013092, + 0.1417737603187561 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.014222213998436928 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0431005097925663 + ], + "opposite_logprob_tokens": [ + -3.168100595474243 + ], + "logprob_reward": -0.0431005097925663, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0431005097925663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08437071740627289, + 0.05063957720994949, + 0.04565883055329323, + 0.030853457748889923, + 0.27803924679756165, + 0.036149367690086365, + 0.24896076321601868, + 0.08203820139169693, + 0.08266659826040268, + 0.06062318757176399 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.0431005097925663 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029817182570695877 + ], + "opposite_logprob_tokens": [ + -3.5298171043395996 + ], + "logprob_reward": -0.029817182570695877, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029817182570695877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10449716448783875, + 0.01911412924528122, + 0.08467190712690353, + 0.03637400269508362, + 0.11470181494951248, + 0.04515063762664795, + 0.11139818280935287, + 0.17589189112186432, + 0.1310252696275711, + 0.17717501521110535 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.029817182570695877 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900497317314148 + ], + "opposite_logprob_tokens": [ + -2.579005002975464 + ], + "logprob_reward": -0.07900497317314148, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900497317314148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38897904753685, + 0.03262348100543022, + 0.03451986983418465, + 0.03044803813099861, + 0.2317027896642685, + 0.044563017785549164, + 0.053898461163043976, + 0.09771011769771576, + 0.036087870597839355, + 0.04946734383702278 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.07900497317314148 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, overhead shot hovers almost vertically over the center of a crumbling stone temple. A lone beam of light pierces through a gaping hole in the ceiling, casting a precise spotlight on a female adventurer sprawled on her back on the ground. She is covered in dust, her long, tousled dark brown hair streaked with dry leaves and gravel, scattered across the shattered stone slabs. Her dust-stained face bears a few dry scratches. She wears a frayed dark green canvas jacket and dark brown leather pants, her limbs stretched limply with the air of someone who has survived a catastrophe. Around her lie scattered massive stones and broken pillars, carved with faded runes. Tenacious moss creeps through the cracks, adding a touch of dark green to the gray-brown ruins. Within the still beam of light, countless tiny dust particles dance slowly, creating an almost sacred stillness. Suddenly, her fingers twitched slightly, and then her long eyelashes covered with dust began to tremble. Then, her eyes opened extremely slowly and with great effort, revealing a pair of amber eyes that were initially out of focus due to confusion, and then gradually focused in the dazzling light. The whole scene was filled with mystery, loneliness and a tranquil atmosphere of surviving a disaster under the strong contrast between light and dark.", + "seed": 3236, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_3/index_7429_seed_3236_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2914312943816185, + "vlm_logprob": -0.2914312943816185, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.2914312943816185, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2267142534255981 + ], + "opposite_logprob_tokens": [ + -0.35171422362327576 + ], + "logprob_reward": -1.2267142534255981, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2267142534255981, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16424167156219482, + 0.1649284064769745, + 0.16050653159618378, + 0.09483591467142105, + 0.09610022604465485, + 0.09478142112493515, + 0.022374341264367104, + 0.052259813994169235, + 0.06390420347452164, + 0.08606743067502975 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -1.2267142534255981 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870280995965004 + ], + "opposite_logprob_tokens": [ + -3.0487027168273926 + ], + "logprob_reward": -0.04870280995965004, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870280995965004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.237824484705925, + 0.13156388700008392, + 0.07114492356777191, + 0.10763026773929596, + 0.0816558226943016, + 0.08840381354093552, + 0.03626765310764313, + 0.0844532921910286, + 0.07779844850301743, + 0.08325745165348053 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04870280995965004 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026389967650175095 + ], + "opposite_logprob_tokens": [ + -3.6513900756835938 + ], + "logprob_reward": -0.026389967650175095, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026389967650175095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15591852366924286, + 0.20885197818279266, + 0.10450196266174316, + 0.06938473880290985, + 0.08753432333469391, + 0.0671372041106224, + 0.06365052610635757, + 0.036290667951107025, + 0.1314820498228073, + 0.07524804025888443 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.026389967650175095 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036930441856384 + ], + "opposite_logprob_tokens": [ + -2.3503692150115967 + ], + "logprob_reward": -0.10036930441856384, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036930441856384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08107683807611465, + 0.17375823855400085, + 0.1300160437822342, + 0.08438150584697723, + 0.07055473327636719, + 0.06467312574386597, + 0.0368872806429863, + 0.08782205730676651, + 0.10823211818933487, + 0.16259805858135223 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.10036930441856384 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498013645410538 + ], + "opposite_logprob_tokens": [ + -2.9299800395965576 + ], + "logprob_reward": -0.05498013645410538, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498013645410538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24867908656597137, + 0.27573177218437195, + 0.2243066132068634, + 0.049685023725032806, + 0.032906293869018555, + 0.012786634266376495, + 0.019793054088950157, + 0.050603870302438736, + 0.052135027945041656, + 0.03337269648909569 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.05498013645410538 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, overhead shot hovers almost vertically over the center of a crumbling stone temple. A lone beam of light pierces through a gaping hole in the ceiling, casting a precise spotlight on a female adventurer sprawled on her back on the ground. She is covered in dust, her long, tousled dark brown hair streaked with dry leaves and gravel, scattered across the shattered stone slabs. Her dust-stained face bears a few dry scratches. She wears a frayed dark green canvas jacket and dark brown leather pants, her limbs stretched limply with the air of someone who has survived a catastrophe. Around her lie scattered massive stones and broken pillars, carved with faded runes. Tenacious moss creeps through the cracks, adding a touch of dark green to the gray-brown ruins. Within the still beam of light, countless tiny dust particles dance slowly, creating an almost sacred stillness. Suddenly, her fingers twitched slightly, and then her long eyelashes covered with dust began to tremble. Then, her eyes opened extremely slowly and with great effort, revealing a pair of amber eyes that were initially out of focus due to confusion, and then gradually focused in the dazzling light. The whole scene was filled with mystery, loneliness and a tranquil atmosphere of surviving a disaster under the strong contrast between light and dark.", + "seed": 3237, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_3/index_7429_seed_3237_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11884401738643646, + "vlm_logprob": -0.11884401738643646, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.11884401738643646, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5257092714309692 + ], + "opposite_logprob_tokens": [ + -0.9007092714309692 + ], + "logprob_reward": -0.5257092714309692, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5257092714309692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06968367099761963, + 0.15671543776988983, + 0.044717270880937576, + 0.06210527569055557, + 0.20240890979766846, + 0.038689617067575455, + 0.12728378176689148, + 0.027014311403036118, + 0.1585157960653305, + 0.11286591738462448 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.5257092714309692 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046554747968912125 + ], + "opposite_logprob_tokens": [ + -5.379655361175537 + ], + "logprob_reward": -0.0046554747968912125, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046554747968912125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13858897984027863, + 0.11350572109222412, + 0.06408092379570007, + 0.033294517546892166, + 0.07594531774520874, + 0.051153045147657394, + 0.17197772860527039, + 0.04524356871843338, + 0.2324734777212143, + 0.07373671233654022 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.0046554747968912125 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211166650056839 + ], + "opposite_logprob_tokens": [ + -4.264211177825928 + ], + "logprob_reward": -0.014211166650056839, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211166650056839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12656131386756897, + 0.24231302738189697, + 0.03150982782244682, + 0.041291892528533936, + 0.07741405814886093, + 0.04373200982809067, + 0.08062282204627991, + 0.047114402055740356, + 0.2007385939359665, + 0.10870208591222763 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.014211166650056839 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329937182366848 + ], + "opposite_logprob_tokens": [ + -3.7732994556427 + ], + "logprob_reward": -0.02329937182366848, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329937182366848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30049261450767517, + 0.13934193551540375, + 0.044336069375276566, + 0.020823270082473755, + 0.05613720789551735, + 0.06098414957523346, + 0.05829920992255211, + 0.04219479486346245, + 0.06836173683404922, + 0.20902898907661438 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.02329937182366848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a high-angle overhead shot hovering vertically over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female adventurer visible lying on her back on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a frayed dark green canvas jacket and dark brown leather pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the character's eyes visible opening slowly to reveal amber eyes that transition from out of focus to focused?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single beam of light piercing through a hole in the ceiling to cast a spotlight on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344802230596542 + ], + "opposite_logprob_tokens": [ + -3.6513447761535645 + ], + "logprob_reward": -0.026344802230596542, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344802230596542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25878334045410156, + 0.3837122321128845, + 0.037657711654901505, + 0.0390453077852726, + 0.04221966862678528, + 0.03738304227590561, + 0.057884201407432556, + 0.01287972554564476, + 0.05418240278959274, + 0.07625232636928558 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.026344802230596542 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_4/index_tensor([3461, 3461])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_4/index_tensor([3461, 3461])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c5c01a757fb782affb672ea4fe8ecb1502b004d6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_4/index_tensor([3461, 3461])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic low-angle tracking shot glides smoothly parallel to a vibrant, metallic crimson sports car as it charges decisively forward across the rain-slicked, gleaming black asphalt of a nighttime city street. The car's sharp LED headlights pierce the fine mist suspended in the air, creating a brilliant, shimmering stream of pure white light that illuminates the wet road ahead. As it effortlessly overtakes a line of slow-moving vehicles, the car's spotless, beaded surface resembles a distorting, shifting mirror. Reflections of the glowing red taillights of neighboring cars and the kaleidoscopic blue, pink, and green of towering city neon signs blur into long, flowing streaks of color across its sleek, aerodynamic body. The movement is swift and controlled, with water from the tires spraying out in tiny, backlit plumes, creating the atmosphere of a sleek, high-energy, intense nighttime cinema of power and speed.", + "seed": 28783, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_4/index_3461_seed_28783_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02602139920927584, + "vlm_logprob": -0.02602139920927584, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.02602139920927584, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01141457911580801 + ], + "opposite_logprob_tokens": [ + -4.511414527893066 + ], + "logprob_reward": -0.01141457911580801, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01141457911580801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24826286733150482, + 0.09851212054491043, + 0.05520903319120407, + 0.10949519276618958, + 0.18950879573822021, + 0.04533185437321663, + 0.05140303075313568, + 0.05510074272751808, + 0.06076078116893768, + 0.08641562610864639 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.01141457911580801 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979462917894125 + ], + "opposite_logprob_tokens": [ + -4.63479471206665 + ], + "logprob_reward": -0.00979462917894125, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979462917894125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13755841553211212, + 0.045044880360364914, + 0.11895384639501572, + 0.02845768816769123, + 0.07225006073713303, + 0.17320004105567932, + 0.07410135865211487, + 0.10349929332733154, + 0.03870980441570282, + 0.20822463929653168 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.00979462917894125 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178876489400864 + ], + "opposite_logprob_tokens": [ + -4.018178939819336 + ], + "logprob_reward": -0.018178876489400864, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018178876489400864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23172500729560852, + 0.075345478951931, + 0.11866380274295807, + 0.07783762365579605, + 0.046622712165117264, + 0.11205469816923141, + 0.044983796775341034, + 0.12573184072971344, + 0.05151263251900673, + 0.11552241444587708 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.018178876489400864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017121669370681047 + ], + "opposite_logprob_tokens": [ + -6.376712322235107 + ], + "logprob_reward": -0.0017121669370681047, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017121669370681047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21055130660533905, + 0.0579051710665226, + 0.08966876566410065, + 0.05305296182632446, + 0.1576717644929886, + 0.06335131824016571, + 0.08449861407279968, + 0.04642403498291969, + 0.10053857415914536, + 0.13633741438388824 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.0017121669370681047 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900674432516098 + ], + "opposite_logprob_tokens": [ + -2.4640066623687744 + ], + "logprob_reward": -0.08900674432516098, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900674432516098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17636793851852417, + 0.08391014486551285, + 0.10054562985897064, + 0.04379749670624733, + 0.0731436237692833, + 0.1700606346130371, + 0.0808430016040802, + 0.14553558826446533, + 0.04749047011137009, + 0.07830552011728287 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.08900674432516098 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot glides smoothly parallel to a vibrant, metallic crimson sports car as it charges decisively forward across the rain-slicked, gleaming black asphalt of a nighttime city street. The car's sharp LED headlights pierce the fine mist suspended in the air, creating a brilliant, shimmering stream of pure white light that illuminates the wet road ahead. As it effortlessly overtakes a line of slow-moving vehicles, the car's spotless, beaded surface resembles a distorting, shifting mirror. Reflections of the glowing red taillights of neighboring cars and the kaleidoscopic blue, pink, and green of towering city neon signs blur into long, flowing streaks of color across its sleek, aerodynamic body. The movement is swift and controlled, with water from the tires spraying out in tiny, backlit plumes, creating the atmosphere of a sleek, high-energy, intense nighttime cinema of power and speed.", + "seed": 28784, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_4/index_3461_seed_28784_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.025443274853751065, + "vlm_logprob": -0.025443274853751065, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.025443274853751065, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016619568690657616 + ], + "opposite_logprob_tokens": [ + -4.141619682312012 + ], + "logprob_reward": -0.016619568690657616, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016619568690657616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056467194110155106, + 0.04416082054376602, + 0.12237314879894257, + 0.04094057157635689, + 0.04103558510541916, + 0.5373127460479736, + 0.026342099532485008, + 0.025116628035902977, + 0.08390335738658905, + 0.022347846999764442 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.016619568690657616 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307539016008377 + ], + "opposite_logprob_tokens": [ + -3.1680753231048584 + ], + "logprob_reward": -0.04307539016008377, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307539016008377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036295562982559204, + 0.009311176836490631, + 0.042423903942108154, + 0.016671063378453255, + 0.013265183195471764, + 0.7653210163116455, + 0.01645965315401554, + 0.024256080389022827, + 0.04156297817826271, + 0.03443336859345436 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.04307539016008377 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775623679161072 + ], + "opposite_logprob_tokens": [ + -4.634775638580322 + ], + "logprob_reward": -0.009775623679161072, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775623679161072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1159542128443718, + 0.07693099230527878, + 0.09691008180379868, + 0.03370862081646919, + 0.06683619320392609, + 0.33593079447746277, + 0.0338502898812294, + 0.09058153629302979, + 0.1063537672162056, + 0.04294348135590553 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.009775623679161072 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028169972356408834 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.0028169972356408834, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028169972356408834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23159857094287872, + 0.05697593465447426, + 0.13209892809391022, + 0.12243838608264923, + 0.035898689180612564, + 0.09265478700399399, + 0.06127707287669182, + 0.10353496670722961, + 0.09202707558870316, + 0.07149561494588852 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0028169972356408834 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054928794503211975 + ], + "opposite_logprob_tokens": [ + -2.929928779602051 + ], + "logprob_reward": -0.054928794503211975, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054928794503211975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09306927025318146, + 0.05495771765708923, + 0.2614600956439972, + 0.07960893958806992, + 0.022537296637892723, + 0.3147915005683899, + 0.0389811173081398, + 0.048472099006175995, + 0.04692520946264267, + 0.039196763187646866 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.054928794503211975 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot glides smoothly parallel to a vibrant, metallic crimson sports car as it charges decisively forward across the rain-slicked, gleaming black asphalt of a nighttime city street. The car's sharp LED headlights pierce the fine mist suspended in the air, creating a brilliant, shimmering stream of pure white light that illuminates the wet road ahead. As it effortlessly overtakes a line of slow-moving vehicles, the car's spotless, beaded surface resembles a distorting, shifting mirror. Reflections of the glowing red taillights of neighboring cars and the kaleidoscopic blue, pink, and green of towering city neon signs blur into long, flowing streaks of color across its sleek, aerodynamic body. The movement is swift and controlled, with water from the tires spraying out in tiny, backlit plumes, creating the atmosphere of a sleek, high-energy, intense nighttime cinema of power and speed.", + "seed": 28785, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_4/index_3461_seed_28785_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.033548090141266584, + "vlm_logprob": -0.033548090141266584, + "vlm_yes_no_margin": 3.824999952316284, + "vlm_token_credit": -0.033548090141266584, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018339822068810463 + ], + "opposite_logprob_tokens": [ + -4.01833963394165 + ], + "logprob_reward": -0.018339822068810463, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018339822068810463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27973249554634094, + 0.07474596053361893, + 0.02654402144253254, + 0.28410741686820984, + 0.05122144892811775, + 0.032414551824331284, + 0.032171379774808884, + 0.10804826021194458, + 0.057308539748191833, + 0.05370590090751648 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.018339822068810463 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048661477863788605 + ], + "opposite_logprob_tokens": [ + -3.048661470413208 + ], + "logprob_reward": -0.048661477863788605, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048661477863788605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46622857451438904, + 0.09954283386468887, + 0.03119100071489811, + 0.1642863005399704, + 0.09073343873023987, + 0.059169139713048935, + 0.02068892866373062, + 0.029258733615279198, + 0.016420746222138405, + 0.0224803127348423 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.048661477863788605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018175950273871422 + ], + "opposite_logprob_tokens": [ + -4.018176078796387 + ], + "logprob_reward": -0.018175950273871422, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018175950273871422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23713168501853943, + 0.11143246293067932, + 0.07752852886915207, + 0.09087759256362915, + 0.10467252880334854, + 0.09564372897148132, + 0.0662120059132576, + 0.09382110089063644, + 0.0336734801530838, + 0.08900688588619232 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.018175950273871422 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003612422849982977 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.003612422849982977, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003612422849982977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21630629897117615, + 0.08576584607362747, + 0.03730415180325508, + 0.3313620686531067, + 0.10385137051343918, + 0.08003933727741241, + 0.03880205377936363, + 0.03132709860801697, + 0.030284589156508446, + 0.04495722055435181 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.003612422849982977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895077764987946 + ], + "opposite_logprob_tokens": [ + -2.578950881958008 + ], + "logprob_reward": -0.07895077764987946, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895077764987946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30220484733581543, + 0.11985798180103302, + 0.03191627934575081, + 0.07036491483449936, + 0.17588269710540771, + 0.1375291347503662, + 0.023687448352575302, + 0.04044998809695244, + 0.0521811805665493, + 0.04592546448111534 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.07895077764987946 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot glides smoothly parallel to a vibrant, metallic crimson sports car as it charges decisively forward across the rain-slicked, gleaming black asphalt of a nighttime city street. The car's sharp LED headlights pierce the fine mist suspended in the air, creating a brilliant, shimmering stream of pure white light that illuminates the wet road ahead. As it effortlessly overtakes a line of slow-moving vehicles, the car's spotless, beaded surface resembles a distorting, shifting mirror. Reflections of the glowing red taillights of neighboring cars and the kaleidoscopic blue, pink, and green of towering city neon signs blur into long, flowing streaks of color across its sleek, aerodynamic body. The movement is swift and controlled, with water from the tires spraying out in tiny, backlit plumes, creating the atmosphere of a sleek, high-energy, intense nighttime cinema of power and speed.", + "seed": 28786, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_4/index_3461_seed_28786_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.014974709111265838, + "vlm_logprob": -0.014974709111265838, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.014974709111265838, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0063365972600877285 + ], + "opposite_logprob_tokens": [ + -5.131336688995361 + ], + "logprob_reward": -0.0063365972600877285, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0063365972600877285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1063331887125969, + 0.11924410611391068, + 0.051606789231300354, + 0.06679433584213257, + 0.08869820088148117, + 0.13406194746494293, + 0.080253466963768, + 0.24901200830936432, + 0.03489311411976814, + 0.06910277158021927 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.0063365972600877285 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009799704886972904 + ], + "opposite_logprob_tokens": [ + -4.634799480438232 + ], + "logprob_reward": -0.009799704886972904, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009799704886972904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15820269286632538, + 0.12815752625465393, + 0.07502011954784393, + 0.0580969974398613, + 0.05086345225572586, + 0.08294588327407837, + 0.07830556482076645, + 0.21108146011829376, + 0.06738623231649399, + 0.08994007110595703 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.009799704886972904 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418777834624052 + ], + "opposite_logprob_tokens": [ + -4.264187812805176 + ], + "logprob_reward": -0.01418777834624052, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418777834624052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18225109577178955, + 0.06674470752477646, + 0.13617168366909027, + 0.031129006296396255, + 0.05783582478761673, + 0.10541869699954987, + 0.06120752915740013, + 0.18249911069869995, + 0.11704747378826141, + 0.05969485640525818 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.01418777834624052 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015120989410206676 + ], + "opposite_logprob_tokens": [ + -6.501512050628662 + ], + "logprob_reward": -0.0015120989410206676, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015120989410206676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13153325021266937, + 0.0656539797782898, + 0.06903151422739029, + 0.034864094108343124, + 0.07071571797132492, + 0.2348984330892563, + 0.09181579202413559, + 0.14723151922225952, + 0.06020982563495636, + 0.09404587000608444 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.0015120989410206676 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant, metallic crimson sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving swiftly forward on a rain-slicked, gleaming black asphalt city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a smooth low-angle tracking shot parallel to the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are reflections of red taillights and blue, pink, and green neon signs visible as streaks on the car's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is water spraying from the tires in tiny, backlit plumes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04303736612200737 + ], + "opposite_logprob_tokens": [ + -3.1680374145507812 + ], + "logprob_reward": -0.04303736612200737, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04303736612200737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11078305542469025, + 0.04856038838624954, + 0.11763110011816025, + 0.0766802504658699, + 0.23685866594314575, + 0.17991763353347778, + 0.09121860563755035, + 0.060969769954681396, + 0.04569712281227112, + 0.03168333321809769 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.04303736612200737 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_5/index_tensor([4451, 4451])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_5/index_tensor([4451, 4451])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..82d8e12e709b8d0a87f67392e083ec52671cfe9b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_5/index_tensor([4451, 4451])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, long shot, the camera slowly pans right across a vast expanse of ripe wheat fields. Under the warm, golden light of the late afternoon sun, the heavy, plump ears of wheat take on a deep, brilliant hue. The entire field resembles a golden ocean, undulating rhythmically with the breeze. The scene is initially serene and poetic, but suddenly, a sharp, piercing cry erupts from outside the frame, shattering the tranquility. In response, a large flock of sparrows, previously hidden deep among the wheat stalks, suddenly and explosively bursts upward from the depths of the wheat field. Their small, brown bodies form a chaotic, swirling cloud of dark matter, contrasting sharply against the golden background and pale blue sky. They scatter and fly off into the distance, filling the entire scene with sudden surprise and dynamic tension.", + "seed": 21151, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_5/index_4451_seed_21151_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.34987994926050303, + "vlm_logprob": -0.34987994926050303, + "vlm_yes_no_margin": 2.449999976158142, + "vlm_token_credit": -0.34987994926050303, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08057837933301926 + ], + "opposite_logprob_tokens": [ + -2.705578327178955 + ], + "logprob_reward": -0.08057837933301926, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08057837933301926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14962980151176453, + 0.039949432015419006, + 0.16308070719242096, + 0.088119275867939, + 0.21491992473602295, + 0.12140136957168579, + 0.06991466879844666, + 0.020301878452301025, + 0.023424454033374786, + 0.10925852507352829 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.08057837933301926 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14287124574184418 + ], + "opposite_logprob_tokens": [ + -2.017871141433716 + ], + "logprob_reward": -0.14287124574184418, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14287124574184418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07912833988666534, + 0.11364737898111343, + 0.1644991636276245, + 0.023403264582157135, + 0.3399580717086792, + 0.08728809654712677, + 0.026497995480895042, + 0.030639588832855225, + 0.040172331035137177, + 0.09476573020219803 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.14287124574184418 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636165712028742 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636165712028742, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636165712028742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05153460428118706, + 0.17376908659934998, + 0.08107788115739822, + 0.01784631982445717, + 0.25255241990089417, + 0.05320867896080017, + 0.08510275185108185, + 0.06925643235445023, + 0.09731865674257278, + 0.11833325028419495 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.007636165712028742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016109894961118698 + ], + "opposite_logprob_tokens": [ + -4.141109943389893 + ], + "logprob_reward": -0.016109894961118698, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016109894961118698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05884934961795807, + 0.13151006400585175, + 0.321817010641098, + 0.038361839950084686, + 0.09755004197359085, + 0.08298677206039429, + 0.04010050743818283, + 0.025289107114076614, + 0.1665828377008438, + 0.036952387541532516 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.016109894961118698 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5022040605545044 + ], + "opposite_logprob_tokens": [ + -0.252204030752182 + ], + "logprob_reward": -1.5022040605545044, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5022040605545044, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07085029780864716, + 0.1500842422246933, + 0.28468796610832214, + 0.07580933719873428, + 0.06081928312778473, + 0.06925327330827713, + 0.04084080457687378, + 0.022238733246922493, + 0.08533450961112976, + 0.14008153975009918 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -1.5022040605545044 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "low-angle, long shot, the camera slowly pans right across a vast expanse of ripe wheat fields. Under the warm, golden light of the late afternoon sun, the heavy, plump ears of wheat take on a deep, brilliant hue. The entire field resembles a golden ocean, undulating rhythmically with the breeze. The scene is initially serene and poetic, but suddenly, a sharp, piercing cry erupts from outside the frame, shattering the tranquility. In response, a large flock of sparrows, previously hidden deep among the wheat stalks, suddenly and explosively bursts upward from the depths of the wheat field. Their small, brown bodies form a chaotic, swirling cloud of dark matter, contrasting sharply against the golden background and pale blue sky. They scatter and fly off into the distance, filling the entire scene with sudden surprise and dynamic tension.", + "seed": 21152, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_5/index_4451_seed_21152_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3659096576273441, + "vlm_logprob": -0.3659096576273441, + "vlm_yes_no_margin": 2.575000023841858, + "vlm_token_credit": -0.3659096576273441, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16403783857822418 + ], + "opposite_logprob_tokens": [ + -2.0390379428863525 + ], + "logprob_reward": -0.16403783857822418, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.16403783857822418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08165480941534042, + 0.0882800817489624, + 0.12055939435958862, + 0.12940040230751038, + 0.1555570513010025, + 0.07498254626989365, + 0.028098134323954582, + 0.028095033019781113, + 0.25642403960227966, + 0.036948464810848236 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.16403783857822418 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026416903361678123 + ], + "opposite_logprob_tokens": [ + -3.6514170169830322 + ], + "logprob_reward": -0.026416903361678123, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026416903361678123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05461069941520691, + 0.09046399593353271, + 0.13366228342056274, + 0.08226823061704636, + 0.20240485668182373, + 0.2652381658554077, + 0.04995318874716759, + 0.026983879506587982, + 0.07061633467674255, + 0.023798339068889618 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.026416903361678123 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371758013963699 + ], + "opposite_logprob_tokens": [ + -3.408717632293701 + ], + "logprob_reward": -0.03371758013963699, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371758013963699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09513412415981293, + 0.035535093396902084, + 0.09751281142234802, + 0.14181464910507202, + 0.03417652100324631, + 0.07965058088302612, + 0.15389789640903473, + 0.2050049751996994, + 0.12386114150285721, + 0.033412229269742966 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.03371758013963699 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004662713035941124 + ], + "opposite_logprob_tokens": [ + -5.37966251373291 + ], + "logprob_reward": -0.004662713035941124, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004662713035941124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0725146010518074, + 0.0442403182387352, + 0.27982574701309204, + 0.10623642057180405, + 0.03254268690943718, + 0.06861181557178497, + 0.08448344469070435, + 0.0819978341460228, + 0.1377042680978775, + 0.09184291958808899 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.004662713035941124 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6007132530212402 + ], + "opposite_logprob_tokens": [ + -0.22571325302124023 + ], + "logprob_reward": -1.6007132530212402, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6007132530212402, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08939751237630844, + 0.08080816268920898, + 0.07895539700984955, + 0.14056532084941864, + 0.057197220623493195, + 0.20488817989826202, + 0.04872278869152069, + 0.04824700206518173, + 0.14243583381175995, + 0.10878254473209381 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -1.6007132530212402 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "low-angle, long shot, the camera slowly pans right across a vast expanse of ripe wheat fields. Under the warm, golden light of the late afternoon sun, the heavy, plump ears of wheat take on a deep, brilliant hue. The entire field resembles a golden ocean, undulating rhythmically with the breeze. The scene is initially serene and poetic, but suddenly, a sharp, piercing cry erupts from outside the frame, shattering the tranquility. In response, a large flock of sparrows, previously hidden deep among the wheat stalks, suddenly and explosively bursts upward from the depths of the wheat field. Their small, brown bodies form a chaotic, swirling cloud of dark matter, contrasting sharply against the golden background and pale blue sky. They scatter and fly off into the distance, filling the entire scene with sudden surprise and dynamic tension.", + "seed": 21153, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_5/index_4451_seed_21153_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3318996292538941, + "vlm_logprob": -0.3318996292538941, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.3318996292538941, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08965934813022614 + ], + "opposite_logprob_tokens": [ + -2.7146594524383545 + ], + "logprob_reward": -0.08965934813022614, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08965934813022614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0558098740875721, + 0.03659864142537117, + 0.02903733029961586, + 0.37728622555732727, + 0.018527276813983917, + 0.3401266932487488, + 0.0656384527683258, + 0.035111408680677414, + 0.029884377494454384, + 0.011979623697698116 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.08965934813022614 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870826005935669 + ], + "opposite_logprob_tokens": [ + -3.048708200454712 + ], + "logprob_reward": -0.04870826005935669, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870826005935669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1740788072347641, + 0.04756766930222511, + 0.058894965797662735, + 0.3082393407821655, + 0.059850435703992844, + 0.08288859575986862, + 0.10235527157783508, + 0.08725731074810028, + 0.056054696440696716, + 0.022812925279140472 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.04870826005935669 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643846768885851 + ], + "opposite_logprob_tokens": [ + -5.37964391708374 + ], + "logprob_reward": -0.004643846768885851, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643846768885851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06487999111413956, + 0.03216515854001045, + 0.09098279476165771, + 0.055623315274715424, + 0.02256683073937893, + 0.17370571196079254, + 0.04592273011803627, + 0.24564222991466522, + 0.22945183515548706, + 0.03905928507447243 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.004643846768885851 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014232086017727852 + ], + "opposite_logprob_tokens": [ + -4.264232158660889 + ], + "logprob_reward": -0.014232086017727852, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014232086017727852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10923454910516739, + 0.04228827357292175, + 0.0435226671397686, + 0.06979994475841522, + 0.04413129761815071, + 0.3282970190048218, + 0.02922971360385418, + 0.09134339541196823, + 0.21631500124931335, + 0.025838106870651245 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.014232086017727852 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.502254605293274 + ], + "opposite_logprob_tokens": [ + -0.2522546052932739 + ], + "logprob_reward": -1.502254605293274, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.502254605293274, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17076252400875092, + 0.04009055718779564, + 0.026818741112947464, + 0.1243266612291336, + 0.04769349470734596, + 0.13147690892219543, + 0.05756736919283867, + 0.28940096497535706, + 0.05619557946920395, + 0.055667176842689514 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -1.502254605293274 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "low-angle, long shot, the camera slowly pans right across a vast expanse of ripe wheat fields. Under the warm, golden light of the late afternoon sun, the heavy, plump ears of wheat take on a deep, brilliant hue. The entire field resembles a golden ocean, undulating rhythmically with the breeze. The scene is initially serene and poetic, but suddenly, a sharp, piercing cry erupts from outside the frame, shattering the tranquility. In response, a large flock of sparrows, previously hidden deep among the wheat stalks, suddenly and explosively bursts upward from the depths of the wheat field. Their small, brown bodies form a chaotic, swirling cloud of dark matter, contrasting sharply against the golden background and pale blue sky. They scatter and fly off into the distance, filling the entire scene with sudden surprise and dynamic tension.", + "seed": 21154, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_5/index_4451_seed_21154_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3475375431589782, + "vlm_logprob": -0.3475375431589782, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.3475375431589782, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05530131608247757 + ], + "opposite_logprob_tokens": [ + -3.1803014278411865 + ], + "logprob_reward": -0.05530131608247757, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.05530131608247757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06603274494409561, + 0.08076106756925583, + 0.09697774797677994, + 0.05685577541589737, + 0.3480142652988434, + 0.2418905794620514, + 0.027160990983247757, + 0.022505449131131172, + 0.023043589666485786, + 0.03675778955221176 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.05530131608247757 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500371754169464 + ], + "opposite_logprob_tokens": [ + -2.9300036430358887 + ], + "logprob_reward": -0.05500371754169464, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500371754169464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07914282381534576, + 0.06790664792060852, + 0.059455618262290955, + 0.06135981157422066, + 0.25543928146362305, + 0.21053557097911835, + 0.04964333400130272, + 0.12527193129062653, + 0.041417092084884644, + 0.04982781410217285 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.05500371754169464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020592350512742996 + ], + "opposite_logprob_tokens": [ + -3.895592451095581 + ], + "logprob_reward": -0.020592350512742996, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020592350512742996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036065615713596344, + 0.030472083017230034, + 0.08208172023296356, + 0.0705312043428421, + 0.3650634288787842, + 0.024008579552173615, + 0.0229017436504364, + 0.0904497355222702, + 0.11513718962669373, + 0.16328871250152588 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.020592350512742996 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005969671066850424 + ], + "opposite_logprob_tokens": [ + -5.130969524383545 + ], + "logprob_reward": -0.005969671066850424, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005969671066850424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0292232446372509, + 0.019241519272327423, + 0.029701968654990196, + 0.03581376373767853, + 0.6140025854110718, + 0.027048975229263306, + 0.019044427201151848, + 0.030944006517529488, + 0.12791065871715546, + 0.06706888228654861 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.005969671066850424 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right across a vast expanse of ripe wheat fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do large sparrows burst upward from the wheat field forming a chaotic, swirling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sparrows brown and do they contrast against a golden background and pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a sharp, piercing cry erupting from outside the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6008206605911255 + ], + "opposite_logprob_tokens": [ + -0.2258206456899643 + ], + "logprob_reward": -1.6008206605911255, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6008206605911255, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0394413061439991, + 0.029224291443824768, + 0.09996603429317474, + 0.047525886446237564, + 0.5461016297340393, + 0.022442877292633057, + 0.0157285388559103, + 0.038699567317962646, + 0.07196485251188278, + 0.0889049544930458 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -1.6008206605911255 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_6/index_tensor([3299, 3299])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_6/index_tensor([3299, 3299])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c451325f00dcca53c7938fb674f5ceba1016489d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_6/index_tensor([3299, 3299])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic tracking shot, filmed from a low angle, follows a massive red fire truck. With the visual representation of a piercing siren, the behemoth suddenly leaps forward and accelerates through the fully raised fire station shutters. Alternating red and blue warning lights on the vehicle's roof flash frantically, casting a shifting, dynamic pattern of light across the wet, dark gray concrete. Fine droplets of water cling to the vibrant, high-gloss red paint, reflecting the cool lights of the fire station interior and the blurred outlines of the surroundings. The coils of fire hose and metal equipment spooling along its sides gleam with a cold quality in the light. It sprints forward at breakneck speed, its massive, deeply treaded tires ploughing through the stagnant water, sending vast, arcing curtains of white water flying to either side. Each splashing droplet, illuminated by the warning lights, shimmers crystal-clear in the air. The entire picture is full of tense dynamics and powerful power. Every detail, from the metal texture of the car body to the splashing water droplets, presents an extreme photo-realistic feeling, creating an atmosphere of emergency dispatch that is extremely urgent and cannot be delayed.", + "seed": 10273, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_6/index_3299_seed_10273_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09193577859550714, + "vlm_logprob": -0.09193577859550714, + "vlm_yes_no_margin": 3.0749999046325684, + "vlm_token_credit": -0.09193577859550714, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01890965923666954 + ], + "opposite_logprob_tokens": [ + -4.018909454345703 + ], + "logprob_reward": -0.01890965923666954, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01890965923666954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2069319486618042, + 0.07332979142665863, + 0.059328898787498474, + 0.06301489472389221, + 0.095004141330719, + 0.10863643884658813, + 0.06876177340745926, + 0.0888616293668747, + 0.17212669551372528, + 0.06400379538536072 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.01890965923666954 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704972922801971 + ], + "opposite_logprob_tokens": [ + -2.127049684524536 + ], + "logprob_reward": -0.12704972922801971, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704972922801971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14268627762794495, + 0.10854868590831757, + 0.05090402066707611, + 0.06496469676494598, + 0.09547455608844757, + 0.35747796297073364, + 0.04478413239121437, + 0.04139550030231476, + 0.0370759479701519, + 0.056688182055950165 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.12704972922801971 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813137173652649 + ], + "opposite_logprob_tokens": [ + -1.4063136577606201 + ], + "logprob_reward": -0.2813137173652649, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813137173652649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1869964748620987, + 0.056500304490327835, + 0.06329543143510818, + 0.11234713345766068, + 0.07895319908857346, + 0.14909391105175018, + 0.07946627587080002, + 0.09307359904050827, + 0.11760493367910385, + 0.06266877800226212 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.2813137173652649 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018209194764494896 + ], + "opposite_logprob_tokens": [ + -4.018208980560303 + ], + "logprob_reward": -0.018209194764494896, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018209194764494896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27939024567604065, + 0.0685996562242508, + 0.030448930338025093, + 0.08269110321998596, + 0.04185934364795685, + 0.2704032361507416, + 0.03221844881772995, + 0.04233245924115181, + 0.07888957113027573, + 0.07316704094409943 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.018209194764494896 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196592383086681 + ], + "opposite_logprob_tokens": [ + -4.264196395874023 + ], + "logprob_reward": -0.014196592383086681, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196592383086681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061995405703783035, + 0.04186265170574188, + 0.050969965755939484, + 0.08356907218694687, + 0.04244302585721016, + 0.20757807791233063, + 0.05464554950594902, + 0.06534158438444138, + 0.0850633829832077, + 0.30653125047683716 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.014196592383086681 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, filmed from a low angle, follows a massive red fire truck. With the visual representation of a piercing siren, the behemoth suddenly leaps forward and accelerates through the fully raised fire station shutters. Alternating red and blue warning lights on the vehicle's roof flash frantically, casting a shifting, dynamic pattern of light across the wet, dark gray concrete. Fine droplets of water cling to the vibrant, high-gloss red paint, reflecting the cool lights of the fire station interior and the blurred outlines of the surroundings. The coils of fire hose and metal equipment spooling along its sides gleam with a cold quality in the light. It sprints forward at breakneck speed, its massive, deeply treaded tires ploughing through the stagnant water, sending vast, arcing curtains of white water flying to either side. Each splashing droplet, illuminated by the warning lights, shimmers crystal-clear in the air. The entire picture is full of tense dynamics and powerful power. Every detail, from the metal texture of the car body to the splashing water droplets, presents an extreme photo-realistic feeling, creating an atmosphere of emergency dispatch that is extremely urgent and cannot be delayed.", + "seed": 10274, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_6/index_3299_seed_10274_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15336425378918647, + "vlm_logprob": -0.15336425378918647, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.15336425378918647, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04930372163653374 + ], + "opposite_logprob_tokens": [ + -3.0493037700653076 + ], + "logprob_reward": -0.04930372163653374, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04930372163653374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17711591720581055, + 0.05745900049805641, + 0.061927635222673416, + 0.1649729311466217, + 0.12967334687709808, + 0.04695596545934677, + 0.056140296161174774, + 0.07515215128660202, + 0.17190700769424438, + 0.058695752173662186 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.04930372163653374 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296886950731277 + ], + "opposite_logprob_tokens": [ + -2.237968921661377 + ], + "logprob_reward": -0.11296886950731277, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296886950731277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.183170348405838, + 0.10889196395874023, + 0.09006044268608093, + 0.07732672989368439, + 0.052323658019304276, + 0.044284719973802567, + 0.11939528584480286, + 0.1487647294998169, + 0.07432778924703598, + 0.10145432502031326 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.11296886950731277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.523339569568634 + ], + "opposite_logprob_tokens": [ + -0.898339569568634 + ], + "logprob_reward": -0.523339569568634, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.523339569568634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1919804811477661, + 0.053440969437360764, + 0.056407056748867035, + 0.26616010069847107, + 0.0957440510392189, + 0.04028934985399246, + 0.029171153903007507, + 0.10218306630849838, + 0.03870753198862076, + 0.1259162575006485 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.523339569568634 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038141824305057526 + ], + "opposite_logprob_tokens": [ + -3.2881417274475098 + ], + "logprob_reward": -0.038141824305057526, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038141824305057526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1556578129529953, + 0.06955667585134506, + 0.032983969897031784, + 0.2708316445350647, + 0.1340082883834839, + 0.08305546641349792, + 0.019947463646531105, + 0.04340812563896179, + 0.10307957231998444, + 0.08747097849845886 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.038141824305057526 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306728392839432 + ], + "opposite_logprob_tokens": [ + -3.168067216873169 + ], + "logprob_reward": -0.04306728392839432, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306728392839432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08953267335891724, + 0.04602294787764549, + 0.04169837385416031, + 0.1368718147277832, + 0.03901815414428711, + 0.03858852759003639, + 0.04093348979949951, + 0.1533968150615692, + 0.10909637063741684, + 0.3048408031463623 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.04306728392839432 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, filmed from a low angle, follows a massive red fire truck. With the visual representation of a piercing siren, the behemoth suddenly leaps forward and accelerates through the fully raised fire station shutters. Alternating red and blue warning lights on the vehicle's roof flash frantically, casting a shifting, dynamic pattern of light across the wet, dark gray concrete. Fine droplets of water cling to the vibrant, high-gloss red paint, reflecting the cool lights of the fire station interior and the blurred outlines of the surroundings. The coils of fire hose and metal equipment spooling along its sides gleam with a cold quality in the light. It sprints forward at breakneck speed, its massive, deeply treaded tires ploughing through the stagnant water, sending vast, arcing curtains of white water flying to either side. Each splashing droplet, illuminated by the warning lights, shimmers crystal-clear in the air. The entire picture is full of tense dynamics and powerful power. Every detail, from the metal texture of the car body to the splashing water droplets, presents an extreme photo-realistic feeling, creating an atmosphere of emergency dispatch that is extremely urgent and cannot be delayed.", + "seed": 10275, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_6/index_3299_seed_10275_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15996666066348553, + "vlm_logprob": -0.15996666066348553, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.15996666066348553, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02367641031742096 + ], + "opposite_logprob_tokens": [ + -3.7736763954162598 + ], + "logprob_reward": -0.02367641031742096, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02367641031742096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1977316290140152, + 0.07776878774166107, + 0.05093859136104584, + 0.0650707483291626, + 0.06110921502113342, + 0.0595465712249279, + 0.07346867769956589, + 0.06869190186262131, + 0.037011533975601196, + 0.3086623549461365 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.02367641031742096 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890553817152977 + ], + "opposite_logprob_tokens": [ + -2.464055299758911 + ], + "logprob_reward": -0.0890553817152977, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890553817152977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038221683353185654, + 0.042365994304418564, + 0.048725467175245285, + 0.0413421131670475, + 0.12102452665567398, + 0.07175714522600174, + 0.07397333532571793, + 0.08466412127017975, + 0.08551304787397385, + 0.39241263270378113 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.0890553817152977 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327859163284302 + ], + "opposite_logprob_tokens": [ + -0.7577859163284302 + ], + "logprob_reward": -0.6327859163284302, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327859163284302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21322080492973328, + 0.0305336881428957, + 0.057046063244342804, + 0.024443408474326134, + 0.027557214722037315, + 0.04241419956088066, + 0.04657023400068283, + 0.12868273258209229, + 0.042453449219465256, + 0.3870781362056732 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.6327859163284302 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373071923851967 + ], + "opposite_logprob_tokens": [ + -3.4087307453155518 + ], + "logprob_reward": -0.03373071923851967, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373071923851967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23561513423919678, + 0.04302581399679184, + 0.04651103913784027, + 0.03175625205039978, + 0.12294229865074158, + 0.05097199231386185, + 0.0445311963558197, + 0.13346987962722778, + 0.02746230736374855, + 0.26371410489082336 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.03373071923851967 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584875717759132 + ], + "opposite_logprob_tokens": [ + -3.89558482170105 + ], + "logprob_reward": -0.020584875717759132, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584875717759132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045843176543712616, + 0.03406312316656113, + 0.036941200494766235, + 0.035907670855522156, + 0.04281060770153999, + 0.035040996968746185, + 0.12406487762928009, + 0.08098842203617096, + 0.026519309729337692, + 0.53782057762146 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.020584875717759132 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, filmed from a low angle, follows a massive red fire truck. With the visual representation of a piercing siren, the behemoth suddenly leaps forward and accelerates through the fully raised fire station shutters. Alternating red and blue warning lights on the vehicle's roof flash frantically, casting a shifting, dynamic pattern of light across the wet, dark gray concrete. Fine droplets of water cling to the vibrant, high-gloss red paint, reflecting the cool lights of the fire station interior and the blurred outlines of the surroundings. The coils of fire hose and metal equipment spooling along its sides gleam with a cold quality in the light. It sprints forward at breakneck speed, its massive, deeply treaded tires ploughing through the stagnant water, sending vast, arcing curtains of white water flying to either side. Each splashing droplet, illuminated by the warning lights, shimmers crystal-clear in the air. The entire picture is full of tense dynamics and powerful power. Every detail, from the metal texture of the car body to the splashing water droplets, presents an extreme photo-realistic feeling, creating an atmosphere of emergency dispatch that is extremely urgent and cannot be delayed.", + "seed": 10276, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_6/index_3299_seed_10276_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1239055460318923, + "vlm_logprob": -0.1239055460318923, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.1239055460318923, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07965434342622757 + ], + "opposite_logprob_tokens": [ + -2.5796544551849365 + ], + "logprob_reward": -0.07965434342622757, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07965434342622757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6375592350959778, + 0.040119122713804245, + 0.029193798080086708, + 0.0698593258857727, + 0.04374288022518158, + 0.07491935789585114, + 0.016165833920240402, + 0.021472126245498657, + 0.03317096829414368, + 0.033797286450862885 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.07965434342622757 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038140654563904 + ], + "opposite_logprob_tokens": [ + -1.9103814363479614 + ], + "logprob_reward": -0.16038140654563904, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038140654563904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3029468059539795, + 0.02897009067237377, + 0.06904935091733932, + 0.03286541998386383, + 0.027288882061839104, + 0.03063109703361988, + 0.4563579857349396, + 0.019136805087327957, + 0.016302375122904778, + 0.016451207920908928 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.16038140654563904 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134237229824066 + ], + "opposite_logprob_tokens": [ + -1.313423752784729 + ], + "logprob_reward": -0.3134237229824066, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134237229824066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4626121520996094, + 0.03289981186389923, + 0.021249648183584213, + 0.10905025899410248, + 0.014643369242548943, + 0.04508714750409126, + 0.2364002913236618, + 0.02737337537109852, + 0.024164298549294472, + 0.02651962824165821 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.3134237229824066 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054991982877254486 + ], + "opposite_logprob_tokens": [ + -2.9299919605255127 + ], + "logprob_reward": -0.054991982877254486, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054991982877254486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36792588233947754, + 0.05847838893532753, + 0.03258468210697174, + 0.044750701636075974, + 0.04986746236681938, + 0.0399070680141449, + 0.2714710235595703, + 0.042194053530693054, + 0.0473923422396183, + 0.045428380370140076 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.054991982877254486 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red fire truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fire truck leap forward and accelerate through fully raised fire station shutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are alternating red and blue warning lights on the vehicle's roof flashing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fire truck sprint forward at high speed, ploughing through stagnant water and sending arcing curtains of white water flying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076274327933788 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.011076274327933788, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076274327933788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11664877086877823, + 0.04719557985663414, + 0.05310952290892601, + 0.4289601147174835, + 0.06377820670604706, + 0.04217265918850899, + 0.14594320952892303, + 0.03683855012059212, + 0.014529977925121784, + 0.05082344263792038 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.011076274327933788 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_7/index_tensor([2328, 2328])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_7/index_tensor([2328, 2328])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5ea738f60376295aae983a8b180286426c223c5a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_7/index_tensor([2328, 2328])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle shot slowly pans upward, finally settling in a medium shot, the frame focused atop a steep, solitary mountaintop. A man clad in a loose, jet-black silk robe sits cross-legged on the jagged rock. His long hair, bound back with a simple jade hairpin, wisps fluttering gently in the mountain breeze. His face is stern, its features sharply defined. Behind him, a vast, eerie blood moon hangs in the deep night sky, casting a powerful, dramatic backlight. This light casts a sharp golden halo around the edges of his body, while his face and the front of his robe are completely shrouded in deep shadow, his silhouette appearing mysterious and powerful, rendered with cinematic CGI. A pristine seven-stringed lyre, crafted from dark paulownia wood, its surface patinated by age, lies at his knees. His most striking feature was his left hand—a hand with six slender fingers, steady and composed, resting on the strings with remarkable grace, while his right hand plucked them gently yet decisively. Each strumming evoked a visible, translucent ripple of energy, which slowly spread out from him into the surrounding air like a wave of water. The sound of the instrument was deep and penetrating, carrying an ancient and solemn call, as if even the mountain itself resonated subtly with the vibrations of the sound, calling forth some behemoth slumbering within its depths. The entire scene was filled with an epic grandeur and a tense atmosphere poised to erupt.", + "seed": 5428, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_7/index_2328_seed_5428_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17200863938778638, + "vlm_logprob": -0.17200863938778638, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.17200863938778638, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6954895257949829 + ], + "opposite_logprob_tokens": [ + -0.6954895257949829 + ], + "logprob_reward": -0.6954895257949829, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6954895257949829, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.25974446535110474, + 0.07298605144023895, + 0.11489363014698029, + 0.05869952589273453, + 0.06527622044086456, + 0.032159578055143356, + 0.04842044413089752, + 0.13489007949829102, + 0.1657067835330963, + 0.047223277390003204 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.6954895257949829 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011096552014350891 + ], + "opposite_logprob_tokens": [ + -4.511096477508545 + ], + "logprob_reward": -0.011096552014350891, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011096552014350891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13388805091381073, + 0.031569935381412506, + 0.07996774464845657, + 0.025147685781121254, + 0.02299174852669239, + 0.021155469119548798, + 0.01601412147283554, + 0.03908556327223778, + 0.6022051572799683, + 0.02797454595565796 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.011096552014350891 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196592383086681 + ], + "opposite_logprob_tokens": [ + -4.264196395874023 + ], + "logprob_reward": -0.014196592383086681, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196592383086681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2043161541223526, + 0.2729956805706024, + 0.11797753721475601, + 0.029046954587101936, + 0.028371816501021385, + 0.022435979917645454, + 0.021266451105475426, + 0.058928851038217545, + 0.209092378616333, + 0.03556816652417183 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.014196592383086681 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026340853422880173 + ], + "opposite_logprob_tokens": [ + -3.651340961456299 + ], + "logprob_reward": -0.026340853422880173, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026340853422880173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15904419124126434, + 0.09132257848978043, + 0.06056788191199303, + 0.06190401315689087, + 0.05198492109775543, + 0.054017163813114166, + 0.034310970455408096, + 0.07391690462827682, + 0.34385859966278076, + 0.06907279044389725 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.026340853422880173 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291967332363129 + ], + "opposite_logprob_tokens": [ + -2.237919569015503 + ], + "logprob_reward": -0.11291967332363129, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291967332363129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13523608446121216, + 0.037504322826862335, + 0.039213184267282486, + 0.033051446080207825, + 0.06350547075271606, + 0.031703345477581024, + 0.026451921090483665, + 0.03632138669490814, + 0.570955216884613, + 0.026057623326778412 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.11291967332363129 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot slowly pans upward, finally settling in a medium shot, the frame focused atop a steep, solitary mountaintop. A man clad in a loose, jet-black silk robe sits cross-legged on the jagged rock. His long hair, bound back with a simple jade hairpin, wisps fluttering gently in the mountain breeze. His face is stern, its features sharply defined. Behind him, a vast, eerie blood moon hangs in the deep night sky, casting a powerful, dramatic backlight. This light casts a sharp golden halo around the edges of his body, while his face and the front of his robe are completely shrouded in deep shadow, his silhouette appearing mysterious and powerful, rendered with cinematic CGI. A pristine seven-stringed lyre, crafted from dark paulownia wood, its surface patinated by age, lies at his knees. His most striking feature was his left hand—a hand with six slender fingers, steady and composed, resting on the strings with remarkable grace, while his right hand plucked them gently yet decisively. Each strumming evoked a visible, translucent ripple of energy, which slowly spread out from him into the surrounding air like a wave of water. The sound of the instrument was deep and penetrating, carrying an ancient and solemn call, as if even the mountain itself resonated subtly with the vibrations of the sound, calling forth some behemoth slumbering within its depths. The entire scene was filled with an epic grandeur and a tense atmosphere poised to erupt.", + "seed": 5429, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_7/index_2328_seed_5429_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10129306428134441, + "vlm_logprob": -0.10129306428134441, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.10129306428134441, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38924166560173035 + ], + "opposite_logprob_tokens": [ + -1.1392416954040527 + ], + "logprob_reward": -0.38924166560173035, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38924166560173035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2774476706981659, + 0.13523143529891968, + 0.06894459575414658, + 0.07855673879384995, + 0.08370722085237503, + 0.0977938324213028, + 0.05958796665072441, + 0.045167725533246994, + 0.0898393988609314, + 0.06372345983982086 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.38924166560173035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009797697886824608 + ], + "opposite_logprob_tokens": [ + -4.6347975730896 + ], + "logprob_reward": -0.009797697886824608, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009797697886824608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29800477623939514, + 0.19077089428901672, + 0.06955351680517197, + 0.061595261096954346, + 0.04740499332547188, + 0.038118068128824234, + 0.09683221578598022, + 0.07938606292009354, + 0.04451236501336098, + 0.07382183521986008 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.009797697886824608 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078868061304092 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078868061304092, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078868061304092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15528370440006256, + 0.2829992473125458, + 0.07038433849811554, + 0.09621056914329529, + 0.05340380221605301, + 0.07031204551458359, + 0.08342976868152618, + 0.06286624819040298, + 0.01768028549849987, + 0.10742996633052826 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.011078868061304092 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633783593773842 + ], + "opposite_logprob_tokens": [ + -3.6513378620147705 + ], + "logprob_reward": -0.02633783593773842, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633783593773842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3167997896671295, + 0.12246859073638916, + 0.062381088733673096, + 0.08575111627578735, + 0.05060703307390213, + 0.08169729262590408, + 0.059953782707452774, + 0.08842633664608002, + 0.04339194297790527, + 0.08852304518222809 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.02633783593773842 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700092539191246 + ], + "opposite_logprob_tokens": [ + -2.695009231567383 + ], + "logprob_reward": -0.0700092539191246, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700092539191246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30122309923171997, + 0.10013830661773682, + 0.09345390647649765, + 0.06686414778232574, + 0.0589684322476387, + 0.09210822731256485, + 0.06662871688604355, + 0.0830572098493576, + 0.022087374702095985, + 0.11547063291072845 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0700092539191246 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot slowly pans upward, finally settling in a medium shot, the frame focused atop a steep, solitary mountaintop. A man clad in a loose, jet-black silk robe sits cross-legged on the jagged rock. His long hair, bound back with a simple jade hairpin, wisps fluttering gently in the mountain breeze. His face is stern, its features sharply defined. Behind him, a vast, eerie blood moon hangs in the deep night sky, casting a powerful, dramatic backlight. This light casts a sharp golden halo around the edges of his body, while his face and the front of his robe are completely shrouded in deep shadow, his silhouette appearing mysterious and powerful, rendered with cinematic CGI. A pristine seven-stringed lyre, crafted from dark paulownia wood, its surface patinated by age, lies at his knees. His most striking feature was his left hand—a hand with six slender fingers, steady and composed, resting on the strings with remarkable grace, while his right hand plucked them gently yet decisively. Each strumming evoked a visible, translucent ripple of energy, which slowly spread out from him into the surrounding air like a wave of water. The sound of the instrument was deep and penetrating, carrying an ancient and solemn call, as if even the mountain itself resonated subtly with the vibrations of the sound, calling forth some behemoth slumbering within its depths. The entire scene was filled with an epic grandeur and a tense atmosphere poised to erupt.", + "seed": 5430, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_7/index_2328_seed_5430_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16791189573705195, + "vlm_logprob": -0.16791189573705195, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.16791189573705195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6342998743057251 + ], + "opposite_logprob_tokens": [ + -0.7592998743057251 + ], + "logprob_reward": -0.6342998743057251, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6342998743057251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03471539542078972, + 0.012245343998074532, + 0.04826417192816734, + 0.012141942046582699, + 0.007389850914478302, + 0.2540881335735321, + 0.010636701248586178, + 0.6083369255065918, + 0.005066473037004471, + 0.007114963140338659 + ], + "top_frames": [ + 7, + 5, + 2 + ], + "selected_reward": -0.6342998743057251 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608608104288578 + ], + "opposite_logprob_tokens": [ + -4.141086101531982 + ], + "logprob_reward": -0.01608608104288578, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608608104288578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0796443447470665, + 0.05827929079532623, + 0.044275857508182526, + 0.02571648731827736, + 0.037262190133333206, + 0.19443079829216003, + 0.04395558312535286, + 0.41581952571868896, + 0.04566363990306854, + 0.054952215403318405 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.01608608104288578 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205657497048378 + ], + "opposite_logprob_tokens": [ + -2.812056541442871 + ], + "logprob_reward": -0.06205657497048378, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205657497048378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08012918382883072, + 0.0841001346707344, + 0.2435406595468521, + 0.04474702104926109, + 0.015433507971465588, + 0.07893919944763184, + 0.02661389671266079, + 0.3873239755630493, + 0.021133601665496826, + 0.018038850277662277 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.06205657497048378 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038093626499176025 + ], + "opposite_logprob_tokens": [ + -3.2880935668945312 + ], + "logprob_reward": -0.038093626499176025, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038093626499176025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07936978340148926, + 0.0672890916466713, + 0.08708355575799942, + 0.039665233343839645, + 0.034978270530700684, + 0.4169143736362457, + 0.059529874473810196, + 0.16548693180084229, + 0.023845249786973, + 0.02583763562142849 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.038093626499176025 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902332186698914 + ], + "opposite_logprob_tokens": [ + -2.4640233516693115 + ], + "logprob_reward": -0.08902332186698914, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902332186698914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046660445630550385, + 0.021284719929099083, + 0.13724485039710999, + 0.021952234208583832, + 0.022860204800963402, + 0.3245653212070465, + 0.03193853795528412, + 0.3383832573890686, + 0.014626671560108662, + 0.04048377647995949 + ], + "top_frames": [ + 7, + 5, + 2 + ], + "selected_reward": -0.08902332186698914 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot slowly pans upward, finally settling in a medium shot, the frame focused atop a steep, solitary mountaintop. A man clad in a loose, jet-black silk robe sits cross-legged on the jagged rock. His long hair, bound back with a simple jade hairpin, wisps fluttering gently in the mountain breeze. His face is stern, its features sharply defined. Behind him, a vast, eerie blood moon hangs in the deep night sky, casting a powerful, dramatic backlight. This light casts a sharp golden halo around the edges of his body, while his face and the front of his robe are completely shrouded in deep shadow, his silhouette appearing mysterious and powerful, rendered with cinematic CGI. A pristine seven-stringed lyre, crafted from dark paulownia wood, its surface patinated by age, lies at his knees. His most striking feature was his left hand—a hand with six slender fingers, steady and composed, resting on the strings with remarkable grace, while his right hand plucked them gently yet decisively. Each strumming evoked a visible, translucent ripple of energy, which slowly spread out from him into the surrounding air like a wave of water. The sound of the instrument was deep and penetrating, carrying an ancient and solemn call, as if even the mountain itself resonated subtly with the vibrations of the sound, calling forth some behemoth slumbering within its depths. The entire scene was filled with an epic grandeur and a tense atmosphere poised to erupt.", + "seed": 5431, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_7/index_2328_seed_5431_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08739969693124294, + "vlm_logprob": -0.08739969693124294, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.08739969693124294, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.316103458404541 + ], + "opposite_logprob_tokens": [ + -1.316103458404541 + ], + "logprob_reward": -0.316103458404541, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.316103458404541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09062289446592331, + 0.08003789931535721, + 0.034988656640052795, + 0.02703540027141571, + 0.047548603266477585, + 0.09350378066301346, + 0.15286578238010406, + 0.08414837718009949, + 0.09034053981304169, + 0.2989081144332886 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.316103458404541 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608608104288578 + ], + "opposite_logprob_tokens": [ + -4.141086101531982 + ], + "logprob_reward": -0.01608608104288578, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608608104288578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18397310376167297, + 0.05855308473110199, + 0.04210534319281578, + 0.04153226688504219, + 0.03664322569966316, + 0.056505851447582245, + 0.10278365761041641, + 0.12474345415830612, + 0.07689327746629715, + 0.2762666642665863 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.01608608104288578 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263565294444561 + ], + "opposite_logprob_tokens": [ + -3.6513564586639404 + ], + "logprob_reward": -0.0263565294444561, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263565294444561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30109694600105286, + 0.09100870788097382, + 0.06264659762382507, + 0.07116258144378662, + 0.07226838916540146, + 0.03248634934425354, + 0.05706658586859703, + 0.07053317874670029, + 0.07370894402265549, + 0.16802170872688293 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0263565294444561 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979809045791626 + ], + "opposite_logprob_tokens": [ + -3.5297980308532715 + ], + "logprob_reward": -0.02979809045791626, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979809045791626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2333650439977646, + 0.0608653761446476, + 0.03257761895656586, + 0.059232648462057114, + 0.02311784215271473, + 0.07486438006162643, + 0.034580048173666, + 0.09435243159532547, + 0.09169574081897736, + 0.2953488528728485 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.02979809045791626 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a low-angle shot and slowly pan upward to settle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a loose, jet-black silk robe sitting cross-legged on a jagged rock atop a steep mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, eerie blood moon in the deep night sky casting a golden halo around the man's body while his face and robe front are in deep shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark paulownia wood seven-stringed lyre visible at the man's knees, with his left hand showing six slender fingers resting on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do visible, translucent ripples of energy spread out from the man into the surrounding air as he plays the lyre?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865432530641556 + ], + "opposite_logprob_tokens": [ + -3.048654317855835 + ], + "logprob_reward": -0.04865432530641556, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865432530641556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13115622103214264, + 0.10115393251180649, + 0.03573187068104744, + 0.06491164863109589, + 0.026698561385273933, + 0.049310024827718735, + 0.10773918777704239, + 0.13917089998722076, + 0.0700736790895462, + 0.2740539610385895 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.04865432530641556 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_8/index_tensor([7861, 7861])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_8/index_tensor([7861, 7861])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3030c51353605de2bbc773aee7e8cca844ce0c89 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_8/index_tensor([7861, 7861])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a single, unbroken shot, a static, eye-level wide-angle shot frames a Ghibli-inspired landscape, capturing the moment when a solar eclipse plunges a whimsical meadow into an ethereal twilight. Initially, a gentle breeze stirs the slender stems of oversized bell-shaped flowers and the lush grass, but as moonlit shadows sweep across the painterly scene, a sudden, profound silence descends, freezing all movement. Meanwhile, high in the sky, the sun's corona forms a magnificent, shimmering diamond ring of pearly white light, surrounding the stark, dark silhouette of the moon against a deep indigo canvas. As the world bathes in this cool, mysterious glow, tiny, dreamy, luminous spirits, like soft golden orbs, begin to delicately emerge from the flora. They drift peacefully upward from the now-still flowers, their gentle, warm glow creating a soft contrast to the encroaching darkness and infusing the tranquil, hand-painted meadow with a pure, awe-inspiring magic.", + "seed": 3058, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_8/index_7861_seed_3058_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24342444855719805, + "vlm_logprob": -0.24342444855719805, + "vlm_yes_no_margin": 2.500000011920929, + "vlm_token_credit": -0.24342444855719805, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03913275524973869 + ], + "opposite_logprob_tokens": [ + -3.289132833480835 + ], + "logprob_reward": -0.03913275524973869, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03913275524973869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15693484246730804, + 0.16846199333667755, + 0.03951025754213333, + 0.057515427470207214, + 0.05110920965671539, + 0.19544436037540436, + 0.034892044961452484, + 0.03656047582626343, + 0.06396199762821198, + 0.19560937583446503 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.03913275524973869 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006759160198271275 + ], + "opposite_logprob_tokens": [ + -5.006759166717529 + ], + "logprob_reward": -0.006759160198271275, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006759160198271275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09362759441137314, + 0.10379165410995483, + 0.047134578227996826, + 0.025790628045797348, + 0.055501192808151245, + 0.3257691562175751, + 0.08213295787572861, + 0.03564689680933952, + 0.028897244483232498, + 0.20170815289020538 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.006759160198271275 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634979411959648 + ], + "opposite_logprob_tokens": [ + -3.6513497829437256 + ], + "logprob_reward": -0.02634979411959648, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634979411959648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042003583163022995, + 0.03295328468084335, + 0.022199129685759544, + 0.015550882555544376, + 0.02959628775715828, + 0.7404438257217407, + 0.03204900771379471, + 0.020911946892738342, + 0.0159743819385767, + 0.04831770434975624 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.02634979411959648 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38708847761154175 + ], + "opposite_logprob_tokens": [ + -1.1370885372161865 + ], + "logprob_reward": -0.38708847761154175, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.38708847761154175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0926436334848404, + 0.036639317870140076, + 0.01833176799118519, + 0.019451487809419632, + 0.031224751845002174, + 0.6172255277633667, + 0.026519443839788437, + 0.010973382741212845, + 0.013994190841913223, + 0.13299651443958282 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.38708847761154175 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.757792055606842 + ], + "opposite_logprob_tokens": [ + -0.632792055606842 + ], + "logprob_reward": -0.757792055606842, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.757792055606842, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04767570644617081, + 0.02121279016137123, + 0.024568714201450348, + 0.02270773984491825, + 0.026127267628908157, + 0.6540400385856628, + 0.024405155330896378, + 0.03376658260822296, + 0.025901807472109795, + 0.11959419399499893 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.757792055606842 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In a single, unbroken shot, a static, eye-level wide-angle shot frames a Ghibli-inspired landscape, capturing the moment when a solar eclipse plunges a whimsical meadow into an ethereal twilight. Initially, a gentle breeze stirs the slender stems of oversized bell-shaped flowers and the lush grass, but as moonlit shadows sweep across the painterly scene, a sudden, profound silence descends, freezing all movement. Meanwhile, high in the sky, the sun's corona forms a magnificent, shimmering diamond ring of pearly white light, surrounding the stark, dark silhouette of the moon against a deep indigo canvas. As the world bathes in this cool, mysterious glow, tiny, dreamy, luminous spirits, like soft golden orbs, begin to delicately emerge from the flora. They drift peacefully upward from the now-still flowers, their gentle, warm glow creating a soft contrast to the encroaching darkness and infusing the tranquil, hand-painted meadow with a pure, awe-inspiring magic.", + "seed": 3059, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_8/index_7861_seed_3059_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13944087540730835, + "vlm_logprob": -0.13944087540730835, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.13944087540730835, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027527956292033195 + ], + "opposite_logprob_tokens": [ + -3.6525280475616455 + ], + "logprob_reward": -0.027527956292033195, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027527956292033195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12127958983182907, + 0.26453205943107605, + 0.1191587746143341, + 0.08717740327119827, + 0.08234541863203049, + 0.03073912486433983, + 0.0999043881893158, + 0.05682157725095749, + 0.050106801092624664, + 0.08793480694293976 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.027527956292033195 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006762949284166098 + ], + "opposite_logprob_tokens": [ + -5.006762981414795 + ], + "logprob_reward": -0.006762949284166098, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006762949284166098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05526789277791977, + 0.19834746420383453, + 0.07284297794103622, + 0.11892381310462952, + 0.07242116332054138, + 0.06782197207212448, + 0.2570314109325409, + 0.024247590452432632, + 0.027232760563492775, + 0.10586290806531906 + ], + "top_frames": [ + 6, + 1, + 3 + ], + "selected_reward": -0.006762949284166098 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038102004677057266 + ], + "opposite_logprob_tokens": [ + -3.2881019115448 + ], + "logprob_reward": -0.038102004677057266, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038102004677057266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06991284340620041, + 0.5397772789001465, + 0.09275886416435242, + 0.08549994975328445, + 0.024255534633994102, + 0.04254192113876343, + 0.08013174682855606, + 0.013484339229762554, + 0.017026454210281372, + 0.034611113369464874 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.038102004677057266 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761592984199524 + ], + "opposite_logprob_tokens": [ + -0.8261592984199524 + ], + "logprob_reward": -0.5761592984199524, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761592984199524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16103346645832062, + 0.4445874094963074, + 0.06595820933580399, + 0.05464354157447815, + 0.1414080262184143, + 0.01739088073372841, + 0.06610392034053802, + 0.010301140137016773, + 0.011214794591069221, + 0.027358558028936386 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.5761592984199524 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865216836333275 + ], + "opposite_logprob_tokens": [ + -3.048652172088623 + ], + "logprob_reward": -0.04865216836333275, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865216836333275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04744396731257439, + 0.6429925560951233, + 0.04047360271215439, + 0.04613005369901657, + 0.046528544276952744, + 0.02332460880279541, + 0.050750479102134705, + 0.012772861868143082, + 0.02850787155330181, + 0.061075564473867416 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.04865216836333275 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a single, unbroken shot, a static, eye-level wide-angle shot frames a Ghibli-inspired landscape, capturing the moment when a solar eclipse plunges a whimsical meadow into an ethereal twilight. Initially, a gentle breeze stirs the slender stems of oversized bell-shaped flowers and the lush grass, but as moonlit shadows sweep across the painterly scene, a sudden, profound silence descends, freezing all movement. Meanwhile, high in the sky, the sun's corona forms a magnificent, shimmering diamond ring of pearly white light, surrounding the stark, dark silhouette of the moon against a deep indigo canvas. As the world bathes in this cool, mysterious glow, tiny, dreamy, luminous spirits, like soft golden orbs, begin to delicately emerge from the flora. They drift peacefully upward from the now-still flowers, their gentle, warm glow creating a soft contrast to the encroaching darkness and infusing the tranquil, hand-painted meadow with a pure, awe-inspiring magic.", + "seed": 3060, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_8/index_7861_seed_3060_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.6251647623255849, + "vlm_logprob": -0.6251647623255849, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.6251647623255849, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015534820966422558 + ], + "opposite_logprob_tokens": [ + -4.2655348777771 + ], + "logprob_reward": -0.015534820966422558, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015534820966422558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2571404278278351, + 0.055316533893346786, + 0.14991037547588348, + 0.048070937395095825, + 0.07712651789188385, + 0.06465499103069305, + 0.0415806919336319, + 0.09622393548488617, + 0.0960993692278862, + 0.11387625336647034 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.015534820966422558 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983858808875084 + ], + "opposite_logprob_tokens": [ + -3.5298385620117188 + ], + "logprob_reward": -0.02983858808875084, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983858808875084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2351672202348709, + 0.12271776795387268, + 0.14580902457237244, + 0.05918951705098152, + 0.06569911539554596, + 0.05348697677254677, + 0.042297594249248505, + 0.03874616324901581, + 0.06684896349906921, + 0.17003759741783142 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.02983858808875084 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329506166279316 + ], + "opposite_logprob_tokens": [ + -3.7732951641082764 + ], + "logprob_reward": -0.02329506166279316, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329506166279316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21463865041732788, + 0.120688296854496, + 0.16155403852462769, + 0.07102211564779282, + 0.06080227345228195, + 0.04215740039944649, + 0.02757750079035759, + 0.041594088077545166, + 0.11639783531427383, + 0.1435677707195282 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.02329506166279316 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.929938793182373 + ], + "opposite_logprob_tokens": [ + -0.05493883788585663 + ], + "logprob_reward": -2.929938793182373, + "yes_no_margin_reward": -2.875, + "token_credit_reward": -2.929938793182373, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.38372674584388733, + 0.1884693205356598, + 0.09497213363647461, + 0.12610222399234772, + 0.05471343547105789, + 0.03077167458832264, + 0.01899760589003563, + 0.02258322201669216, + 0.04210098460316658, + 0.03756267949938774 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -2.929938793182373 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12721654772758484 + ], + "opposite_logprob_tokens": [ + -2.1272165775299072 + ], + "logprob_reward": -0.12721654772758484, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12721654772758484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3161841630935669, + 0.16222091019153595, + 0.11352658271789551, + 0.12887898087501526, + 0.05414249375462532, + 0.0404602587223053, + 0.028765548020601273, + 0.040610965341329575, + 0.039171695709228516, + 0.07603837549686432 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.12721654772758484 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In a single, unbroken shot, a static, eye-level wide-angle shot frames a Ghibli-inspired landscape, capturing the moment when a solar eclipse plunges a whimsical meadow into an ethereal twilight. Initially, a gentle breeze stirs the slender stems of oversized bell-shaped flowers and the lush grass, but as moonlit shadows sweep across the painterly scene, a sudden, profound silence descends, freezing all movement. Meanwhile, high in the sky, the sun's corona forms a magnificent, shimmering diamond ring of pearly white light, surrounding the stark, dark silhouette of the moon against a deep indigo canvas. As the world bathes in this cool, mysterious glow, tiny, dreamy, luminous spirits, like soft golden orbs, begin to delicately emerge from the flora. They drift peacefully upward from the now-still flowers, their gentle, warm glow creating a soft contrast to the encroaching darkness and infusing the tranquil, hand-painted meadow with a pure, awe-inspiring magic.", + "seed": 3061, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_8/index_7861_seed_3061_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0493047658354044, + "vlm_logprob": -0.0493047658354044, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.0493047658354044, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017574889585375786 + ], + "opposite_logprob_tokens": [ + -4.142574787139893 + ], + "logprob_reward": -0.017574889585375786, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017574889585375786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02725457213819027, + 0.011599487625062466, + 0.007705131080001593, + 0.6268556714057922, + 0.021400941535830498, + 0.02192061021924019, + 0.02197294682264328, + 0.19948869943618774, + 0.011549370363354683, + 0.050252556800842285 + ], + "top_frames": [ + 3, + 7, + 9 + ], + "selected_reward": -0.017574889585375786 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332860231399536 + ], + "opposite_logprob_tokens": [ + -3.7733285427093506 + ], + "logprob_reward": -0.02332860231399536, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332860231399536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030573396012187004, + 0.019250445067882538, + 0.011105257086455822, + 0.18140909075737, + 0.060712430626153946, + 0.08603387326002121, + 0.09275950491428375, + 0.4942494034767151, + 0.008625351823866367, + 0.015281310304999352 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.02332860231399536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026345383375883102 + ], + "opposite_logprob_tokens": [ + -3.6513454914093018 + ], + "logprob_reward": -0.026345383375883102, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026345383375883102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08642121404409409, + 0.04018719121813774, + 0.039713215082883835, + 0.594444990158081, + 0.03598620370030403, + 0.04729627072811127, + 0.021921973675489426, + 0.06815377622842789, + 0.03722667694091797, + 0.02864854410290718 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.026345383375883102 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898382842540741 + ], + "opposite_logprob_tokens": [ + -2.578983783721924 + ], + "logprob_reward": -0.07898382842540741, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898382842540741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042797669768333435, + 0.021257387474179268, + 0.008991348557174206, + 0.3332372307777405, + 0.06276705116033554, + 0.07679323852062225, + 0.07709939777851105, + 0.30907154083251953, + 0.019075682386755943, + 0.0489095002412796 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.07898382842540741 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Ghibli-inspired landscape featuring a whimsical meadow with oversized bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solar eclipse visible with the moon's dark silhouette surrounded by a shimmering diamond ring of pearly white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dreamy, luminous spirits appear as soft golden orbs drifting upward from the flora?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky depicted as a deep indigo canvas with moonlit shadows sweeping across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle frame that remains unbroken throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029112547636032 + ], + "opposite_logprob_tokens": [ + -2.3502910137176514 + ], + "logprob_reward": -0.10029112547636032, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029112547636032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05057169497013092, + 0.024541214108467102, + 0.018760284408926964, + 0.5233880281448364, + 0.04749301075935364, + 0.09212954342365265, + 0.050461284816265106, + 0.1421351581811905, + 0.020009944215416908, + 0.03050985559821129 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.10029112547636032 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_9/index_tensor([570, 570])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_9/index_tensor([570, 570])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..74ecc4dcff9af56694b845a72bb7d002bd502a46 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_9/index_tensor([570, 570])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "subsequent, uninterrupted, medium shot captures a swordsman practicing in a powerful black-and-white HDR style. The image shows a young man with short, shaggy, bright green hair, a sharp face, a set jaw, and eagle-like eyes, nestled in a minimalist dojo. He wears a traditional dark kendo uniform (keikogi and hakama). Three katanas are neatly attached to a black belt at his waist, their sheaths reflecting a cool luster under the sharp overhead lighting. A harsh overhead light, slanting from above, casts elongated, distorted shadows on the polished dark wooden floor. Beads of sweat gleam on his arms and forehead, each drop like a tiny diamond. The camera smoothly advances in sync with his movements, capturing him as he suddenly exerts force from a stable sword-holding stance, leaning forward with his center of gravity. His right foot decisively steps forward, his practice sword emanating from a swift afterimage as he thrusts forward with precision. At the end of the movement, the tip of the sword hovers in mid-air, as if concentrating all his strength on this single point. The entire image is rendered in high-contrast black and white, with highlights nearly blown out, while the wrinkles of the kimono and the deep background appear nearly pure black, creating an atmosphere of intense focus, power, and dynamic tension.", + "seed": 5385, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_9/index_570_seed_5385_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.052236393094062805, + "vlm_logprob": -0.052236393094062805, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.052236393094062805, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05547444522380829 + ], + "opposite_logprob_tokens": [ + -2.9304745197296143 + ], + "logprob_reward": -0.05547444522380829, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05547444522380829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3038793206214905, + 0.11889828741550446, + 0.02702326700091362, + 0.07812458276748657, + 0.08985934406518936, + 0.06494037806987762, + 0.06608165800571442, + 0.04577610269188881, + 0.1379115879535675, + 0.06750550866127014 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.05547444522380829 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899054139852524 + ], + "opposite_logprob_tokens": [ + -2.5789904594421387 + ], + "logprob_reward": -0.07899054139852524, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899054139852524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30213844776153564, + 0.0829763114452362, + 0.051997628062963486, + 0.055812615901231766, + 0.07937944680452347, + 0.04884009063243866, + 0.10089298337697983, + 0.03583882004022598, + 0.1480235755443573, + 0.09410007297992706 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.07899054139852524 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494459345936775 + ], + "opposite_logprob_tokens": [ + -2.9299445152282715 + ], + "logprob_reward": -0.05494459345936775, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494459345936775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10077328979969025, + 0.15502746403217316, + 0.09143152087926865, + 0.13497896492481232, + 0.08355105668306351, + 0.13215093314647675, + 0.08060881495475769, + 0.06111443415284157, + 0.12129528820514679, + 0.03906828910112381 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.05494459345936775 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808869421482086 + ], + "opposite_logprob_tokens": [ + -3.288088798522949 + ], + "logprob_reward": -0.03808869421482086, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808869421482086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48889946937561035, + 0.12933190166950226, + 0.07028400897979736, + 0.0583198219537735, + 0.058605704456567764, + 0.02621433511376381, + 0.027081051841378212, + 0.05670078843832016, + 0.059473562985658646, + 0.025089411064982414 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03808869421482086 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033683691173791885 + ], + "opposite_logprob_tokens": [ + -3.4086837768554688 + ], + "logprob_reward": -0.033683691173791885, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033683691173791885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33503520488739014, + 0.14763474464416504, + 0.05593723803758621, + 0.16477306187152863, + 0.0628848448395729, + 0.04011295363306999, + 0.028541365638375282, + 0.03701913356781006, + 0.0825454518198967, + 0.04551604390144348 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.033683691173791885 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "subsequent, uninterrupted, medium shot captures a swordsman practicing in a powerful black-and-white HDR style. The image shows a young man with short, shaggy, bright green hair, a sharp face, a set jaw, and eagle-like eyes, nestled in a minimalist dojo. He wears a traditional dark kendo uniform (keikogi and hakama). Three katanas are neatly attached to a black belt at his waist, their sheaths reflecting a cool luster under the sharp overhead lighting. A harsh overhead light, slanting from above, casts elongated, distorted shadows on the polished dark wooden floor. Beads of sweat gleam on his arms and forehead, each drop like a tiny diamond. The camera smoothly advances in sync with his movements, capturing him as he suddenly exerts force from a stable sword-holding stance, leaning forward with his center of gravity. His right foot decisively steps forward, his practice sword emanating from a swift afterimage as he thrusts forward with precision. At the end of the movement, the tip of the sword hovers in mid-air, as if concentrating all his strength on this single point. The entire image is rendered in high-contrast black and white, with highlights nearly blown out, while the wrinkles of the kimono and the deep background appear nearly pure black, creating an atmosphere of intense focus, power, and dynamic tension.", + "seed": 5386, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_9/index_570_seed_5386_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05707608573138714, + "vlm_logprob": -0.05707608573138714, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.05707608573138714, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16175983846187592 + ], + "opposite_logprob_tokens": [ + -1.911759853363037 + ], + "logprob_reward": -0.16175983846187592, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16175983846187592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2703644633293152, + 0.07502221316099167, + 0.09794484078884125, + 0.045768432319164276, + 0.0497514083981514, + 0.13689327239990234, + 0.058816228061914444, + 0.04686377942562103, + 0.10617106407880783, + 0.11240427196025848 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.16175983846187592 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054965127259492874 + ], + "opposite_logprob_tokens": [ + -2.929965019226074 + ], + "logprob_reward": -0.054965127259492874, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054965127259492874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12314382940530777, + 0.04604005813598633, + 0.0707954540848732, + 0.03707049414515495, + 0.08985943347215652, + 0.2805524468421936, + 0.07500045001506805, + 0.024084875360131264, + 0.06313148885965347, + 0.19032150506973267 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.054965127259492874 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538060545921326 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012538060545921326, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538060545921326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25491368770599365, + 0.08911197632551193, + 0.1204100176692009, + 0.07277898490428925, + 0.04060681164264679, + 0.11894261091947556, + 0.037093937397003174, + 0.04872392863035202, + 0.12648038566112518, + 0.09093763679265976 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.012538060545921326 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633504942059517 + ], + "opposite_logprob_tokens": [ + -3.6513350009918213 + ], + "logprob_reward": -0.02633504942059517, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633504942059517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11465013027191162, + 0.08020740747451782, + 0.1403038203716278, + 0.07535861432552338, + 0.0543624684214592, + 0.06211378425359726, + 0.10639532655477524, + 0.07090608775615692, + 0.09947527199983597, + 0.1962270587682724 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.02633504942059517 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029782352969050407 + ], + "opposite_logprob_tokens": [ + -3.529782295227051 + ], + "logprob_reward": -0.029782352969050407, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029782352969050407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1072111427783966, + 0.09816598892211914, + 0.0646570697426796, + 0.055218957364559174, + 0.07355305552482605, + 0.24326243996620178, + 0.0936707928776741, + 0.10706645250320435, + 0.08507773280143738, + 0.07211628556251526 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.029782352969050407 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "subsequent, uninterrupted, medium shot captures a swordsman practicing in a powerful black-and-white HDR style. The image shows a young man with short, shaggy, bright green hair, a sharp face, a set jaw, and eagle-like eyes, nestled in a minimalist dojo. He wears a traditional dark kendo uniform (keikogi and hakama). Three katanas are neatly attached to a black belt at his waist, their sheaths reflecting a cool luster under the sharp overhead lighting. A harsh overhead light, slanting from above, casts elongated, distorted shadows on the polished dark wooden floor. Beads of sweat gleam on his arms and forehead, each drop like a tiny diamond. The camera smoothly advances in sync with his movements, capturing him as he suddenly exerts force from a stable sword-holding stance, leaning forward with his center of gravity. His right foot decisively steps forward, his practice sword emanating from a swift afterimage as he thrusts forward with precision. At the end of the movement, the tip of the sword hovers in mid-air, as if concentrating all his strength on this single point. The entire image is rendered in high-contrast black and white, with highlights nearly blown out, while the wrinkles of the kimono and the deep background appear nearly pure black, creating an atmosphere of intense focus, power, and dynamic tension.", + "seed": 5387, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_9/index_570_seed_5387_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.056429460272192956, + "vlm_logprob": -0.056429460272192956, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.056429460272192956, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04947403073310852 + ], + "opposite_logprob_tokens": [ + -3.049474000930786 + ], + "logprob_reward": -0.04947403073310852, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04947403073310852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07595522701740265, + 0.04618595913052559, + 0.03721367195248604, + 0.06246693804860115, + 0.03646150976419449, + 0.042435020208358765, + 0.10350579023361206, + 0.12838129699230194, + 0.4495253562927246, + 0.017869245260953903 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.04947403073310852 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706369161605835 + ], + "opposite_logprob_tokens": [ + -2.127063751220703 + ], + "logprob_reward": -0.12706369161605835, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706369161605835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26885125041007996, + 0.08258162438869476, + 0.054014865309000015, + 0.08401291817426682, + 0.0664408802986145, + 0.06926369667053223, + 0.04397033154964447, + 0.13391514122486115, + 0.14278951287269592, + 0.054159775376319885 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.12706369161605835 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864637553691864 + ], + "opposite_logprob_tokens": [ + -3.0486464500427246 + ], + "logprob_reward": -0.04864637553691864, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864637553691864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.310077428817749, + 0.1067807748913765, + 0.031209327280521393, + 0.10069987177848816, + 0.1637330949306488, + 0.03714962303638458, + 0.053474921733140945, + 0.026924533769488335, + 0.1279788464307785, + 0.0419715978205204 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.04864637553691864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033689338713884354 + ], + "opposite_logprob_tokens": [ + -3.408689260482788 + ], + "logprob_reward": -0.033689338713884354, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033689338713884354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2813957929611206, + 0.07791196554899216, + 0.08809596300125122, + 0.10710052400827408, + 0.05142788589000702, + 0.04718734696507454, + 0.10934017598628998, + 0.048724446445703506, + 0.11605606973171234, + 0.07275985926389694 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.033689338713884354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327386476099491 + ], + "opposite_logprob_tokens": [ + -3.7732739448547363 + ], + "logprob_reward": -0.02327386476099491, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327386476099491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28452420234680176, + 0.08153638988733292, + 0.09206511080265045, + 0.16638028621673584, + 0.09256837517023087, + 0.06260021775960922, + 0.07759445905685425, + 0.025507260113954544, + 0.04664257541298866, + 0.0705811157822609 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.02327386476099491 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "subsequent, uninterrupted, medium shot captures a swordsman practicing in a powerful black-and-white HDR style. The image shows a young man with short, shaggy, bright green hair, a sharp face, a set jaw, and eagle-like eyes, nestled in a minimalist dojo. He wears a traditional dark kendo uniform (keikogi and hakama). Three katanas are neatly attached to a black belt at his waist, their sheaths reflecting a cool luster under the sharp overhead lighting. A harsh overhead light, slanting from above, casts elongated, distorted shadows on the polished dark wooden floor. Beads of sweat gleam on his arms and forehead, each drop like a tiny diamond. The camera smoothly advances in sync with his movements, capturing him as he suddenly exerts force from a stable sword-holding stance, leaning forward with his center of gravity. His right foot decisively steps forward, his practice sword emanating from a swift afterimage as he thrusts forward with precision. At the end of the movement, the tip of the sword hovers in mid-air, as if concentrating all his strength on this single point. The entire image is rendered in high-contrast black and white, with highlights nearly blown out, while the wrinkles of the kimono and the deep background appear nearly pure black, creating an atmosphere of intense focus, power, and dynamic tension.", + "seed": 5388, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000184/group_9/index_570_seed_5388_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04354840964078903, + "vlm_logprob": -0.04354840964078903, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.04354840964078903, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049466658383607864 + ], + "opposite_logprob_tokens": [ + -3.049466609954834 + ], + "logprob_reward": -0.049466658383607864, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049466658383607864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049896489828825, + 0.15221406519412994, + 0.029512014240026474, + 0.03602970764040947, + 0.03968342766165733, + 0.23465752601623535, + 0.043957214802503586, + 0.04797588661313057, + 0.294086217880249, + 0.07198751717805862 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.049466658383607864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866556450724602 + ], + "opposite_logprob_tokens": [ + -3.0486655235290527 + ], + "logprob_reward": -0.04866556450724602, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866556450724602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05997675657272339, + 0.2714546024799347, + 0.06579187512397766, + 0.02699127607047558, + 0.043219394981861115, + 0.35580483078956604, + 0.031212499365210533, + 0.015101316384971142, + 0.0919555053114891, + 0.0384918712079525 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.04866556450724602 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338184252381325 + ], + "opposite_logprob_tokens": [ + -3.6513381004333496 + ], + "logprob_reward": -0.026338184252381325, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338184252381325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11927507817745209, + 0.3175841271877289, + 0.1534467339515686, + 0.09008409827947617, + 0.08980806916952133, + 0.028376705944538116, + 0.060108501464128494, + 0.021098261699080467, + 0.08553027361631393, + 0.034688182175159454 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.026338184252381325 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280387744307518 + ], + "opposite_logprob_tokens": [ + -3.773280382156372 + ], + "logprob_reward": -0.023280387744307518, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280387744307518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07180242240428925, + 0.13526643812656403, + 0.023463599383831024, + 0.04498295485973358, + 0.16071297228336334, + 0.09329096972942352, + 0.05748198553919792, + 0.03475527465343475, + 0.3373386859893799, + 0.040904756635427475 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.023280387744307518 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a young man with short, shaggy, bright green hair and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a traditional dark kendo uniform (keikogi and hakama) with three katanas attached to a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a minimalist dojo with a polished dark wooden floor and harsh overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a forward thrusting motion where the sword tip hovers in mid-air at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly advance in sync with the character's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999125331640244 + ], + "opposite_logprob_tokens": [ + -2.69499135017395 + ], + "logprob_reward": -0.06999125331640244, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999125331640244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04403968155384064, + 0.1936122328042984, + 0.0792805552482605, + 0.03007671609520912, + 0.11342108249664307, + 0.2776179611682892, + 0.05861024186015129, + 0.06359601765871048, + 0.09463206678628922, + 0.04511334002017975 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.06999125331640244 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_2/index_tensor([2807, 2807])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_2/index_tensor([2807, 2807])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..81074934fe5ee801041c0fe03ac67d57f97071a2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_2/index_tensor([2807, 2807])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot follows an elderly man steadily as he walks slowly along a winding, ancient cobblestone path. His hair is thinning, but meticulously combed, and his face is covered in deep wrinkles, like a map of time. He wears a dark brown tweed jacket, slightly worn at the elbows, an off-white turtleneck sweater, and dark gray flannel trousers. In his right hand, he clutches a polished, dark wooden cane, topped with a brass knob, patinated by years of use. The path is flanked by low, mossy stone walls, and behind them, a lush forest. In the evening, the golden afterglow of the setting sun filters through the leaves, casting a variegated, ever-shifting light on the cobblestones of varying sizes. The old man's back is slightly hunched, but each step is remarkably steady. He carefully extends his cane forward, finding a firm foothold with a crisp, resonant click. Then, he takes a leisurely step, his movements slow and rhythmic. The entire scene, bathed in warm light, is permeated with a tranquil, contemplative atmosphere, imbued with the weight of time and the tranquility of life.", + "seed": 31849, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_2/index_2807_seed_31849_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03188621858134866, + "vlm_logprob": -0.03188621858134866, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.03188621858134866, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11722762882709503 + ], + "opposite_logprob_tokens": [ + -2.492227554321289 + ], + "logprob_reward": -0.11722762882709503, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.11722762882709503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3123216927051544, + 0.07373189926147461, + 0.05059517174959183, + 0.06489620357751846, + 0.12372332811355591, + 0.08483108133077621, + 0.04658638685941696, + 0.07095801085233688, + 0.08638030290603638, + 0.08597592264413834 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.11722762882709503 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014234554022550583 + ], + "opposite_logprob_tokens": [ + -4.26423454284668 + ], + "logprob_reward": -0.014234554022550583, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014234554022550583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14845122396945953, + 0.05462788790464401, + 0.06258396059274673, + 0.03983465954661369, + 0.03315934166312218, + 0.061879172921180725, + 0.05337192118167877, + 0.17911189794540405, + 0.2695923149585724, + 0.09738760441541672 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.014234554022550583 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073176637291908 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.016073176637291908, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073176637291908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1444595456123352, + 0.10469543188810349, + 0.08718807250261307, + 0.07716543227434158, + 0.03052785061299801, + 0.020490922033786774, + 0.035171378403902054, + 0.16697357594966888, + 0.1811574548482895, + 0.1521703004837036 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.016073176637291908 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948222242295742 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005948222242295742, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948222242295742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2011437863111496, + 0.04821409657597542, + 0.05178909748792648, + 0.20362216234207153, + 0.025555094704031944, + 0.0345521979033947, + 0.0378304198384285, + 0.20615309476852417, + 0.0831967145204544, + 0.10794337838888168 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.005948222242295742 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947511177510023 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947511177510023, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947511177510023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26401400566101074, + 0.15976499021053314, + 0.05731659010052681, + 0.027559490874409676, + 0.021978165954351425, + 0.0305863656103611, + 0.01733475923538208, + 0.25654876232147217, + 0.058547493070364, + 0.10634935647249222 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.005947511177510023 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows an elderly man steadily as he walks slowly along a winding, ancient cobblestone path. His hair is thinning, but meticulously combed, and his face is covered in deep wrinkles, like a map of time. He wears a dark brown tweed jacket, slightly worn at the elbows, an off-white turtleneck sweater, and dark gray flannel trousers. In his right hand, he clutches a polished, dark wooden cane, topped with a brass knob, patinated by years of use. The path is flanked by low, mossy stone walls, and behind them, a lush forest. In the evening, the golden afterglow of the setting sun filters through the leaves, casting a variegated, ever-shifting light on the cobblestones of varying sizes. The old man's back is slightly hunched, but each step is remarkably steady. He carefully extends his cane forward, finding a firm foothold with a crisp, resonant click. Then, he takes a leisurely step, his movements slow and rhythmic. The entire scene, bathed in warm light, is permeated with a tranquil, contemplative atmosphere, imbued with the weight of time and the tranquility of life.", + "seed": 31850, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_2/index_2807_seed_31850_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04112904015928507, + "vlm_logprob": -0.04112904015928507, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.04112904015928507, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14061126112937927 + ], + "opposite_logprob_tokens": [ + -2.390611171722412 + ], + "logprob_reward": -0.14061126112937927, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.14061126112937927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11968538165092468, + 0.05563947558403015, + 0.29462578892707825, + 0.0977865681052208, + 0.1679147183895111, + 0.04918071627616882, + 0.04352361708879471, + 0.0474417470395565, + 0.06476013362407684, + 0.059441860765218735 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.14061126112937927 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018215514719486237 + ], + "opposite_logprob_tokens": [ + -4.018215656280518 + ], + "logprob_reward": -0.018215514719486237, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018215514719486237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14991705119609833, + 0.06169924512505531, + 0.17557790875434875, + 0.122297003865242, + 0.12233366072177887, + 0.07163073867559433, + 0.049499765038490295, + 0.08741447329521179, + 0.053391315042972565, + 0.10623886436223984 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.018215514719486237 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799247160553932 + ], + "opposite_logprob_tokens": [ + -3.529799222946167 + ], + "logprob_reward": -0.029799247160553932, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799247160553932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1327832192182541, + 0.06138260290026665, + 0.25740674138069153, + 0.1421424150466919, + 0.08234995603561401, + 0.07203540951013565, + 0.049835603684186935, + 0.07145369797945023, + 0.04664396122097969, + 0.08396638929843903 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.029799247160553932 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073562316596508 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073562316596508, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073562316596508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10697165876626968, + 0.05337892100214958, + 0.13462930917739868, + 0.17039920389652252, + 0.2666046619415283, + 0.052821509540081024, + 0.01957191526889801, + 0.07865981757640839, + 0.06925064325332642, + 0.047712307423353195 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.011073562316596508 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005945615470409393 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.005945615470409393, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005945615470409393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08584869652986526, + 0.046062834560871124, + 0.09001675248146057, + 0.051874879747629166, + 0.13924674689769745, + 0.05888861045241356, + 0.025215350091457367, + 0.2115469127893448, + 0.03905588760972023, + 0.2522433400154114 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.005945615470409393 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows an elderly man steadily as he walks slowly along a winding, ancient cobblestone path. His hair is thinning, but meticulously combed, and his face is covered in deep wrinkles, like a map of time. He wears a dark brown tweed jacket, slightly worn at the elbows, an off-white turtleneck sweater, and dark gray flannel trousers. In his right hand, he clutches a polished, dark wooden cane, topped with a brass knob, patinated by years of use. The path is flanked by low, mossy stone walls, and behind them, a lush forest. In the evening, the golden afterglow of the setting sun filters through the leaves, casting a variegated, ever-shifting light on the cobblestones of varying sizes. The old man's back is slightly hunched, but each step is remarkably steady. He carefully extends his cane forward, finding a firm foothold with a crisp, resonant click. Then, he takes a leisurely step, his movements slow and rhythmic. The entire scene, bathed in warm light, is permeated with a tranquil, contemplative atmosphere, imbued with the weight of time and the tranquility of life.", + "seed": 31851, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_2/index_2807_seed_31851_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.031414175406098366, + "vlm_logprob": -0.031414175406098366, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.031414175406098366, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06881625205278397 + ], + "opposite_logprob_tokens": [ + -3.1938161849975586 + ], + "logprob_reward": -0.06881625205278397, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.06881625205278397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054565172642469406, + 0.051793258637189865, + 0.28192028403282166, + 0.04593450203537941, + 0.013097492046654224, + 0.02045043744146824, + 0.02276824787259102, + 0.4184025526046753, + 0.017445042729377747, + 0.07362305372953415 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.06881625205278397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0233188197016716 + ], + "opposite_logprob_tokens": [ + -3.7733187675476074 + ], + "logprob_reward": -0.0233188197016716, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0233188197016716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17126448452472687, + 0.04891151562333107, + 0.04588041082024574, + 0.04458370432257652, + 0.01836155727505684, + 0.016953540965914726, + 0.059166405349969864, + 0.04685632511973381, + 0.010000202804803848, + 0.5380218029022217 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0233188197016716 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038106825202703476 + ], + "opposite_logprob_tokens": [ + -3.288106918334961 + ], + "logprob_reward": -0.038106825202703476, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038106825202703476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13491494953632355, + 0.10874176770448685, + 0.21396362781524658, + 0.0633087307214737, + 0.02365727908909321, + 0.02794676087796688, + 0.03548693284392357, + 0.17353332042694092, + 0.014722132124006748, + 0.20372450351715088 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.038106825202703476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190348520874977 + ], + "opposite_logprob_tokens": [ + -4.018190383911133 + ], + "logprob_reward": -0.018190348520874977, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190348520874977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055522382259368896, + 0.09701501578092575, + 0.03273541480302811, + 0.04376345872879028, + 0.04143659025430679, + 0.04041273519396782, + 0.04946710541844368, + 0.5780446529388428, + 0.009816499426960945, + 0.051786232739686966 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.018190348520874977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863863155245781 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.00863863155245781, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863863155245781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16185611486434937, + 0.15729105472564697, + 0.0709291398525238, + 0.0788155347108841, + 0.042515676468610764, + 0.00973705854266882, + 0.10233938694000244, + 0.33126258850097656, + 0.005719796288758516, + 0.03953360766172409 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.00863863155245781 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows an elderly man steadily as he walks slowly along a winding, ancient cobblestone path. His hair is thinning, but meticulously combed, and his face is covered in deep wrinkles, like a map of time. He wears a dark brown tweed jacket, slightly worn at the elbows, an off-white turtleneck sweater, and dark gray flannel trousers. In his right hand, he clutches a polished, dark wooden cane, topped with a brass knob, patinated by years of use. The path is flanked by low, mossy stone walls, and behind them, a lush forest. In the evening, the golden afterglow of the setting sun filters through the leaves, casting a variegated, ever-shifting light on the cobblestones of varying sizes. The old man's back is slightly hunched, but each step is remarkably steady. He carefully extends his cane forward, finding a firm foothold with a crisp, resonant click. Then, he takes a leisurely step, his movements slow and rhythmic. The entire scene, bathed in warm light, is permeated with a tranquil, contemplative atmosphere, imbued with the weight of time and the tranquility of life.", + "seed": 31852, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_2/index_2807_seed_31852_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025547147355973722, + "vlm_logprob": -0.025547147355973722, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.025547147355973722, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.060855161398649216 + ], + "opposite_logprob_tokens": [ + -3.8108551502227783 + ], + "logprob_reward": -0.060855161398649216, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.060855161398649216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07513890415430069, + 0.044283732771873474, + 0.0335969552397728, + 0.15869975090026855, + 0.05307036265730858, + 0.027754206210374832, + 0.04837601259350777, + 0.3215610682964325, + 0.016803078353405, + 0.2207159698009491 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.060855161398649216 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018217388540506363 + ], + "opposite_logprob_tokens": [ + -4.01821756362915 + ], + "logprob_reward": -0.018217388540506363, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018217388540506363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16863511502742767, + 0.06261325627565384, + 0.06103013455867767, + 0.27140137553215027, + 0.06833411753177643, + 0.036055680364370346, + 0.16243907809257507, + 0.08580480515956879, + 0.01607433892786503, + 0.06761204451322556 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.018217388540506363 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634631097316742 + ], + "opposite_logprob_tokens": [ + -3.651346206665039 + ], + "logprob_reward": -0.02634631097316742, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634631097316742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22541071474552155, + 0.23575879633426666, + 0.022701477631926537, + 0.1609647125005722, + 0.11672892421483994, + 0.025339186191558838, + 0.11625371873378754, + 0.05446169525384903, + 0.013342402875423431, + 0.029038377106189728 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.02634631097316742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780462831258774 + ], + "opposite_logprob_tokens": [ + -4.634780406951904 + ], + "logprob_reward": -0.009780462831258774, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780462831258774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23464708030223846, + 0.062086042016744614, + 0.06312503665685654, + 0.1756381243467331, + 0.08469420671463013, + 0.08643626421689987, + 0.07087387889623642, + 0.035391755402088165, + 0.0587029904127121, + 0.1284046322107315 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.009780462831258774 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an elderly man wearing a dark brown tweed jacket, an off-white turtleneck sweater, and dark gray flannel trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a polished dark wooden cane with a brass knob in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a winding cobblestone path flanked by low mossy stone walls with a lush forest behind them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the golden afterglow of a setting sun filtering through leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536413036286831 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536413036286831, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536413036286831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27029597759246826, + 0.13277533650398254, + 0.01656908169388771, + 0.3097551167011261, + 0.042200516909360886, + 0.01528345700353384, + 0.010933121666312218, + 0.14142487943172455, + 0.027391526848077774, + 0.0333709642291069 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.012536413036286831 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_8/index_tensor([3748, 3748])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_8/index_tensor([3748, 3748])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c733d192fc3df5b5e417191c5b436994ef69c3ce --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_8/index_tensor([3748, 3748])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme close-up, high-angle shot, the camera remains completely static, focused intently on a round, matte white pill, nestled at the bottom of a clear glass ashtray filled with crystal-clear liquid. The scene is dramatically illuminated by a cool overhead light, casting sharp refractions through the glass against a dark, completely out-of-focus background. The dissolution process begins with meticulous slowness, with tiny, flake-like bubbles streaming from the pill's chalky surface, its outer layer gently shattering to form a faint, milky cloud. Suddenly, from the pill's core, a vibrant, otherworldly color begins to radiate outward—not a simple bleed, but a hypnotic mass of glowing, swirling tendrils of electric cyan and deep magenta, expanding steadily and deliberately, like a miniature nebula being born. The pristine color palette is dramatically shattered by this radiant display, which glows from the liquid, creating a concentrated, mysterious atmosphere of a profound and beautiful chemical transformation.", + "seed": 17166, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_8/index_3748_seed_17166_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.37475337348878385, + "vlm_logprob": -0.37475337348878385, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.37475337348878385, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023924820125102997 + ], + "opposite_logprob_tokens": [ + -4.273924827575684 + ], + "logprob_reward": -0.023924820125102997, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.023924820125102997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07593395560979843, + 0.07155286520719528, + 0.183083176612854, + 0.4677527844905853, + 0.03623642772436142, + 0.04113469645380974, + 0.04689439386129379, + 0.030212899670004845, + 0.02732640877366066, + 0.019872331991791725 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.023924820125102997 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015129327774048 + ], + "opposite_logprob_tokens": [ + -0.20151293277740479 + ], + "logprob_reward": -1.7015129327774048, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015129327774048, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04506802558898926, + 0.05355692654848099, + 0.04338289797306061, + 0.5437297821044922, + 0.02091096341609955, + 0.06536313146352768, + 0.09012875705957413, + 0.11389587819576263, + 0.009278199635446072, + 0.014685415662825108 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -1.7015129327774048 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04314732179045677 + ], + "opposite_logprob_tokens": [ + -3.168147325515747 + ], + "logprob_reward": -0.04314732179045677, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04314732179045677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04924682155251503, + 0.0868915244936943, + 0.11400286853313446, + 0.5292534828186035, + 0.05243181064724922, + 0.03125772252678871, + 0.057089246809482574, + 0.042277999222278595, + 0.02015947364270687, + 0.01738905720412731 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.04314732179045677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08909758925437927 + ], + "opposite_logprob_tokens": [ + -2.464097499847412 + ], + "logprob_reward": -0.08909758925437927, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08909758925437927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03990992531180382, + 0.024842478334903717, + 0.08573902398347855, + 0.5545942187309265, + 0.05870099365711212, + 0.0379413440823555, + 0.03297276794910431, + 0.08654740452766418, + 0.06342494487762451, + 0.015326933935284615 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.08909758925437927 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016084203496575356 + ], + "opposite_logprob_tokens": [ + -4.14108419418335 + ], + "logprob_reward": -0.016084203496575356, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016084203496575356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07241573929786682, + 0.06623098254203796, + 0.03356321156024933, + 0.16504044830799103, + 0.07204275578260422, + 0.1365136206150055, + 0.06980355083942413, + 0.14336450397968292, + 0.08853873610496521, + 0.1524864137172699 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.016084203496575356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, high-angle shot, the camera remains completely static, focused intently on a round, matte white pill, nestled at the bottom of a clear glass ashtray filled with crystal-clear liquid. The scene is dramatically illuminated by a cool overhead light, casting sharp refractions through the glass against a dark, completely out-of-focus background. The dissolution process begins with meticulous slowness, with tiny, flake-like bubbles streaming from the pill's chalky surface, its outer layer gently shattering to form a faint, milky cloud. Suddenly, from the pill's core, a vibrant, otherworldly color begins to radiate outward—not a simple bleed, but a hypnotic mass of glowing, swirling tendrils of electric cyan and deep magenta, expanding steadily and deliberately, like a miniature nebula being born. The pristine color palette is dramatically shattered by this radiant display, which glows from the liquid, creating a concentrated, mysterious atmosphere of a profound and beautiful chemical transformation.", + "seed": 17167, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_8/index_3748_seed_17167_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.33574715442955494, + "vlm_logprob": -0.33574715442955494, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.33574715442955494, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06874670088291168 + ], + "opposite_logprob_tokens": [ + -3.06874680519104 + ], + "logprob_reward": -0.06874670088291168, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.06874670088291168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13670694828033447, + 0.15693984925746918, + 0.05046384781599045, + 0.08139902353286743, + 0.024255119264125824, + 0.05194336548447609, + 0.1617843061685562, + 0.1192106232047081, + 0.09798851609230042, + 0.11930841207504272 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.06874670088291168 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020513534545898 + ], + "opposite_logprob_tokens": [ + -0.25205135345458984 + ], + "logprob_reward": -1.5020513534545898, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020513534545898, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08683227002620697, + 0.04965256527066231, + 0.07040400803089142, + 0.03324589878320694, + 0.0494266152381897, + 0.0931740328669548, + 0.0835069864988327, + 0.18161506950855255, + 0.19821292161941528, + 0.15392959117889404 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -1.5020513534545898 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04316969960927963 + ], + "opposite_logprob_tokens": [ + -3.1681697368621826 + ], + "logprob_reward": -0.04316969960927963, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04316969960927963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05853758007287979, + 0.03723069652915001, + 0.023928778246045113, + 0.020745450630784035, + 0.033624351024627686, + 0.05949633941054344, + 0.0435955710709095, + 0.46124646067619324, + 0.17351177334785461, + 0.08808299154043198 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.04316969960927963 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868486896157265 + ], + "opposite_logprob_tokens": [ + -3.04868483543396 + ], + "logprob_reward": -0.04868486896157265, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868486896157265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12211786955595016, + 0.05021515488624573, + 0.027639100328087807, + 0.019501203671097755, + 0.07500316947698593, + 0.06784194707870483, + 0.056782688945531845, + 0.21932116150856018, + 0.293971985578537, + 0.06760576367378235 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.04868486896157265 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608314923942089 + ], + "opposite_logprob_tokens": [ + -4.141083240509033 + ], + "logprob_reward": -0.01608314923942089, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608314923942089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03493858873844147, + 0.06572221219539642, + 0.04241808131337166, + 0.021668097004294395, + 0.045979250222444534, + 0.05835091322660446, + 0.04556185379624367, + 0.10244720429182053, + 0.2147219181060791, + 0.3681918680667877 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.01608314923942089 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, high-angle shot, the camera remains completely static, focused intently on a round, matte white pill, nestled at the bottom of a clear glass ashtray filled with crystal-clear liquid. The scene is dramatically illuminated by a cool overhead light, casting sharp refractions through the glass against a dark, completely out-of-focus background. The dissolution process begins with meticulous slowness, with tiny, flake-like bubbles streaming from the pill's chalky surface, its outer layer gently shattering to form a faint, milky cloud. Suddenly, from the pill's core, a vibrant, otherworldly color begins to radiate outward—not a simple bleed, but a hypnotic mass of glowing, swirling tendrils of electric cyan and deep magenta, expanding steadily and deliberately, like a miniature nebula being born. The pristine color palette is dramatically shattered by this radiant display, which glows from the liquid, creating a concentrated, mysterious atmosphere of a profound and beautiful chemical transformation.", + "seed": 17168, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_8/index_3748_seed_17168_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.33115599416196345, + "vlm_logprob": -0.33115599416196345, + "vlm_yes_no_margin": 2.049999988079071, + "vlm_token_credit": -0.33115599416196345, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04567413404583931 + ], + "opposite_logprob_tokens": [ + -3.5456740856170654 + ], + "logprob_reward": -0.04567413404583931, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.04567413404583931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18435736000537872, + 0.2908744812011719, + 0.142432302236557, + 0.07622375339269638, + 0.05882919207215309, + 0.050760816782712936, + 0.028201838955283165, + 0.045975811779499054, + 0.03510947898030281, + 0.08723495155572891 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.04567413404583931 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236167192459106 + ], + "opposite_logprob_tokens": [ + -0.34861668944358826 + ], + "logprob_reward": -1.2236167192459106, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236167192459106, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10075563192367554, + 0.07894830405712128, + 0.07754954695701599, + 0.29051098227500916, + 0.08473144471645355, + 0.06028034910559654, + 0.03129623830318451, + 0.10330686718225479, + 0.048478495329618454, + 0.12414217740297318 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -1.2236167192459106 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02987746335566044 + ], + "opposite_logprob_tokens": [ + -3.5298774242401123 + ], + "logprob_reward": -0.02987746335566044, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02987746335566044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07950820028781891, + 0.06294998526573181, + 0.13445714116096497, + 0.15930846333503723, + 0.16759027540683746, + 0.04410567134618759, + 0.044215161353349686, + 0.07091525197029114, + 0.1003611832857132, + 0.1365886628627777 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.02987746335566044 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309616982936859 + ], + "opposite_logprob_tokens": [ + -3.1680960655212402 + ], + "logprob_reward": -0.04309616982936859, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309616982936859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06576705724000931, + 0.17895831167697906, + 0.05670994892716408, + 0.06673382967710495, + 0.0462498776614666, + 0.05004681646823883, + 0.05009862780570984, + 0.13318051397800446, + 0.08181121945381165, + 0.2704438269138336 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.04309616982936859 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31351548433303833 + ], + "opposite_logprob_tokens": [ + -1.3135154247283936 + ], + "logprob_reward": -0.31351548433303833, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31351548433303833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09417540580034256, + 0.05742555856704712, + 0.07945514470338821, + 0.155488058924675, + 0.09905549883842468, + 0.04279805347323418, + 0.0414292998611927, + 0.16827638447284698, + 0.06176869943737984, + 0.20012785494327545 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.31351548433303833 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, high-angle shot, the camera remains completely static, focused intently on a round, matte white pill, nestled at the bottom of a clear glass ashtray filled with crystal-clear liquid. The scene is dramatically illuminated by a cool overhead light, casting sharp refractions through the glass against a dark, completely out-of-focus background. The dissolution process begins with meticulous slowness, with tiny, flake-like bubbles streaming from the pill's chalky surface, its outer layer gently shattering to form a faint, milky cloud. Suddenly, from the pill's core, a vibrant, otherworldly color begins to radiate outward—not a simple bleed, but a hypnotic mass of glowing, swirling tendrils of electric cyan and deep magenta, expanding steadily and deliberately, like a miniature nebula being born. The pristine color palette is dramatically shattered by this radiant display, which glows from the liquid, creating a concentrated, mysterious atmosphere of a profound and beautiful chemical transformation.", + "seed": 17169, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_8/index_3748_seed_17169_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.32315174378454686, + "vlm_logprob": -0.32315174378454686, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.32315174378454686, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06251716613769531 + ], + "opposite_logprob_tokens": [ + -3.0625171661376953 + ], + "logprob_reward": -0.06251716613769531, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.06251716613769531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2368391752243042, + 0.06899702548980713, + 0.11004164814949036, + 0.12607502937316895, + 0.10100973397493362, + 0.056940723210573196, + 0.05175778269767761, + 0.08735526353120804, + 0.09713708609342575, + 0.06384650617837906 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.06251716613769531 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063005447387695 + ], + "opposite_logprob_tokens": [ + -0.2813005745410919 + ], + "logprob_reward": -1.4063005447387695, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063005447387695, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.062399573624134064, + 0.037182774394750595, + 0.031815025955438614, + 0.03181925788521767, + 0.02848372422158718, + 0.631044864654541, + 0.060798097401857376, + 0.05160244554281235, + 0.03494559973478317, + 0.029908590018749237 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -1.4063005447387695 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029870985075831413 + ], + "opposite_logprob_tokens": [ + -3.5298709869384766 + ], + "logprob_reward": -0.029870985075831413, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029870985075831413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07990581542253494, + 0.033537041395902634, + 0.0491962730884552, + 0.04252052679657936, + 0.07671220600605011, + 0.36463820934295654, + 0.10027562826871872, + 0.09835550934076309, + 0.05701397731900215, + 0.09784477204084396 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.029870985075831413 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208469718694687 + ], + "opposite_logprob_tokens": [ + -2.812084674835205 + ], + "logprob_reward": -0.06208469718694687, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208469718694687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04825351759791374, + 0.04228220507502556, + 0.04574056714773178, + 0.03645061329007149, + 0.056887514889240265, + 0.3499223589897156, + 0.059964995831251144, + 0.18746690452098846, + 0.10344290733337402, + 0.06958845257759094 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.06208469718694687 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light casting sharp refractions through a clear glass ashtray filled with liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a round, matte white pill dissolve slowly, releasing flake-like bubbles and shattering into a faint milky cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant mass of glowing, swirling tendrils in electric cyan and deep magenta radiate from the pill's core like a miniature nebula?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054985325783491135 + ], + "opposite_logprob_tokens": [ + -2.929985284805298 + ], + "logprob_reward": -0.054985325783491135, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054985325783491135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06691877543926239, + 0.01980542205274105, + 0.027384109795093536, + 0.056063681840896606, + 0.16825920343399048, + 0.11042191833257675, + 0.12911538779735565, + 0.16347558796405792, + 0.04238307476043701, + 0.21617279946804047 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.054985325783491135 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_0/index_tensor([7674, 7674])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_0/index_tensor([7674, 7674])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..551faa1810da439de85ff206bd6386d418712ee6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_0/index_tensor([7674, 7674])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot, held close to the ground, follows a pale, slightly wrinkled A4 sheet as it glides across the spotless yet cold white terrazzo floor. The paper is densely covered with intricate black and white medical diagrams, including electrocardiogram waveforms and diagrams of human anatomy, interspersed with scribbled blue ink annotations. The scene is a bare hospital corridor, flanked by lifeless pale green walls. Only the cool, dim natural light filtering through the windows at the end casts long shadows across the floor. An unidentified air current propels the sheet, sometimes causing it to drift steadily forward, sometimes suddenly lifting a corner, tumbling helplessly in the air for a half-circle before slamming back to the ground with a soft, hollow scraping sound. As the camera steadily advances, each turn and slide of the paper becomes strikingly clear, the entire scene tinged with a cold, desolate feeling of loss, as if this forgotten sheet carries an urgent, untold story.", + "seed": 13414, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_0/index_7674_seed_13414_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03406203128397465, + "vlm_logprob": -0.03406203128397465, + "vlm_yes_no_margin": 4.049999952316284, + "vlm_token_credit": -0.03406203128397465, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12323640286922455 + ], + "opposite_logprob_tokens": [ + -2.2482364177703857 + ], + "logprob_reward": -0.12323640286922455, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12323640286922455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39351218938827515, + 0.19327715039253235, + 0.05020841583609581, + 0.1601155400276184, + 0.05971550568938255, + 0.027199257165193558, + 0.03418261930346489, + 0.030634375289082527, + 0.018431037664413452, + 0.03272387012839317 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.12323640286922455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820100098848343 + ], + "opposite_logprob_tokens": [ + -4.018200874328613 + ], + "logprob_reward": -0.01820100098848343, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820100098848343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.156492218375206, + 0.07736020535230637, + 0.07471010833978653, + 0.2005777806043625, + 0.06190880388021469, + 0.022480109706521034, + 0.06639666855335236, + 0.03894443437457085, + 0.05328836292028427, + 0.24784129858016968 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.01820100098848343 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257352255284786 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257352255284786, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257352255284786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3239225149154663, + 0.0673043429851532, + 0.05005759000778198, + 0.16377052664756775, + 0.0594627745449543, + 0.029278326779603958, + 0.05739575996994972, + 0.0287986621260643, + 0.03197042644023895, + 0.18803906440734863 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.005257352255284786 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080047115683556 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080047115683556, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080047115683556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15312232077121735, + 0.12062421441078186, + 0.082241490483284, + 0.12357724457979202, + 0.06281900405883789, + 0.04737796634435654, + 0.0640493705868721, + 0.03452599048614502, + 0.027742091566324234, + 0.2839202582836151 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.011080047115683556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535353191196918 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535353191196918, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535353191196918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35562214255332947, + 0.1717161238193512, + 0.0465514101088047, + 0.08725762367248535, + 0.07632910460233688, + 0.028108278289437294, + 0.05491190776228905, + 0.03228192776441574, + 0.03621191531419754, + 0.11100952327251434 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.012535353191196918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, held close to the ground, follows a pale, slightly wrinkled A4 sheet as it glides across the spotless yet cold white terrazzo floor. The paper is densely covered with intricate black and white medical diagrams, including electrocardiogram waveforms and diagrams of human anatomy, interspersed with scribbled blue ink annotations. The scene is a bare hospital corridor, flanked by lifeless pale green walls. Only the cool, dim natural light filtering through the windows at the end casts long shadows across the floor. An unidentified air current propels the sheet, sometimes causing it to drift steadily forward, sometimes suddenly lifting a corner, tumbling helplessly in the air for a half-circle before slamming back to the ground with a soft, hollow scraping sound. As the camera steadily advances, each turn and slide of the paper becomes strikingly clear, the entire scene tinged with a cold, desolate feeling of loss, as if this forgotten sheet carries an urgent, untold story.", + "seed": 13415, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_0/index_7674_seed_13415_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02441930826753378, + "vlm_logprob": -0.02441930826753378, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.02441930826753378, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06451465934515 + ], + "opposite_logprob_tokens": [ + -2.939514636993408 + ], + "logprob_reward": -0.06451465934515, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06451465934515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4034595787525177, + 0.11407871544361115, + 0.0424298457801342, + 0.0491146594285965, + 0.03731636703014374, + 0.1539406031370163, + 0.06451015919446945, + 0.03034660592675209, + 0.03306267037987709, + 0.07174069434404373 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.06451465934515 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820521429181099 + ], + "opposite_logprob_tokens": [ + -4.018205165863037 + ], + "logprob_reward": -0.01820521429181099, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820521429181099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3048967123031616, + 0.2909401059150696, + 0.08963771909475327, + 0.050355102866888046, + 0.03656347841024399, + 0.05451114848256111, + 0.020918946713209152, + 0.049441151320934296, + 0.04393203929066658, + 0.05880357697606087 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01820521429181099 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547479011118412 + ], + "opposite_logprob_tokens": [ + -4.387547492980957 + ], + "logprob_reward": -0.012547479011118412, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547479011118412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26629000902175903, + 0.1874168962240219, + 0.10590420663356781, + 0.049783412367105484, + 0.07077112048864365, + 0.06688699871301651, + 0.045345768332481384, + 0.0929815024137497, + 0.0375482477247715, + 0.07707181572914124 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012547479011118412 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193157389760017 + ], + "opposite_logprob_tokens": [ + -4.018193244934082 + ], + "logprob_reward": -0.018193157389760017, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018193157389760017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3442081809043884, + 0.1104467511177063, + 0.1570698767900467, + 0.08378937840461731, + 0.07665038108825684, + 0.0432802252471447, + 0.041169680655002594, + 0.06355352699756622, + 0.029405927285552025, + 0.05042610317468643 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.018193157389760017 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636031299829483 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.008636031299829483, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636031299829483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1707332283258438, + 0.36027494072914124, + 0.023371879011392593, + 0.023433584719896317, + 0.06727009266614914, + 0.15352575480937958, + 0.02360939048230648, + 0.019649947062134743, + 0.03958906605839729, + 0.11854206770658493 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.008636031299829483 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, held close to the ground, follows a pale, slightly wrinkled A4 sheet as it glides across the spotless yet cold white terrazzo floor. The paper is densely covered with intricate black and white medical diagrams, including electrocardiogram waveforms and diagrams of human anatomy, interspersed with scribbled blue ink annotations. The scene is a bare hospital corridor, flanked by lifeless pale green walls. Only the cool, dim natural light filtering through the windows at the end casts long shadows across the floor. An unidentified air current propels the sheet, sometimes causing it to drift steadily forward, sometimes suddenly lifting a corner, tumbling helplessly in the air for a half-circle before slamming back to the ground with a soft, hollow scraping sound. As the camera steadily advances, each turn and slide of the paper becomes strikingly clear, the entire scene tinged with a cold, desolate feeling of loss, as if this forgotten sheet carries an urgent, untold story.", + "seed": 13416, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_0/index_7674_seed_13416_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.020260334108024837, + "vlm_logprob": -0.020260334108024837, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.020260334108024837, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04325372725725174 + ], + "opposite_logprob_tokens": [ + -3.2932536602020264 + ], + "logprob_reward": -0.04325372725725174, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04325372725725174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11676428467035294, + 0.04823779687285423, + 0.020644070580601692, + 0.07149498909711838, + 0.19584067165851593, + 0.36676400899887085, + 0.09900833666324615, + 0.05967114865779877, + 0.009578444994986057, + 0.011996268294751644 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.04325372725725174 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018195966258645058 + ], + "opposite_logprob_tokens": [ + -4.018196105957031 + ], + "logprob_reward": -0.018195966258645058, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018195966258645058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07668571919202805, + 0.044438742101192474, + 0.07715284079313278, + 0.1791975349187851, + 0.2219996303319931, + 0.28213152289390564, + 0.04275704547762871, + 0.02310117892920971, + 0.01881847158074379, + 0.03371734172105789 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.018195966258645058 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738083902746439 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738083902746439, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738083902746439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42433422803878784, + 0.07238680124282837, + 0.09262915700674057, + 0.0689823254942894, + 0.10307595878839493, + 0.13764919340610504, + 0.027799585834145546, + 0.007671784143894911, + 0.0191834457218647, + 0.04628752917051315 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.006738083902746439 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020582307130098343 + ], + "opposite_logprob_tokens": [ + -3.8955821990966797 + ], + "logprob_reward": -0.020582307130098343, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020582307130098343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07204191386699677, + 0.018139634281396866, + 0.039190225303173065, + 0.06661031395196915, + 0.13963785767555237, + 0.5881602764129639, + 0.024840261787176132, + 0.008448072709143162, + 0.016904043033719063, + 0.02602737583220005 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.020582307130098343 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531585991382599 + ], + "opposite_logprob_tokens": [ + -4.387531757354736 + ], + "logprob_reward": -0.012531585991382599, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531585991382599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.258726567029953, + 0.03601919859647751, + 0.024040842428803444, + 0.020364947617053986, + 0.06921448558568954, + 0.5195290446281433, + 0.0493648387491703, + 0.008535477332770824, + 0.006073560565710068, + 0.008131054230034351 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.012531585991382599 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, held close to the ground, follows a pale, slightly wrinkled A4 sheet as it glides across the spotless yet cold white terrazzo floor. The paper is densely covered with intricate black and white medical diagrams, including electrocardiogram waveforms and diagrams of human anatomy, interspersed with scribbled blue ink annotations. The scene is a bare hospital corridor, flanked by lifeless pale green walls. Only the cool, dim natural light filtering through the windows at the end casts long shadows across the floor. An unidentified air current propels the sheet, sometimes causing it to drift steadily forward, sometimes suddenly lifting a corner, tumbling helplessly in the air for a half-circle before slamming back to the ground with a soft, hollow scraping sound. As the camera steadily advances, each turn and slide of the paper becomes strikingly clear, the entire scene tinged with a cold, desolate feeling of loss, as if this forgotten sheet carries an urgent, untold story.", + "seed": 13417, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_0/index_7674_seed_13417_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0229673323687166, + "vlm_logprob": -0.0229673323687166, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.0229673323687166, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.060869067907333374 + ], + "opposite_logprob_tokens": [ + -3.060868978500366 + ], + "logprob_reward": -0.060869067907333374, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.060869067907333374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1529671847820282, + 0.19366849958896637, + 0.1547667384147644, + 0.1291089504957199, + 0.06503048539161682, + 0.07939810305833817, + 0.07993661612272263, + 0.06078400835394859, + 0.052945204079151154, + 0.031394194811582565 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.060869067907333374 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554659508168697 + ], + "opposite_logprob_tokens": [ + -4.38755464553833 + ], + "logprob_reward": -0.012554659508168697, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554659508168697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14461541175842285, + 0.0881139412522316, + 0.12712180614471436, + 0.07553444057703018, + 0.08766259253025055, + 0.06217312067747116, + 0.06624182313680649, + 0.09402807801961899, + 0.1310916543006897, + 0.1234172061085701 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.012554659508168697 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409882515668869 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.00409882515668869, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409882515668869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16028976440429688, + 0.10292506217956543, + 0.08564979583024979, + 0.15410968661308289, + 0.08233325928449631, + 0.03951525315642357, + 0.03171302750706673, + 0.10708777606487274, + 0.1806427240371704, + 0.05573362484574318 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.00409882515668869 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370121121406555 + ], + "opposite_logprob_tokens": [ + -3.408701181411743 + ], + "logprob_reward": -0.03370121121406555, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370121121406555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09627930074930191, + 0.09153740853071213, + 0.09723925590515137, + 0.09815572947263718, + 0.09489821642637253, + 0.07757949084043503, + 0.06505823880434036, + 0.18783794343471527, + 0.1350388526916504, + 0.05637558922171593 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.03370121121406555 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a pale, slightly wrinkled A4 sheet of paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper covered with black and white medical diagrams, including electrocardiogram waveforms and human anatomy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper feature scribbled blue ink annotations interspersed with the diagrams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a bare hospital corridor with pale green walls and a white terrazzo floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036128980573266745 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.0036128980573266745, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036128980573266745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.176076278090477, + 0.11020307242870331, + 0.09756216406822205, + 0.11688394844532013, + 0.041697386652231216, + 0.05853566527366638, + 0.12555886805057526, + 0.06084064394235611, + 0.06439296901226044, + 0.14824901521205902 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.0036128980573266745 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_1/index_tensor([3627, 3627])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_1/index_tensor([3627, 3627])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..45e23e60053f729a6319a810db7e86a953c480ef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_1/index_tensor([3627, 3627])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle cinematic shot slowly tilts upward from the base of a magnificent Gothic cathedral, its twin skull-capped spires seeming to grasp a roiling, bruised purple sky studded with storm clouds. Rendered in a breathtakingly detailed Dungeons & Dragons art style, the ancient, moss-encrusted stonework is a tapestry of intricate, weathered carvings and dark, ominous archways, from which grotesque gargoyles leer from their perches. The scene is bathed in an ominous, cool light that suddenly shatters as spiderwebs relentlessly crack across the main facade, releasing billowing clouds of thick, gray dust. As the camera cleverly zooms out to reveal the full, epic scale of the destruction, a prominent gargoyle violently shatters, its fragments exploding outward. This triggers a catastrophic chain reaction, sending chunks of masonry and shattered statues loose and cascading downward in powerful slow-motion waterfalls, imbuing the image with the apocalyptic atmosphere of an ancient power being shattered with shocking force.", + "seed": 18484, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_1/index_3627_seed_18484_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08036126419901848, + "vlm_logprob": -0.08036126419901848, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.08036126419901848, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03439759463071823 + ], + "opposite_logprob_tokens": [ + -3.409397602081299 + ], + "logprob_reward": -0.03439759463071823, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03439759463071823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2972531318664551, + 0.11470897495746613, + 0.13547293841838837, + 0.05147457867860794, + 0.06520882993936539, + 0.09248139709234238, + 0.06479482352733612, + 0.045258644968271255, + 0.07411407679319382, + 0.059232600033283234 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.03439759463071823 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787309914827347 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.009787309914827347, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787309914827347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4226127862930298, + 0.08938691020011902, + 0.05547311529517174, + 0.06466101109981537, + 0.15827473998069763, + 0.09309802204370499, + 0.025694292038679123, + 0.031555913388729095, + 0.023114744573831558, + 0.03612847253680229 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.009787309914827347 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903259038925171 + ], + "opposite_logprob_tokens": [ + -2.4640326499938965 + ], + "logprob_reward": -0.08903259038925171, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903259038925171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2502177655696869, + 0.08434069156646729, + 0.09636750817298889, + 0.049666568636894226, + 0.05431542918086052, + 0.16206137835979462, + 0.06184312701225281, + 0.07799967378377914, + 0.0454225055873394, + 0.11776536703109741 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.08903259038925171 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430586040019989 + ], + "opposite_logprob_tokens": [ + -3.1680586338043213 + ], + "logprob_reward": -0.0430586040019989, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430586040019989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15827083587646484, + 0.061874307692050934, + 0.0764194205403328, + 0.06894752383232117, + 0.2469164878129959, + 0.06494146585464478, + 0.07833574712276459, + 0.04808137193322182, + 0.042494334280490875, + 0.1537185162305832 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.0430586040019989 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255302220582962 + ], + "opposite_logprob_tokens": [ + -1.6005302667617798 + ], + "logprob_reward": -0.2255302220582962, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255302220582962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27892300486564636, + 0.08831991255283356, + 0.0897001400589943, + 0.08688439428806305, + 0.08479757606983185, + 0.16284894943237305, + 0.06001359224319458, + 0.05789313092827797, + 0.039256248623132706, + 0.051363058388233185 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.2255302220582962 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle cinematic shot slowly tilts upward from the base of a magnificent Gothic cathedral, its twin skull-capped spires seeming to grasp a roiling, bruised purple sky studded with storm clouds. Rendered in a breathtakingly detailed Dungeons & Dragons art style, the ancient, moss-encrusted stonework is a tapestry of intricate, weathered carvings and dark, ominous archways, from which grotesque gargoyles leer from their perches. The scene is bathed in an ominous, cool light that suddenly shatters as spiderwebs relentlessly crack across the main facade, releasing billowing clouds of thick, gray dust. As the camera cleverly zooms out to reveal the full, epic scale of the destruction, a prominent gargoyle violently shatters, its fragments exploding outward. This triggers a catastrophic chain reaction, sending chunks of masonry and shattered statues loose and cascading downward in powerful slow-motion waterfalls, imbuing the image with the apocalyptic atmosphere of an ancient power being shattered with shocking force.", + "seed": 18485, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_1/index_3627_seed_18485_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06407592874020338, + "vlm_logprob": -0.06407592874020338, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.06407592874020338, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02714969962835312 + ], + "opposite_logprob_tokens": [ + -3.6521496772766113 + ], + "logprob_reward": -0.02714969962835312, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02714969962835312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17280606925487518, + 0.13797885179519653, + 0.08537153899669647, + 0.060086093842983246, + 0.05768508091568947, + 0.0374583825469017, + 0.08283877372741699, + 0.05895577743649483, + 0.1313740611076355, + 0.1754453480243683 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.02714969962835312 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204937033355236 + ], + "opposite_logprob_tokens": [ + -4.264204978942871 + ], + "logprob_reward": -0.014204937033355236, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204937033355236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25768667459487915, + 0.15900874137878418, + 0.06715325266122818, + 0.057728126645088196, + 0.03406525403261185, + 0.038627445697784424, + 0.07653872668743134, + 0.08319777250289917, + 0.10239756852388382, + 0.12359639257192612 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.014204937033355236 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700361579656601 + ], + "opposite_logprob_tokens": [ + -2.6950361728668213 + ], + "logprob_reward": -0.0700361579656601, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700361579656601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07547362148761749, + 0.12398526817560196, + 0.09108416736125946, + 0.06757113337516785, + 0.02541787549853325, + 0.08206500113010406, + 0.14487917721271515, + 0.07309453189373016, + 0.17049609124660492, + 0.1459331512451172 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.0700361579656601 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865943267941475 + ], + "opposite_logprob_tokens": [ + -3.048659324645996 + ], + "logprob_reward": -0.04865943267941475, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865943267941475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05905894562602043, + 0.05144127458333969, + 0.09004878252744675, + 0.06368356943130493, + 0.08518636226654053, + 0.05285145342350006, + 0.04739385470747948, + 0.052436571568250656, + 0.15848949551582336, + 0.3394097089767456 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.04865943267941475 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603294163942337 + ], + "opposite_logprob_tokens": [ + -1.9103294610977173 + ], + "logprob_reward": -0.1603294163942337, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603294163942337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028524842113256454, + 0.020297909155488014, + 0.03307158872485161, + 0.08921685814857483, + 0.0327177494764328, + 0.044565599411726, + 0.03112661838531494, + 0.11998970061540604, + 0.16434812545776367, + 0.4361409842967987 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.1603294163942337 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle cinematic shot slowly tilts upward from the base of a magnificent Gothic cathedral, its twin skull-capped spires seeming to grasp a roiling, bruised purple sky studded with storm clouds. Rendered in a breathtakingly detailed Dungeons & Dragons art style, the ancient, moss-encrusted stonework is a tapestry of intricate, weathered carvings and dark, ominous archways, from which grotesque gargoyles leer from their perches. The scene is bathed in an ominous, cool light that suddenly shatters as spiderwebs relentlessly crack across the main facade, releasing billowing clouds of thick, gray dust. As the camera cleverly zooms out to reveal the full, epic scale of the destruction, a prominent gargoyle violently shatters, its fragments exploding outward. This triggers a catastrophic chain reaction, sending chunks of masonry and shattered statues loose and cascading downward in powerful slow-motion waterfalls, imbuing the image with the apocalyptic atmosphere of an ancient power being shattered with shocking force.", + "seed": 18486, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_1/index_3627_seed_18486_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06655649747699499, + "vlm_logprob": -0.06655649747699499, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.06655649747699499, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019101599231362343 + ], + "opposite_logprob_tokens": [ + -4.019101619720459 + ], + "logprob_reward": -0.019101599231362343, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019101599231362343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2312423437833786, + 0.04509769007563591, + 0.045916974544525146, + 0.08141600340604782, + 0.050436750054359436, + 0.07542435824871063, + 0.07290913909673691, + 0.1334296017885208, + 0.0730995386838913, + 0.19102759659290314 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.019101599231362343 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085116304457188 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.011085116304457188, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085116304457188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.424839049577713, + 0.07412064075469971, + 0.023968372493982315, + 0.03930167853832245, + 0.02462129294872284, + 0.07949364185333252, + 0.028129123151302338, + 0.043318141251802444, + 0.09099284559488297, + 0.17121522128582 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.011085116304457188 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903510123491287 + ], + "opposite_logprob_tokens": [ + -2.4640350341796875 + ], + "logprob_reward": -0.08903510123491287, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903510123491287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06815915554761887, + 0.12916183471679688, + 0.032678522169589996, + 0.03703687712550163, + 0.039587799459695816, + 0.18212462961673737, + 0.056866440922021866, + 0.11265944689512253, + 0.10546659678220749, + 0.23625876009464264 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.08903510123491287 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369303047657013 + ], + "opposite_logprob_tokens": [ + -3.4086930751800537 + ], + "logprob_reward": -0.03369303047657013, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369303047657013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.073512963950634, + 0.06362881511449814, + 0.023768752813339233, + 0.0796843022108078, + 0.052424438297748566, + 0.19005629420280457, + 0.06190824136137962, + 0.18909871578216553, + 0.10355434566736221, + 0.16236308217048645 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.03369303047657013 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986764013767242 + ], + "opposite_logprob_tokens": [ + -1.8048676252365112 + ], + "logprob_reward": -0.17986764013767242, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986764013767242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17144203186035156, + 0.05819886550307274, + 0.060740239918231964, + 0.08998902142047882, + 0.0390983484685421, + 0.14822137355804443, + 0.04774396866559982, + 0.1405976563692093, + 0.09938158839941025, + 0.1445869356393814 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.17986764013767242 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle cinematic shot slowly tilts upward from the base of a magnificent Gothic cathedral, its twin skull-capped spires seeming to grasp a roiling, bruised purple sky studded with storm clouds. Rendered in a breathtakingly detailed Dungeons & Dragons art style, the ancient, moss-encrusted stonework is a tapestry of intricate, weathered carvings and dark, ominous archways, from which grotesque gargoyles leer from their perches. The scene is bathed in an ominous, cool light that suddenly shatters as spiderwebs relentlessly crack across the main facade, releasing billowing clouds of thick, gray dust. As the camera cleverly zooms out to reveal the full, epic scale of the destruction, a prominent gargoyle violently shatters, its fragments exploding outward. This triggers a catastrophic chain reaction, sending chunks of masonry and shattered statues loose and cascading downward in powerful slow-motion waterfalls, imbuing the image with the apocalyptic atmosphere of an ancient power being shattered with shocking force.", + "seed": 18487, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_1/index_3627_seed_18487_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10463680196553468, + "vlm_logprob": -0.10463680196553468, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.10463680196553468, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016558950766921043 + ], + "opposite_logprob_tokens": [ + -4.14155912399292 + ], + "logprob_reward": -0.016558950766921043, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016558950766921043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.294463574886322, + 0.08187778294086456, + 0.09150751680135727, + 0.08649750053882599, + 0.15326552093029022, + 0.07612396031618118, + 0.028556901961565018, + 0.021163590252399445, + 0.1174314096570015, + 0.049112237989902496 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.016558950766921043 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740451790392399 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740451790392399, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740451790392399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33751383423805237, + 0.26794907450675964, + 0.055249303579330444, + 0.03632494807243347, + 0.1014588475227356, + 0.09363387525081635, + 0.02369677647948265, + 0.023312998935580254, + 0.03395763039588928, + 0.02690275013446808 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.006740451790392399 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031582415103912 + ], + "opposite_logprob_tokens": [ + -2.350315809249878 + ], + "logprob_reward": -0.10031582415103912, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031582415103912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4280690550804138, + 0.13572698831558228, + 0.1052442118525505, + 0.043161120265722275, + 0.03312287852168083, + 0.03934995457530022, + 0.033330172300338745, + 0.02326991967856884, + 0.09575428813695908, + 0.06297149509191513 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.10031582415103912 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540297582745552 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.012540297582745552, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540297582745552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16692911088466644, + 0.04318854585289955, + 0.06854556500911713, + 0.036419566720724106, + 0.038150761276483536, + 0.031156249344348907, + 0.01658051833510399, + 0.025325974449515343, + 0.22762607038021088, + 0.34607765078544617 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.012540297582745552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Gothic cathedral with twin spires featuring skull-like caps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky depicted as roiling, bruised purple with storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show spiderwebs cracking across the facade and releasing thick gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a prominent gargoyle shatter violently, sending fragments exploding outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom out to reveal the full scale of the cascading masonry and statues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870284855365753 + ], + "opposite_logprob_tokens": [ + -1.137028455734253 + ], + "logprob_reward": -0.3870284855365753, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870284855365753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1541302353143692, + 0.24833589792251587, + 0.08188813924789429, + 0.09174086898565292, + 0.04569140821695328, + 0.06766102463006973, + 0.029998626559972763, + 0.0522085465490818, + 0.11029566079378128, + 0.11804959177970886 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.3870284855365753 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_10/index_tensor([5289, 5289])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_10/index_tensor([5289, 5289])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..17ff463b455f4f288f86104d4324c58b6e9aa7b7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_10/index_tensor([5289, 5289])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "single, intensely close-up, static shot captures a pair of hands in tight, black, butt-gloved hands, meticulously working under the harsh, direct light of an overhead lamp. The scene is set on a well-worn wooden workbench. Steadily and deliberately, a gloved hand places a shoe brush—its handle a dark, polished wood, its bristles rough and natural—on the surface, producing a soft, muffled thud. Immediately, the hand moves swiftly and decisively, seizing a matte black, unmarked aerosol spray can. Another hand joins, firmly gripping the can's body. The fingers of the first hand grasp the plastic cap and twist it in a practiced, fluid motion, producing a faint scraping sound. The cap is then carefully placed next to the can and removed, revealing the white nozzle beneath, creating an atmosphere of tense, focused concentration, methodically preparing for the next step.", + "seed": 4456, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_10/index_5289_seed_4456_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4975532628595829, + "vlm_logprob": -0.4975532628595829, + "vlm_yes_no_margin": 1.675, + "vlm_token_credit": -0.4975532628595829, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.130798816680908 + ], + "opposite_logprob_tokens": [ + -0.13079869747161865 + ], + "logprob_reward": -2.130798816680908, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.130798816680908, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10780061781406403, + 0.053578369319438934, + 0.02366502583026886, + 0.06570763140916824, + 0.08050031960010529, + 0.025453243404626846, + 0.03650650009512901, + 0.05662532523274422, + 0.5201562643051147, + 0.030006663873791695 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -2.130798816680908 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20173822343349457 + ], + "opposite_logprob_tokens": [ + -1.7017382383346558 + ], + "logprob_reward": -0.20173822343349457, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20173822343349457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11785447597503662, + 0.08195224404335022, + 0.03339701145887375, + 0.05025724321603775, + 0.1597985029220581, + 0.05630164593458176, + 0.17976732552051544, + 0.0639258399605751, + 0.18162022531032562, + 0.07512546330690384 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.20173822343349457 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055012404918670654 + ], + "opposite_logprob_tokens": [ + -2.9300124645233154 + ], + "logprob_reward": -0.055012404918670654, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055012404918670654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1192932054400444, + 0.06310691684484482, + 0.04812096431851387, + 0.04607366397976875, + 0.04721992835402489, + 0.03763814643025398, + 0.17688576877117157, + 0.05459817871451378, + 0.36100223660469055, + 0.04606102034449577 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.055012404918670654 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814584016799927 + ], + "opposite_logprob_tokens": [ + -3.2881457805633545 + ], + "logprob_reward": -0.03814584016799927, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814584016799927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09609182178974152, + 0.08047410845756531, + 0.025467388331890106, + 0.027453405782580376, + 0.15345436334609985, + 0.048806823790073395, + 0.0894806832075119, + 0.06540614366531372, + 0.29971984028816223, + 0.11364541947841644 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.03814584016799927 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207102909684181 + ], + "opposite_logprob_tokens": [ + -2.8120710849761963 + ], + "logprob_reward": -0.06207102909684181, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207102909684181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1097908616065979, + 0.059408195316791534, + 0.028047585859894753, + 0.07253269851207733, + 0.14456912875175476, + 0.050954852253198624, + 0.07358595728874207, + 0.0871497094631195, + 0.1881348341703415, + 0.1858261078596115 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.06207102909684181 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, intensely close-up, static shot captures a pair of hands in tight, black, butt-gloved hands, meticulously working under the harsh, direct light of an overhead lamp. The scene is set on a well-worn wooden workbench. Steadily and deliberately, a gloved hand places a shoe brush—its handle a dark, polished wood, its bristles rough and natural—on the surface, producing a soft, muffled thud. Immediately, the hand moves swiftly and decisively, seizing a matte black, unmarked aerosol spray can. Another hand joins, firmly gripping the can's body. The fingers of the first hand grasp the plastic cap and twist it in a practiced, fluid motion, producing a faint scraping sound. The cap is then carefully placed next to the can and removed, revealing the white nozzle beneath, creating an atmosphere of tense, focused concentration, methodically preparing for the next step.", + "seed": 4457, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_10/index_5289_seed_4457_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4912861526012421, + "vlm_logprob": -0.4912861526012421, + "vlm_yes_no_margin": 1.424999976158142, + "vlm_token_credit": -0.4912861526012421, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.0247421264648438 + ], + "opposite_logprob_tokens": [ + -0.1497420221567154 + ], + "logprob_reward": -2.0247421264648438, + "yes_no_margin_reward": -1.8750001192092896, + "token_credit_reward": -2.0247421264648438, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05384702607989311, + 0.04268134385347366, + 0.10724518448114395, + 0.052288517355918884, + 0.17082318663597107, + 0.059050921350717545, + 0.16359451413154602, + 0.09534509479999542, + 0.15158581733703613, + 0.10353845357894897 + ], + "top_frames": [ + 4, + 6, + 8 + ], + "selected_reward": -2.0247421264648438 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604989916086197 + ], + "opposite_logprob_tokens": [ + -1.9104989767074585 + ], + "logprob_reward": -0.1604989916086197, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604989916086197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10382533073425293, + 0.0489102266728878, + 0.050170090049505234, + 0.0663469210267067, + 0.2473367154598236, + 0.06406878679990768, + 0.1573045402765274, + 0.11372202634811401, + 0.08494839072227478, + 0.06336693465709686 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.1604989916086197 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12712101638317108 + ], + "opposite_logprob_tokens": [ + -2.1271209716796875 + ], + "logprob_reward": -0.12712101638317108, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12712101638317108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.244446262717247, + 0.05538265407085419, + 0.10851997882127762, + 0.0649314895272255, + 0.10156287997961044, + 0.17542095482349396, + 0.10727545619010925, + 0.07766184955835342, + 0.03412174433469772, + 0.030676668509840965 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.12712101638317108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499841272830963 + ], + "opposite_logprob_tokens": [ + -2.9299983978271484 + ], + "logprob_reward": -0.05499841272830963, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499841272830963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07393460720777512, + 0.05574848875403404, + 0.0726471096277237, + 0.054330792278051376, + 0.20535880327224731, + 0.06950731575489044, + 0.08904234319925308, + 0.13683311641216278, + 0.0652620866894722, + 0.17733535170555115 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.05499841272830963 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907021582126617 + ], + "opposite_logprob_tokens": [ + -2.4640703201293945 + ], + "logprob_reward": -0.08907021582126617, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907021582126617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13053452968597412, + 0.03795132786035538, + 0.14504215121269226, + 0.05450965464115143, + 0.09365063905715942, + 0.041583042591810226, + 0.06049160659313202, + 0.08528335392475128, + 0.045386940240859985, + 0.3055667579174042 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.08907021582126617 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, intensely close-up, static shot captures a pair of hands in tight, black, butt-gloved hands, meticulously working under the harsh, direct light of an overhead lamp. The scene is set on a well-worn wooden workbench. Steadily and deliberately, a gloved hand places a shoe brush—its handle a dark, polished wood, its bristles rough and natural—on the surface, producing a soft, muffled thud. Immediately, the hand moves swiftly and decisively, seizing a matte black, unmarked aerosol spray can. Another hand joins, firmly gripping the can's body. The fingers of the first hand grasp the plastic cap and twist it in a practiced, fluid motion, producing a faint scraping sound. The cap is then carefully placed next to the can and removed, revealing the white nozzle beneath, creating an atmosphere of tense, focused concentration, methodically preparing for the next step.", + "seed": 4458, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_10/index_5289_seed_4458_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2652443490922451, + "vlm_logprob": -0.2652443490922451, + "vlm_yes_no_margin": 1.95, + "vlm_token_credit": -0.2652443490922451, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0122991800308228 + ], + "opposite_logprob_tokens": [ + -0.5122991800308228 + ], + "logprob_reward": -1.0122991800308228, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -1.0122991800308228, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.076347216963768, + 0.05449149012565613, + 0.049648210406303406, + 0.05445067957043648, + 0.11872848123311996, + 0.05778517946600914, + 0.2027740627527237, + 0.05023391917347908, + 0.09322930872440338, + 0.24231140315532684 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -1.0122991800308228 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07013162225484848 + ], + "opposite_logprob_tokens": [ + -2.695131540298462 + ], + "logprob_reward": -0.07013162225484848, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07013162225484848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12198536098003387, + 0.14152683317661285, + 0.059931155294179916, + 0.1915493905544281, + 0.21055911481380463, + 0.03516835719347, + 0.10648005455732346, + 0.07912962138652802, + 0.02140619046986103, + 0.032263971865177155 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.07013162225484848 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035528987646103 + ], + "opposite_logprob_tokens": [ + -2.350355386734009 + ], + "logprob_reward": -0.10035528987646103, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035528987646103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07251991331577301, + 0.13448408246040344, + 0.11464130133390427, + 0.09928782284259796, + 0.1404843032360077, + 0.08764398097991943, + 0.14176829159259796, + 0.050430890172719955, + 0.031709231436252594, + 0.1270301342010498 + ], + "top_frames": [ + 6, + 4, + 1 + ], + "selected_reward": -0.10035528987646103 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308931902050972 + ], + "opposite_logprob_tokens": [ + -3.1680893898010254 + ], + "logprob_reward": -0.04308931902050972, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308931902050972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17649926245212555, + 0.08147934079170227, + 0.04443797469139099, + 0.03184566646814346, + 0.04928310588002205, + 0.058691080659627914, + 0.08778158575296402, + 0.15658770501613617, + 0.13418932259082794, + 0.17920491099357605 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.04308931902050972 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034633427858353 + ], + "opposite_logprob_tokens": [ + -2.350346326828003 + ], + "logprob_reward": -0.10034633427858353, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034633427858353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07958608120679855, + 0.07836829125881195, + 0.05873949080705643, + 0.02869895100593567, + 0.17882028222084045, + 0.06102455407381058, + 0.09886470437049866, + 0.2215878814458847, + 0.07436545938253403, + 0.11994422972202301 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.10034633427858353 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, intensely close-up, static shot captures a pair of hands in tight, black, butt-gloved hands, meticulously working under the harsh, direct light of an overhead lamp. The scene is set on a well-worn wooden workbench. Steadily and deliberately, a gloved hand places a shoe brush—its handle a dark, polished wood, its bristles rough and natural—on the surface, producing a soft, muffled thud. Immediately, the hand moves swiftly and decisively, seizing a matte black, unmarked aerosol spray can. Another hand joins, firmly gripping the can's body. The fingers of the first hand grasp the plastic cap and twist it in a practiced, fluid motion, producing a faint scraping sound. The cap is then carefully placed next to the can and removed, revealing the white nozzle beneath, creating an atmosphere of tense, focused concentration, methodically preparing for the next step.", + "seed": 4459, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_10/index_5289_seed_4459_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.40041328892111777, + "vlm_logprob": -0.40041328892111777, + "vlm_yes_no_margin": 1.7, + "vlm_token_credit": -0.40041328892111777, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6099843978881836 + ], + "opposite_logprob_tokens": [ + -0.2349843680858612 + ], + "logprob_reward": -1.6099843978881836, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6099843978881836, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05789244547486305, + 0.04007510095834732, + 0.1151527389883995, + 0.07099216431379318, + 0.2956334352493286, + 0.08681973814964294, + 0.07699193805456161, + 0.030864011496305466, + 0.06404881179332733, + 0.16152967512607574 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -1.6099843978881836 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16049137711524963 + ], + "opposite_logprob_tokens": [ + -1.9104913473129272 + ], + "logprob_reward": -0.16049137711524963, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16049137711524963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06645647436380386, + 0.04026675224304199, + 0.11013510078191757, + 0.058183472603559494, + 0.10007315129041672, + 0.13214007019996643, + 0.017499355599284172, + 0.2764720618724823, + 0.13746634125709534, + 0.06130720674991608 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.16049137711524963 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373797982931137 + ], + "opposite_logprob_tokens": [ + -3.408737897872925 + ], + "logprob_reward": -0.03373797982931137, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373797982931137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14483167231082916, + 0.022010568529367447, + 0.38908103108406067, + 0.19851139187812805, + 0.09001292288303375, + 0.023495903238654137, + 0.016190042719244957, + 0.014886900782585144, + 0.02619318477809429, + 0.07478635758161545 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.03373797982931137 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500179901719093 + ], + "opposite_logprob_tokens": [ + -2.930001735687256 + ], + "logprob_reward": -0.05500179901719093, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500179901719093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09008456021547318, + 0.03306970372796059, + 0.14811836183071136, + 0.19166134297847748, + 0.17169907689094543, + 0.07170708477497101, + 0.02016426995396614, + 0.03452560678124428, + 0.20001934468746185, + 0.03895064443349838 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.05500179901719093 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a single, intensely close-up, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a pair of hands wearing tight, black, butt-gloved hands visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a well-worn wooden workbench under harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands place a shoe brush with a dark polished wood handle and rough natural bristles on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands seize a matte black, unmarked aerosol spray can and twist off its plastic cap to reveal a white nozzle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285089075565338 + ], + "opposite_logprob_tokens": [ + -2.017850875854492 + ], + "logprob_reward": -0.14285089075565338, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14285089075565338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06405937671661377, + 0.033700279891490936, + 0.05510101839900017, + 0.12766696512699127, + 0.16105225682258606, + 0.08752112835645676, + 0.024127434939146042, + 0.09315908700227737, + 0.2630847990512848, + 0.09052765369415283 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.14285089075565338 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_11/index_tensor([7907, 7907])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_11/index_tensor([7907, 7907])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..febd3f2f68c171c7e29e6bbef4d42eba6216fb93 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_11/index_tensor([7907, 7907])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This extreme close-up, captured in dramatic, highly detailed slow motion from a static, slightly low-angle perspective, focuses on the catastrophic collision of two massive, interlocking gears within a complex machine. Forged from dark, oil-coated cast iron, one gear, its teeth enormous and worn, rubs relentlessly against a smaller, but still massive, brass gear, its polished surface momentarily reflecting the impending impact. As the teeth make contact, the metal surfaces visibly deform, bending, and flexing under the unimaginable pressure in a fluid, terrifying motion. Fierce, incandescent sparks erupt from the grinding point, a brilliant explosion of fiery orange particles gracefully traversing the dark, cavernous industrial backdrop. Each spark illuminates the scene with a fleeting, harsh light, revealing microscopic shearing of the metal and tiny, sharp fragments flung from the impact zone, while the surface itself ripples and tears like fabric. The entire event unfolds with surreal grace, creating an atmosphere of tense and powerful mechanical failure, rendered with breathtaking, lifelike clarity.", + "seed": 20266, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_11/index_7907_seed_20266_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02398834228515625, + "vlm_logprob": -0.02398834228515625, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.02398834228515625, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006923613138496876 + ], + "opposite_logprob_tokens": [ + -5.506923675537109 + ], + "logprob_reward": -0.006923613138496876, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.006923613138496876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11253869533538818, + 0.18082751333713531, + 0.06730480492115021, + 0.06575798243284225, + 0.2353859543800354, + 0.06648223847150803, + 0.07572629302740097, + 0.0755816325545311, + 0.06653071194887161, + 0.05386412888765335 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.006923613138496876 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011100796051323414 + ], + "opposite_logprob_tokens": [ + -4.511100769042969 + ], + "logprob_reward": -0.011100796051323414, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011100796051323414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12304110825061798, + 0.13135221600532532, + 0.060785241425037384, + 0.09673038870096207, + 0.07115226238965988, + 0.17193229496479034, + 0.10756563395261765, + 0.10910656303167343, + 0.0792718455195427, + 0.049062393605709076 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.011100796051323414 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636047638952732 + ], + "opposite_logprob_tokens": [ + -3.651360511779785 + ], + "logprob_reward": -0.02636047638952732, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636047638952732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14068499207496643, + 0.18946802616119385, + 0.054916273802518845, + 0.04204855114221573, + 0.06976421922445297, + 0.16622667014598846, + 0.07955005764961243, + 0.08329876512289047, + 0.06919785588979721, + 0.10484454035758972 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.02636047638952732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589664578437805 + ], + "opposite_logprob_tokens": [ + -3.895589590072632 + ], + "logprob_reward": -0.020589664578437805, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589664578437805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09104141592979431, + 0.18935085833072662, + 0.05643996223807335, + 0.08835435658693314, + 0.05469935014843941, + 0.07544805109500885, + 0.06727024167776108, + 0.1673610806465149, + 0.1662568747997284, + 0.043777819722890854 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.020589664578437805 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054967161267995834 + ], + "opposite_logprob_tokens": [ + -2.929967164993286 + ], + "logprob_reward": -0.054967161267995834, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054967161267995834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07589966803789139, + 0.13751697540283203, + 0.05663779377937317, + 0.03375566005706787, + 0.24694043397903442, + 0.035943228751420975, + 0.14472012221813202, + 0.13175156712532043, + 0.09475795179605484, + 0.042076632380485535 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.054967161267995834 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This extreme close-up, captured in dramatic, highly detailed slow motion from a static, slightly low-angle perspective, focuses on the catastrophic collision of two massive, interlocking gears within a complex machine. Forged from dark, oil-coated cast iron, one gear, its teeth enormous and worn, rubs relentlessly against a smaller, but still massive, brass gear, its polished surface momentarily reflecting the impending impact. As the teeth make contact, the metal surfaces visibly deform, bending, and flexing under the unimaginable pressure in a fluid, terrifying motion. Fierce, incandescent sparks erupt from the grinding point, a brilliant explosion of fiery orange particles gracefully traversing the dark, cavernous industrial backdrop. Each spark illuminates the scene with a fleeting, harsh light, revealing microscopic shearing of the metal and tiny, sharp fragments flung from the impact zone, while the surface itself ripples and tears like fabric. The entire event unfolds with surreal grace, creating an atmosphere of tense and powerful mechanical failure, rendered with breathtaking, lifelike clarity.", + "seed": 20267, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_11/index_7907_seed_20267_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02695252439007163, + "vlm_logprob": -0.02695252439007163, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.02695252439007163, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030852919444441795 + ], + "opposite_logprob_tokens": [ + -3.530853033065796 + ], + "logprob_reward": -0.030852919444441795, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030852919444441795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13192057609558105, + 0.3823114037513733, + 0.07938466221094131, + 0.08888226002454758, + 0.07613309472799301, + 0.08472888916730881, + 0.044125836342573166, + 0.02871527336537838, + 0.023479938507080078, + 0.06031804159283638 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.030852919444441795 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748266983777285 + ], + "opposite_logprob_tokens": [ + -5.006748199462891 + ], + "logprob_reward": -0.006748266983777285, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748266983777285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12827995419502258, + 0.214014932513237, + 0.08675849437713623, + 0.07849883288145065, + 0.11391250789165497, + 0.0750930979847908, + 0.0674334242939949, + 0.08363566547632217, + 0.06426996737718582, + 0.08810314536094666 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.006748266983777285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107556652277708 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.01107556652277708, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107556652277708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06785427033901215, + 0.17138049006462097, + 0.116826131939888, + 0.05702787637710571, + 0.24911129474639893, + 0.06905565410852432, + 0.15648837387561798, + 0.03351147845387459, + 0.04559670761227608, + 0.03314774110913277 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.01107556652277708 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606660895049572 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.01606660895049572, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606660895049572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06832953542470932, + 0.22946572303771973, + 0.14947618544101715, + 0.07079660892486572, + 0.03999084234237671, + 0.07246343046426773, + 0.0813852921128273, + 0.14714749157428741, + 0.08924286812543869, + 0.051702022552490234 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.01606660895049572 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001926004886627 + ], + "opposite_logprob_tokens": [ + -2.695019245147705 + ], + "logprob_reward": -0.07001926004886627, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001926004886627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05653424933552742, + 0.1375780999660492, + 0.17899881303310394, + 0.14078567922115326, + 0.05450598895549774, + 0.10810056328773499, + 0.10949324816465378, + 0.054585617035627365, + 0.12528713047504425, + 0.03413061797618866 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.07001926004886627 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This extreme close-up, captured in dramatic, highly detailed slow motion from a static, slightly low-angle perspective, focuses on the catastrophic collision of two massive, interlocking gears within a complex machine. Forged from dark, oil-coated cast iron, one gear, its teeth enormous and worn, rubs relentlessly against a smaller, but still massive, brass gear, its polished surface momentarily reflecting the impending impact. As the teeth make contact, the metal surfaces visibly deform, bending, and flexing under the unimaginable pressure in a fluid, terrifying motion. Fierce, incandescent sparks erupt from the grinding point, a brilliant explosion of fiery orange particles gracefully traversing the dark, cavernous industrial backdrop. Each spark illuminates the scene with a fleeting, harsh light, revealing microscopic shearing of the metal and tiny, sharp fragments flung from the impact zone, while the surface itself ripples and tears like fabric. The entire event unfolds with surreal grace, creating an atmosphere of tense and powerful mechanical failure, rendered with breathtaking, lifelike clarity.", + "seed": 20268, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_11/index_7907_seed_20268_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04279588209465146, + "vlm_logprob": -0.04279588209465146, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.04279588209465146, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16190676391124725 + ], + "opposite_logprob_tokens": [ + -1.9119067192077637 + ], + "logprob_reward": -0.16190676391124725, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16190676391124725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2443760633468628, + 0.18485379219055176, + 0.04836469888687134, + 0.0881136804819107, + 0.18723322451114655, + 0.05916275084018707, + 0.03747360780835152, + 0.05396496132016182, + 0.029324190691113472, + 0.06713300198316574 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.16190676391124725 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961257498711348 + ], + "opposite_logprob_tokens": [ + -5.1309614181518555 + ], + "logprob_reward": -0.005961257498711348, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961257498711348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30597302317619324, + 0.17031048238277435, + 0.12013173848390579, + 0.10248683393001556, + 0.097152940928936, + 0.04413634166121483, + 0.031994596123695374, + 0.04637269675731659, + 0.03726206347346306, + 0.0441792830824852 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.005961257498711348 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636134020984173 + ], + "opposite_logprob_tokens": [ + -5.379636287689209 + ], + "logprob_reward": -0.004636134020984173, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636134020984173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20951400697231293, + 0.13027121126651764, + 0.21948544681072235, + 0.11795274913311005, + 0.1145007461309433, + 0.0355607345700264, + 0.03156258538365364, + 0.03334011882543564, + 0.056397128850221634, + 0.051415298134088516 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.004636134020984173 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186133354902267 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.018186133354902267, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186133354902267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15295246243476868, + 0.05482189357280731, + 0.09827849268913269, + 0.2669368386268616, + 0.295167475938797, + 0.03545388951897621, + 0.01839142106473446, + 0.021753916516900063, + 0.028950991109013557, + 0.02729264460504055 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.018186133354902267 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289121687412262 + ], + "opposite_logprob_tokens": [ + -3.773289203643799 + ], + "logprob_reward": -0.023289121687412262, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289121687412262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17000910639762878, + 0.198914036154747, + 0.16893422603607178, + 0.059297021478414536, + 0.10051848739385605, + 0.08603523671627045, + 0.039967115968465805, + 0.039878807961940765, + 0.09637824445962906, + 0.04006776213645935 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.023289121687412262 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This extreme close-up, captured in dramatic, highly detailed slow motion from a static, slightly low-angle perspective, focuses on the catastrophic collision of two massive, interlocking gears within a complex machine. Forged from dark, oil-coated cast iron, one gear, its teeth enormous and worn, rubs relentlessly against a smaller, but still massive, brass gear, its polished surface momentarily reflecting the impending impact. As the teeth make contact, the metal surfaces visibly deform, bending, and flexing under the unimaginable pressure in a fluid, terrifying motion. Fierce, incandescent sparks erupt from the grinding point, a brilliant explosion of fiery orange particles gracefully traversing the dark, cavernous industrial backdrop. Each spark illuminates the scene with a fleeting, harsh light, revealing microscopic shearing of the metal and tiny, sharp fragments flung from the impact zone, while the surface itself ripples and tears like fabric. The entire event unfolds with surreal grace, creating an atmosphere of tense and powerful mechanical failure, rendered with breathtaking, lifelike clarity.", + "seed": 20269, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_11/index_7907_seed_20269_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.014907245803624392, + "vlm_logprob": -0.014907245803624392, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.014907245803624392, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025224760174751282 + ], + "opposite_logprob_tokens": [ + -3.7752246856689453 + ], + "logprob_reward": -0.025224760174751282, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025224760174751282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2556473910808563, + 0.09782814979553223, + 0.05854896456003189, + 0.05453208461403847, + 0.07309851050376892, + 0.0560365654528141, + 0.10480322688817978, + 0.10066830366849899, + 0.0959460437297821, + 0.10289081931114197 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.025224760174751282 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017247814685106277 + ], + "opposite_logprob_tokens": [ + -6.376724720001221 + ], + "logprob_reward": -0.0017247814685106277, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017247814685106277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2316499501466751, + 0.07940342277288437, + 0.06349393725395203, + 0.044283512979745865, + 0.08038964867591858, + 0.03558555990457535, + 0.07421783357858658, + 0.19752110540866852, + 0.05648266524076462, + 0.1369723528623581 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0017247814685106277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787309914827347 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.009787309914827347, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787309914827347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09179934114217758, + 0.06093785911798477, + 0.04963376000523567, + 0.019554581493139267, + 0.058142080903053284, + 0.04945399612188339, + 0.08611840754747391, + 0.30949506163597107, + 0.053005363792181015, + 0.22185952961444855 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.009787309914827347 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095975775271654 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004095975775271654, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095975775271654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07303378731012344, + 0.02980625256896019, + 0.046416010707616806, + 0.01835142821073532, + 0.03561411798000336, + 0.03929616138339043, + 0.10191299766302109, + 0.32266876101493835, + 0.2233695089817047, + 0.10953091830015182 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.004095975775271654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of two interlocking gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one gear made of dark, oil-coated cast iron with enormous, worn teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other gear made of brass with a polished surface reflecting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do incandescent orange sparks erupt from the grinding point of the gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera perspective static and slightly low-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370340168476105 + ], + "opposite_logprob_tokens": [ + -3.408703327178955 + ], + "logprob_reward": -0.03370340168476105, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370340168476105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13076406717300415, + 0.043742332607507706, + 0.0773119330406189, + 0.05507030338048935, + 0.0854494571685791, + 0.056976478546857834, + 0.12822698056697845, + 0.2659018337726593, + 0.08931422233581543, + 0.06724239140748978 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.03370340168476105 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_12/index_tensor([8675, 8675])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_12/index_tensor([8675, 8675])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5b67a18ec9ba03ed1251179749019d46d3b81ed9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_12/index_tensor([8675, 8675])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in extreme close-up from a slightly elevated angle with a static camera, the scene is rendered in the distinctive whimsical style of Garfield's illustrations, defined by bold, clean outlines and a soft, pastel color palette. A plump, reddish-brown sausage nestles comfortably in a fluffy, soft white bun, resting on a simple, clean countertop, the cafe background bathed in warm, inviting light and gently blurred. The entire sequence unfolds in ultra-smooth, high-frame-rate slow motion, focusing on the rich, vibrant river of bright yellow mustard captured as it's poured. As the mustard coats the sausage, its viscous flow decelerates dramatically, visibly cooling and solidifying until its liquid motion comes to a complete halt, transforming into a smooth, solid, and perfectly sculpted wave. Meanwhile, delicate, cartoon-like tendrils of white steam gently rise from the hot dog in lazy, looping spirals, enhancing the shot's surreal and playfully appetizing atmosphere.", + "seed": 11560, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_12/index_8675_seed_11560_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10811436772346497, + "vlm_logprob": -0.10811436772346497, + "vlm_yes_no_margin": 3.049999940395355, + "vlm_token_credit": -0.10811436772346497, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016626017168164253 + ], + "opposite_logprob_tokens": [ + -4.141625881195068 + ], + "logprob_reward": -0.016626017168164253, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016626017168164253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2510794699192047, + 0.06504597514867783, + 0.05399301275610924, + 0.09564831107854843, + 0.10550381988286972, + 0.044686801731586456, + 0.08404876291751862, + 0.19996362924575806, + 0.04156840592622757, + 0.05846189707517624 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.016626017168164253 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372495621442795 + ], + "opposite_logprob_tokens": [ + -3.4087250232696533 + ], + "logprob_reward": -0.03372495621442795, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372495621442795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18483610451221466, + 0.08051074296236038, + 0.03214285895228386, + 0.17905114591121674, + 0.06915628910064697, + 0.05955439805984497, + 0.06655925512313843, + 0.21942149102687836, + 0.043471891433000565, + 0.0652957484126091 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.03372495621442795 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043101195245981216 + ], + "opposite_logprob_tokens": [ + -3.1681013107299805 + ], + "logprob_reward": -0.043101195245981216, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043101195245981216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28933608531951904, + 0.09023025631904602, + 0.03322800248861313, + 0.20138953626155853, + 0.05109377205371857, + 0.061437007039785385, + 0.07688408344984055, + 0.1261608898639679, + 0.04187985509634018, + 0.028360597789287567 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.043101195245981216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42893868684768677 + ], + "opposite_logprob_tokens": [ + -1.053938627243042 + ], + "logprob_reward": -0.42893868684768677, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.42893868684768677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11355889588594437, + 0.08838536590337753, + 0.11967480927705765, + 0.09347542375326157, + 0.03879344463348389, + 0.08483598381280899, + 0.19400925934314728, + 0.15545345842838287, + 0.04903121665120125, + 0.0627821534872055 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.42893868684768677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180983141064644 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.018180983141064644, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018180983141064644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23145325481891632, + 0.09351857751607895, + 0.052486199885606766, + 0.11270131915807724, + 0.07629847526550293, + 0.09101589024066925, + 0.10253636538982391, + 0.0674348697066307, + 0.12260627746582031, + 0.04994881525635719 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.018180983141064644 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in extreme close-up from a slightly elevated angle with a static camera, the scene is rendered in the distinctive whimsical style of Garfield's illustrations, defined by bold, clean outlines and a soft, pastel color palette. A plump, reddish-brown sausage nestles comfortably in a fluffy, soft white bun, resting on a simple, clean countertop, the cafe background bathed in warm, inviting light and gently blurred. The entire sequence unfolds in ultra-smooth, high-frame-rate slow motion, focusing on the rich, vibrant river of bright yellow mustard captured as it's poured. As the mustard coats the sausage, its viscous flow decelerates dramatically, visibly cooling and solidifying until its liquid motion comes to a complete halt, transforming into a smooth, solid, and perfectly sculpted wave. Meanwhile, delicate, cartoon-like tendrils of white steam gently rise from the hot dog in lazy, looping spirals, enhancing the shot's surreal and playfully appetizing atmosphere.", + "seed": 11561, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_12/index_8675_seed_11561_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08040093667805195, + "vlm_logprob": -0.08040093667805195, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.08040093667805195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07129719853401184 + ], + "opposite_logprob_tokens": [ + -2.6962971687316895 + ], + "logprob_reward": -0.07129719853401184, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07129719853401184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3180791437625885, + 0.10618512332439423, + 0.055863767862319946, + 0.10701591521501541, + 0.05236107110977173, + 0.025677209720015526, + 0.0671456828713417, + 0.06397142261266708, + 0.09421428292989731, + 0.10948634892702103 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.07129719853401184 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011096080765128136 + ], + "opposite_logprob_tokens": [ + -4.511096000671387 + ], + "logprob_reward": -0.011096080765128136, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011096080765128136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27992159128189087, + 0.12474095076322556, + 0.09282918274402618, + 0.11295796185731888, + 0.06994099915027618, + 0.0813763365149498, + 0.03411635756492615, + 0.0734870582818985, + 0.08869513869285583, + 0.04193434864282608 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.011096080765128136 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012558192014694214 + ], + "opposite_logprob_tokens": [ + -4.3875579833984375 + ], + "logprob_reward": -0.012558192014694214, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012558192014694214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1621766835451126, + 0.13303489983081818, + 0.20201432704925537, + 0.05178320035338402, + 0.14226694405078888, + 0.02946336567401886, + 0.09858527034521103, + 0.06892086565494537, + 0.06157197430729866, + 0.0501825176179409 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.012558192014694214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521141469478607 + ], + "opposite_logprob_tokens": [ + -1.502114176750183 + ], + "logprob_reward": -0.2521141469478607, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521141469478607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12512728571891785, + 0.29439395666122437, + 0.11891692131757736, + 0.037893734872341156, + 0.07606151700019836, + 0.037129394710063934, + 0.06943304091691971, + 0.03521810099482536, + 0.13564300537109375, + 0.07018303871154785 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.2521141469478607 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054939065128564835 + ], + "opposite_logprob_tokens": [ + -2.929939031600952 + ], + "logprob_reward": -0.054939065128564835, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054939065128564835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.209831103682518, + 0.08031368255615234, + 0.1558137834072113, + 0.03427516669034958, + 0.0499548576772213, + 0.023294096812605858, + 0.09071467071771622, + 0.1735745668411255, + 0.08197109401226044, + 0.10025704652070999 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.054939065128564835 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in extreme close-up from a slightly elevated angle with a static camera, the scene is rendered in the distinctive whimsical style of Garfield's illustrations, defined by bold, clean outlines and a soft, pastel color palette. A plump, reddish-brown sausage nestles comfortably in a fluffy, soft white bun, resting on a simple, clean countertop, the cafe background bathed in warm, inviting light and gently blurred. The entire sequence unfolds in ultra-smooth, high-frame-rate slow motion, focusing on the rich, vibrant river of bright yellow mustard captured as it's poured. As the mustard coats the sausage, its viscous flow decelerates dramatically, visibly cooling and solidifying until its liquid motion comes to a complete halt, transforming into a smooth, solid, and perfectly sculpted wave. Meanwhile, delicate, cartoon-like tendrils of white steam gently rise from the hot dog in lazy, looping spirals, enhancing the shot's surreal and playfully appetizing atmosphere.", + "seed": 11562, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_12/index_8675_seed_11562_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10363610107451678, + "vlm_logprob": -0.10363610107451678, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.10363610107451678, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18184980750083923 + ], + "opposite_logprob_tokens": [ + -1.8068498373031616 + ], + "logprob_reward": -0.18184980750083923, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18184980750083923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13650143146514893, + 0.09347881376743317, + 0.2825544476509094, + 0.22120770812034607, + 0.03271767124533653, + 0.054795242846012115, + 0.049258358776569366, + 0.07436075806617737, + 0.03793687745928764, + 0.01718861237168312 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.18184980750083923 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01110091432929039 + ], + "opposite_logprob_tokens": [ + -4.511100769042969 + ], + "logprob_reward": -0.01110091432929039, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01110091432929039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04934869706630707, + 0.07049532979726791, + 0.6818490624427795, + 0.07462658733129501, + 0.031948335468769073, + 0.030227672308683395, + 0.029097337275743484, + 0.008831547573208809, + 0.013478655368089676, + 0.010096799582242966 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.01110091432929039 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086412705481052 + ], + "opposite_logprob_tokens": [ + -4.511086463928223 + ], + "logprob_reward": -0.011086412705481052, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086412705481052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07137613743543625, + 0.11035743355751038, + 0.48474249243736267, + 0.03860439360141754, + 0.048729464411735535, + 0.04606808349490166, + 0.056374311447143555, + 0.05232624337077141, + 0.06977522373199463, + 0.021646227687597275 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.011086412705481052 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25211435556411743 + ], + "opposite_logprob_tokens": [ + -1.5021142959594727 + ], + "logprob_reward": -0.25211435556411743, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25211435556411743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021596236154437065, + 0.058469533920288086, + 0.6903848648071289, + 0.15097136795520782, + 0.02511974424123764, + 0.017429573461413383, + 0.01509725023061037, + 0.006783515214920044, + 0.009450660087168217, + 0.004697256255894899 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.25211435556411743 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202901527285576 + ], + "opposite_logprob_tokens": [ + -2.8120291233062744 + ], + "logprob_reward": -0.06202901527285576, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202901527285576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04022914543747902, + 0.02739538811147213, + 0.7014371156692505, + 0.10164646804332733, + 0.03702189773321152, + 0.029458999633789062, + 0.014210776425898075, + 0.00885055772960186, + 0.02326052077114582, + 0.016489187255501747 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.06202901527285576 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in extreme close-up from a slightly elevated angle with a static camera, the scene is rendered in the distinctive whimsical style of Garfield's illustrations, defined by bold, clean outlines and a soft, pastel color palette. A plump, reddish-brown sausage nestles comfortably in a fluffy, soft white bun, resting on a simple, clean countertop, the cafe background bathed in warm, inviting light and gently blurred. The entire sequence unfolds in ultra-smooth, high-frame-rate slow motion, focusing on the rich, vibrant river of bright yellow mustard captured as it's poured. As the mustard coats the sausage, its viscous flow decelerates dramatically, visibly cooling and solidifying until its liquid motion comes to a complete halt, transforming into a smooth, solid, and perfectly sculpted wave. Meanwhile, delicate, cartoon-like tendrils of white steam gently rise from the hot dog in lazy, looping spirals, enhancing the shot's surreal and playfully appetizing atmosphere.", + "seed": 11563, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_12/index_8675_seed_11563_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0791740920394659, + "vlm_logprob": -0.0791740920394659, + "vlm_yes_no_margin": 2.949999976158142, + "vlm_token_credit": -0.0791740920394659, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021397804841399193 + ], + "opposite_logprob_tokens": [ + -3.896397829055786 + ], + "logprob_reward": -0.021397804841399193, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021397804841399193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17674104869365692, + 0.24595578014850616, + 0.07396533340215683, + 0.18380403518676758, + 0.03309541940689087, + 0.061069052666425705, + 0.025871237739920616, + 0.036249347031116486, + 0.14584487676620483, + 0.017403844743967056 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.021397804841399193 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498509854078293 + ], + "opposite_logprob_tokens": [ + -2.9299850463867188 + ], + "logprob_reward": -0.05498509854078293, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498509854078293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0784730389714241, + 0.15992914140224457, + 0.14798042178153992, + 0.14858832955360413, + 0.058658450841903687, + 0.023907367140054703, + 0.08725085109472275, + 0.0694056898355484, + 0.14646919071674347, + 0.07933752983808517 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.05498509854078293 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012560546398162842 + ], + "opposite_logprob_tokens": [ + -4.3875603675842285 + ], + "logprob_reward": -0.012560546398162842, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012560546398162842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10166402906179428, + 0.2745226323604584, + 0.13407765328884125, + 0.04682222381234169, + 0.05220019817352295, + 0.13439935445785522, + 0.11389105021953583, + 0.06833039969205856, + 0.04111548140645027, + 0.03297693282365799 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.012560546398162842 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990489304065704 + ], + "opposite_logprob_tokens": [ + -1.8049049377441406 + ], + "logprob_reward": -0.17990489304065704, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990489304065704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20073813199996948, + 0.0770999863743782, + 0.09999686479568481, + 0.19438426196575165, + 0.0831671729683876, + 0.06479668617248535, + 0.04071230813860893, + 0.06220262125134468, + 0.11475362628698349, + 0.06214835122227669 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.17990489304065704 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Garfield's illustrations, featuring bold clean outlines and a soft pastel color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a plump reddish-brown sausage in a fluffy white bun resting on a clean countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is bright yellow mustard poured onto the sausage, forming a viscous flow that cools and solidifies into a smooth sculpted wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate white steam tendrils rising from the hot dog in lazy looping spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702211737632751 + ], + "opposite_logprob_tokens": [ + -2.1270220279693604 + ], + "logprob_reward": -0.12702211737632751, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12702211737632751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19808630645275116, + 0.407797247171402, + 0.06400924175977707, + 0.06835685670375824, + 0.036244068294763565, + 0.08490554988384247, + 0.030265644192695618, + 0.04624956101179123, + 0.03029320202767849, + 0.03379231318831444 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.12702211737632751 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_13/index_tensor([9924, 9924])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_13/index_tensor([9924, 9924])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7e34fa0c00591fd28a324ace85538e1fa1a11fd6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_13/index_tensor([9924, 9924])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly pulling-back wide-angle shot, captured from a slightly downward angle, reveals a futuristic aircraft hovering silently and motionlessly above a boundless sea of thick, cotton-candy-white clouds. The craft boasts a strikingly streamlined design, its hull composed of a smooth, polished obsidian-like composite material that reflects faintly in the cool moonlight of the deep night sky. Slender blue LED light strips flow gently along its graceful curves, outlining its contours, while a nearly invisible, soft energy glow emanates from its underside, explaining its silent hovering ability. Below the craft, through the thinning cloud cover, distant ground lights appear as a dazzling speck of light in the soft-focus lens. Speckles of gold, orange, and blue interweave to form a dreamy carpet of light, contrasting sharply with the cold starlight. The entire scene is shrouded in an otherworldly sense of tranquility, and the slow camera movement enhances the solemnity and vastness of the picture, creating an epic atmosphere that blends the beauty of high-tech loneliness with the vastness of the universe.", + "seed": 11832, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_13/index_9924_seed_11832_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03418507166206837, + "vlm_logprob": -0.03418507166206837, + "vlm_yes_no_margin": 3.799999952316284, + "vlm_token_credit": -0.03418507166206837, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005498642101883888 + ], + "opposite_logprob_tokens": [ + -5.25549840927124 + ], + "logprob_reward": -0.005498642101883888, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005498642101883888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7754607796669006, + 0.06730540841817856, + 0.013942178338766098, + 0.020793024450540543, + 0.015373939648270607, + 0.013594772666692734, + 0.021909555420279503, + 0.037780605256557465, + 0.007098172325640917, + 0.02674153819680214 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.005498642101883888 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020595619454979897 + ], + "opposite_logprob_tokens": [ + -3.8955955505371094 + ], + "logprob_reward": -0.020595619454979897, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020595619454979897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43202051520347595, + 0.06726919859647751, + 0.024954872205853462, + 0.06956639885902405, + 0.03437479957938194, + 0.017907781526446342, + 0.024125175550580025, + 0.26540252566337585, + 0.014644416980445385, + 0.04973430559039116 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.020595619454979897 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349911466240883 + ], + "opposite_logprob_tokens": [ + -3.6513500213623047 + ], + "logprob_reward": -0.026349911466240883, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349911466240883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7851793766021729, + 0.032132841646671295, + 0.023309150710701942, + 0.01662844978272915, + 0.013784661889076233, + 0.004773285705596209, + 0.005799097009003162, + 0.09671134501695633, + 0.003890128107741475, + 0.01779165305197239 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.026349911466240883 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029587149620056 + ], + "opposite_logprob_tokens": [ + -2.3502957820892334 + ], + "logprob_reward": -0.10029587149620056, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029587149620056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7458299994468689, + 0.05387568473815918, + 0.017430610954761505, + 0.025025436654686928, + 0.014037095010280609, + 0.02415301650762558, + 0.03534809499979019, + 0.05943319573998451, + 0.012578248977661133, + 0.012288658879697323 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.10029587149620056 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185313791036606 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185313791036606, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018185313791036606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2810666263103485, + 0.2295166254043579, + 0.041723109781742096, + 0.032555848360061646, + 0.023781925439834595, + 0.06351076811552048, + 0.025816358625888824, + 0.18951255083084106, + 0.023455791175365448, + 0.08906044811010361 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.018185313791036606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly pulling-back wide-angle shot, captured from a slightly downward angle, reveals a futuristic aircraft hovering silently and motionlessly above a boundless sea of thick, cotton-candy-white clouds. The craft boasts a strikingly streamlined design, its hull composed of a smooth, polished obsidian-like composite material that reflects faintly in the cool moonlight of the deep night sky. Slender blue LED light strips flow gently along its graceful curves, outlining its contours, while a nearly invisible, soft energy glow emanates from its underside, explaining its silent hovering ability. Below the craft, through the thinning cloud cover, distant ground lights appear as a dazzling speck of light in the soft-focus lens. Speckles of gold, orange, and blue interweave to form a dreamy carpet of light, contrasting sharply with the cold starlight. The entire scene is shrouded in an otherworldly sense of tranquility, and the slow camera movement enhances the solemnity and vastness of the picture, creating an epic atmosphere that blends the beauty of high-tech loneliness with the vastness of the universe.", + "seed": 11833, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_13/index_9924_seed_11833_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03810955006629228, + "vlm_logprob": -0.03810955006629228, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.03810955006629228, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007302615791559219 + ], + "opposite_logprob_tokens": [ + -5.007302761077881 + ], + "logprob_reward": -0.007302615791559219, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007302615791559219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11869406700134277, + 0.07542566955089569, + 0.11857522279024124, + 0.04508894681930542, + 0.09133825451135635, + 0.1358441859483719, + 0.24359840154647827, + 0.02333736978471279, + 0.08269167691469193, + 0.06540624797344208 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.007302615791559219 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496343597769737 + ], + "opposite_logprob_tokens": [ + -2.9299633502960205 + ], + "logprob_reward": -0.05496343597769737, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496343597769737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08053334802389145, + 0.1974869966506958, + 0.0759880542755127, + 0.057302214205265045, + 0.19950607419013977, + 0.11797138303518295, + 0.032221946865320206, + 0.037487972527742386, + 0.14647185802459717, + 0.05503014102578163 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.05496343597769737 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978990737348795 + ], + "opposite_logprob_tokens": [ + -4.634789943695068 + ], + "logprob_reward": -0.00978990737348795, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978990737348795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08079150319099426, + 0.15707717835903168, + 0.09686942398548126, + 0.06022174656391144, + 0.15516872704029083, + 0.06700187176465988, + 0.11941111087799072, + 0.026402069255709648, + 0.16831335425376892, + 0.06874307245016098 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.00978990737348795 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030870139598846 + ], + "opposite_logprob_tokens": [ + -2.350308656692505 + ], + "logprob_reward": -0.10030870139598846, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030870139598846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22667196393013, + 0.11220742017030716, + 0.055504169315099716, + 0.04141863062977791, + 0.06354954093694687, + 0.13497400283813477, + 0.1920250505208969, + 0.02525038830935955, + 0.1168811172246933, + 0.03151780739426613 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.10030870139598846 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183089792728424 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.018183089792728424, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183089792728424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36599409580230713, + 0.03460533916950226, + 0.039791613817214966, + 0.10131817311048508, + 0.06243032589554787, + 0.0673651471734047, + 0.08698146790266037, + 0.05440034717321396, + 0.14752662181854248, + 0.03958682715892792 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.018183089792728424 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly pulling-back wide-angle shot, captured from a slightly downward angle, reveals a futuristic aircraft hovering silently and motionlessly above a boundless sea of thick, cotton-candy-white clouds. The craft boasts a strikingly streamlined design, its hull composed of a smooth, polished obsidian-like composite material that reflects faintly in the cool moonlight of the deep night sky. Slender blue LED light strips flow gently along its graceful curves, outlining its contours, while a nearly invisible, soft energy glow emanates from its underside, explaining its silent hovering ability. Below the craft, through the thinning cloud cover, distant ground lights appear as a dazzling speck of light in the soft-focus lens. Speckles of gold, orange, and blue interweave to form a dreamy carpet of light, contrasting sharply with the cold starlight. The entire scene is shrouded in an otherworldly sense of tranquility, and the slow camera movement enhances the solemnity and vastness of the picture, creating an epic atmosphere that blends the beauty of high-tech loneliness with the vastness of the universe.", + "seed": 11834, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_13/index_9924_seed_11834_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03439544811844826, + "vlm_logprob": -0.03439544811844826, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.03439544811844826, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02130398526787758 + ], + "opposite_logprob_tokens": [ + -3.89630389213562 + ], + "logprob_reward": -0.02130398526787758, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02130398526787758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09922011196613312, + 0.12021064758300781, + 0.02086397260427475, + 0.05950547382235527, + 0.016280824318528175, + 0.025224216282367706, + 0.029057711362838745, + 0.02367420494556427, + 0.3857946991920471, + 0.2201681137084961 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.02130398526787758 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700417086482048 + ], + "opposite_logprob_tokens": [ + -2.6950416564941406 + ], + "logprob_reward": -0.0700417086482048, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700417086482048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0546005442738533, + 0.04382392391562462, + 0.054798487573862076, + 0.014324452728033066, + 0.012689814902842045, + 0.03281235322356224, + 0.08627913147211075, + 0.030924448743462563, + 0.5405874848365784, + 0.1291593760251999 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.0700417086482048 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354670524597168 + ], + "opposite_logprob_tokens": [ + -3.6513547897338867 + ], + "logprob_reward": -0.026354670524597168, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354670524597168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09189349412918091, + 0.08189861476421356, + 0.10708822309970856, + 0.0827440395951271, + 0.053863514214754105, + 0.05490253493189812, + 0.027728788554668427, + 0.050273969769477844, + 0.1929498165845871, + 0.25665706396102905 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.026354670524597168 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370029106736183 + ], + "opposite_logprob_tokens": [ + -3.4087002277374268 + ], + "logprob_reward": -0.03370029106736183, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370029106736183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05547422915697098, + 0.04394342377781868, + 0.0649043396115303, + 0.05947183817625046, + 0.02689523808658123, + 0.04165775701403618, + 0.03982827067375183, + 0.08013321459293365, + 0.13605014979839325, + 0.4516415297985077 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.03370029106736183 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020576585084199905 + ], + "opposite_logprob_tokens": [ + -3.8955764770507812 + ], + "logprob_reward": -0.020576585084199905, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020576585084199905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11898022890090942, + 0.0924285352230072, + 0.048814691603183746, + 0.022402893751859665, + 0.044283583760261536, + 0.06111088767647743, + 0.04289539158344269, + 0.04899034649133682, + 0.362122118473053, + 0.1579713076353073 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.020576585084199905 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly pulling-back wide-angle shot, captured from a slightly downward angle, reveals a futuristic aircraft hovering silently and motionlessly above a boundless sea of thick, cotton-candy-white clouds. The craft boasts a strikingly streamlined design, its hull composed of a smooth, polished obsidian-like composite material that reflects faintly in the cool moonlight of the deep night sky. Slender blue LED light strips flow gently along its graceful curves, outlining its contours, while a nearly invisible, soft energy glow emanates from its underside, explaining its silent hovering ability. Below the craft, through the thinning cloud cover, distant ground lights appear as a dazzling speck of light in the soft-focus lens. Speckles of gold, orange, and blue interweave to form a dreamy carpet of light, contrasting sharply with the cold starlight. The entire scene is shrouded in an otherworldly sense of tranquility, and the slow camera movement enhances the solemnity and vastness of the picture, creating an epic atmosphere that blends the beauty of high-tech loneliness with the vastness of the universe.", + "seed": 11835, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_13/index_9924_seed_11835_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0368357234634459, + "vlm_logprob": -0.0368357234634459, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.0368357234634459, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004540016409009695 + ], + "opposite_logprob_tokens": [ + -5.504539966583252 + ], + "logprob_reward": -0.004540016409009695, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004540016409009695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20661023259162903, + 0.14285901188850403, + 0.10410068184137344, + 0.052108168601989746, + 0.08316418528556824, + 0.20279787480831146, + 0.03704831376671791, + 0.07894764840602875, + 0.05187033861875534, + 0.040493566542863846 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.004540016409009695 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160839706659317 + ], + "opposite_logprob_tokens": [ + -4.14108419418335 + ], + "logprob_reward": -0.0160839706659317, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160839706659317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5185158848762512, + 0.06816424429416656, + 0.033373694866895676, + 0.0617656335234642, + 0.03581805154681206, + 0.08218850940465927, + 0.0318952351808548, + 0.0937848836183548, + 0.04662906751036644, + 0.027864718809723854 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.0160839706659317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038099825382232666 + ], + "opposite_logprob_tokens": [ + -3.288099765777588 + ], + "logprob_reward": -0.038099825382232666, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038099825382232666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19259583950042725, + 0.11714289337396622, + 0.04692661017179489, + 0.07403689622879028, + 0.09653708338737488, + 0.09473045915365219, + 0.06724019348621368, + 0.1339598000049591, + 0.04095054045319557, + 0.1358797252178192 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.038099825382232666 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291956901550293 + ], + "opposite_logprob_tokens": [ + -2.237919569015503 + ], + "logprob_reward": -0.11291956901550293, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291956901550293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15568511188030243, + 0.11749543994665146, + 0.09274162352085114, + 0.06687594205141068, + 0.06748789548873901, + 0.0687439814209938, + 0.041017018258571625, + 0.08917554467916489, + 0.07779661566019058, + 0.22298076748847961 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.11291956901550293 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a futuristic aircraft visible hovering above a sea of thick, cotton-candy-white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft's hull made of a smooth, polished obsidian-like composite material reflecting cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender blue LED light strips visible flowing along the aircraft's curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show distant ground lights appearing as a dazzling speck through thinning cloud cover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slowly pulling-back wide-angle view captured from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535235844552517 + ], + "opposite_logprob_tokens": [ + -4.387535095214844 + ], + "logprob_reward": -0.012535235844552517, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535235844552517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5690567493438721, + 0.07419995218515396, + 0.02814139984548092, + 0.02515583299100399, + 0.03163585811853409, + 0.10181953758001328, + 0.026378704234957695, + 0.09666003286838531, + 0.03127413988113403, + 0.015677815303206444 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.012535235844552517 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_14/index_tensor([8965, 8965])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_14/index_tensor([8965, 8965])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..74de9e25e9e03e9f02d101a4fc823fa88394eeae --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_14/index_tensor([8965, 8965])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme macro close-up captures a smooth, black metal coin beginning to spin on a rain-smooth, polished obsidian surface. Its face, meticulously etched with an intricate, hair-thin circuit pattern, emits a pulsating internal cyan glow. The coin's rotation begins steadily, then inexorably accelerates, its speed steadily increasing until it becomes a hypnotic, shimmering blur. Its mirror-polished face captures and distorts the dazzling neon lights of a vast, high-tech, futuristic cityscape, faintly visible against a soft-focus background. Towering skyscrapers, adorned with holographic advertising, cast vibrant magenta, electric blue, and acid green reflections that twist and swirl across the coin's convex surface, creating a captivating, ever-shifting kaleidoscopic effect. A misty drizzle drifts down from the cool evening air, each drop capturing the city's glow as it lands, creating tiny ripples on the coin's axis of rotation and enhancing the scene's humid, electric, and mysterious atmosphere.", + "seed": 20231, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_14/index_8965_seed_20231_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012745246291160583, + "vlm_logprob": -0.012745246291160583, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.012745246291160583, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019389966502785683 + ], + "opposite_logprob_tokens": [ + -4.019390106201172 + ], + "logprob_reward": -0.019389966502785683, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019389966502785683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2898901700973511, + 0.047321807593107224, + 0.05503622069954872, + 0.05701874569058418, + 0.06970277428627014, + 0.11454673856496811, + 0.06392032653093338, + 0.07896027714014053, + 0.11314553022384644, + 0.11045744270086288 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.019389966502785683 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254606619477272 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.01254606619477272, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254606619477272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08614367246627808, + 0.122817263007164, + 0.032058242708444595, + 0.03960276395082474, + 0.07577940076589584, + 0.30848610401153564, + 0.11469975858926773, + 0.08242394775152206, + 0.07814344018697739, + 0.059845395386219025 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.01254606619477272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005955332424491644 + ], + "opposite_logprob_tokens": [ + -5.130955219268799 + ], + "logprob_reward": -0.005955332424491644, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005955332424491644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17911626398563385, + 0.20189425349235535, + 0.09387099742889404, + 0.03170730546116829, + 0.11754632741212845, + 0.0770081952214241, + 0.07939530909061432, + 0.04970857873558998, + 0.12220226228237152, + 0.047550443559885025 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.005955332424491644 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585577934980392 + ], + "opposite_logprob_tokens": [ + -3.895585536956787 + ], + "logprob_reward": -0.020585577934980392, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585577934980392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07724253833293915, + 0.22932232916355133, + 0.04176458716392517, + 0.05033079534769058, + 0.17923147976398468, + 0.0779375433921814, + 0.07649355381727219, + 0.09089898318052292, + 0.11226438730955124, + 0.06451388448476791 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.020585577934980392 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249288398772478 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249288398772478, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249288398772478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22102090716362, + 0.16891862452030182, + 0.06411165744066238, + 0.020744478330016136, + 0.03641066700220108, + 0.09528785198926926, + 0.05360793694853783, + 0.13361980020999908, + 0.07777699083089828, + 0.12850108742713928 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.005249288398772478 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro close-up captures a smooth, black metal coin beginning to spin on a rain-smooth, polished obsidian surface. Its face, meticulously etched with an intricate, hair-thin circuit pattern, emits a pulsating internal cyan glow. The coin's rotation begins steadily, then inexorably accelerates, its speed steadily increasing until it becomes a hypnotic, shimmering blur. Its mirror-polished face captures and distorts the dazzling neon lights of a vast, high-tech, futuristic cityscape, faintly visible against a soft-focus background. Towering skyscrapers, adorned with holographic advertising, cast vibrant magenta, electric blue, and acid green reflections that twist and swirl across the coin's convex surface, creating a captivating, ever-shifting kaleidoscopic effect. A misty drizzle drifts down from the cool evening air, each drop capturing the city's glow as it lands, creating tiny ripples on the coin's axis of rotation and enhancing the scene's humid, electric, and mysterious atmosphere.", + "seed": 20232, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_14/index_8965_seed_20232_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14670929498970509, + "vlm_logprob": -0.14670929498970509, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.14670929498970509, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08067493885755539 + ], + "opposite_logprob_tokens": [ + -2.580674886703491 + ], + "logprob_reward": -0.08067493885755539, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08067493885755539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043330639600753784, + 0.09907173365354538, + 0.05283677205443382, + 0.09770659357309341, + 0.5126803517341614, + 0.028346650302410126, + 0.045891113579273224, + 0.03143208473920822, + 0.03605831041932106, + 0.052645713090896606 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.08067493885755539 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020595503970980644 + ], + "opposite_logprob_tokens": [ + -3.8955955505371094 + ], + "logprob_reward": -0.020595503970980644, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020595503970980644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1324729025363922, + 0.1085357666015625, + 0.04214657470583916, + 0.2302672117948532, + 0.1938985139131546, + 0.04497401788830757, + 0.023185916244983673, + 0.0850013792514801, + 0.07304288446903229, + 0.06647491455078125 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.020595503970980644 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233272314071655 + ], + "opposite_logprob_tokens": [ + -0.8983272314071655 + ], + "logprob_reward": -0.5233272314071655, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233272314071655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07198087126016617, + 0.13745863735675812, + 0.253218412399292, + 0.03171717748045921, + 0.21456174552440643, + 0.07511409372091293, + 0.035704974085092545, + 0.04419614374637604, + 0.07354255765676498, + 0.06250536441802979 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.5233272314071655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031194239854813 + ], + "opposite_logprob_tokens": [ + -2.3503119945526123 + ], + "logprob_reward": -0.10031194239854813, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031194239854813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06074579432606697, + 0.11071617901325226, + 0.12962904572486877, + 0.07765086740255356, + 0.13308073580265045, + 0.2886736989021301, + 0.03546774387359619, + 0.0606498047709465, + 0.02995707280933857, + 0.07342907786369324 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.10031194239854813 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636858314275742 + ], + "opposite_logprob_tokens": [ + -4.758636951446533 + ], + "logprob_reward": -0.008636858314275742, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636858314275742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07797788083553314, + 0.1054307222366333, + 0.1451820284128189, + 0.0537228100001812, + 0.28586646914482117, + 0.06278415769338608, + 0.05105236545205116, + 0.06679422408342361, + 0.062336016446352005, + 0.08885329961776733 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.008636858314275742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro close-up captures a smooth, black metal coin beginning to spin on a rain-smooth, polished obsidian surface. Its face, meticulously etched with an intricate, hair-thin circuit pattern, emits a pulsating internal cyan glow. The coin's rotation begins steadily, then inexorably accelerates, its speed steadily increasing until it becomes a hypnotic, shimmering blur. Its mirror-polished face captures and distorts the dazzling neon lights of a vast, high-tech, futuristic cityscape, faintly visible against a soft-focus background. Towering skyscrapers, adorned with holographic advertising, cast vibrant magenta, electric blue, and acid green reflections that twist and swirl across the coin's convex surface, creating a captivating, ever-shifting kaleidoscopic effect. A misty drizzle drifts down from the cool evening air, each drop capturing the city's glow as it lands, creating tiny ripples on the coin's axis of rotation and enhancing the scene's humid, electric, and mysterious atmosphere.", + "seed": 20233, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_14/index_8965_seed_20233_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03751546535640955, + "vlm_logprob": -0.03751546535640955, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.03751546535640955, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02280346117913723 + ], + "opposite_logprob_tokens": [ + -3.897803544998169 + ], + "logprob_reward": -0.02280346117913723, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02280346117913723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21276238560676575, + 0.02240939810872078, + 0.10251299291849136, + 0.028032083064317703, + 0.018982913345098495, + 0.020392421633005142, + 0.015133678913116455, + 0.4713456332683563, + 0.030771633610129356, + 0.07765685021877289 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.02280346117913723 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008653759025037289 + ], + "opposite_logprob_tokens": [ + -4.75865364074707 + ], + "logprob_reward": -0.008653759025037289, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008653759025037289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3839140236377716, + 0.05859760195016861, + 0.04200568050146103, + 0.059614818543195724, + 0.13952624797821045, + 0.07636502385139465, + 0.07172892242670059, + 0.08050179481506348, + 0.022878309711813927, + 0.0648675337433815 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.008653759025037289 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700334906578064 + ], + "opposite_logprob_tokens": [ + -2.695033550262451 + ], + "logprob_reward": -0.0700334906578064, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700334906578064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7168900966644287, + 0.02578326128423214, + 0.022391943261027336, + 0.023762499913573265, + 0.01812593638896942, + 0.011574485339224339, + 0.00885836686939001, + 0.13395151495933533, + 0.019717339426279068, + 0.01894458197057247 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0700334906578064 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002059370279312 + ], + "opposite_logprob_tokens": [ + -2.6950206756591797 + ], + "logprob_reward": -0.07002059370279312, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002059370279312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2647349536418915, + 0.027578264474868774, + 0.1293000876903534, + 0.04580365866422653, + 0.027238445356488228, + 0.06826452165842056, + 0.02785847894847393, + 0.20896726846694946, + 0.04091459512710571, + 0.15933968126773834 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.07002059370279312 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066022217273712 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.016066022217273712, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066022217273712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4267173111438751, + 0.06121591851115227, + 0.016615167260169983, + 0.03422224894165993, + 0.09681135416030884, + 0.01641901209950447, + 0.054513633251190186, + 0.14582765102386475, + 0.0463976114988327, + 0.10126007348299026 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.016066022217273712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro close-up captures a smooth, black metal coin beginning to spin on a rain-smooth, polished obsidian surface. Its face, meticulously etched with an intricate, hair-thin circuit pattern, emits a pulsating internal cyan glow. The coin's rotation begins steadily, then inexorably accelerates, its speed steadily increasing until it becomes a hypnotic, shimmering blur. Its mirror-polished face captures and distorts the dazzling neon lights of a vast, high-tech, futuristic cityscape, faintly visible against a soft-focus background. Towering skyscrapers, adorned with holographic advertising, cast vibrant magenta, electric blue, and acid green reflections that twist and swirl across the coin's convex surface, creating a captivating, ever-shifting kaleidoscopic effect. A misty drizzle drifts down from the cool evening air, each drop capturing the city's glow as it lands, creating tiny ripples on the coin's axis of rotation and enhancing the scene's humid, electric, and mysterious atmosphere.", + "seed": 20234, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_14/index_8965_seed_20234_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.017830466479063035, + "vlm_logprob": -0.017830466479063035, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.017830466479063035, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015925591811537743 + ], + "opposite_logprob_tokens": [ + -4.265925407409668 + ], + "logprob_reward": -0.015925591811537743, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015925591811537743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1372416913509369, + 0.09871265292167664, + 0.10763915628194809, + 0.17856071889400482, + 0.16009928286075592, + 0.06799156218767166, + 0.06726560741662979, + 0.07748864591121674, + 0.0654696449637413, + 0.03953110799193382 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.015925591811537743 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207523316144943 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207523316144943, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207523316144943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11659352481365204, + 0.0535525344312191, + 0.11241111159324646, + 0.32749560475349426, + 0.022899655625224113, + 0.08417324721813202, + 0.04637300595641136, + 0.08881736546754837, + 0.036653224378824234, + 0.11103074997663498 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.014207523316144943 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586978644132614 + ], + "opposite_logprob_tokens": [ + -3.8955869674682617 + ], + "logprob_reward": -0.020586978644132614, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586978644132614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06740174442529678, + 0.027034709230065346, + 0.08116935193538666, + 0.41455215215682983, + 0.2203340381383896, + 0.059120457619428635, + 0.020734140649437904, + 0.02058558724820614, + 0.041818853467702866, + 0.047248974442481995 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.020586978644132614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797744005918503 + ], + "opposite_logprob_tokens": [ + -3.5297977924346924 + ], + "logprob_reward": -0.029797744005918503, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797744005918503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05608746409416199, + 0.04787471890449524, + 0.04798468202352524, + 0.17073585093021393, + 0.5024160742759705, + 0.022705616429448128, + 0.02300156280398369, + 0.03974991291761398, + 0.011888070963323116, + 0.07755595445632935 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.029797744005918503 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a smooth, black metal coin with an intricate, hair-thin circuit pattern etched on its face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the coin emit a pulsating internal cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the coin spinning on a rain-smooth, polished obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's rotation start steadily and then accelerate into a shimmering blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus, high-tech futuristic cityscape with misty drizzle falling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634494617581367 + ], + "opposite_logprob_tokens": [ + -4.758634567260742 + ], + "logprob_reward": -0.008634494617581367, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634494617581367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04152022674679756, + 0.029273753985762596, + 0.12674780189990997, + 0.22692576050758362, + 0.3226507306098938, + 0.10660645365715027, + 0.04008552432060242, + 0.042646560817956924, + 0.02307152934372425, + 0.04047170281410217 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.008634494617581367 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_15/index_tensor([5597, 5597])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_15/index_tensor([5597, 5597])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4e84e038df04adbbf2aac8cc2ffddfa8d50a1a53 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_15/index_tensor([5597, 5597])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, steady pull-back from a low, upward angle reveals a behemoth as massive as a mountain, towering above a swirling sea of clouds. Its rocky, rugged hide is crisscrossed with deep fissures, from which ancient, deep-green moss stubbornly grows, covering its entire body like a thick, millennia-old blanket. Its massive head, adorned with horns like dead branches, lifts its abyssal maw into the bloody dusk sky. The muscles and tendons in its neck bulge with intense tension, as if unleashing a silent, earth-shattering roar. The sun, sinking below the horizon, paints the sky a deep crimson and orange. This apocalyptic glow pierces the clouds, gilding the thick, cotton-wool sea with a fiery golden rim. It also outlines the beast's powerful, majestic form, its damp moss gleaming in the afterglow. The entire picture is filled with epic loneliness and solemnity, conveying a primitive power and tragic emotion that transcends time and words.", + "seed": 12698, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_15/index_5597_seed_12698_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.011775801563635469, + "vlm_logprob": -0.011775801563635469, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.011775801563635469, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012995078228414059 + ], + "opposite_logprob_tokens": [ + -4.63799524307251 + ], + "logprob_reward": -0.012995078228414059, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012995078228414059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0022810609079897404, + 0.0017960543045774102, + 0.0008520325063727796, + 0.0008185856859199703, + 0.0015587207162752748, + 0.0009425955940969288, + 0.0012032348895445466, + 0.0008732599089853466, + 0.0017065004212781787, + 0.9879679083824158 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.012995078228414059 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002212578197941184 + ], + "opposite_logprob_tokens": [ + -6.1272125244140625 + ], + "logprob_reward": -0.002212578197941184, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002212578197941184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03187372535467148, + 0.016292700543999672, + 0.01384845282882452, + 0.006544721778482199, + 0.03139154613018036, + 0.011859387159347534, + 0.00867564044892788, + 0.006107349414378405, + 0.013903615064918995, + 0.859502911567688 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.002212578197941184 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097829420119524 + ], + "opposite_logprob_tokens": [ + -4.634782791137695 + ], + "logprob_reward": -0.0097829420119524, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097829420119524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02930567041039467, + 0.06019213795661926, + 0.007287460844963789, + 0.010887190699577332, + 0.04561090096831322, + 0.005945161450654268, + 0.005689715500921011, + 0.0040109059773385525, + 0.005971171893179417, + 0.8250997066497803 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.0097829420119524 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979646995663643 + ], + "opposite_logprob_tokens": [ + -3.5297963619232178 + ], + "logprob_reward": -0.02979646995663643, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979646995663643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051754388958215714, + 0.020469961687922478, + 0.009711964055895805, + 0.013725454919040203, + 0.038739390671253204, + 0.021609438583254814, + 0.009068316780030727, + 0.022517433390021324, + 0.007519418839365244, + 0.8048842549324036 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.02979646995663643 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091939423233271 + ], + "opposite_logprob_tokens": [ + -5.504091739654541 + ], + "logprob_reward": -0.004091939423233271, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091939423233271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020274316892027855, + 0.00625736266374588, + 0.003055226057767868, + 0.0035740823950618505, + 0.004658794496208429, + 0.006828699726611376, + 0.002932946663349867, + 0.0061308108270168304, + 0.014780188910663128, + 0.9315075278282166 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.004091939423233271 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, steady pull-back from a low, upward angle reveals a behemoth as massive as a mountain, towering above a swirling sea of clouds. Its rocky, rugged hide is crisscrossed with deep fissures, from which ancient, deep-green moss stubbornly grows, covering its entire body like a thick, millennia-old blanket. Its massive head, adorned with horns like dead branches, lifts its abyssal maw into the bloody dusk sky. The muscles and tendons in its neck bulge with intense tension, as if unleashing a silent, earth-shattering roar. The sun, sinking below the horizon, paints the sky a deep crimson and orange. This apocalyptic glow pierces the clouds, gilding the thick, cotton-wool sea with a fiery golden rim. It also outlines the beast's powerful, majestic form, its damp moss gleaming in the afterglow. The entire picture is filled with epic loneliness and solemnity, conveying a primitive power and tragic emotion that transcends time and words.", + "seed": 12699, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_15/index_5597_seed_12699_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.025893672555685043, + "vlm_logprob": -0.025893672555685043, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.025893672555685043, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02882229909300804 + ], + "opposite_logprob_tokens": [ + -3.653822183609009 + ], + "logprob_reward": -0.02882229909300804, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02882229909300804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0603005550801754, + 0.03387856483459473, + 0.48262935876846313, + 0.08127397298812866, + 0.022385085001587868, + 0.031400166451931, + 0.037337057292461395, + 0.09865598380565643, + 0.0556039921939373, + 0.09653525054454803 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.02882229909300804 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005963864270597696 + ], + "opposite_logprob_tokens": [ + -5.1309638023376465 + ], + "logprob_reward": -0.005963864270597696, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005963864270597696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18256647884845734, + 0.06012281775474548, + 0.2157423347234726, + 0.08363942801952362, + 0.020436499267816544, + 0.044283341616392136, + 0.036995988339185715, + 0.16415315866470337, + 0.0648256316781044, + 0.12723442912101746 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.005963864270597696 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046386257745325565 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.0046386257745325565, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046386257745325565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08222273737192154, + 0.060156285762786865, + 0.25518688559532166, + 0.2860444188117981, + 0.05581233277916908, + 0.05134444683790207, + 0.02411402203142643, + 0.05486716330051422, + 0.051877159625291824, + 0.07837455719709396 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.0046386257745325565 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897236943244934 + ], + "opposite_logprob_tokens": [ + -2.578972339630127 + ], + "logprob_reward": -0.07897236943244934, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897236943244934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15823596715927124, + 0.10321775078773499, + 0.10337025672197342, + 0.11863493174314499, + 0.06145792454481125, + 0.0745246484875679, + 0.13089384138584137, + 0.11988558620214462, + 0.08496121317148209, + 0.04481780156493187 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.07897236943244934 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071204207837582 + ], + "opposite_logprob_tokens": [ + -4.51107120513916 + ], + "logprob_reward": -0.011071204207837582, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071204207837582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1317727118730545, + 0.03570283204317093, + 0.3696700930595398, + 0.026995452120900154, + 0.023783454671502113, + 0.0280225221067667, + 0.026175880804657936, + 0.2649068236351013, + 0.061647918075323105, + 0.03132219985127449 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.011071204207837582 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, steady pull-back from a low, upward angle reveals a behemoth as massive as a mountain, towering above a swirling sea of clouds. Its rocky, rugged hide is crisscrossed with deep fissures, from which ancient, deep-green moss stubbornly grows, covering its entire body like a thick, millennia-old blanket. Its massive head, adorned with horns like dead branches, lifts its abyssal maw into the bloody dusk sky. The muscles and tendons in its neck bulge with intense tension, as if unleashing a silent, earth-shattering roar. The sun, sinking below the horizon, paints the sky a deep crimson and orange. This apocalyptic glow pierces the clouds, gilding the thick, cotton-wool sea with a fiery golden rim. It also outlines the beast's powerful, majestic form, its damp moss gleaming in the afterglow. The entire picture is filled with epic loneliness and solemnity, conveying a primitive power and tragic emotion that transcends time and words.", + "seed": 12700, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_15/index_5597_seed_12700_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02581847384572029, + "vlm_logprob": -0.02581847384572029, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.02581847384572029, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01968841813504696 + ], + "opposite_logprob_tokens": [ + -4.144688606262207 + ], + "logprob_reward": -0.01968841813504696, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01968841813504696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18311788141727448, + 0.03915761783719063, + 0.02833300456404686, + 0.011444165371358395, + 0.029607966542243958, + 0.0514378547668457, + 0.033785730600357056, + 0.23385760188102722, + 0.3498617708683014, + 0.039396461099386215 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.01968841813504696 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022129351273179054 + ], + "opposite_logprob_tokens": [ + -6.127213001251221 + ], + "logprob_reward": -0.0022129351273179054, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022129351273179054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024621499702334404, + 0.014569328166544437, + 0.009249277412891388, + 0.018103845417499542, + 0.01909823529422283, + 0.027247052639722824, + 0.011500160209834576, + 0.6053797602653503, + 0.24640926718711853, + 0.023821553215384483 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.0022129351273179054 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058347500860691 + ], + "opposite_logprob_tokens": [ + -3.895583391189575 + ], + "logprob_reward": -0.02058347500860691, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058347500860691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042035941034555435, + 0.035320818424224854, + 0.02317052334547043, + 0.03754560649394989, + 0.014215823262929916, + 0.03673728182911873, + 0.03264680877327919, + 0.5261827707290649, + 0.24129265546798706, + 0.010851834900677204 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.02058347500860691 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898261398077011 + ], + "opposite_logprob_tokens": [ + -2.5789825916290283 + ], + "logprob_reward": -0.07898261398077011, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898261398077011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03512567654252052, + 0.047201018780469894, + 0.009721538051962852, + 0.00997929461300373, + 0.027756165713071823, + 0.052134156227111816, + 0.013305610977113247, + 0.6529951691627502, + 0.11602600663900375, + 0.035755425691604614 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.07898261398077011 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076249269768595695 + ], + "opposite_logprob_tokens": [ + -4.882625102996826 + ], + "logprob_reward": -0.0076249269768595695, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076249269768595695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030902784317731857, + 0.009066260419785976, + 0.008131461217999458, + 0.01336450781673193, + 0.01943420059978962, + 0.03187509626150131, + 0.00803218875080347, + 0.8505412340164185, + 0.0067304400727152824, + 0.02192182093858719 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.0076249269768595695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, steady pull-back from a low, upward angle reveals a behemoth as massive as a mountain, towering above a swirling sea of clouds. Its rocky, rugged hide is crisscrossed with deep fissures, from which ancient, deep-green moss stubbornly grows, covering its entire body like a thick, millennia-old blanket. Its massive head, adorned with horns like dead branches, lifts its abyssal maw into the bloody dusk sky. The muscles and tendons in its neck bulge with intense tension, as if unleashing a silent, earth-shattering roar. The sun, sinking below the horizon, paints the sky a deep crimson and orange. This apocalyptic glow pierces the clouds, gilding the thick, cotton-wool sea with a fiery golden rim. It also outlines the beast's powerful, majestic form, its damp moss gleaming in the afterglow. The entire picture is filled with epic loneliness and solemnity, conveying a primitive power and tragic emotion that transcends time and words.", + "seed": 12701, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_15/index_5597_seed_12701_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.011949542304500937, + "vlm_logprob": -0.011949542304500937, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.011949542304500937, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014488374814391136 + ], + "opposite_logprob_tokens": [ + -4.389488220214844 + ], + "logprob_reward": -0.014488374814391136, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014488374814391136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07782887667417526, + 0.07748650759458542, + 0.2414911687374115, + 0.09136205911636353, + 0.14987730979919434, + 0.04394172877073288, + 0.1044447273015976, + 0.03705039992928505, + 0.10684654861688614, + 0.06967069208621979 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.014488374814391136 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032025498803704977 + ], + "opposite_logprob_tokens": [ + -5.753202438354492 + ], + "logprob_reward": -0.0032025498803704977, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032025498803704977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11319095641374588, + 0.152878075838089, + 0.21099311113357544, + 0.14235840737819672, + 0.11681534349918365, + 0.020477674901485443, + 0.07460655272006989, + 0.0507684201002121, + 0.09786611795425415, + 0.020045319572091103 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.0032025498803704977 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002489089034497738 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.002489089034497738, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002489089034497738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09282437711954117, + 0.24197442829608917, + 0.2929338216781616, + 0.03351987525820732, + 0.07509993761777878, + 0.020974066108465195, + 0.03763986751437187, + 0.047988876700401306, + 0.1298474818468094, + 0.0271973367780447 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.002489089034497738 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029792074114084244 + ], + "opposite_logprob_tokens": [ + -3.529792070388794 + ], + "logprob_reward": -0.029792074114084244, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029792074114084244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05271149426698685, + 0.06937744468450546, + 0.2324323207139969, + 0.07126684486865997, + 0.041348185390233994, + 0.024214502424001694, + 0.37455180287361145, + 0.04031158611178398, + 0.06826218962669373, + 0.025523660704493523 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.029792074114084244 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, steady pull-back from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a massive beast with a rocky, rugged hide crisscrossed by deep fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the beast's body covered in ancient, deep-green moss growing from the fissures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky painted in deep crimson and orange with a sinking sun below the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the beast's head lifted with horns like dead branches and an open maw facing the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775623679161072 + ], + "opposite_logprob_tokens": [ + -4.634775638580322 + ], + "logprob_reward": -0.009775623679161072, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775623679161072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1263895034790039, + 0.07702314853668213, + 0.1468803584575653, + 0.05956554412841797, + 0.05527980998158455, + 0.04540671035647392, + 0.14405885338783264, + 0.1287873238325119, + 0.16392725706100464, + 0.05268147215247154 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.009775623679161072 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_2/index_tensor([6426, 6426])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_2/index_tensor([6426, 6426])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a3d8c44ba2b2f5eb7feb84f7f302139335c38aec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_2/index_tensor([6426, 6426])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful overhead shot, the camera slowly pulls back from a low angle, initially focusing on a desolate tundra shrouded in thick, swirling gray fog. Suddenly, a massive foot, composed of weathered rock and ancient lichen, the size of a hill, treads heavily out of the mist. Each step is accompanied by an earth-shaking roar, causing the camera to tremble violently and sending rubble and dust in the foreground flying high. As the camera continues to pull out, the full extent of this mountainous giant gradually emerges: its body is composed of countless sharp gray rocks, riddled with deep crevices and sparse moss vegetation. The outline of its shoulders and head resembles a continuous snowline ridge. In the blurred position of its face, two deep cracks emit a molten orange glow, like the heat of lava, casting a faint, ominous glow in the cold, damp air. It moves at a slow but unstoppable pace across a desolate landscape shrouded in the cold tones of pre-dawn, with thick fog closing in behind it, filling the entire picture with an epic and awe-inspiring apocalyptic atmosphere.", + "seed": 25477, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_2/index_6426_seed_25477_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.26941418591886757, + "vlm_logprob": -0.26941418591886757, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.26941418591886757, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8269046545028687 + ], + "opposite_logprob_tokens": [ + -0.5769046545028687 + ], + "logprob_reward": -0.8269046545028687, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8269046545028687, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11793771386146545, + 0.08467422425746918, + 0.06199435144662857, + 0.20438268780708313, + 0.14513149857521057, + 0.06541836261749268, + 0.1285499483346939, + 0.11699160933494568, + 0.032561033964157104, + 0.042358603328466415 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.8269046545028687 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014221508987247944 + ], + "opposite_logprob_tokens": [ + -4.264221668243408 + ], + "logprob_reward": -0.014221508987247944, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014221508987247944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10831046849489212, + 0.10875603556632996, + 0.06306445598602295, + 0.19148141145706177, + 0.15453138947486877, + 0.05785839632153511, + 0.11628195643424988, + 0.07779186964035034, + 0.06351092457771301, + 0.05841318517923355 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.014221508987247944 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029823198914527893 + ], + "opposite_logprob_tokens": [ + -3.5298233032226562 + ], + "logprob_reward": -0.029823198914527893, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029823198914527893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2047894448041916, + 0.06075165420770645, + 0.20073764026165009, + 0.10635444521903992, + 0.06216583028435707, + 0.06145308539271355, + 0.11467328667640686, + 0.09129732847213745, + 0.04823629558086395, + 0.049540966749191284 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.029823198914527893 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906661719083786 + ], + "opposite_logprob_tokens": [ + -2.464066505432129 + ], + "logprob_reward": -0.08906661719083786, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906661719083786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10889783501625061, + 0.05284601449966431, + 0.0773550420999527, + 0.2546214759349823, + 0.0856105163693428, + 0.04512938857078552, + 0.054008450359106064, + 0.05825680494308472, + 0.03277524188160896, + 0.2304992526769638 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.08906661719083786 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870549499988556 + ], + "opposite_logprob_tokens": [ + -1.1370549201965332 + ], + "logprob_reward": -0.3870549499988556, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870549499988556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1331503689289093, + 0.06986304372549057, + 0.07522118091583252, + 0.13083386421203613, + 0.06635258346796036, + 0.12076884508132935, + 0.2509223222732544, + 0.04830610752105713, + 0.030760005116462708, + 0.07382166385650635 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.3870549499988556 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, the camera slowly pulls back from a low angle, initially focusing on a desolate tundra shrouded in thick, swirling gray fog. Suddenly, a massive foot, composed of weathered rock and ancient lichen, the size of a hill, treads heavily out of the mist. Each step is accompanied by an earth-shaking roar, causing the camera to tremble violently and sending rubble and dust in the foreground flying high. As the camera continues to pull out, the full extent of this mountainous giant gradually emerges: its body is composed of countless sharp gray rocks, riddled with deep crevices and sparse moss vegetation. The outline of its shoulders and head resembles a continuous snowline ridge. In the blurred position of its face, two deep cracks emit a molten orange glow, like the heat of lava, casting a faint, ominous glow in the cold, damp air. It moves at a slow but unstoppable pace across a desolate landscape shrouded in the cold tones of pre-dawn, with thick fog closing in behind it, filling the entire picture with an epic and awe-inspiring apocalyptic atmosphere.", + "seed": 25478, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_2/index_6426_seed_25478_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17445199396461247, + "vlm_logprob": -0.17445199396461247, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.17445199396461247, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20223742723464966 + ], + "opposite_logprob_tokens": [ + -1.7022373676300049 + ], + "logprob_reward": -0.20223742723464966, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20223742723464966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18823198974132538, + 0.1825244277715683, + 0.1285647600889206, + 0.03235572949051857, + 0.1516442894935608, + 0.043426863849163055, + 0.1305430829524994, + 0.0375993512570858, + 0.062086060643196106, + 0.043023448437452316 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.20223742723464966 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647849783301353 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008647849783301353, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647849783301353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16794715821743011, + 0.11785871535539627, + 0.08035505563020706, + 0.05452214926481247, + 0.08401869237422943, + 0.10106037557125092, + 0.10559049248695374, + 0.07805956155061722, + 0.10501635819673538, + 0.1055714339017868 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.008647849783301353 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073880717158318 + ], + "opposite_logprob_tokens": [ + -4.141073703765869 + ], + "logprob_reward": -0.016073880717158318, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073880717158318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35014835000038147, + 0.08460713177919388, + 0.09827655553817749, + 0.0429874025285244, + 0.10278087109327316, + 0.04088287055492401, + 0.05488097667694092, + 0.05786290392279625, + 0.06927165389060974, + 0.09830130636692047 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.016073880717158318 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536413036286831 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536413036286831, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536413036286831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23031340539455414, + 0.07438839972019196, + 0.08244205266237259, + 0.019634442403912544, + 0.054680462926626205, + 0.05849752947688103, + 0.04250200092792511, + 0.0439361035823822, + 0.09456426650285721, + 0.2990413308143616 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.012536413036286831 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327643990516663 + ], + "opposite_logprob_tokens": [ + -0.7577643990516663 + ], + "logprob_reward": -0.6327643990516663, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327643990516663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39080744981765747, + 0.15605074167251587, + 0.046876613050699234, + 0.024161875247955322, + 0.05887275189161301, + 0.03966690972447395, + 0.06935186684131622, + 0.05723124369978905, + 0.08885151147842407, + 0.06812910735607147 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.6327643990516663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, the camera slowly pulls back from a low angle, initially focusing on a desolate tundra shrouded in thick, swirling gray fog. Suddenly, a massive foot, composed of weathered rock and ancient lichen, the size of a hill, treads heavily out of the mist. Each step is accompanied by an earth-shaking roar, causing the camera to tremble violently and sending rubble and dust in the foreground flying high. As the camera continues to pull out, the full extent of this mountainous giant gradually emerges: its body is composed of countless sharp gray rocks, riddled with deep crevices and sparse moss vegetation. The outline of its shoulders and head resembles a continuous snowline ridge. In the blurred position of its face, two deep cracks emit a molten orange glow, like the heat of lava, casting a faint, ominous glow in the cold, damp air. It moves at a slow but unstoppable pace across a desolate landscape shrouded in the cold tones of pre-dawn, with thick fog closing in behind it, filling the entire picture with an epic and awe-inspiring apocalyptic atmosphere.", + "seed": 25479, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_2/index_6426_seed_25479_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.41483473815023897, + "vlm_logprob": -0.41483473815023897, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.41483473815023897, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3140175342559814 + ], + "opposite_logprob_tokens": [ + -0.31401747465133667 + ], + "logprob_reward": -1.3140175342559814, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3140175342559814, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.02029118873178959, + 0.013463767245411873, + 0.01038028858602047, + 0.730674147605896, + 0.160963237285614, + 0.021874411031603813, + 0.0098328972235322, + 0.010953560471534729, + 0.009723416529595852, + 0.011843021027743816 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -1.3140175342559814 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006754660978913307 + ], + "opposite_logprob_tokens": [ + -5.0067548751831055 + ], + "logprob_reward": -0.006754660978913307, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006754660978913307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030195146799087524, + 0.046253979206085205, + 0.00820916797965765, + 0.7186477184295654, + 0.13192522525787354, + 0.008869706653058529, + 0.010855574160814285, + 0.02299395389854908, + 0.013971014879643917, + 0.008078529499471188 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.006754660978913307 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033717118203639984 + ], + "opposite_logprob_tokens": [ + -3.408717155456543 + ], + "logprob_reward": -0.033717118203639984, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033717118203639984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05044354125857353, + 0.02162298932671547, + 0.02037690579891205, + 0.40575864911079407, + 0.2327956110239029, + 0.11393668502569199, + 0.039225511252880096, + 0.03780986741185188, + 0.05538439005613327, + 0.02264590375125408 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.033717118203639984 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634967863559723 + ], + "opposite_logprob_tokens": [ + -3.6513497829437256 + ], + "logprob_reward": -0.02634967863559723, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634967863559723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04671039059758186, + 0.04700854793190956, + 0.03936959430575371, + 0.27136164903640747, + 0.1186937689781189, + 0.05044252425432205, + 0.03245440497994423, + 0.08995213359594345, + 0.24565210938453674, + 0.05835479497909546 + ], + "top_frames": [ + 3, + 8, + 4 + ], + "selected_reward": -0.02634967863559723 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.693334698677063 + ], + "opposite_logprob_tokens": [ + -0.693334698677063 + ], + "logprob_reward": -0.693334698677063, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.693334698677063, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.011847434565424919, + 0.0058926125057041645, + 0.007885321974754333, + 0.8875932097434998, + 0.05312105640769005, + 0.011141498573124409, + 0.005533110350370407, + 0.008090129122138023, + 0.0041798739694058895, + 0.004715779796242714 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.693334698677063 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "powerful overhead shot, the camera slowly pulls back from a low angle, initially focusing on a desolate tundra shrouded in thick, swirling gray fog. Suddenly, a massive foot, composed of weathered rock and ancient lichen, the size of a hill, treads heavily out of the mist. Each step is accompanied by an earth-shaking roar, causing the camera to tremble violently and sending rubble and dust in the foreground flying high. As the camera continues to pull out, the full extent of this mountainous giant gradually emerges: its body is composed of countless sharp gray rocks, riddled with deep crevices and sparse moss vegetation. The outline of its shoulders and head resembles a continuous snowline ridge. In the blurred position of its face, two deep cracks emit a molten orange glow, like the heat of lava, casting a faint, ominous glow in the cold, damp air. It moves at a slow but unstoppable pace across a desolate landscape shrouded in the cold tones of pre-dawn, with thick fog closing in behind it, filling the entire picture with an epic and awe-inspiring apocalyptic atmosphere.", + "seed": 25480, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_2/index_6426_seed_25480_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.164056939445436, + "vlm_logprob": -0.164056939445436, + "vlm_yes_no_margin": 2.649999976158142, + "vlm_token_credit": -0.164056939445436, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08990802615880966 + ], + "opposite_logprob_tokens": [ + -2.4649081230163574 + ], + "logprob_reward": -0.08990802615880966, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08990802615880966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11054645478725433, + 0.11427953094244003, + 0.188998743891716, + 0.16587956249713898, + 0.08574787527322769, + 0.16423030197620392, + 0.09989041090011597, + 0.03586568683385849, + 0.01366792619228363, + 0.020893484354019165 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.08990802615880966 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089595966041088 + ], + "opposite_logprob_tokens": [ + -4.51108980178833 + ], + "logprob_reward": -0.011089595966041088, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089595966041088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40234139561653137, + 0.08556622266769409, + 0.07499024271965027, + 0.049485474824905396, + 0.06338690221309662, + 0.06402623653411865, + 0.035427819937467575, + 0.07030417025089264, + 0.06748121976852417, + 0.08699025213718414 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.011089595966041088 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077987849712372 + ], + "opposite_logprob_tokens": [ + -4.141077995300293 + ], + "logprob_reward": -0.016077987849712372, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077987849712372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2935088276863098, + 0.10368334501981735, + 0.1410554051399231, + 0.13484086096286774, + 0.0619686134159565, + 0.042325228452682495, + 0.05499230697751045, + 0.058814361691474915, + 0.05508381873369217, + 0.05372724309563637 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.016077987849712372 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270810216665268 + ], + "opposite_logprob_tokens": [ + -2.1270809173583984 + ], + "logprob_reward": -0.1270810216665268, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270810216665268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1295918971300125, + 0.04814992845058441, + 0.11226533353328705, + 0.07371924817562103, + 0.1756613701581955, + 0.09953445941209793, + 0.06863301992416382, + 0.1416853815317154, + 0.059417836368083954, + 0.09134148806333542 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.1270810216665268 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate tundra shrouded in thick, swirling gray fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive foot composed of weathered rock and ancient lichen visible treading out of the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant's body consist of countless sharp gray rocks with deep crevices and sparse moss vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two deep cracks in the giant's face emit a molten orange glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low angle and slowly pull back while trembling violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761280655860901 + ], + "opposite_logprob_tokens": [ + -0.8261280655860901 + ], + "logprob_reward": -0.5761280655860901, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761280655860901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15493007004261017, + 0.13135598599910736, + 0.05297520384192467, + 0.09717557579278946, + 0.10528376698493958, + 0.20734082162380219, + 0.06846790015697479, + 0.048592615872621536, + 0.1062997579574585, + 0.027578294277191162 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.5761280655860901 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_3/index_tensor([1150, 1150])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_3/index_tensor([1150, 1150])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7b88331364c2a163a460e1cd6150f4cc2a99ad08 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_3/index_tensor([1150, 1150])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "majestic long shot, the camera panning rightward at a slow, majestic pace, follows a sinuous Chinese dragon soaring above a boundless sea of clouds. The dragon's body, slender and powerful, is covered in countless golden scales, gleaming in the soft glow of the rising sun, its every rise and fall reflecting a warm light. Its head is raised majestically, its towering horns pointing heavenward. Its amber eyes gleam with an ancient wisdom, and its fiery red mane, stretching from its neck to its tail, flows like a blazing flame. Two signature silver-white whiskers dangle from its nose, gracefully curling and swaying on the cloud-moving air, brimming with vibrant vitality. Its body moves with fluid, undulating movements, effortlessly weaving through the thick, cotton-wool clouds. Each swing stirs the clouds below, creating gently swirling vortices. The entire picture is shrouded in a sacred and tranquil atmosphere. The golden sunlight penetrates the clouds, coating the edge of the turbulent sea of clouds with a brilliant orange-red color, creating a sense of visual epic that is both magnificent and peaceful.", + "seed": 17201, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_3/index_1150_seed_17201_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09115046560764313, + "vlm_logprob": -0.09115046560764313, + "vlm_yes_no_margin": 4.025000011920929, + "vlm_token_credit": -0.09115046560764313, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0029639145359396935 + ], + "opposite_logprob_tokens": [ + -5.877964019775391 + ], + "logprob_reward": -0.0029639145359396935, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0029639145359396935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13957151770591736, + 0.03379985690116882, + 0.18704569339752197, + 0.09811856597661972, + 0.11134985089302063, + 0.18987098336219788, + 0.06651166081428528, + 0.07058657705783844, + 0.043634217232465744, + 0.059511058032512665 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.0029639145359396935 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495768040418625 + ], + "opposite_logprob_tokens": [ + -2.929957628250122 + ], + "logprob_reward": -0.05495768040418625, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495768040418625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.089629165828228, + 0.10140708833932877, + 0.5518657565116882, + 0.035243287682533264, + 0.029941696673631668, + 0.04583084583282471, + 0.047887422144412994, + 0.017667589709162712, + 0.03277810662984848, + 0.04774902015924454 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.05495768040418625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627766579389572 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.007627766579389572, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627766579389572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1326899379491806, + 0.06651151925325394, + 0.27505525946617126, + 0.04271050915122032, + 0.14762796461582184, + 0.04258584976196289, + 0.060523152351379395, + 0.03374985605478287, + 0.13906843960285187, + 0.05947752296924591 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.007627766579389572 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38701122999191284 + ], + "opposite_logprob_tokens": [ + -1.1370112895965576 + ], + "logprob_reward": -0.38701122999191284, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.38701122999191284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05184219032526016, + 0.09522289037704468, + 0.2573927938938141, + 0.16890528798103333, + 0.04035588726401329, + 0.07988899201154709, + 0.06839247792959213, + 0.08654898405075073, + 0.12408830225467682, + 0.027362197637557983 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.38701122999191284 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003191736526787281 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.003191736526787281, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003191736526787281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09924223273992538, + 0.06265557557344437, + 0.4013957381248474, + 0.04892805591225624, + 0.1185077577829361, + 0.0695265531539917, + 0.053247932344675064, + 0.016245227307081223, + 0.043539371341466904, + 0.08671148866415024 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.003191736526787281 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic long shot, the camera panning rightward at a slow, majestic pace, follows a sinuous Chinese dragon soaring above a boundless sea of clouds. The dragon's body, slender and powerful, is covered in countless golden scales, gleaming in the soft glow of the rising sun, its every rise and fall reflecting a warm light. Its head is raised majestically, its towering horns pointing heavenward. Its amber eyes gleam with an ancient wisdom, and its fiery red mane, stretching from its neck to its tail, flows like a blazing flame. Two signature silver-white whiskers dangle from its nose, gracefully curling and swaying on the cloud-moving air, brimming with vibrant vitality. Its body moves with fluid, undulating movements, effortlessly weaving through the thick, cotton-wool clouds. Each swing stirs the clouds below, creating gently swirling vortices. The entire picture is shrouded in a sacred and tranquil atmosphere. The golden sunlight penetrates the clouds, coating the edge of the turbulent sea of clouds with a brilliant orange-red color, creating a sense of visual epic that is both magnificent and peaceful.", + "seed": 17202, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_3/index_1150_seed_17202_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15023595564998687, + "vlm_logprob": -0.15023595564998687, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.15023595564998687, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0023642226587980986 + ], + "opposite_logprob_tokens": [ + -6.127364158630371 + ], + "logprob_reward": -0.0023642226587980986, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0023642226587980986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013350896537303925, + 0.012714562006294727, + 0.011950318701565266, + 0.010965855792164803, + 0.886883556842804, + 0.00727770896628499, + 0.021318374201655388, + 0.016190055757761, + 0.009323851205408573, + 0.010024798102676868 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.0023642226587980986 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033709973096847534 + ], + "opposite_logprob_tokens": [ + -3.40871000289917 + ], + "logprob_reward": -0.033709973096847534, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033709973096847534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06309206783771515, + 0.06729363650083542, + 0.061956051737070084, + 0.035723600536584854, + 0.1263173520565033, + 0.034398581832647324, + 0.29185739159584045, + 0.06859201937913895, + 0.08298679441213608, + 0.16778253018856049 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.033709973096847534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186485394835472 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.018186485394835472, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186485394835472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030208565294742584, + 0.0269909854978323, + 0.022378873080015182, + 0.015101714991033077, + 0.7380788326263428, + 0.019846515730023384, + 0.06578483432531357, + 0.025264600291848183, + 0.020770031958818436, + 0.03557505086064339 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.018186485394835472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933038234710693 + ], + "opposite_logprob_tokens": [ + -0.6933038234710693 + ], + "logprob_reward": -0.6933038234710693, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933038234710693, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07436373829841614, + 0.014523292891681194, + 0.03534357249736786, + 0.03810887783765793, + 0.5024319291114807, + 0.015777330845594406, + 0.23756664991378784, + 0.016726626083254814, + 0.013578026555478573, + 0.05157994478940964 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.6933038234710693 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615273628383875 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.003615273628383875, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615273628383875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011284418404102325, + 0.0043980833142995834, + 0.013195290230214596, + 0.006324366200715303, + 0.9492019414901733, + 0.001293476321734488, + 0.008791143074631691, + 0.0021723827812820673, + 0.001026153564453125, + 0.00231268722563982 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.003615273628383875 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "majestic long shot, the camera panning rightward at a slow, majestic pace, follows a sinuous Chinese dragon soaring above a boundless sea of clouds. The dragon's body, slender and powerful, is covered in countless golden scales, gleaming in the soft glow of the rising sun, its every rise and fall reflecting a warm light. Its head is raised majestically, its towering horns pointing heavenward. Its amber eyes gleam with an ancient wisdom, and its fiery red mane, stretching from its neck to its tail, flows like a blazing flame. Two signature silver-white whiskers dangle from its nose, gracefully curling and swaying on the cloud-moving air, brimming with vibrant vitality. Its body moves with fluid, undulating movements, effortlessly weaving through the thick, cotton-wool clouds. Each swing stirs the clouds below, creating gently swirling vortices. The entire picture is shrouded in a sacred and tranquil atmosphere. The golden sunlight penetrates the clouds, coating the edge of the turbulent sea of clouds with a brilliant orange-red color, creating a sense of visual epic that is both magnificent and peaceful.", + "seed": 17203, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_3/index_1150_seed_17203_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1590814394876361, + "vlm_logprob": -0.1590814394876361, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.1590814394876361, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0020402108784765005 + ], + "opposite_logprob_tokens": [ + -6.252040386199951 + ], + "logprob_reward": -0.0020402108784765005, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0020402108784765005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17918901145458221, + 0.14098335802555084, + 0.04620171710848808, + 0.15955543518066406, + 0.18775200843811035, + 0.03348720446228981, + 0.045614104717969894, + 0.08163023740053177, + 0.06550685316324234, + 0.06008007749915123 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.0020402108784765005 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058931440114975 + ], + "opposite_logprob_tokens": [ + -3.8955893516540527 + ], + "logprob_reward": -0.02058931440114975, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058931440114975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09887479245662689, + 0.2058374583721161, + 0.07516108453273773, + 0.036943480372428894, + 0.13984423875808716, + 0.053284402936697006, + 0.09924080967903137, + 0.18121065199375153, + 0.0680665597319603, + 0.04153650999069214 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.02058931440114975 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537237256765366 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.012537237256765366, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537237256765366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09349905699491501, + 0.060565732419490814, + 0.0745978057384491, + 0.05843952298164368, + 0.2435479611158371, + 0.044211648404598236, + 0.07330041378736496, + 0.10567045211791992, + 0.21297945082187653, + 0.03318791091442108 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.012537237256765366 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.75775146484375 + ], + "opposite_logprob_tokens": [ + -0.63275146484375 + ], + "logprob_reward": -0.75775146484375, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.75775146484375, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07121829688549042, + 0.07159586250782013, + 0.1058744564652443, + 0.029623309150338173, + 0.3172321617603302, + 0.03959829732775688, + 0.1302015781402588, + 0.05506984144449234, + 0.1164206862449646, + 0.06316552311182022 + ], + "top_frames": [ + 4, + 6, + 8 + ], + "selected_reward": -0.75775146484375 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024889700580388308 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.0024889700580388308, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024889700580388308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2706996500492096, + 0.21468420326709747, + 0.07220886647701263, + 0.06680082529783249, + 0.1374521404504776, + 0.04563717916607857, + 0.06791830062866211, + 0.04051104560494423, + 0.04051037132740021, + 0.04357738792896271 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0024889700580388308 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "majestic long shot, the camera panning rightward at a slow, majestic pace, follows a sinuous Chinese dragon soaring above a boundless sea of clouds. The dragon's body, slender and powerful, is covered in countless golden scales, gleaming in the soft glow of the rising sun, its every rise and fall reflecting a warm light. Its head is raised majestically, its towering horns pointing heavenward. Its amber eyes gleam with an ancient wisdom, and its fiery red mane, stretching from its neck to its tail, flows like a blazing flame. Two signature silver-white whiskers dangle from its nose, gracefully curling and swaying on the cloud-moving air, brimming with vibrant vitality. Its body moves with fluid, undulating movements, effortlessly weaving through the thick, cotton-wool clouds. Each swing stirs the clouds below, creating gently swirling vortices. The entire picture is shrouded in a sacred and tranquil atmosphere. The golden sunlight penetrates the clouds, coating the edge of the turbulent sea of clouds with a brilliant orange-red color, creating a sense of visual epic that is both magnificent and peaceful.", + "seed": 17204, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_3/index_1150_seed_17204_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14284878792241215, + "vlm_logprob": -0.14284878792241215, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.14284878792241215, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0061109126545488834 + ], + "opposite_logprob_tokens": [ + -5.131111145019531 + ], + "logprob_reward": -0.0061109126545488834, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0061109126545488834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1325720250606537, + 0.12942931056022644, + 0.06031638756394386, + 0.07092306762933731, + 0.2918992340564728, + 0.04074634984135628, + 0.041714366525411606, + 0.03961040824651718, + 0.07059349864721298, + 0.12219537049531937 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0061109126545488834 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031528025865555 + ], + "opposite_logprob_tokens": [ + -2.3503153324127197 + ], + "logprob_reward": -0.10031528025865555, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031528025865555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04871509224176407, + 0.03327837213873863, + 0.024483557790517807, + 0.015349004417657852, + 0.6821519136428833, + 0.010461941361427307, + 0.009890427812933922, + 0.014840243384242058, + 0.04227609932422638, + 0.11855332553386688 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.10031528025865555 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979959361255169 + ], + "opposite_logprob_tokens": [ + -3.529799699783325 + ], + "logprob_reward": -0.02979959361255169, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979959361255169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08397437632083893, + 0.05004069581627846, + 0.12163634598255157, + 0.06986089795827866, + 0.14430750906467438, + 0.03798970952630043, + 0.05784749239683151, + 0.06357987225055695, + 0.11754385381937027, + 0.25321927666664124 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.02979959361255169 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5760781168937683 + ], + "opposite_logprob_tokens": [ + -0.8260781168937683 + ], + "logprob_reward": -0.5760781168937683, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5760781168937683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.016125235706567764, + 0.018137874081730843, + 0.014728412963449955, + 0.009381258860230446, + 0.8617820143699646, + 0.013108491897583008, + 0.008140903897583485, + 0.006312207318842411, + 0.022625764831900597, + 0.029657796025276184 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.5760781168937683 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Chinese dragon visible soaring above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in golden scales that gleam in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon have amber eyes and a fiery red mane flowing from its neck to its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera panning rightward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show golden sunlight coating the clouds with an orange-red color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001940036192536354 + ], + "opposite_logprob_tokens": [ + -6.2519402503967285 + ], + "logprob_reward": -0.001940036192536354, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001940036192536354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05312703177332878, + 0.07406306266784668, + 0.03406402841210365, + 0.031055167317390442, + 0.7031504511833191, + 0.016642436385154724, + 0.013440138660371304, + 0.02093670330941677, + 0.017947722226381302, + 0.03557322546839714 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.001940036192536354 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_4/index_tensor([8409, 8409])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_4/index_tensor([8409, 8409])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a361a3659cfee8fb3cbfc5d465f8fc5c411957bd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_4/index_tensor([8409, 8409])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "rapid, horizontal pan shot, shot from a low angle, follows the swift movements of a mythical creature. Amidst a vibrant, emerald bamboo forest, sunlight filtering through the dense foliage, casting countless shimmering spots of light, a nine-tailed fox, pure white as snow, without a single other color, suddenly bursts from the shadows deep within the bamboo grove with explosive, almost silent speed. Its shaggy fur gleams like silk in the dappled forest light. Its amber eyes, agile and cunning, stare fixed forward. Its body lowers, its limbs powerfully striking the damp, fallen leaves, sending a shower of shredded leaves flying. Its nine enormous, ornate tails unfurl behind it, fanning out in full force. As its body leaps, the tip of each tail traces a distinct, graceful white arc through the air, creating a striking, powerful visual contrast against the dense, upright green bamboo stalks in the background. The entire picture is full of dynamic tension and a sacred yet wild beauty, achieving a perfect balance between the cool green background and the warm white of the main body, creating an atmosphere of shock and ethereal beauty that is caught in a glimpse of tranquil nature.", + "seed": 23291, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_4/index_8409_seed_23291_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03543505789712072, + "vlm_logprob": -0.03543505789712072, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.03543505789712072, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06356300413608551 + ], + "opposite_logprob_tokens": [ + -2.813563108444214 + ], + "logprob_reward": -0.06356300413608551, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06356300413608551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12335038185119629, + 0.03599727153778076, + 0.03752725571393967, + 0.2313186377286911, + 0.09092171490192413, + 0.09502676129341125, + 0.18204481899738312, + 0.1364726722240448, + 0.024353323504328728, + 0.042987190186977386 + ], + "top_frames": [ + 3, + 6, + 7 + ], + "selected_reward": -0.06356300413608551 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647762048989534 + ], + "opposite_logprob_tokens": [ + -5.379647731781006 + ], + "logprob_reward": -0.004647762048989534, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647762048989534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14435826241970062, + 0.22726473212242126, + 0.03918416053056717, + 0.08706062287092209, + 0.08423159271478653, + 0.13840052485466003, + 0.03750087320804596, + 0.11338106542825699, + 0.07725714147090912, + 0.051361050456762314 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.004647762048989534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348169893026352 + ], + "opposite_logprob_tokens": [ + -3.651348114013672 + ], + "logprob_reward": -0.026348169893026352, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348169893026352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12654978036880493, + 0.12194589525461197, + 0.04440611973404884, + 0.13715031743049622, + 0.10213107615709305, + 0.11932999640703201, + 0.06963934749364853, + 0.1228688508272171, + 0.08912573754787445, + 0.06685288995504379 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.026348169893026352 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020587561652064323 + ], + "opposite_logprob_tokens": [ + -3.89558744430542 + ], + "logprob_reward": -0.020587561652064323, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020587561652064323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14024412631988525, + 0.04334958642721176, + 0.02712114341557026, + 0.07317652553319931, + 0.12383225560188293, + 0.07438206672668457, + 0.3452508747577667, + 0.11261515319347382, + 0.025480138137936592, + 0.03454810753464699 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.020587561652064323 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202879175543785 + ], + "opposite_logprob_tokens": [ + -2.8120288848876953 + ], + "logprob_reward": -0.06202879175543785, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202879175543785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12304482609033585, + 0.08454123884439468, + 0.03407418727874756, + 0.17760434746742249, + 0.14248797297477722, + 0.11380624026060104, + 0.052506223320961, + 0.08617252111434937, + 0.12052687257528305, + 0.06523565948009491 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.06202879175543785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "rapid, horizontal pan shot, shot from a low angle, follows the swift movements of a mythical creature. Amidst a vibrant, emerald bamboo forest, sunlight filtering through the dense foliage, casting countless shimmering spots of light, a nine-tailed fox, pure white as snow, without a single other color, suddenly bursts from the shadows deep within the bamboo grove with explosive, almost silent speed. Its shaggy fur gleams like silk in the dappled forest light. Its amber eyes, agile and cunning, stare fixed forward. Its body lowers, its limbs powerfully striking the damp, fallen leaves, sending a shower of shredded leaves flying. Its nine enormous, ornate tails unfurl behind it, fanning out in full force. As its body leaps, the tip of each tail traces a distinct, graceful white arc through the air, creating a striking, powerful visual contrast against the dense, upright green bamboo stalks in the background. The entire picture is full of dynamic tension and a sacred yet wild beauty, achieving a perfect balance between the cool green background and the warm white of the main body, creating an atmosphere of shock and ethereal beauty that is caught in a glimpse of tranquil nature.", + "seed": 23292, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_4/index_8409_seed_23292_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05257217530161142, + "vlm_logprob": -0.05257217530161142, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.05257217530161142, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11482205241918564 + ], + "opposite_logprob_tokens": [ + -2.2398221492767334 + ], + "logprob_reward": -0.11482205241918564, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11482205241918564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10291270166635513, + 0.11020385473966599, + 0.042025163769721985, + 0.04551023989915848, + 0.20295973122119904, + 0.04554878547787666, + 0.0931302160024643, + 0.05965612083673477, + 0.17233078181743622, + 0.1257224828004837 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.11482205241918564 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009798997081816196 + ], + "opposite_logprob_tokens": [ + -4.634799003601074 + ], + "logprob_reward": -0.009798997081816196, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009798997081816196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20618824660778046, + 0.07097835093736649, + 0.035499680787324905, + 0.05224702134728432, + 0.03881097957491875, + 0.03375554829835892, + 0.03249852731823921, + 0.05936511233448982, + 0.4142495095729828, + 0.05640702322125435 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.009798997081816196 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062042124569416046 + ], + "opposite_logprob_tokens": [ + -2.812042236328125 + ], + "logprob_reward": -0.062042124569416046, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062042124569416046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09592650830745697, + 0.07287600636482239, + 0.015956802293658257, + 0.048608724027872086, + 0.03293612226843834, + 0.047070473432540894, + 0.02544420212507248, + 0.3296307921409607, + 0.2981460392475128, + 0.03340434283018112 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.062042124569416046 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810648247599602 + ], + "opposite_logprob_tokens": [ + -3.2881064414978027 + ], + "logprob_reward": -0.03810648247599602, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810648247599602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09861313551664352, + 0.09394504129886627, + 0.05775953456759453, + 0.035197388380765915, + 0.2107183188199997, + 0.04485062137246132, + 0.09657137840986252, + 0.07084053009748459, + 0.14290589094161987, + 0.14859819412231445 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.03810648247599602 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809121996164322 + ], + "opposite_logprob_tokens": [ + -3.2880911827087402 + ], + "logprob_reward": -0.03809121996164322, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809121996164322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0912744551897049, + 0.13733921945095062, + 0.06029563769698143, + 0.3642497658729553, + 0.04163222387433052, + 0.043154340237379074, + 0.0428348034620285, + 0.07790851593017578, + 0.10788780450820923, + 0.033423230051994324 + ], + "top_frames": [ + 3, + 1, + 8 + ], + "selected_reward": -0.03809121996164322 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "rapid, horizontal pan shot, shot from a low angle, follows the swift movements of a mythical creature. Amidst a vibrant, emerald bamboo forest, sunlight filtering through the dense foliage, casting countless shimmering spots of light, a nine-tailed fox, pure white as snow, without a single other color, suddenly bursts from the shadows deep within the bamboo grove with explosive, almost silent speed. Its shaggy fur gleams like silk in the dappled forest light. Its amber eyes, agile and cunning, stare fixed forward. Its body lowers, its limbs powerfully striking the damp, fallen leaves, sending a shower of shredded leaves flying. Its nine enormous, ornate tails unfurl behind it, fanning out in full force. As its body leaps, the tip of each tail traces a distinct, graceful white arc through the air, creating a striking, powerful visual contrast against the dense, upright green bamboo stalks in the background. The entire picture is full of dynamic tension and a sacred yet wild beauty, achieving a perfect balance between the cool green background and the warm white of the main body, creating an atmosphere of shock and ethereal beauty that is caught in a glimpse of tranquil nature.", + "seed": 23293, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_4/index_8409_seed_23293_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05108514800667763, + "vlm_logprob": -0.05108514800667763, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.05108514800667763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0912003144621849 + ], + "opposite_logprob_tokens": [ + -2.466200351715088 + ], + "logprob_reward": -0.0912003144621849, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0912003144621849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0836954191327095, + 0.07006236910820007, + 0.07563143968582153, + 0.10014685243368149, + 0.04512472078204155, + 0.22377105057239532, + 0.07070846110582352, + 0.05074087902903557, + 0.1696157157421112, + 0.11050307005643845 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.0912003144621849 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820591650903225 + ], + "opposite_logprob_tokens": [ + -4.0182061195373535 + ], + "logprob_reward": -0.01820591650903225, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820591650903225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21508492529392242, + 0.16256389021873474, + 0.08003848046064377, + 0.062341269105672836, + 0.07311762869358063, + 0.05231131240725517, + 0.06744848191738129, + 0.056039340794086456, + 0.08100663125514984, + 0.15004804730415344 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.01820591650903225 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903259038925171 + ], + "opposite_logprob_tokens": [ + -2.4640326499938965 + ], + "logprob_reward": -0.08903259038925171, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903259038925171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09002546221017838, + 0.16572889685630798, + 0.14076274633407593, + 0.12120983004570007, + 0.09606840461492538, + 0.12088008970022202, + 0.06378921866416931, + 0.03323649615049362, + 0.04710923880338669, + 0.12118969112634659 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.08903259038925171 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329331450164318 + ], + "opposite_logprob_tokens": [ + -3.7732932567596436 + ], + "logprob_reward": -0.02329331450164318, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329331450164318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05045569688081741, + 0.0914807990193367, + 0.05360633134841919, + 0.09393347799777985, + 0.04085804894566536, + 0.3116495907306671, + 0.06256692856550217, + 0.042101819068193436, + 0.1898401975631714, + 0.06350710242986679 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.02329331450164318 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369360417127609 + ], + "opposite_logprob_tokens": [ + -3.408693552017212 + ], + "logprob_reward": -0.03369360417127609, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369360417127609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11998626589775085, + 0.1354476660490036, + 0.12154915928840637, + 0.12341971695423126, + 0.07157624512910843, + 0.16429705917835236, + 0.056679077446460724, + 0.06030995026230812, + 0.08370739221572876, + 0.06302749365568161 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.03369360417127609 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "rapid, horizontal pan shot, shot from a low angle, follows the swift movements of a mythical creature. Amidst a vibrant, emerald bamboo forest, sunlight filtering through the dense foliage, casting countless shimmering spots of light, a nine-tailed fox, pure white as snow, without a single other color, suddenly bursts from the shadows deep within the bamboo grove with explosive, almost silent speed. Its shaggy fur gleams like silk in the dappled forest light. Its amber eyes, agile and cunning, stare fixed forward. Its body lowers, its limbs powerfully striking the damp, fallen leaves, sending a shower of shredded leaves flying. Its nine enormous, ornate tails unfurl behind it, fanning out in full force. As its body leaps, the tip of each tail traces a distinct, graceful white arc through the air, creating a striking, powerful visual contrast against the dense, upright green bamboo stalks in the background. The entire picture is full of dynamic tension and a sacred yet wild beauty, achieving a perfect balance between the cool green background and the warm white of the main body, creating an atmosphere of shock and ethereal beauty that is caught in a glimpse of tranquil nature.", + "seed": 23294, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_4/index_8409_seed_23294_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.035171333327889444, + "vlm_logprob": -0.035171333327889444, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.035171333327889444, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07096679508686066 + ], + "opposite_logprob_tokens": [ + -2.6959667205810547 + ], + "logprob_reward": -0.07096679508686066, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07096679508686066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0551837757229805, + 0.07637520879507065, + 0.01011485792696476, + 0.017514750361442566, + 0.04276011139154434, + 0.08260951191186905, + 0.027389541268348694, + 0.6398112773895264, + 0.023866573348641396, + 0.02437441423535347 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.07096679508686066 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420646533370018 + ], + "opposite_logprob_tokens": [ + -4.264206409454346 + ], + "logprob_reward": -0.01420646533370018, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420646533370018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11898664385080338, + 0.20732896029949188, + 0.016743894666433334, + 0.10853074491024017, + 0.04383676499128342, + 0.06109725683927536, + 0.02098086290061474, + 0.23693087697029114, + 0.02540041320025921, + 0.16016362607479095 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.01420646533370018 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369544818997383 + ], + "opposite_logprob_tokens": [ + -3.4086954593658447 + ], + "logprob_reward": -0.03369544818997383, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369544818997383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05790424346923828, + 0.18409615755081177, + 0.034539494663476944, + 0.10564664006233215, + 0.07712840288877487, + 0.08642750233411789, + 0.018406134098768234, + 0.34169134497642517, + 0.04868725687265396, + 0.04547283425927162 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.03369544818997383 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370582312345505 + ], + "opposite_logprob_tokens": [ + -3.408705711364746 + ], + "logprob_reward": -0.03370582312345505, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370582312345505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05678961053490639, + 0.06521450728178024, + 0.017468353733420372, + 0.07408441603183746, + 0.09399668872356415, + 0.20190481841564178, + 0.04145216941833496, + 0.3321307897567749, + 0.043038297444581985, + 0.07392031699419022 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.03370582312345505 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a nine-tailed fox that is pure white with no other colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vibrant emerald bamboo forest with sunlight filtering through the foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox burst from the shadows with explosive speed, striking leaves and sending them flying?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fox's nine enormous, ornate tails unfurled behind it, tracing white arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a rapid horizontal pan taken from a low angle following the creature's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282134905457497 + ], + "opposite_logprob_tokens": [ + -3.773282051086426 + ], + "logprob_reward": -0.023282134905457497, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282134905457497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09505264461040497, + 0.050458796322345734, + 0.035708554089069366, + 0.04061923548579216, + 0.07494361698627472, + 0.0508858822286129, + 0.02141687087714672, + 0.20627154409885406, + 0.05826421082019806, + 0.36637863516807556 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.023282134905457497 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_5/index_tensor([4283, 4283])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_5/index_tensor([4283, 4283])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..da3e18e3223e6b57b7210dfe476b2a34c63d4e50 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_5/index_tensor([4283, 4283])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An ultra-detailed, macro, high-speed photograph captures a static, extreme close-up of a glistening droplet of water at the precise, frozen moment of impact. The focal point, suspended above the splash, is a rough, pitted metal pipe, its surface a tapestry of dark brown and burnt Siena rust, smooth with condensation. The droplet has just struck the mirrored, still surface of a shallow puddle nestled on a dark, cracked asphalt surface. The impact violently creates a short-lived, symmetrical crater. A delicate, crown-like splash erupts outward from the rim, its edges shattering into countless smaller, shimmering pearls suspended in mid-air. Simultaneously, from the epicenter of the collision, a graceful column of water rebounds upward in an elegant jet, momentarily defying gravity as a smaller droplet begins to form at its tip. The entire scene is illuminated by sharp, high-contrast lighting from a single off-camera light source, sculpting every tiny detail and creating brilliant, crystal-like, mirror-like highlights in the water's dynamic form, contrasting sharply with the inky black asphalt below. Atmosphere is an intense scientific focus that reveals the dramatic beauty hidden in microscopic and fleeting events.", + "seed": 28831, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_5/index_4283_seed_28831_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.28213616982102396, + "vlm_logprob": -0.28213616982102396, + "vlm_yes_no_margin": 2.9999999523162844, + "vlm_token_credit": -0.28213616982102396, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.314907431602478 + ], + "opposite_logprob_tokens": [ + -0.31490740180015564 + ], + "logprob_reward": -1.314907431602478, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.314907431602478, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15313753485679626, + 0.05508772283792496, + 0.022906161844730377, + 0.023617029190063477, + 0.018263941630721092, + 0.03301316127181053, + 0.02641465701162815, + 0.03919999673962593, + 0.043453868478536606, + 0.5849058628082275 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -1.314907431602478 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029854439198970795 + ], + "opposite_logprob_tokens": [ + -3.5298545360565186 + ], + "logprob_reward": -0.029854439198970795, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029854439198970795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2888818681240082, + 0.058488160371780396, + 0.05093434453010559, + 0.04057411104440689, + 0.03799990564584732, + 0.02142837829887867, + 0.08532111346721649, + 0.0461282916367054, + 0.055727407336235046, + 0.3145163953304291 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.029854439198970795 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430884063243866 + ], + "opposite_logprob_tokens": [ + -3.168088436126709 + ], + "logprob_reward": -0.0430884063243866, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430884063243866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29740166664123535, + 0.08913502842187881, + 0.14725655317306519, + 0.060077376663684845, + 0.028888989239931107, + 0.020268013700842857, + 0.1025206446647644, + 0.05781642347574234, + 0.06581777334213257, + 0.1308174580335617 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.0430884063243866 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046443212777376175 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.0046443212777376175, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046443212777376175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18012452125549316, + 0.053333647549152374, + 0.08008144050836563, + 0.05166224390268326, + 0.023336855694651604, + 0.1015029326081276, + 0.05185328423976898, + 0.025444122031331062, + 0.06904570013284683, + 0.3636152446269989 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.0046443212777376175 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818625070154667 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.01818625070154667, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818625070154667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1593061238527298, + 0.1092928871512413, + 0.0543999969959259, + 0.052394330501556396, + 0.031074702739715576, + 0.027641361579298973, + 0.032675500959157944, + 0.029740294441580772, + 0.05629108101129532, + 0.4471836984157562 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.01818625070154667 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An ultra-detailed, macro, high-speed photograph captures a static, extreme close-up of a glistening droplet of water at the precise, frozen moment of impact. The focal point, suspended above the splash, is a rough, pitted metal pipe, its surface a tapestry of dark brown and burnt Siena rust, smooth with condensation. The droplet has just struck the mirrored, still surface of a shallow puddle nestled on a dark, cracked asphalt surface. The impact violently creates a short-lived, symmetrical crater. A delicate, crown-like splash erupts outward from the rim, its edges shattering into countless smaller, shimmering pearls suspended in mid-air. Simultaneously, from the epicenter of the collision, a graceful column of water rebounds upward in an elegant jet, momentarily defying gravity as a smaller droplet begins to form at its tip. The entire scene is illuminated by sharp, high-contrast lighting from a single off-camera light source, sculpting every tiny detail and creating brilliant, crystal-like, mirror-like highlights in the water's dynamic form, contrasting sharply with the inky black asphalt below. Atmosphere is an intense scientific focus that reveals the dramatic beauty hidden in microscopic and fleeting events.", + "seed": 28832, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_5/index_4283_seed_28832_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.061340123903937636, + "vlm_logprob": -0.061340123903937636, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.061340123903937636, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023996863514184952 + ], + "opposite_logprob_tokens": [ + -3.7739968299865723 + ], + "logprob_reward": -0.023996863514184952, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023996863514184952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04773560166358948, + 0.03148829936981201, + 0.05083472281694412, + 0.5478332042694092, + 0.053354378789663315, + 0.022075213491916656, + 0.017165953293442726, + 0.11194922029972076, + 0.08032304048538208, + 0.03724045306444168 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.023996863514184952 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908482640981674 + ], + "opposite_logprob_tokens": [ + -2.4640848636627197 + ], + "logprob_reward": -0.08908482640981674, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908482640981674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1944633573293686, + 0.0866323709487915, + 0.09365037083625793, + 0.1325743943452835, + 0.12769748270511627, + 0.08208310604095459, + 0.031519610434770584, + 0.1223517432808876, + 0.020230507478117943, + 0.1087971106171608 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.08908482640981674 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990219593048096 + ], + "opposite_logprob_tokens": [ + -1.804902195930481 + ], + "logprob_reward": -0.17990219593048096, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990219593048096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08482782542705536, + 0.11385161429643631, + 0.09275604784488678, + 0.2792443335056305, + 0.13062450289726257, + 0.03920581564307213, + 0.029504744336009026, + 0.05358850955963135, + 0.08791077136993408, + 0.08848586678504944 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.17990219593048096 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011812621960416436 + ], + "opposite_logprob_tokens": [ + -6.751181125640869 + ], + "logprob_reward": -0.0011812621960416436, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011812621960416436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20417864620685577, + 0.045760247856378555, + 0.07925420254468918, + 0.10851180553436279, + 0.09782492369413376, + 0.07033970206975937, + 0.03202113136649132, + 0.08772379904985428, + 0.15936510264873505, + 0.11502048373222351 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0011812621960416436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535471469163895 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535471469163895, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535471469163895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16438889503479004, + 0.08839129656553268, + 0.06587518006563187, + 0.22887858748435974, + 0.05882091075181961, + 0.03807789459824562, + 0.03700270876288414, + 0.08143308013677597, + 0.0758114606142044, + 0.1613200306892395 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.012535471469163895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An ultra-detailed, macro, high-speed photograph captures a static, extreme close-up of a glistening droplet of water at the precise, frozen moment of impact. The focal point, suspended above the splash, is a rough, pitted metal pipe, its surface a tapestry of dark brown and burnt Siena rust, smooth with condensation. The droplet has just struck the mirrored, still surface of a shallow puddle nestled on a dark, cracked asphalt surface. The impact violently creates a short-lived, symmetrical crater. A delicate, crown-like splash erupts outward from the rim, its edges shattering into countless smaller, shimmering pearls suspended in mid-air. Simultaneously, from the epicenter of the collision, a graceful column of water rebounds upward in an elegant jet, momentarily defying gravity as a smaller droplet begins to form at its tip. The entire scene is illuminated by sharp, high-contrast lighting from a single off-camera light source, sculpting every tiny detail and creating brilliant, crystal-like, mirror-like highlights in the water's dynamic form, contrasting sharply with the inky black asphalt below. Atmosphere is an intense scientific focus that reveals the dramatic beauty hidden in microscopic and fleeting events.", + "seed": 28833, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_5/index_4283_seed_28833_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06457535228691995, + "vlm_logprob": -0.06457535228691995, + "vlm_yes_no_margin": 3.399999976158142, + "vlm_token_credit": -0.06457535228691995, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04396459460258484 + ], + "opposite_logprob_tokens": [ + -3.1689646244049072 + ], + "logprob_reward": -0.04396459460258484, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04396459460258484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08265087008476257, + 0.03346941992640495, + 0.025894830003380775, + 0.043072402477264404, + 0.14500445127487183, + 0.09371054917573929, + 0.08667080849409103, + 0.052697330713272095, + 0.33183908462524414, + 0.10499022156000137 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.04396459460258484 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428757905960083 + ], + "opposite_logprob_tokens": [ + -2.0178756713867188 + ], + "logprob_reward": -0.1428757905960083, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428757905960083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07587955892086029, + 0.03024926781654358, + 0.024324774742126465, + 0.11621605604887009, + 0.11764024943113327, + 0.04860708862543106, + 0.05883445590734482, + 0.07738307863473892, + 0.38380762934684753, + 0.06705780327320099 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.1428757905960083 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295907199382782 + ], + "opposite_logprob_tokens": [ + -2.237959146499634 + ], + "logprob_reward": -0.11295907199382782, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295907199382782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06350153684616089, + 0.025119325146079063, + 0.01922648213803768, + 0.06824212521314621, + 0.05293016880750656, + 0.26865485310554504, + 0.027914274483919144, + 0.07026289403438568, + 0.35609960556030273, + 0.048048749566078186 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.11295907199382782 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002492894185706973 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.002492894185706973, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002492894185706973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10981415212154388, + 0.019620398059487343, + 0.023695198819041252, + 0.05750373750925064, + 0.08283762633800507, + 0.10365937650203705, + 0.23475512862205505, + 0.06809673458337784, + 0.18554550409317017, + 0.1144721582531929 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.002492894185706973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584410056471825 + ], + "opposite_logprob_tokens": [ + -3.8955843448638916 + ], + "logprob_reward": -0.020584410056471825, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584410056471825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2330467700958252, + 0.08473127335309982, + 0.039414841681718826, + 0.16561785340309143, + 0.07111663371324539, + 0.10848721861839294, + 0.037024158984422684, + 0.12302201986312866, + 0.08971840143203735, + 0.04782084748148918 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.020584410056471825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An ultra-detailed, macro, high-speed photograph captures a static, extreme close-up of a glistening droplet of water at the precise, frozen moment of impact. The focal point, suspended above the splash, is a rough, pitted metal pipe, its surface a tapestry of dark brown and burnt Siena rust, smooth with condensation. The droplet has just struck the mirrored, still surface of a shallow puddle nestled on a dark, cracked asphalt surface. The impact violently creates a short-lived, symmetrical crater. A delicate, crown-like splash erupts outward from the rim, its edges shattering into countless smaller, shimmering pearls suspended in mid-air. Simultaneously, from the epicenter of the collision, a graceful column of water rebounds upward in an elegant jet, momentarily defying gravity as a smaller droplet begins to form at its tip. The entire scene is illuminated by sharp, high-contrast lighting from a single off-camera light source, sculpting every tiny detail and creating brilliant, crystal-like, mirror-like highlights in the water's dynamic form, contrasting sharply with the inky black asphalt below. Atmosphere is an intense scientific focus that reveals the dramatic beauty hidden in microscopic and fleeting events.", + "seed": 28834, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_5/index_4283_seed_28834_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.39671071476768704, + "vlm_logprob": -0.39671071476768704, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.39671071476768704, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5025253295898438 + ], + "opposite_logprob_tokens": [ + -0.25252532958984375 + ], + "logprob_reward": -1.5025253295898438, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5025253295898438, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2862742841243744, + 0.04630467668175697, + 0.08166871219873428, + 0.048197511583566666, + 0.07072243839502335, + 0.0924585610628128, + 0.08161168545484543, + 0.09888670593500137, + 0.05688593164086342, + 0.13698948919773102 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -1.5025253295898438 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38718438148498535 + ], + "opposite_logprob_tokens": [ + -1.1371843814849854 + ], + "logprob_reward": -0.38718438148498535, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38718438148498535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3234879672527313, + 0.17641544342041016, + 0.053027763962745667, + 0.04732372611761093, + 0.09058655053377151, + 0.07120852172374725, + 0.036600250750780106, + 0.09302220493555069, + 0.06497461348772049, + 0.04335295036435127 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.38718438148498535 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209152936935425 + ], + "opposite_logprob_tokens": [ + -2.812091588973999 + ], + "logprob_reward": -0.06209152936935425, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209152936935425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09698858857154846, + 0.11937949806451797, + 0.06482257694005966, + 0.02765551581978798, + 0.06808459758758545, + 0.10527311265468597, + 0.14428292214870453, + 0.15028823912143707, + 0.11981716752052307, + 0.10340774804353714 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.06209152936935425 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001947531825862825 + ], + "opposite_logprob_tokens": [ + -6.251947402954102 + ], + "logprob_reward": -0.001947531825862825, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001947531825862825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38892680406570435, + 0.06128627806901932, + 0.053064920008182526, + 0.052592430263757706, + 0.09889756143093109, + 0.10954982787370682, + 0.04797639325261116, + 0.08807750046253204, + 0.0537785142660141, + 0.045849744230508804 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.001947531825862825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a water droplet impacting a surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the focal point a rough, pitted metal pipe with dark brown and burnt Siena rust covered in condensation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet strike a shallow puddle on dark, cracked asphalt, creating a symmetrical crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a crown-like splash erupting outward with edges shattering into smaller shimmering pearls, and a column of water rebounding upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sharp, high-contrast lighting from a single off-camera source creating crystal-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980480156838894 + ], + "opposite_logprob_tokens": [ + -3.5298047065734863 + ], + "logprob_reward": -0.02980480156838894, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980480156838894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2643526494503021, + 0.14695993065834045, + 0.04882853478193283, + 0.05695264786481857, + 0.06050844490528107, + 0.06448586285114288, + 0.19094564020633698, + 0.08046796917915344, + 0.03475841507315636, + 0.051739878952503204 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.02980480156838894 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_6/index_tensor([4919, 4919])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_6/index_tensor([4919, 4919])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5843759dc0c963b8879198ab90b8e25dbb771940 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_6/index_tensor([4919, 4919])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady, mid-shot shot, shot from a level angle, captures two chubby giant pandas frolicking on a patch of fresh, emerald green grass. The bright afternoon sun gently bathes the ground, transforming the lush, soft grass into a vast green carpet. Clumps of wildflowers and the distant outlines of a bamboo forest can be vaguely seen in the background. The pandas boast thick, fluffy black and white fur, their signature black eye circles lending them a cuddly appearance. The sunlight casts soft highlights on their bodies, making the whites appear even more vibrant and the blacks imbued with a rich, textured quality. They engage in a playful, playful frolic. One playfully pushes its thick paw against the other, causing the other to fall. The two pandas then clumsily tangle, their limbs intertwined as they roll across the grass, eventually forming an indistinguishable, kinetic ball of furry black and white. Their movements are full of clumsy yet lovely power, and the entire picture is dominated by bright green and pure black and white, exuding an innocent, joyful and extremely healing tranquil atmosphere.", + "seed": 22252, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_6/index_4919_seed_22252_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.020794490771368145, + "vlm_logprob": -0.020794490771368145, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.020794490771368145, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02102772705256939 + ], + "opposite_logprob_tokens": [ + -3.8960278034210205 + ], + "logprob_reward": -0.02102772705256939, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02102772705256939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2951952815055847, + 0.1948474496603012, + 0.08034484833478928, + 0.06389640271663666, + 0.05655750259757042, + 0.01876738667488098, + 0.05532992258667946, + 0.042460713535547256, + 0.05823187157511711, + 0.13436870276927948 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.02102772705256939 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028292411006987095 + ], + "opposite_logprob_tokens": [ + -5.877829074859619 + ], + "logprob_reward": -0.0028292411006987095, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028292411006987095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12997481226921082, + 0.0645124539732933, + 0.08764014393091202, + 0.31002724170684814, + 0.04388737305998802, + 0.06100613251328468, + 0.06617402285337448, + 0.05341484397649765, + 0.07154794782400131, + 0.11181505769491196 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.0028292411006987095 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002493845531716943 + ], + "opposite_logprob_tokens": [ + -6.002493858337402 + ], + "logprob_reward": -0.002493845531716943, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002493845531716943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14094233512878418, + 0.10268403589725494, + 0.09322699904441833, + 0.1317588984966278, + 0.051400076597929, + 0.02630784548819065, + 0.07377813011407852, + 0.03712404519319534, + 0.0658327043056488, + 0.2769448757171631 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.002493845531716943 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627056445926428 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007627056445926428, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627056445926428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21578139066696167, + 0.082863949239254, + 0.10549010336399078, + 0.07701893895864487, + 0.021236926317214966, + 0.03918025270104408, + 0.07988221198320389, + 0.1051902025938034, + 0.08318740129470825, + 0.19016867876052856 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.007627056445926428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999458372592926 + ], + "opposite_logprob_tokens": [ + -2.6949946880340576 + ], + "logprob_reward": -0.06999458372592926, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999458372592926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06204170361161232, + 0.059225812554359436, + 0.09749429672956467, + 0.166573628783226, + 0.09987466782331467, + 0.028932208195328712, + 0.0344252847135067, + 0.04155633971095085, + 0.052387136965990067, + 0.3574889302253723 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.06999458372592926 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, mid-shot shot, shot from a level angle, captures two chubby giant pandas frolicking on a patch of fresh, emerald green grass. The bright afternoon sun gently bathes the ground, transforming the lush, soft grass into a vast green carpet. Clumps of wildflowers and the distant outlines of a bamboo forest can be vaguely seen in the background. The pandas boast thick, fluffy black and white fur, their signature black eye circles lending them a cuddly appearance. The sunlight casts soft highlights on their bodies, making the whites appear even more vibrant and the blacks imbued with a rich, textured quality. They engage in a playful, playful frolic. One playfully pushes its thick paw against the other, causing the other to fall. The two pandas then clumsily tangle, their limbs intertwined as they roll across the grass, eventually forming an indistinguishable, kinetic ball of furry black and white. Their movements are full of clumsy yet lovely power, and the entire picture is dominated by bright green and pure black and white, exuding an innocent, joyful and extremely healing tranquil atmosphere.", + "seed": 22253, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_6/index_4919_seed_22253_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03456962881609797, + "vlm_logprob": -0.03456962881609797, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.03456962881609797, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0901770070195198 + ], + "opposite_logprob_tokens": [ + -2.465177059173584 + ], + "logprob_reward": -0.0901770070195198, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0901770070195198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30337291955947876, + 0.501394510269165, + 0.027938934043049812, + 0.018247263506054878, + 0.03728312626481056, + 0.0336841382086277, + 0.01028361078351736, + 0.020011264830827713, + 0.010597213171422482, + 0.03718699514865875 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0901770070195198 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028380376752465963 + ], + "opposite_logprob_tokens": [ + -5.877838134765625 + ], + "logprob_reward": -0.0028380376752465963, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028380376752465963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30558159947395325, + 0.28758949041366577, + 0.0859772339463234, + 0.04859890788793564, + 0.13607633113861084, + 0.028754545375704765, + 0.024635907262563705, + 0.011802149936556816, + 0.01040017232298851, + 0.0605836883187294 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0028380376752465963 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003622400341555476 + ], + "opposite_logprob_tokens": [ + -5.628622531890869 + ], + "logprob_reward": -0.003622400341555476, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003622400341555476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08301693946123123, + 0.6298589706420898, + 0.06612786650657654, + 0.030238093808293343, + 0.05779813230037689, + 0.025916967540979385, + 0.00580183370038867, + 0.022114502266049385, + 0.021214429289102554, + 0.05791230499744415 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.003622400341555476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419165637344122 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.01419165637344122, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419165637344122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32345595955848694, + 0.20718738436698914, + 0.12193566560745239, + 0.08586405962705612, + 0.12621062994003296, + 0.02838364988565445, + 0.013118459843099117, + 0.020025651901960373, + 0.013138938695192337, + 0.0606796070933342 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.01419165637344122 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062019042670726776 + ], + "opposite_logprob_tokens": [ + -2.812019109725952 + ], + "logprob_reward": -0.062019042670726776, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062019042670726776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4085409343242645, + 0.12353645265102386, + 0.0640673041343689, + 0.03957193344831467, + 0.26116544008255005, + 0.019182918593287468, + 0.009208060801029205, + 0.015032464638352394, + 0.010411943309009075, + 0.049282535910606384 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.062019042670726776 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, mid-shot shot, shot from a level angle, captures two chubby giant pandas frolicking on a patch of fresh, emerald green grass. The bright afternoon sun gently bathes the ground, transforming the lush, soft grass into a vast green carpet. Clumps of wildflowers and the distant outlines of a bamboo forest can be vaguely seen in the background. The pandas boast thick, fluffy black and white fur, their signature black eye circles lending them a cuddly appearance. The sunlight casts soft highlights on their bodies, making the whites appear even more vibrant and the blacks imbued with a rich, textured quality. They engage in a playful, playful frolic. One playfully pushes its thick paw against the other, causing the other to fall. The two pandas then clumsily tangle, their limbs intertwined as they roll across the grass, eventually forming an indistinguishable, kinetic ball of furry black and white. Their movements are full of clumsy yet lovely power, and the entire picture is dominated by bright green and pure black and white, exuding an innocent, joyful and extremely healing tranquil atmosphere.", + "seed": 22254, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_6/index_4919_seed_22254_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.032670501107349995, + "vlm_logprob": -0.032670501107349995, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.032670501107349995, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08000169694423676 + ], + "opposite_logprob_tokens": [ + -2.5800015926361084 + ], + "logprob_reward": -0.08000169694423676, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08000169694423676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2108747810125351, + 0.38063791394233704, + 0.11290016025304794, + 0.03607024997472763, + 0.017176371067762375, + 0.04537895321846008, + 0.058125779032707214, + 0.06911509484052658, + 0.029646649956703186, + 0.040074050426483154 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.08000169694423676 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025013370905071497 + ], + "opposite_logprob_tokens": [ + -6.002501487731934 + ], + "logprob_reward": -0.0025013370905071497, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025013370905071497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19547471404075623, + 0.35071906447410583, + 0.09071605652570724, + 0.043541859835386276, + 0.029612984508275986, + 0.05701398476958275, + 0.027288801968097687, + 0.06027765944600105, + 0.09781117737293243, + 0.0475437268614769 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0025013370905071497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641473293304443 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.004641473293304443, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641473293304443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25554490089416504, + 0.17202280461788177, + 0.13352197408676147, + 0.026164252310991287, + 0.047399796545505524, + 0.026090193539857864, + 0.07556521147489548, + 0.12439095228910446, + 0.07729707658290863, + 0.062002845108509064 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.004641473293304443 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191421680152416 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.014191421680152416, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191421680152416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22163687646389008, + 0.19020816683769226, + 0.07809220999479294, + 0.04810202866792679, + 0.037032440304756165, + 0.20646682381629944, + 0.05166861042380333, + 0.056214094161987305, + 0.08238878101110458, + 0.028189994394779205 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.014191421680152416 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062016576528549194 + ], + "opposite_logprob_tokens": [ + -2.812016487121582 + ], + "logprob_reward": -0.062016576528549194, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062016576528549194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.377581924200058, + 0.09238023310899734, + 0.04475755989551544, + 0.06100662425160408, + 0.05777459219098091, + 0.05415163189172745, + 0.052649058401584625, + 0.04694522172212601, + 0.11536558717489243, + 0.09738766402006149 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.062016576528549194 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, mid-shot shot, shot from a level angle, captures two chubby giant pandas frolicking on a patch of fresh, emerald green grass. The bright afternoon sun gently bathes the ground, transforming the lush, soft grass into a vast green carpet. Clumps of wildflowers and the distant outlines of a bamboo forest can be vaguely seen in the background. The pandas boast thick, fluffy black and white fur, their signature black eye circles lending them a cuddly appearance. The sunlight casts soft highlights on their bodies, making the whites appear even more vibrant and the blacks imbued with a rich, textured quality. They engage in a playful, playful frolic. One playfully pushes its thick paw against the other, causing the other to fall. The two pandas then clumsily tangle, their limbs intertwined as they roll across the grass, eventually forming an indistinguishable, kinetic ball of furry black and white. Their movements are full of clumsy yet lovely power, and the entire picture is dominated by bright green and pure black and white, exuding an innocent, joyful and extremely healing tranquil atmosphere.", + "seed": 22255, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_6/index_4919_seed_22255_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06913997773081064, + "vlm_logprob": -0.06913997773081064, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.06913997773081064, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16160213947296143 + ], + "opposite_logprob_tokens": [ + -1.9116021394729614 + ], + "logprob_reward": -0.16160213947296143, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16160213947296143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05000609531998634, + 0.054410118609666824, + 0.07478280365467072, + 0.09318101406097412, + 0.141258105635643, + 0.06269112974405289, + 0.10309057682752609, + 0.17674902081489563, + 0.2039620727300644, + 0.03986911103129387 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.16160213947296143 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036311899311840534 + ], + "opposite_logprob_tokens": [ + -5.628631114959717 + ], + "logprob_reward": -0.0036311899311840534, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036311899311840534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10710189491510391, + 0.055070389062166214, + 0.05118739977478981, + 0.060980308800935745, + 0.13507944345474243, + 0.013368614949285984, + 0.05758672580122948, + 0.32191240787506104, + 0.10932748019695282, + 0.08838530629873276 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.0036311899311840534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059593613259494305 + ], + "opposite_logprob_tokens": [ + -5.130959510803223 + ], + "logprob_reward": -0.0059593613259494305, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059593613259494305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11943908035755157, + 0.09383666515350342, + 0.07958763092756271, + 0.03279351070523262, + 0.16001775860786438, + 0.0257310401648283, + 0.06149144098162651, + 0.30264657735824585, + 0.0513935424387455, + 0.07306274026632309 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.0059593613259494305 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419494766741991 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.01419494766741991, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419494766741991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051903340965509415, + 0.06298265606164932, + 0.05630132555961609, + 0.06500424444675446, + 0.08379027247428894, + 0.0315106064081192, + 0.09355249255895615, + 0.04658043012022972, + 0.4241527318954468, + 0.0842219740152359 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.01419494766741991 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a patch of fresh, emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pandas have thick, fluffy black and white fur with signature black eye circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pandas engage in a playful frolic where one pushes the other, causing them to tangle and roll into a ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a level angle as a mid-shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603122502565384 + ], + "opposite_logprob_tokens": [ + -1.910312294960022 + ], + "logprob_reward": -0.1603122502565384, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603122502565384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11738166958093643, + 0.07469626516103745, + 0.03630931302905083, + 0.04677814990282059, + 0.23408253490924835, + 0.03512588515877724, + 0.05250805243849754, + 0.12607984244823456, + 0.18656542897224426, + 0.09047288447618484 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.1603122502565384 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_7/index_tensor([8184, 8184])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_7/index_tensor([8184, 8184])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d70aa3570b9072475d22bc1a9829d08f46157bec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_7/index_tensor([8184, 8184])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an elegant, fluid 360-degree orbiting shot, the camera moves at an incredibly slow pace, capturing moments of exquisite poetry in Makoto Shinkai's signature style. Soft, golden morning sunlight, at a low angle, penetrates the mist, illuminating a long, slightly weathered white wooden fence. Countless vibrant, emerald green vines cling uninhibitedly to the fence, each heart-shaped leaf dripping with shimmering, juicy dew. These dewdrops, like miniature glass spheres, gleam like diamonds in the sunlight. As the camera pans, the subtle undulations of the leaf veins, creating tiny specks of rainbow light. As the camera gracefully glides through each angle, light filters through the leaves, creating signature oversaturated halos and elongated blue lens flares that flow and dance gracefully across the vines. A soft-focus, hazy green field, also bathed in morning light, further accentuates the delicate texture of the vines in the foreground. The whole scene is shrouded in a tranquil and dreamy atmosphere, with saturated and warm colors, full of poetic vitality, as if time is gently solidified at this moment.", + "seed": 3215, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_7/index_8184_seed_3215_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5665514912456274, + "vlm_logprob": -0.5665514912456274, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.5665514912456274, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.695831775665283 + ], + "opposite_logprob_tokens": [ + -0.07083186507225037 + ], + "logprob_reward": -2.695831775665283, + "yes_no_margin_reward": -2.625, + "token_credit_reward": -2.695831775665283, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2661082446575165, + 0.09555669873952866, + 0.06659945845603943, + 0.060283638536930084, + 0.11386673152446747, + 0.06185252591967583, + 0.09307573735713959, + 0.04614831134676933, + 0.12349468469619751, + 0.07301391661167145 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -2.695831775665283 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04877547174692154 + ], + "opposite_logprob_tokens": [ + -3.0487754344940186 + ], + "logprob_reward": -0.04877547174692154, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04877547174692154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27224451303482056, + 0.06733416765928268, + 0.09079433232545853, + 0.06161313131451607, + 0.10862582176923752, + 0.03686780855059624, + 0.05749280005693436, + 0.09213433414697647, + 0.0848529264330864, + 0.12804019451141357 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.04877547174692154 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009820008650422096 + ], + "opposite_logprob_tokens": [ + -4.634819984436035 + ], + "logprob_reward": -0.009820008650422096, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009820008650422096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2105291187763214, + 0.1583109050989151, + 0.09912579506635666, + 0.05198702961206436, + 0.09352494031190872, + 0.03988697752356529, + 0.06861840933561325, + 0.04610082507133484, + 0.09176789969205856, + 0.14014805853366852 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.009820008650422096 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500078201293945 + ], + "opposite_logprob_tokens": [ + -2.9300007820129395 + ], + "logprob_reward": -0.05500078201293945, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500078201293945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09799454361200333, + 0.08252578973770142, + 0.036894138902425766, + 0.047616537660360336, + 0.1418820172548294, + 0.07982505112886429, + 0.3435157239437103, + 0.0601838082075119, + 0.060820408165454865, + 0.04874195531010628 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.05500078201293945 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023329418152570724 + ], + "opposite_logprob_tokens": [ + -3.773329496383667 + ], + "logprob_reward": -0.023329418152570724, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023329418152570724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10284388065338135, + 0.04670568183064461, + 0.027926048263907433, + 0.02710297517478466, + 0.09834074229001999, + 0.22538508474826813, + 0.096375972032547, + 0.16139376163482666, + 0.15099912881851196, + 0.0629267618060112 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.023329418152570724 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an elegant, fluid 360-degree orbiting shot, the camera moves at an incredibly slow pace, capturing moments of exquisite poetry in Makoto Shinkai's signature style. Soft, golden morning sunlight, at a low angle, penetrates the mist, illuminating a long, slightly weathered white wooden fence. Countless vibrant, emerald green vines cling uninhibitedly to the fence, each heart-shaped leaf dripping with shimmering, juicy dew. These dewdrops, like miniature glass spheres, gleam like diamonds in the sunlight. As the camera pans, the subtle undulations of the leaf veins, creating tiny specks of rainbow light. As the camera gracefully glides through each angle, light filters through the leaves, creating signature oversaturated halos and elongated blue lens flares that flow and dance gracefully across the vines. A soft-focus, hazy green field, also bathed in morning light, further accentuates the delicate texture of the vines in the foreground. The whole scene is shrouded in a tranquil and dreamy atmosphere, with saturated and warm colors, full of poetic vitality, as if time is gently solidified at this moment.", + "seed": 3216, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_7/index_8184_seed_3216_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5911365482956171, + "vlm_logprob": -0.5911365482956171, + "vlm_yes_no_margin": 2.1499999523162843, + "vlm_token_credit": -0.5911365482956171, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.6961567401885986 + ], + "opposite_logprob_tokens": [ + -0.07115665823221207 + ], + "logprob_reward": -2.6961567401885986, + "yes_no_margin_reward": -2.625, + "token_credit_reward": -2.6961567401885986, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.28623166680336, + 0.06722328066825867, + 0.09856676310300827, + 0.03635454922914505, + 0.15785691142082214, + 0.03058529645204544, + 0.0699680894613266, + 0.024483805522322655, + 0.17723694443702698, + 0.05149266868829727 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -2.6961567401885986 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018355507403612137 + ], + "opposite_logprob_tokens": [ + -4.018355369567871 + ], + "logprob_reward": -0.018355507403612137, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018355507403612137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1962348222732544, + 0.06673122942447662, + 0.10783109813928604, + 0.028510699048638344, + 0.17095619440078735, + 0.030307859182357788, + 0.11390743404626846, + 0.025454683229327202, + 0.2151055634021759, + 0.0449603796005249 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.018355507403612137 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01611834019422531 + ], + "opposite_logprob_tokens": [ + -4.14111852645874 + ], + "logprob_reward": -0.01611834019422531, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01611834019422531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39014381170272827, + 0.05119993910193443, + 0.09415458142757416, + 0.027356596663594246, + 0.10295643657445908, + 0.018633123487234116, + 0.04753639176487923, + 0.019052863121032715, + 0.2066764235496521, + 0.04228977859020233 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.01611834019422531 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20170480012893677 + ], + "opposite_logprob_tokens": [ + -1.701704740524292 + ], + "logprob_reward": -0.20170480012893677, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20170480012893677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3868480920791626, + 0.04042711853981018, + 0.10087081044912338, + 0.04021921008825302, + 0.18694108724594116, + 0.02011081576347351, + 0.07566679269075394, + 0.02803599275648594, + 0.09753971546888351, + 0.023340359330177307 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.20170480012893677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02334735356271267 + ], + "opposite_logprob_tokens": [ + -3.7733473777770996 + ], + "logprob_reward": -0.02334735356271267, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02334735356271267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11373287439346313, + 0.05745373293757439, + 0.1708306074142456, + 0.03912780061364174, + 0.1657148152589798, + 0.028119562193751335, + 0.06955382227897644, + 0.044175658375024796, + 0.23163780570030212, + 0.07965333759784698 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.02334735356271267 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an elegant, fluid 360-degree orbiting shot, the camera moves at an incredibly slow pace, capturing moments of exquisite poetry in Makoto Shinkai's signature style. Soft, golden morning sunlight, at a low angle, penetrates the mist, illuminating a long, slightly weathered white wooden fence. Countless vibrant, emerald green vines cling uninhibitedly to the fence, each heart-shaped leaf dripping with shimmering, juicy dew. These dewdrops, like miniature glass spheres, gleam like diamonds in the sunlight. As the camera pans, the subtle undulations of the leaf veins, creating tiny specks of rainbow light. As the camera gracefully glides through each angle, light filters through the leaves, creating signature oversaturated halos and elongated blue lens flares that flow and dance gracefully across the vines. A soft-focus, hazy green field, also bathed in morning light, further accentuates the delicate texture of the vines in the foreground. The whole scene is shrouded in a tranquil and dreamy atmosphere, with saturated and warm colors, full of poetic vitality, as if time is gently solidified at this moment.", + "seed": 3217, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_7/index_8184_seed_3217_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5788344975560904, + "vlm_logprob": -0.5788344975560904, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.5788344975560904, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.6959304809570312 + ], + "opposite_logprob_tokens": [ + -0.07093048095703125 + ], + "logprob_reward": -2.6959304809570312, + "yes_no_margin_reward": -2.625, + "token_credit_reward": -2.6959304809570312, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13188642263412476, + 0.11247172206640244, + 0.06387783586978912, + 0.31479209661483765, + 0.05551290884613991, + 0.02334556356072426, + 0.03802264854311943, + 0.03408338874578476, + 0.16422109305858612, + 0.06178629770874977 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -2.6959304809570312 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048746634274721146 + ], + "opposite_logprob_tokens": [ + -3.0487465858459473 + ], + "logprob_reward": -0.048746634274721146, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048746634274721146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15971225500106812, + 0.042135708034038544, + 0.06183831766247749, + 0.250646710395813, + 0.03209855780005455, + 0.042020492255687714, + 0.03688281401991844, + 0.04851957783102989, + 0.19505557417869568, + 0.13109005987644196 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.048746634274721146 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009812336415052414 + ], + "opposite_logprob_tokens": [ + -4.634812355041504 + ], + "logprob_reward": -0.009812336415052414, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009812336415052414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17085203528404236, + 0.08219712227582932, + 0.08722411096096039, + 0.30284690856933594, + 0.03959408774971962, + 0.03220979869365692, + 0.06375753879547119, + 0.018003450706601143, + 0.10821294039487839, + 0.09510200470685959 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.009812336415052414 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12711766362190247 + ], + "opposite_logprob_tokens": [ + -2.12711763381958 + ], + "logprob_reward": -0.12711766362190247, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12711766362190247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18982316553592682, + 0.02706640213727951, + 0.06983332335948944, + 0.34309446811676025, + 0.054806899279356, + 0.07408588379621506, + 0.03138655424118042, + 0.010896647348999977, + 0.03071543760597706, + 0.16829124093055725 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.12711766362190247 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0125653725117445 + ], + "opposite_logprob_tokens": [ + -4.3875651359558105 + ], + "logprob_reward": -0.0125653725117445, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0125653725117445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23877042531967163, + 0.11059050261974335, + 0.05007766932249069, + 0.23534323275089264, + 0.039445459842681885, + 0.049566637724637985, + 0.05313868820667267, + 0.037085894495248795, + 0.10512536764144897, + 0.08085614442825317 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0125653725117445 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an elegant, fluid 360-degree orbiting shot, the camera moves at an incredibly slow pace, capturing moments of exquisite poetry in Makoto Shinkai's signature style. Soft, golden morning sunlight, at a low angle, penetrates the mist, illuminating a long, slightly weathered white wooden fence. Countless vibrant, emerald green vines cling uninhibitedly to the fence, each heart-shaped leaf dripping with shimmering, juicy dew. These dewdrops, like miniature glass spheres, gleam like diamonds in the sunlight. As the camera pans, the subtle undulations of the leaf veins, creating tiny specks of rainbow light. As the camera gracefully glides through each angle, light filters through the leaves, creating signature oversaturated halos and elongated blue lens flares that flow and dance gracefully across the vines. A soft-focus, hazy green field, also bathed in morning light, further accentuates the delicate texture of the vines in the foreground. The whole scene is shrouded in a tranquil and dreamy atmosphere, with saturated and warm colors, full of poetic vitality, as if time is gently solidified at this moment.", + "seed": 3218, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_7/index_8184_seed_3218_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.7083812043070793, + "vlm_logprob": -0.7083812043070793, + "vlm_yes_no_margin": 1.675, + "vlm_token_credit": -0.7083812043070793, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.2887983322143555 + ], + "opposite_logprob_tokens": [ + -0.03879842534661293 + ], + "logprob_reward": -3.2887983322143555, + "yes_no_margin_reward": -3.25, + "token_credit_reward": -3.2887983322143555, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3541986346244812, + 0.09383472800254822, + 0.07297710329294205, + 0.06276435405015945, + 0.058838166296482086, + 0.02881292998790741, + 0.045285094529390335, + 0.09783218055963516, + 0.04289703443646431, + 0.14255981147289276 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -3.2887983322143555 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062273118644952774 + ], + "opposite_logprob_tokens": [ + -2.8122730255126953 + ], + "logprob_reward": -0.062273118644952774, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062273118644952774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3883112967014313, + 0.0785454735159874, + 0.057734306901693344, + 0.09346450865268707, + 0.0578141026198864, + 0.018100449815392494, + 0.031897567212581635, + 0.07996324449777603, + 0.04208289086818695, + 0.15208612382411957 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.062273118644952774 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03380033001303673 + ], + "opposite_logprob_tokens": [ + -3.4088003635406494 + ], + "logprob_reward": -0.03380033001303673, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03380033001303673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33123326301574707, + 0.07648496329784393, + 0.09666527062654495, + 0.053614143282175064, + 0.04232591390609741, + 0.025489356368780136, + 0.06885804980993271, + 0.08777763694524765, + 0.06542656570672989, + 0.15212486684322357 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.03380033001303673 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12717193365097046 + ], + "opposite_logprob_tokens": [ + -2.1271719932556152 + ], + "logprob_reward": -0.12717193365097046, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12717193365097046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3889015018939972, + 0.061250049620866776, + 0.02391580305993557, + 0.20519714057445526, + 0.06594466418027878, + 0.02611221745610237, + 0.055943410843610764, + 0.04446735233068466, + 0.021216759458184242, + 0.10705108940601349 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.12717193365097046 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a 360-degree orbiting shot around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a long, slightly weathered white wooden fence visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless vibrant emerald green vines with heart-shaped leaves clinging to the fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves show visible dewdrops that gleam like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit signature oversaturated halos and elongated blue lens flares?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029862307012081146 + ], + "opposite_logprob_tokens": [ + -3.529862403869629 + ], + "logprob_reward": -0.029862307012081146, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029862307012081146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30111971497535706, + 0.10937119275331497, + 0.11701148748397827, + 0.20153126120567322, + 0.04813835024833679, + 0.02507719211280346, + 0.04686376452445984, + 0.06581005454063416, + 0.02896854281425476, + 0.056108467280864716 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.029862307012081146 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_8/index_tensor([4719, 4719])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_8/index_tensor([4719, 4719])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..08d9082c8b7b9787cbf5445f58b27b3c5fbf13c4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_8/index_tensor([4719, 4719])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "highly dynamic first-person perspective shot zooms through the cubicles of a deserted office building at midnight. The camera, clinging to the dark carpet, deftly zooms along narrow hallways lined with rows of dark gray fabric partitions, creating noticeable motion blur at the edges of the frame due to the high speed. The vast office space is shrouded in near-total darkness, illuminated only by the still-lit computer monitors that cast a cold, bluish-white glow in front of each empty, ergonomic office chair. As the camera rapidly sweeps past, the data charts, lines of code, and animated screen savers on these screens cast fleeting, dynamic shadows across the smooth floor, desks, and glass partitions, creating streaks of light. The scene, dominated by a cold, deep blue and black palette, is illuminated by the glaring bluish-white glow of the screens, creating a mysterious and tense atmosphere, akin to the patrolling of invisible data streams or an unknown consciousness in the stillness of the digital night.", + "seed": 25803, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_8/index_4719_seed_25803_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03890037636738271, + "vlm_logprob": -0.03890037636738271, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.03890037636738271, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008240627124905586 + ], + "opposite_logprob_tokens": [ + -5.008240699768066 + ], + "logprob_reward": -0.008240627124905586, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.008240627124905586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13907741010189056, + 0.28779882192611694, + 0.0951075404882431, + 0.09198426455259323, + 0.04670223966240883, + 0.04604749754071236, + 0.08842864632606506, + 0.06935158371925354, + 0.08045628666877747, + 0.055045682936906815 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.008240627124905586 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897952944040298 + ], + "opposite_logprob_tokens": [ + -2.5789794921875 + ], + "logprob_reward": -0.07897952944040298, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897952944040298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1324222981929779, + 0.16621585190296173, + 0.1628044992685318, + 0.07609010487794876, + 0.06254234164953232, + 0.05333723500370979, + 0.18362435698509216, + 0.06774687767028809, + 0.05725083872675896, + 0.03796565905213356 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.07897952944040298 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005265416111797094 + ], + "opposite_logprob_tokens": [ + -5.255265235900879 + ], + "logprob_reward": -0.005265416111797094, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005265416111797094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1277802586555481, + 0.07883840054273605, + 0.24742545187473297, + 0.06984645128250122, + 0.11775612831115723, + 0.04980512335896492, + 0.05988718941807747, + 0.13896557688713074, + 0.0642763152718544, + 0.045419082045555115 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.005265416111797094 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017118098912760615 + ], + "opposite_logprob_tokens": [ + -6.376711845397949 + ], + "logprob_reward": -0.0017118098912760615, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017118098912760615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13362155854701996, + 0.12264495342969894, + 0.058959558606147766, + 0.07175052165985107, + 0.12553225457668304, + 0.09040094166994095, + 0.18715307116508484, + 0.07077901810407639, + 0.09653834998607635, + 0.042619820684194565 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.0017118098912760615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003044992685318 + ], + "opposite_logprob_tokens": [ + -2.35030460357666 + ], + "logprob_reward": -0.1003044992685318, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003044992685318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09556535631418228, + 0.1996868997812271, + 0.06345988810062408, + 0.04245350882411003, + 0.029920315369963646, + 0.033710628747940063, + 0.045316196978092194, + 0.15178509056568146, + 0.06636667996644974, + 0.27173542976379395 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.1003044992685318 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "highly dynamic first-person perspective shot zooms through the cubicles of a deserted office building at midnight. The camera, clinging to the dark carpet, deftly zooms along narrow hallways lined with rows of dark gray fabric partitions, creating noticeable motion blur at the edges of the frame due to the high speed. The vast office space is shrouded in near-total darkness, illuminated only by the still-lit computer monitors that cast a cold, bluish-white glow in front of each empty, ergonomic office chair. As the camera rapidly sweeps past, the data charts, lines of code, and animated screen savers on these screens cast fleeting, dynamic shadows across the smooth floor, desks, and glass partitions, creating streaks of light. The scene, dominated by a cold, deep blue and black palette, is illuminated by the glaring bluish-white glow of the screens, creating a mysterious and tense atmosphere, akin to the patrolling of invisible data streams or an unknown consciousness in the stillness of the digital night.", + "seed": 25804, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_8/index_4719_seed_25804_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02695383073296398, + "vlm_logprob": -0.02695383073296398, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.02695383073296398, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004648592788726091 + ], + "opposite_logprob_tokens": [ + -5.629648685455322 + ], + "logprob_reward": -0.004648592788726091, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004648592788726091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13988405466079712, + 0.0514148585498333, + 0.04029512405395508, + 0.06941793113946915, + 0.06268825381994247, + 0.033527690917253494, + 0.15522706508636475, + 0.06404238939285278, + 0.18993185460567474, + 0.19357074797153473 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.004648592788726091 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298001728951931 + ], + "opposite_logprob_tokens": [ + -3.5298001766204834 + ], + "logprob_reward": -0.0298001728951931, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298001728951931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0785229280591011, + 0.08799755573272705, + 0.040447600185871124, + 0.094791941344738, + 0.04668283835053444, + 0.026686130091547966, + 0.20752614736557007, + 0.07784375548362732, + 0.21208107471466064, + 0.12742003798484802 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.0298001728951931 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795455262064934 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.009795455262064934, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795455262064934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15745462477207184, + 0.14739300310611725, + 0.23250092566013336, + 0.04109872505068779, + 0.07655062526464462, + 0.038140054792165756, + 0.07214849442243576, + 0.039562661200761795, + 0.0785074234008789, + 0.11664355546236038 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.009795455262064934 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001510551548562944 + ], + "opposite_logprob_tokens": [ + -6.5015106201171875 + ], + "logprob_reward": -0.001510551548562944, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001510551548562944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12866845726966858, + 0.1634047031402588, + 0.10714259743690491, + 0.04059550166130066, + 0.055455006659030914, + 0.03062465973198414, + 0.15806345641613007, + 0.10490819066762924, + 0.1321571171283722, + 0.07898023724555969 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.001510551548562944 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901438117027283 + ], + "opposite_logprob_tokens": [ + -2.4640142917633057 + ], + "logprob_reward": -0.08901438117027283, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901438117027283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07374750077724457, + 0.07317042350769043, + 0.0487443245947361, + 0.06120196357369423, + 0.0437018945813179, + 0.06859434396028519, + 0.29871630668640137, + 0.10074970871210098, + 0.1257910132408142, + 0.10558244585990906 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.08901438117027283 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "highly dynamic first-person perspective shot zooms through the cubicles of a deserted office building at midnight. The camera, clinging to the dark carpet, deftly zooms along narrow hallways lined with rows of dark gray fabric partitions, creating noticeable motion blur at the edges of the frame due to the high speed. The vast office space is shrouded in near-total darkness, illuminated only by the still-lit computer monitors that cast a cold, bluish-white glow in front of each empty, ergonomic office chair. As the camera rapidly sweeps past, the data charts, lines of code, and animated screen savers on these screens cast fleeting, dynamic shadows across the smooth floor, desks, and glass partitions, creating streaks of light. The scene, dominated by a cold, deep blue and black palette, is illuminated by the glaring bluish-white glow of the screens, creating a mysterious and tense atmosphere, akin to the patrolling of invisible data streams or an unknown consciousness in the stillness of the digital night.", + "seed": 25805, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_8/index_4719_seed_25805_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03661750121973455, + "vlm_logprob": -0.03661750121973455, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.03661750121973455, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007280366960912943 + ], + "opposite_logprob_tokens": [ + -5.507280349731445 + ], + "logprob_reward": -0.007280366960912943, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.007280366960912943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13068887591362, + 0.08971352130174637, + 0.031947679817676544, + 0.037600740790367126, + 0.02181701548397541, + 0.04407072439789772, + 0.46328169107437134, + 0.043943535536527634, + 0.07876837998628616, + 0.05816787853837013 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.007280366960912943 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496445298194885 + ], + "opposite_logprob_tokens": [ + -2.929964542388916 + ], + "logprob_reward": -0.05496445298194885, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496445298194885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11408544331789017, + 0.2585487961769104, + 0.054744523018598557, + 0.032739851623773575, + 0.020392265170812607, + 0.058367468416690826, + 0.34698694944381714, + 0.02693820372223854, + 0.053653039038181305, + 0.033543460071086884 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.05496445298194885 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747082807123661 + ], + "opposite_logprob_tokens": [ + -5.006747245788574 + ], + "logprob_reward": -0.006747082807123661, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747082807123661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16330887377262115, + 0.06862390786409378, + 0.044197119772434235, + 0.060943327844142914, + 0.13343296945095062, + 0.05036008358001709, + 0.2974551022052765, + 0.07030665874481201, + 0.032157640904188156, + 0.07921439409255981 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.006747082807123661 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001179118873551488 + ], + "opposite_logprob_tokens": [ + -6.751179218292236 + ], + "logprob_reward": -0.001179118873551488, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001179118873551488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15373477339744568, + 0.13413913547992706, + 0.07654210180044174, + 0.04324125871062279, + 0.03913554549217224, + 0.019389070570468903, + 0.3914797902107239, + 0.046992477029561996, + 0.03420938178896904, + 0.06113642454147339 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.001179118873551488 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129164844751358 + ], + "opposite_logprob_tokens": [ + -2.2379164695739746 + ], + "logprob_reward": -0.1129164844751358, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129164844751358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036285243928432465, + 0.08363401889801025, + 0.021237939596176147, + 0.01355839241296053, + 0.03394110128283501, + 0.011166178621351719, + 0.6746909022331238, + 0.025389304384589195, + 0.03584514930844307, + 0.06425171345472336 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.1129164844751358 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "highly dynamic first-person perspective shot zooms through the cubicles of a deserted office building at midnight. The camera, clinging to the dark carpet, deftly zooms along narrow hallways lined with rows of dark gray fabric partitions, creating noticeable motion blur at the edges of the frame due to the high speed. The vast office space is shrouded in near-total darkness, illuminated only by the still-lit computer monitors that cast a cold, bluish-white glow in front of each empty, ergonomic office chair. As the camera rapidly sweeps past, the data charts, lines of code, and animated screen savers on these screens cast fleeting, dynamic shadows across the smooth floor, desks, and glass partitions, creating streaks of light. The scene, dominated by a cold, deep blue and black palette, is illuminated by the glaring bluish-white glow of the screens, creating a mysterious and tense atmosphere, akin to the patrolling of invisible data streams or an unknown consciousness in the stillness of the digital night.", + "seed": 25806, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_8/index_4719_seed_25806_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.052171542984433474, + "vlm_logprob": -0.052171542984433474, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.052171542984433474, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00744094792753458 + ], + "opposite_logprob_tokens": [ + -5.38244104385376 + ], + "logprob_reward": -0.00744094792753458, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00744094792753458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12498391419649124, + 0.11627111583948135, + 0.15973438322544098, + 0.06338657438755035, + 0.1759600043296814, + 0.1002325788140297, + 0.08899413794279099, + 0.09283563494682312, + 0.04089909791946411, + 0.03670256584882736 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.00744094792753458 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188240006566048 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.018188240006566048, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188240006566048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10422835499048233, + 0.08828246593475342, + 0.06218338757753372, + 0.030745580792427063, + 0.5103763341903687, + 0.052429962903261185, + 0.041353095322847366, + 0.030235007405281067, + 0.052609704434871674, + 0.027556072920560837 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.018188240006566048 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649149909615517 + ], + "opposite_logprob_tokens": [ + -4.7586493492126465 + ], + "logprob_reward": -0.008649149909615517, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649149909615517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07160655409097672, + 0.12472783029079437, + 0.05403473600745201, + 0.16433943808078766, + 0.2208445519208908, + 0.11285539716482162, + 0.09861743450164795, + 0.04227197915315628, + 0.05047168582677841, + 0.06023036316037178 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.008649149909615517 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010413468116894364 + ], + "opposite_logprob_tokens": [ + -6.876041412353516 + ], + "logprob_reward": -0.0010413468116894364, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010413468116894364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10455282777547836, + 0.18827570974826813, + 0.08085619658231735, + 0.1313021332025528, + 0.07776107639074326, + 0.07585999369621277, + 0.09833640605211258, + 0.05875912308692932, + 0.09028429538011551, + 0.09401227533817291 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0010413468116894364 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, appearing to move along the dark carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rows of dark gray fabric partitions visible lining the narrow hallways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are empty ergonomic office chairs visible in front of still-lit computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a cold, bluish-white glow from the screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is noticeable motion blur visible at the edges of the frame due to high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22553803026676178 + ], + "opposite_logprob_tokens": [ + -1.6005380153656006 + ], + "logprob_reward": -0.22553803026676178, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22553803026676178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11617398262023926, + 0.08553894609212875, + 0.09266900271177292, + 0.049508772790431976, + 0.1827894002199173, + 0.3056428134441376, + 0.05369483307003975, + 0.05742112547159195, + 0.02879411168396473, + 0.027767013758420944 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.22553803026676178 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_9/index_tensor([3130, 3130])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_9/index_tensor([3130, 3130])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..42c1b56fdc81c0106f908fbf2a433fe9ca2918c6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_9/index_tensor([3130, 3130])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly advancing close-up focuses on a dark, polished walnut bar. A pair of clean, slender hands takes center stage. Their owners, their nails neatly manicured, steadily and calmly grip the lower half of a stainless steel Boston shaker, gleaming with a cool metallic sheen. The other hand elegantly grips a measuring cup filled with amber liquid. With a flick of the wrist, a thin, continuous stream of liquid is poured into the shaker with unerring precision. The liquid shimmers alluringly under the warm overhead light. Then, the hand drops the measuring cup and, with swift and decisive movements, switches to a mixing bottle filled with crimson liquid. With the same deft gesture, it pours a second time, the two distinct colors mingling in the shaker, creating a subtle gradation of color. In the background, several crystal clear classical wine glasses and rows of wine bottles with blurred labels form beautiful bokeh under the soft light. The tones of the entire scene are warm and mellow, creating an atmosphere of professional bartending that is extremely focused, elegant and full of ritual.", + "seed": 26391, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_9/index_3130_seed_26391_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.038868805207312104, + "vlm_logprob": -0.038868805207312104, + "vlm_yes_no_margin": 3.924999976158142, + "vlm_token_credit": -0.038868805207312104, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14304505288600922 + ], + "opposite_logprob_tokens": [ + -2.018044948577881 + ], + "logprob_reward": -0.14304505288600922, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14304505288600922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12565793097019196, + 0.05392760410904884, + 0.09792488068342209, + 0.08502622693777084, + 0.03266781568527222, + 0.3481927514076233, + 0.0869193971157074, + 0.039546750485897064, + 0.07021532207727432, + 0.05992130935192108 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.14304505288600922 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209873043000698 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209873043000698, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209873043000698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1724688857793808, + 0.03498319908976555, + 0.04853438213467598, + 0.044300127774477005, + 0.01890834979712963, + 0.11909829825162888, + 0.08868952840566635, + 0.37595075368881226, + 0.05697173252701759, + 0.04009474813938141 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.014209873043000698 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585810765624046 + ], + "opposite_logprob_tokens": [ + -3.895585775375366 + ], + "logprob_reward": -0.020585810765624046, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585810765624046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1793643832206726, + 0.02610573172569275, + 0.030305348336696625, + 0.022803131490945816, + 0.026659395545721054, + 0.041643623262643814, + 0.15267428755760193, + 0.3375174105167389, + 0.07163561880588531, + 0.1112910807132721 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.020585810765624046 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009774796664714813 + ], + "opposite_logprob_tokens": [ + -4.634774684906006 + ], + "logprob_reward": -0.009774796664714813, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009774796664714813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23607708513736725, + 0.03144212067127228, + 0.07387053966522217, + 0.17986202239990234, + 0.08002158254384995, + 0.08421504497528076, + 0.08734720200300217, + 0.017292635515332222, + 0.17664922773838043, + 0.0332225076854229 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.009774796664714813 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067284926772117615 + ], + "opposite_logprob_tokens": [ + -5.006728649139404 + ], + "logprob_reward": -0.0067284926772117615, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067284926772117615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4662192761898041, + 0.03018631786108017, + 0.09559659659862518, + 0.036470405757427216, + 0.04365196451544762, + 0.1011388748884201, + 0.03045782633125782, + 0.06413029134273529, + 0.07311604917049408, + 0.05903241038322449 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0067284926772117615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing close-up focuses on a dark, polished walnut bar. A pair of clean, slender hands takes center stage. Their owners, their nails neatly manicured, steadily and calmly grip the lower half of a stainless steel Boston shaker, gleaming with a cool metallic sheen. The other hand elegantly grips a measuring cup filled with amber liquid. With a flick of the wrist, a thin, continuous stream of liquid is poured into the shaker with unerring precision. The liquid shimmers alluringly under the warm overhead light. Then, the hand drops the measuring cup and, with swift and decisive movements, switches to a mixing bottle filled with crimson liquid. With the same deft gesture, it pours a second time, the two distinct colors mingling in the shaker, creating a subtle gradation of color. In the background, several crystal clear classical wine glasses and rows of wine bottles with blurred labels form beautiful bokeh under the soft light. The tones of the entire scene are warm and mellow, creating an atmosphere of professional bartending that is extremely focused, elegant and full of ritual.", + "seed": 26392, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_9/index_3130_seed_26392_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030330894514918327, + "vlm_logprob": -0.030330894514918327, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.030330894514918327, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0793607085943222 + ], + "opposite_logprob_tokens": [ + -2.5793607234954834 + ], + "logprob_reward": -0.0793607085943222, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0793607085943222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040304869413375854, + 0.15438222885131836, + 0.056945446878671646, + 0.06583204120397568, + 0.3201883137226105, + 0.06663649529218674, + 0.0841304138302803, + 0.1387903243303299, + 0.030773255974054337, + 0.0420166440308094 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.0793607085943222 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029812900349497795 + ], + "opposite_logprob_tokens": [ + -3.529812812805176 + ], + "logprob_reward": -0.029812900349497795, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029812900349497795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051633916795253754, + 0.053334858268499374, + 0.042487166821956635, + 0.05011732876300812, + 0.5348459482192993, + 0.046943821012973785, + 0.06204760819673538, + 0.07526471465826035, + 0.044108837842941284, + 0.0392158068716526 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.029812900349497795 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029807230457663536 + ], + "opposite_logprob_tokens": [ + -3.5298073291778564 + ], + "logprob_reward": -0.029807230457663536, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029807230457663536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.129506453871727, + 0.16272012889385223, + 0.1841297447681427, + 0.09398730844259262, + 0.1368916630744934, + 0.06642445921897888, + 0.06859829276800156, + 0.06405051052570343, + 0.03580007702112198, + 0.057891346514225006 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.029807230457663536 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944430362433195 + ], + "opposite_logprob_tokens": [ + -5.13094425201416 + ], + "logprob_reward": -0.005944430362433195, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944430362433195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05198494717478752, + 0.1824646294116974, + 0.08401717245578766, + 0.07595623284578323, + 0.11613859236240387, + 0.11426454037427902, + 0.1355734020471573, + 0.10709304362535477, + 0.021149171516299248, + 0.11135833710432053 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.005944430362433195 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729202810674906 + ], + "opposite_logprob_tokens": [ + -5.0067291259765625 + ], + "logprob_reward": -0.006729202810674906, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729202810674906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06977105140686035, + 0.09743572771549225, + 0.057621028274297714, + 0.08627849817276001, + 0.1404270976781845, + 0.24656067788600922, + 0.11084282398223877, + 0.07943465560674667, + 0.027999291196465492, + 0.08362912386655807 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.006729202810674906 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing close-up focuses on a dark, polished walnut bar. A pair of clean, slender hands takes center stage. Their owners, their nails neatly manicured, steadily and calmly grip the lower half of a stainless steel Boston shaker, gleaming with a cool metallic sheen. The other hand elegantly grips a measuring cup filled with amber liquid. With a flick of the wrist, a thin, continuous stream of liquid is poured into the shaker with unerring precision. The liquid shimmers alluringly under the warm overhead light. Then, the hand drops the measuring cup and, with swift and decisive movements, switches to a mixing bottle filled with crimson liquid. With the same deft gesture, it pours a second time, the two distinct colors mingling in the shaker, creating a subtle gradation of color. In the background, several crystal clear classical wine glasses and rows of wine bottles with blurred labels form beautiful bokeh under the soft light. The tones of the entire scene are warm and mellow, creating an atmosphere of professional bartending that is extremely focused, elegant and full of ritual.", + "seed": 26393, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_9/index_3130_seed_26393_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3665908794850111, + "vlm_logprob": -0.3665908794850111, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.3665908794850111, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.701845645904541 + ], + "opposite_logprob_tokens": [ + -0.20184558629989624 + ], + "logprob_reward": -1.701845645904541, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.701845645904541, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14344622194766998, + 0.05942825227975845, + 0.1533348113298416, + 0.14864899218082428, + 0.106013722717762, + 0.08254631608724594, + 0.0935157909989357, + 0.1041812151670456, + 0.04394707456231117, + 0.06493759900331497 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -1.701845645904541 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023316839709877968 + ], + "opposite_logprob_tokens": [ + -3.7733168601989746 + ], + "logprob_reward": -0.023316839709877968, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023316839709877968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14522908627986908, + 0.10156356543302536, + 0.14283862709999084, + 0.11136702448129654, + 0.12858226895332336, + 0.0631164014339447, + 0.08315327018499374, + 0.10174871981143951, + 0.04222249239683151, + 0.08017848432064056 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.023316839709877968 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043082352727651596 + ], + "opposite_logprob_tokens": [ + -3.1680822372436523 + ], + "logprob_reward": -0.043082352727651596, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043082352727651596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1635420322418213, + 0.04377220198512077, + 0.12601856887340546, + 0.15482889115810394, + 0.16005998849868774, + 0.04477392137050629, + 0.05410517379641533, + 0.05376770347356796, + 0.11903385818004608, + 0.08009771257638931 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.043082352727651596 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864705726504326 + ], + "opposite_logprob_tokens": [ + -3.048647165298462 + ], + "logprob_reward": -0.04864705726504326, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864705726504326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10442934185266495, + 0.038543879985809326, + 0.06554193794727325, + 0.15616178512573242, + 0.24468781054019928, + 0.030825067311525345, + 0.08467351645231247, + 0.09141601622104645, + 0.07399184256792068, + 0.10972878336906433 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.04864705726504326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062501817941666 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.016062501817941666, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062501817941666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09498440474271774, + 0.042445797473192215, + 0.24468833208084106, + 0.1816376894712448, + 0.12296375632286072, + 0.034906886518001556, + 0.08864718675613403, + 0.03689077869057655, + 0.06758219003677368, + 0.08525296300649643 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.016062501817941666 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing close-up focuses on a dark, polished walnut bar. A pair of clean, slender hands takes center stage. Their owners, their nails neatly manicured, steadily and calmly grip the lower half of a stainless steel Boston shaker, gleaming with a cool metallic sheen. The other hand elegantly grips a measuring cup filled with amber liquid. With a flick of the wrist, a thin, continuous stream of liquid is poured into the shaker with unerring precision. The liquid shimmers alluringly under the warm overhead light. Then, the hand drops the measuring cup and, with swift and decisive movements, switches to a mixing bottle filled with crimson liquid. With the same deft gesture, it pours a second time, the two distinct colors mingling in the shaker, creating a subtle gradation of color. In the background, several crystal clear classical wine glasses and rows of wine bottles with blurred labels form beautiful bokeh under the soft light. The tones of the entire scene are warm and mellow, creating an atmosphere of professional bartending that is extremely focused, elegant and full of ritual.", + "seed": 26394, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000226/group_9/index_3130_seed_26394_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.043561869440600275, + "vlm_logprob": -0.043561869440600275, + "vlm_yes_no_margin": 3.950000023841858, + "vlm_token_credit": -0.043561869440600275, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1431376188993454 + ], + "opposite_logprob_tokens": [ + -2.0181376934051514 + ], + "logprob_reward": -0.1431376188993454, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1431376188993454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17847909033298492, + 0.15914519131183624, + 0.031192006543278694, + 0.06298384070396423, + 0.0521819069981575, + 0.12503086030483246, + 0.15457332134246826, + 0.06885121017694473, + 0.0945717990398407, + 0.07299073785543442 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.1431376188993454 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867669194936752 + ], + "opposite_logprob_tokens": [ + -3.0486767292022705 + ], + "logprob_reward": -0.04867669194936752, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867669194936752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41012290120124817, + 0.047675102949142456, + 0.06087750941514969, + 0.0513116829097271, + 0.041139114648103714, + 0.09471713751554489, + 0.04916924238204956, + 0.12257848680019379, + 0.05103476345539093, + 0.07137413322925568 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.04867669194936752 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016074350103735924 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.016074350103735924, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016074350103735924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16478827595710754, + 0.1446836143732071, + 0.11503226310014725, + 0.06861903518438339, + 0.05253094807267189, + 0.06341775506734848, + 0.05292337387800217, + 0.1793268620967865, + 0.04809202626347542, + 0.11058580130338669 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.016074350103735924 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733584217727184 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733584217727184, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733584217727184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16402500867843628, + 0.1216423287987709, + 0.038927268236875534, + 0.13175490498542786, + 0.061198752373456955, + 0.09262105822563171, + 0.16524776816368103, + 0.03751620650291443, + 0.09354998171329498, + 0.09351672977209091 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.006733584217727184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up focusing on a dark, polished walnut bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clean, slender hands with neatly manicured nails visible gripping a stainless steel Boston shaker and a measuring cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is amber liquid poured from a measuring cup into the shaker, followed by crimson liquid from a mixing bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal clear wine glasses and rows of wine bottles with blurred labels visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm overhead light creating a bokeh effect in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031871020328253508 + ], + "opposite_logprob_tokens": [ + -5.75318717956543 + ], + "logprob_reward": -0.0031871020328253508, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031871020328253508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15991637110710144, + 0.21361511945724487, + 0.05754590779542923, + 0.08807765692472458, + 0.11780727654695511, + 0.1711866557598114, + 0.05641549453139305, + 0.022713296115398407, + 0.04062720760703087, + 0.07209499180316925 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.0031871020328253508 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_0/index_tensor([4187, 4187])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_0/index_tensor([4187, 4187])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7aa4a66e13c524fbf75f52299c01829feb773d29 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_0/index_tensor([4187, 4187])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic, low-angle, static shot captures a world rendered in the style of a vivid ink painting, as a lone warrior charges forward in explosive, blurry motion. The scene is a desolate, minimalist white blank, like an unpainted scroll. Dramatic, low-key lighting from the side carves the warrior's resolute features from deep, flowing shadows; his jaw is set, his eyes focused. His long, untamed black hair streams behind him, and his body, clad in dark, tattered robes that flow like wet ink, shimmers with visible, primal energy. He explodes from a low position, his form blurring with speed as he hurtles toward the camera. As his front foot strikes the ground, the pristine white surface violently shatters, sending a spectacular spray of black ink arcing outward, the droplets momentarily suspended in the air like the decisive stroke of a master calligrapher, creating an atmosphere of raw, focused, artistic violence.", + "seed": 25775, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_0/index_4187_seed_25775_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0067452331655658785, + "vlm_logprob": -0.0067452331655658785, + "vlm_yes_no_margin": 5.525, + "vlm_token_credit": -0.0067452331655658785, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00956523697823286 + ], + "opposite_logprob_tokens": [ + -4.884565353393555 + ], + "logprob_reward": -0.00956523697823286, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00956523697823286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41455936431884766, + 0.05747547000646591, + 0.01615423522889614, + 0.15893150866031647, + 0.028038611635565758, + 0.02017153799533844, + 0.10828892886638641, + 0.044803209602832794, + 0.11212480813264847, + 0.03945239633321762 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.00956523697823286 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008198237628675997 + ], + "opposite_logprob_tokens": [ + -7.125819683074951 + ], + "logprob_reward": -0.0008198237628675997, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008198237628675997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10225231945514679, + 0.22829143702983856, + 0.03940948098897934, + 0.11642937362194061, + 0.13643977046012878, + 0.036939166486263275, + 0.10879010707139969, + 0.03079521842300892, + 0.11302913725376129, + 0.08762399852275848 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.0008198237628675997 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631906773895025 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631906773895025, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631906773895025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10235391557216644, + 0.07601121813058853, + 0.04477572441101074, + 0.19385157525539398, + 0.0301834549754858, + 0.028553074225783348, + 0.06077931821346283, + 0.0382041372358799, + 0.06137782335281372, + 0.3639097809791565 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.007631906773895025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015149556566029787 + ], + "opposite_logprob_tokens": [ + -6.501514911651611 + ], + "logprob_reward": -0.0015149556566029787, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015149556566029787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4185809791088104, + 0.08949887752532959, + 0.054373204708099365, + 0.08303864300251007, + 0.038619060069322586, + 0.029452424496412277, + 0.07429274171590805, + 0.04118554666638374, + 0.06394843757152557, + 0.10701011121273041 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0015149556566029787 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194242656230927 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194242656230927, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194242656230927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10112925618886948, + 0.06481754034757614, + 0.03450058773159981, + 0.16145914793014526, + 0.05900149419903755, + 0.0542159341275692, + 0.15319053828716278, + 0.03800269216299057, + 0.08095577359199524, + 0.2527269721031189 + ], + "top_frames": [ + 9, + 3, + 6 + ], + "selected_reward": -0.014194242656230927 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, low-angle, static shot captures a world rendered in the style of a vivid ink painting, as a lone warrior charges forward in explosive, blurry motion. The scene is a desolate, minimalist white blank, like an unpainted scroll. Dramatic, low-key lighting from the side carves the warrior's resolute features from deep, flowing shadows; his jaw is set, his eyes focused. His long, untamed black hair streams behind him, and his body, clad in dark, tattered robes that flow like wet ink, shimmers with visible, primal energy. He explodes from a low position, his form blurring with speed as he hurtles toward the camera. As his front foot strikes the ground, the pristine white surface violently shatters, sending a spectacular spray of black ink arcing outward, the droplets momentarily suspended in the air like the decisive stroke of a master calligrapher, creating an atmosphere of raw, focused, artistic violence.", + "seed": 25776, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_0/index_4187_seed_25776_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.008682626590598375, + "vlm_logprob": -0.008682626590598375, + "vlm_yes_no_margin": 5.375, + "vlm_token_credit": -0.008682626590598375, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020374299958348274 + ], + "opposite_logprob_tokens": [ + -4.020374298095703 + ], + "logprob_reward": -0.020374299958348274, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020374299958348274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14418724179267883, + 0.13878610730171204, + 0.2229684442281723, + 0.055238500237464905, + 0.0502132847905159, + 0.04589221253991127, + 0.07520651817321777, + 0.11507368087768555, + 0.0319354385137558, + 0.12049861997365952 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.020374299958348274 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009308296139352024 + ], + "opposite_logprob_tokens": [ + -7.0009307861328125 + ], + "logprob_reward": -0.0009308296139352024, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009308296139352024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21206992864608765, + 0.1798260360956192, + 0.11441650241613388, + 0.11656823754310608, + 0.11971437186002731, + 0.06519366800785065, + 0.04444589465856552, + 0.0801628828048706, + 0.03400973603129387, + 0.03359274938702583 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0009308296139352024 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100962076336145 + ], + "opposite_logprob_tokens": [ + -5.504100799560547 + ], + "logprob_reward": -0.004100962076336145, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100962076336145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24072036147117615, + 0.08729920536279678, + 0.19759291410446167, + 0.06455782800912857, + 0.028477156534790993, + 0.0749911516904831, + 0.09353821724653244, + 0.05744212493300438, + 0.08408472687005997, + 0.07129638642072678 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.004100962076336145 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019432486733421683 + ], + "opposite_logprob_tokens": [ + -6.251943111419678 + ], + "logprob_reward": -0.0019432486733421683, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019432486733421683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12879788875579834, + 0.12109123170375824, + 0.12155795097351074, + 0.05133846402168274, + 0.08302643895149231, + 0.07257742434740067, + 0.08007365465164185, + 0.14203976094722748, + 0.044971007853746414, + 0.1545262187719345 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.0019432486733421683 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063792631030083 + ], + "opposite_logprob_tokens": [ + -4.141063690185547 + ], + "logprob_reward": -0.016063792631030083, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063792631030083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23220734298229218, + 0.06525976955890656, + 0.2503649890422821, + 0.0518377386033535, + 0.04950142279267311, + 0.07431721687316895, + 0.07080519944429398, + 0.0794750228524208, + 0.043367430567741394, + 0.08286381512880325 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.016063792631030083 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, low-angle, static shot captures a world rendered in the style of a vivid ink painting, as a lone warrior charges forward in explosive, blurry motion. The scene is a desolate, minimalist white blank, like an unpainted scroll. Dramatic, low-key lighting from the side carves the warrior's resolute features from deep, flowing shadows; his jaw is set, his eyes focused. His long, untamed black hair streams behind him, and his body, clad in dark, tattered robes that flow like wet ink, shimmers with visible, primal energy. He explodes from a low position, his form blurring with speed as he hurtles toward the camera. As his front foot strikes the ground, the pristine white surface violently shatters, sending a spectacular spray of black ink arcing outward, the droplets momentarily suspended in the air like the decisive stroke of a master calligrapher, creating an atmosphere of raw, focused, artistic violence.", + "seed": 25777, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_0/index_4187_seed_25777_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.009388525632675736, + "vlm_logprob": -0.009388525632675736, + "vlm_yes_no_margin": 5.275, + "vlm_token_credit": -0.009388525632675736, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014477682299911976 + ], + "opposite_logprob_tokens": [ + -4.389477729797363 + ], + "logprob_reward": -0.014477682299911976, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014477682299911976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17032963037490845, + 0.11828216910362244, + 0.11540113389492035, + 0.060305725783109665, + 0.1888856291770935, + 0.11031141877174377, + 0.03783489763736725, + 0.0673016831278801, + 0.0918894037604332, + 0.039458226412534714 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.014477682299911976 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007257211836986244 + ], + "opposite_logprob_tokens": [ + -7.250725746154785 + ], + "logprob_reward": -0.0007257211836986244, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007257211836986244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29544374346733093, + 0.09019135683774948, + 0.17023290693759918, + 0.07731644809246063, + 0.061099156737327576, + 0.08036098629236221, + 0.05455104634165764, + 0.05423833802342415, + 0.04349585995078087, + 0.07307018339633942 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0007257211836986244 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525687774643302 + ], + "opposite_logprob_tokens": [ + -5.255256652832031 + ], + "logprob_reward": -0.00525687774643302, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525687774643302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23383553326129913, + 0.08660601824522018, + 0.09654226154088974, + 0.14732548594474792, + 0.14442582428455353, + 0.05433544144034386, + 0.054403990507125854, + 0.03733031451702118, + 0.022817254066467285, + 0.12237782031297684 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.00525687774643302 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196252044290304 + ], + "opposite_logprob_tokens": [ + -5.7531962394714355 + ], + "logprob_reward": -0.003196252044290304, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196252044290304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22062011063098907, + 0.05118123069405556, + 0.08361518383026123, + 0.07734217494726181, + 0.20698224008083344, + 0.04759026691317558, + 0.03965969383716583, + 0.03976895660161972, + 0.026030736044049263, + 0.20720940828323364 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.003196252044290304 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328609488904476 + ], + "opposite_logprob_tokens": [ + -3.7732861042022705 + ], + "logprob_reward": -0.02328609488904476, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328609488904476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20037899911403656, + 0.059283915907144547, + 0.055183861404657364, + 0.06526058912277222, + 0.09868894517421722, + 0.07938602566719055, + 0.14134913682937622, + 0.0970982238650322, + 0.03989441320300102, + 0.1634758859872818 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.02328609488904476 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, low-angle, static shot captures a world rendered in the style of a vivid ink painting, as a lone warrior charges forward in explosive, blurry motion. The scene is a desolate, minimalist white blank, like an unpainted scroll. Dramatic, low-key lighting from the side carves the warrior's resolute features from deep, flowing shadows; his jaw is set, his eyes focused. His long, untamed black hair streams behind him, and his body, clad in dark, tattered robes that flow like wet ink, shimmers with visible, primal energy. He explodes from a low position, his form blurring with speed as he hurtles toward the camera. As his front foot strikes the ground, the pristine white surface violently shatters, sending a spectacular spray of black ink arcing outward, the droplets momentarily suspended in the air like the decisive stroke of a master calligrapher, creating an atmosphere of raw, focused, artistic violence.", + "seed": 25778, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_0/index_4187_seed_25778_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.00878475869540125, + "vlm_logprob": -0.00878475869540125, + "vlm_yes_no_margin": 5.4, + "vlm_token_credit": -0.00878475869540125, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014267577789723873 + ], + "opposite_logprob_tokens": [ + -4.514267444610596 + ], + "logprob_reward": -0.014267577789723873, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.014267577789723873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18276812136173248, + 0.03137427568435669, + 0.05488988384604454, + 0.03209289163351059, + 0.0861048549413681, + 0.044526394456624985, + 0.09661681205034256, + 0.2293580323457718, + 0.06778024137020111, + 0.17448846995830536 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.014267577789723873 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008217295398935676 + ], + "opposite_logprob_tokens": [ + -7.125821590423584 + ], + "logprob_reward": -0.0008217295398935676, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008217295398935676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2750067412853241, + 0.07631225138902664, + 0.03337320685386658, + 0.03954370692372322, + 0.0714188888669014, + 0.08232112228870392, + 0.15163171291351318, + 0.0664619505405426, + 0.08485253900289536, + 0.1190778911113739 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.0008217295398935676 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740570068359375 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740570068359375, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740570068359375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27777671813964844, + 0.038684289902448654, + 0.04843588173389435, + 0.2034090757369995, + 0.06505773216485977, + 0.02893645502626896, + 0.08192948251962662, + 0.11882622539997101, + 0.07472732663154602, + 0.062216807156801224 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.006740570068359375 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015170981641858816 + ], + "opposite_logprob_tokens": [ + -6.501517295837402 + ], + "logprob_reward": -0.0015170981641858816, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015170981641858816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18635480105876923, + 0.052774038165807724, + 0.05293886363506317, + 0.04580095037817955, + 0.032880622893571854, + 0.16554595530033112, + 0.1738288849592209, + 0.14705775678157806, + 0.07808654755353928, + 0.06473156064748764 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.0015170981641858816 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the scene that of a vivid ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a desolate, minimalist white blank surface resembling an unpainted scroll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone warrior visible charging forward with explosive, blurry motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior have long, untamed black hair streaming behind him and wear dark, tattered robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warrior's front foot strike the white surface causing it to shatter and spray black ink outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057681791484356 + ], + "opposite_logprob_tokens": [ + -3.8955767154693604 + ], + "logprob_reward": -0.02057681791484356, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057681791484356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19233258068561554, + 0.048022836446762085, + 0.03067190572619438, + 0.0642022043466568, + 0.0902649387717247, + 0.10445602983236313, + 0.0888219028711319, + 0.13110198080539703, + 0.14241914451122284, + 0.10770648717880249 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.02057681791484356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_1/index_tensor([7165, 7165])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_1/index_tensor([7165, 7165])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..88550808b76bbd4629b4d37afbc57dc6300bc0b5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_1/index_tensor([7165, 7165])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up shot, captured from a slightly overhead angle, the camera remains still, focused on a man's hand, with a healthy complexion, distinct joints, and neatly manicured features. He carefully places a sophisticated mechanical watch on his other wrist. The watch features a polished stainless steel case and a deep navy blue dial. A complex tourbillon mechanism gracefully rotates at six o'clock. Silver-toned hour markers and leaf-shaped hands gleam under the sapphire crystal. The watch is fitted with a dark brown alligator leather strap with a natural grain and delicate stitching. The fingers' movements are steady and deliberate. With a crisp, subtle click, the stainless steel folding clasp snaps into place, a smooth, expertly executed movement. The background is completely blurred by the shallow depth of field, and the surroundings are subtly blurred into a hazy bokeh of warm interior lighting, with only the faint outlines of the wood visible. A soft side light accurately illuminates the hands and watch, outlining clear and smooth highlights on the polished metal surface, making the texture of the leather strap and the texture of the skin appear particularly real, creating a calm, luxurious and ritualistic atmosphere of concentration.", + "seed": 19069, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_1/index_7165_seed_19069_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012734427535906433, + "vlm_logprob": -0.012734427535906433, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.012734427535906433, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012273970991373062 + ], + "opposite_logprob_tokens": [ + -4.512273788452148 + ], + "logprob_reward": -0.012273970991373062, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012273970991373062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.256191223859787, + 0.058832041919231415, + 0.055668216198682785, + 0.040896862745285034, + 0.05733133479952812, + 0.06083308905363083, + 0.048307910561561584, + 0.06993250548839569, + 0.07461733371019363, + 0.2773894965648651 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.012273970991373062 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299837484955788 + ], + "opposite_logprob_tokens": [ + -3.7732999324798584 + ], + "logprob_reward": -0.023299837484955788, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299837484955788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10112975537776947, + 0.06887978315353394, + 0.05625692754983902, + 0.05616646632552147, + 0.05783520266413689, + 0.03384248539805412, + 0.07526680827140808, + 0.08030052483081818, + 0.13164936006069183, + 0.3386727273464203 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.023299837484955788 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201764017343521 + ], + "opposite_logprob_tokens": [ + -4.264201641082764 + ], + "logprob_reward": -0.014201764017343521, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201764017343521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19157271087169647, + 0.07491745799779892, + 0.08909814804792404, + 0.08642568439245224, + 0.08158621937036514, + 0.03947245702147484, + 0.059457652270793915, + 0.086399607360363, + 0.08924131095409393, + 0.20182877779006958 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.014201764017343521 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080400086939335 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080400086939335, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080400086939335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18694277107715607, + 0.07478931546211243, + 0.07255443930625916, + 0.07323727011680603, + 0.11120665818452835, + 0.06729098409414291, + 0.06562355160713196, + 0.07843931019306183, + 0.07062586396932602, + 0.19928978383541107 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.011080400086939335 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028161650989204645 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.0028161650989204645, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028161650989204645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04029424861073494, + 0.02600456215441227, + 0.06737767904996872, + 0.04970069229602814, + 0.12726792693138123, + 0.044926054775714874, + 0.04511178657412529, + 0.05679238960146904, + 0.038012970238924026, + 0.5045116543769836 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.0028161650989204645 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot, captured from a slightly overhead angle, the camera remains still, focused on a man's hand, with a healthy complexion, distinct joints, and neatly manicured features. He carefully places a sophisticated mechanical watch on his other wrist. The watch features a polished stainless steel case and a deep navy blue dial. A complex tourbillon mechanism gracefully rotates at six o'clock. Silver-toned hour markers and leaf-shaped hands gleam under the sapphire crystal. The watch is fitted with a dark brown alligator leather strap with a natural grain and delicate stitching. The fingers' movements are steady and deliberate. With a crisp, subtle click, the stainless steel folding clasp snaps into place, a smooth, expertly executed movement. The background is completely blurred by the shallow depth of field, and the surroundings are subtly blurred into a hazy bokeh of warm interior lighting, with only the faint outlines of the wood visible. A soft side light accurately illuminates the hands and watch, outlining clear and smooth highlights on the polished metal surface, making the texture of the leather strap and the texture of the skin appear particularly real, creating a calm, luxurious and ritualistic atmosphere of concentration.", + "seed": 19070, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_1/index_7165_seed_19070_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.022087079007178545, + "vlm_logprob": -0.022087079007178545, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.022087079007178545, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025239406153559685 + ], + "opposite_logprob_tokens": [ + -3.7752394676208496 + ], + "logprob_reward": -0.025239406153559685, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025239406153559685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2548116147518158, + 0.09132928401231766, + 0.13003240525722504, + 0.08781027048826218, + 0.09570620208978653, + 0.09544957429170609, + 0.03308955207467079, + 0.04552392289042473, + 0.0229039266705513, + 0.1433432251214981 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.025239406153559685 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300185799598694 + ], + "opposite_logprob_tokens": [ + -3.7733001708984375 + ], + "logprob_reward": -0.023300185799598694, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300185799598694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2616293132305145, + 0.07811008393764496, + 0.03131714463233948, + 0.1542150378227234, + 0.056897860020399094, + 0.10109607875347137, + 0.02754969894886017, + 0.21667125821113586, + 0.029140232130885124, + 0.04337337985634804 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.023300185799598694 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811038285493851 + ], + "opposite_logprob_tokens": [ + -3.2881104946136475 + ], + "logprob_reward": -0.03811038285493851, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811038285493851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17525628209114075, + 0.1375436782836914, + 0.19706760346889496, + 0.13105566799640656, + 0.07151281833648682, + 0.07251112163066864, + 0.03044797107577324, + 0.0817730575799942, + 0.04192405566573143, + 0.06090772897005081 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.03811038285493851 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020597605034708977 + ], + "opposite_logprob_tokens": [ + -3.8955976963043213 + ], + "logprob_reward": -0.020597605034708977, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020597605034708977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1330200731754303, + 0.1780044436454773, + 0.08707360178232193, + 0.19829970598220825, + 0.08955229073762894, + 0.14447121322155, + 0.02401536889374256, + 0.04181455075740814, + 0.03585917130112648, + 0.06788957864046097 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.020597605034708977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031878151930868626 + ], + "opposite_logprob_tokens": [ + -5.753187656402588 + ], + "logprob_reward": -0.0031878151930868626, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031878151930868626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23226621747016907, + 0.08475786447525024, + 0.04896188899874687, + 0.12351623177528381, + 0.061228882521390915, + 0.3005422353744507, + 0.02137148007750511, + 0.07000765949487686, + 0.019608676433563232, + 0.03773890435695648 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.0031878151930868626 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot, captured from a slightly overhead angle, the camera remains still, focused on a man's hand, with a healthy complexion, distinct joints, and neatly manicured features. He carefully places a sophisticated mechanical watch on his other wrist. The watch features a polished stainless steel case and a deep navy blue dial. A complex tourbillon mechanism gracefully rotates at six o'clock. Silver-toned hour markers and leaf-shaped hands gleam under the sapphire crystal. The watch is fitted with a dark brown alligator leather strap with a natural grain and delicate stitching. The fingers' movements are steady and deliberate. With a crisp, subtle click, the stainless steel folding clasp snaps into place, a smooth, expertly executed movement. The background is completely blurred by the shallow depth of field, and the surroundings are subtly blurred into a hazy bokeh of warm interior lighting, with only the faint outlines of the wood visible. A soft side light accurately illuminates the hands and watch, outlining clear and smooth highlights on the polished metal surface, making the texture of the leather strap and the texture of the skin appear particularly real, creating a calm, luxurious and ritualistic atmosphere of concentration.", + "seed": 19071, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_1/index_7165_seed_19071_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04787151273339987, + "vlm_logprob": -0.04787151273339987, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.04787151273339987, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07173924148082733 + ], + "opposite_logprob_tokens": [ + -2.6967391967773438 + ], + "logprob_reward": -0.07173924148082733, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07173924148082733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.284146785736084, + 0.1685948371887207, + 0.09830714762210846, + 0.06815344095230103, + 0.0737939178943634, + 0.05374392867088318, + 0.09771230071783066, + 0.040223270654678345, + 0.07814434915781021, + 0.03718004748225212 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07173924148082733 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635827101767063 + ], + "opposite_logprob_tokens": [ + -3.6513583660125732 + ], + "logprob_reward": -0.02635827101767063, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635827101767063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2671506404876709, + 0.09735610336065292, + 0.08722822368144989, + 0.06649143248796463, + 0.08607588708400726, + 0.05606786534190178, + 0.09442080557346344, + 0.055716756731271744, + 0.1375352293252945, + 0.05195700749754906 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.02635827101767063 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295715719461441 + ], + "opposite_logprob_tokens": [ + -2.237957239151001 + ], + "logprob_reward": -0.11295715719461441, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295715719461441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19903099536895752, + 0.18858850002288818, + 0.07809929549694061, + 0.10090328752994537, + 0.08346974849700928, + 0.06641314178705215, + 0.048926301300525665, + 0.07775970548391342, + 0.0632905587553978, + 0.09351840615272522 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.11295715719461441 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026365237310528755 + ], + "opposite_logprob_tokens": [ + -3.651365280151367 + ], + "logprob_reward": -0.026365237310528755, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026365237310528755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28125396370887756, + 0.21305011212825775, + 0.07358266413211823, + 0.07048500329256058, + 0.07325006276369095, + 0.038504842668771744, + 0.052388980984687805, + 0.04266111180186272, + 0.05267589911818504, + 0.10214740037918091 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.026365237310528755 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019376566633582115 + ], + "opposite_logprob_tokens": [ + -6.2519378662109375 + ], + "logprob_reward": -0.0019376566633582115, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019376566633582115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1856503039598465, + 0.17507784068584442, + 0.1526428908109665, + 0.16379131376743317, + 0.09501703828573227, + 0.043111007660627365, + 0.049558162689208984, + 0.04072295129299164, + 0.0447397381067276, + 0.04968882352113724 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0019376566633582115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot, captured from a slightly overhead angle, the camera remains still, focused on a man's hand, with a healthy complexion, distinct joints, and neatly manicured features. He carefully places a sophisticated mechanical watch on his other wrist. The watch features a polished stainless steel case and a deep navy blue dial. A complex tourbillon mechanism gracefully rotates at six o'clock. Silver-toned hour markers and leaf-shaped hands gleam under the sapphire crystal. The watch is fitted with a dark brown alligator leather strap with a natural grain and delicate stitching. The fingers' movements are steady and deliberate. With a crisp, subtle click, the stainless steel folding clasp snaps into place, a smooth, expertly executed movement. The background is completely blurred by the shallow depth of field, and the surroundings are subtly blurred into a hazy bokeh of warm interior lighting, with only the faint outlines of the wood visible. A soft side light accurately illuminates the hands and watch, outlining clear and smooth highlights on the polished metal surface, making the texture of the leather strap and the texture of the skin appear particularly real, creating a calm, luxurious and ritualistic atmosphere of concentration.", + "seed": 19072, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_1/index_7165_seed_19072_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013997372658923268, + "vlm_logprob": -0.013997372658923268, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.013997372658923268, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017590466886758804 + ], + "opposite_logprob_tokens": [ + -4.142590522766113 + ], + "logprob_reward": -0.017590466886758804, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017590466886758804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2919604182243347, + 0.10465331375598907, + 0.10646995902061462, + 0.0340958833694458, + 0.08203007280826569, + 0.03383957967162132, + 0.03142977133393288, + 0.05705902352929115, + 0.039519570767879486, + 0.21894241869449615 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.017590466886758804 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607646234333515 + ], + "opposite_logprob_tokens": [ + -4.141076564788818 + ], + "logprob_reward": -0.01607646234333515, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607646234333515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11123155057430267, + 0.06948564201593399, + 0.08036549389362335, + 0.1262310892343521, + 0.14946064352989197, + 0.06362489610910416, + 0.0986497774720192, + 0.06072068214416504, + 0.13622967898845673, + 0.1040005162358284 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.01607646234333515 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020587095990777016 + ], + "opposite_logprob_tokens": [ + -3.895587205886841 + ], + "logprob_reward": -0.020587095990777016, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020587095990777016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18665584921836853, + 0.05784985050559044, + 0.18742381036281586, + 0.231371209025383, + 0.060914840549230576, + 0.07027120143175125, + 0.06148039922118187, + 0.03880477696657181, + 0.05836837738752365, + 0.04685969650745392 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.020587095990777016 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543240562081337 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.012543240562081337, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543240562081337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1447238326072693, + 0.0882449746131897, + 0.17438526451587677, + 0.17320112884044647, + 0.0895504429936409, + 0.07899758219718933, + 0.09452563524246216, + 0.044152602553367615, + 0.04601409658789635, + 0.06620439887046814 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.012543240562081337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a man's hand with a healthy complexion and distinct joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly overhead angle and remains still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man place a mechanical watch with a polished stainless steel case and deep navy blue dial on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the watch fitted with a dark brown alligator leather strap featuring natural grain and delicate stitching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with a shallow depth of field showing only faint outlines of wood and warm interior lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189597511664033 + ], + "opposite_logprob_tokens": [ + -5.753189563751221 + ], + "logprob_reward": -0.003189597511664033, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189597511664033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13456733524799347, + 0.04021027684211731, + 0.1456044763326645, + 0.10979681462049484, + 0.09593134373426437, + 0.09224668145179749, + 0.0904325321316719, + 0.0637078732252121, + 0.1451094001531601, + 0.08239319175481796 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.003189597511664033 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_10/index_tensor([7188, 7188])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_10/index_tensor([7188, 7188])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b3db458809f5593e7f910fc97ae16ac4866ac7bb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_10/index_tensor([7188, 7188])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This high-frame, extreme close-up, rendered in the stark, high-contrast style of a black-and-white horror comic, captures a sentient wooden drumstick with a stern, minimalist face carved into its shaft. The camera remains still, focused on the polished, dark-grained wood of the drumstick as it hovers above an ancient, unrolled scroll of fiber paper. The scene is defined by abyssal blacks and brilliant whites, with a single, harsh light source casting deep, sharp-edged shadows. The drumstick moves with unsettling fluidity, sliding sideways and carefully dipping its teardrop tip into a pool of heavy graphite filled with viscous black ink. As it pulls back, a dramatic ink splash erupts, the droplets frozen for a moment by the high frame rate before staining the surrounding surface. The drumstick then returns to the scroll, its sternly carved eyes seemingly fixed on the paper as it begins writing, its tip deliberately depressed to form a complex, unknown character. The entire sequence creates a deeply unsettling atmosphere of ritual focus and unnatural life.", + "seed": 15250, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_10/index_7188_seed_15250_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10665105823427438, + "vlm_logprob": -0.10665105823427438, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.10665105823427438, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4317072331905365 + ], + "opposite_logprob_tokens": [ + -1.0567072629928589 + ], + "logprob_reward": -0.4317072331905365, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4317072331905365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07754864543676376, + 0.05649052560329437, + 0.0693170577287674, + 0.06398074328899384, + 0.24267356097698212, + 0.06498979777097702, + 0.08116737753152847, + 0.0654667466878891, + 0.15635868906974792, + 0.1220068633556366 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.4317072331905365 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005965405143797398 + ], + "opposite_logprob_tokens": [ + -5.130965232849121 + ], + "logprob_reward": -0.005965405143797398, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005965405143797398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0891670435667038, + 0.19519290328025818, + 0.2560203969478607, + 0.09990102797746658, + 0.10534776747226715, + 0.03671817481517792, + 0.0362289659678936, + 0.07497113943099976, + 0.07443730533123016, + 0.03201528266072273 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.005965405143797398 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342246681451797 + ], + "opposite_logprob_tokens": [ + -3.6513421535491943 + ], + "logprob_reward": -0.026342246681451797, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342246681451797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053787585347890854, + 0.07698862254619598, + 0.4089892506599426, + 0.05581488087773323, + 0.06799601018428802, + 0.10701866447925568, + 0.04495412856340408, + 0.05752576142549515, + 0.03533925488591194, + 0.09158588200807571 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.026342246681451797 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048657048493623734 + ], + "opposite_logprob_tokens": [ + -3.048656940460205 + ], + "logprob_reward": -0.048657048493623734, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048657048493623734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059549249708652496, + 0.06358419358730316, + 0.25180262327194214, + 0.07189051806926727, + 0.16422845423221588, + 0.02939380519092083, + 0.038433145731687546, + 0.11644822359085083, + 0.10747715830802917, + 0.09719262272119522 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.048657048493623734 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058335766196251 + ], + "opposite_logprob_tokens": [ + -3.895583391189575 + ], + "logprob_reward": -0.02058335766196251, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058335766196251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055373527109622955, + 0.04069187119603157, + 0.18929018080234528, + 0.05116400122642517, + 0.04762664809823036, + 0.30063438415527344, + 0.056421611458063126, + 0.09360529482364655, + 0.040126215666532516, + 0.125066339969635 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.02058335766196251 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This high-frame, extreme close-up, rendered in the stark, high-contrast style of a black-and-white horror comic, captures a sentient wooden drumstick with a stern, minimalist face carved into its shaft. The camera remains still, focused on the polished, dark-grained wood of the drumstick as it hovers above an ancient, unrolled scroll of fiber paper. The scene is defined by abyssal blacks and brilliant whites, with a single, harsh light source casting deep, sharp-edged shadows. The drumstick moves with unsettling fluidity, sliding sideways and carefully dipping its teardrop tip into a pool of heavy graphite filled with viscous black ink. As it pulls back, a dramatic ink splash erupts, the droplets frozen for a moment by the high frame rate before staining the surrounding surface. The drumstick then returns to the scroll, its sternly carved eyes seemingly fixed on the paper as it begins writing, its tip deliberately depressed to form a complex, unknown character. The entire sequence creates a deeply unsettling atmosphere of ritual focus and unnatural life.", + "seed": 15251, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_10/index_7188_seed_15251_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5415161501616239, + "vlm_logprob": -0.5415161501616239, + "vlm_yes_no_margin": 1.7, + "vlm_token_credit": -0.5415161501616239, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.3531525135040283 + ], + "opposite_logprob_tokens": [ + -0.10315260291099548 + ], + "logprob_reward": -2.3531525135040283, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.3531525135040283, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1563822478055954, + 0.09098194539546967, + 0.0596250556409359, + 0.14818881452083588, + 0.01640796661376953, + 0.04107105731964111, + 0.09758808463811874, + 0.2468072921037674, + 0.11306703090667725, + 0.029880478978157043 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -2.3531525135040283 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01827813871204853 + ], + "opposite_logprob_tokens": [ + -4.018278121948242 + ], + "logprob_reward": -0.01827813871204853, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01827813871204853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14052216708660126, + 0.10877349972724915, + 0.0779821053147316, + 0.08358324319124222, + 0.027660293504595757, + 0.04227857664227486, + 0.06454349309206009, + 0.3597727417945862, + 0.06504606455564499, + 0.029837772250175476 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.01827813871204853 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048678282648324966 + ], + "opposite_logprob_tokens": [ + -3.048678398132324 + ], + "logprob_reward": -0.048678282648324966, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048678282648324966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23428596556186676, + 0.09781478345394135, + 0.09113697707653046, + 0.08008311688899994, + 0.04208167642354965, + 0.13661843538284302, + 0.0655335783958435, + 0.15482716262340546, + 0.07324963063001633, + 0.024368587881326675 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.048678282648324966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603708416223526 + ], + "opposite_logprob_tokens": [ + -1.9103708267211914 + ], + "logprob_reward": -0.1603708416223526, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603708416223526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1580595076084137, + 0.07278291881084442, + 0.15837493538856506, + 0.10245799273252487, + 0.027647044509649277, + 0.12407234311103821, + 0.08780129998922348, + 0.12505067884922028, + 0.08526846766471863, + 0.05848480015993118 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.1603708416223526 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710097432136536 + ], + "opposite_logprob_tokens": [ + -2.127100944519043 + ], + "logprob_reward": -0.12710097432136536, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710097432136536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16706787049770355, + 0.04758920520544052, + 0.05410338565707207, + 0.05690241605043411, + 0.05288451537489891, + 0.19710183143615723, + 0.05639402195811272, + 0.25412341952323914, + 0.08650487661361694, + 0.027328437194228172 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.12710097432136536 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This high-frame, extreme close-up, rendered in the stark, high-contrast style of a black-and-white horror comic, captures a sentient wooden drumstick with a stern, minimalist face carved into its shaft. The camera remains still, focused on the polished, dark-grained wood of the drumstick as it hovers above an ancient, unrolled scroll of fiber paper. The scene is defined by abyssal blacks and brilliant whites, with a single, harsh light source casting deep, sharp-edged shadows. The drumstick moves with unsettling fluidity, sliding sideways and carefully dipping its teardrop tip into a pool of heavy graphite filled with viscous black ink. As it pulls back, a dramatic ink splash erupts, the droplets frozen for a moment by the high frame rate before staining the surrounding surface. The drumstick then returns to the scroll, its sternly carved eyes seemingly fixed on the paper as it begins writing, its tip deliberately depressed to form a complex, unknown character. The entire sequence creates a deeply unsettling atmosphere of ritual focus and unnatural life.", + "seed": 15252, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_10/index_7188_seed_15252_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1690989313647151, + "vlm_logprob": -0.1690989313647151, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.1690989313647151, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7724461555480957 + ], + "opposite_logprob_tokens": [ + -0.6474461555480957 + ], + "logprob_reward": -0.7724461555480957, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7724461555480957, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3621780574321747, + 0.08986084163188934, + 0.08814486116170883, + 0.18912501633167267, + 0.05794234946370125, + 0.05303703993558884, + 0.034173328429460526, + 0.05282701924443245, + 0.027436500415205956, + 0.0452750138938427 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.7724461555480957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004123281687498093 + ], + "opposite_logprob_tokens": [ + -5.504123210906982 + ], + "logprob_reward": -0.004123281687498093, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004123281687498093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1521649807691574, + 0.1406099945306778, + 0.07389906793832779, + 0.18613748252391815, + 0.07813067734241486, + 0.05327130854129791, + 0.07150216400623322, + 0.043585799634456635, + 0.0937008336186409, + 0.10699769854545593 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.004123281687498093 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793448261916637 + ], + "opposite_logprob_tokens": [ + -4.634793281555176 + ], + "logprob_reward": -0.009793448261916637, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793448261916637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2496362030506134, + 0.16668786108493805, + 0.12712404131889343, + 0.10748010873794556, + 0.06367965042591095, + 0.08097101002931595, + 0.03262346237897873, + 0.056038741022348404, + 0.04757922142744064, + 0.06817963719367981 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.009793448261916637 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306328669190407 + ], + "opposite_logprob_tokens": [ + -3.1680634021759033 + ], + "logprob_reward": -0.04306328669190407, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306328669190407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2103763222694397, + 0.21727339923381805, + 0.10768395662307739, + 0.05339343845844269, + 0.045290783047676086, + 0.05825405940413475, + 0.08330551534891129, + 0.0339435413479805, + 0.08161434531211853, + 0.10886462032794952 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.04306328669190407 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068484634160995 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068484634160995, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068484634160995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21161538362503052, + 0.3845250904560089, + 0.06901220977306366, + 0.05223643407225609, + 0.037285368889570236, + 0.0571516714990139, + 0.03531968593597412, + 0.03942221775650978, + 0.03237183392047882, + 0.0810600146651268 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.016068484634160995 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This high-frame, extreme close-up, rendered in the stark, high-contrast style of a black-and-white horror comic, captures a sentient wooden drumstick with a stern, minimalist face carved into its shaft. The camera remains still, focused on the polished, dark-grained wood of the drumstick as it hovers above an ancient, unrolled scroll of fiber paper. The scene is defined by abyssal blacks and brilliant whites, with a single, harsh light source casting deep, sharp-edged shadows. The drumstick moves with unsettling fluidity, sliding sideways and carefully dipping its teardrop tip into a pool of heavy graphite filled with viscous black ink. As it pulls back, a dramatic ink splash erupts, the droplets frozen for a moment by the high frame rate before staining the surrounding surface. The drumstick then returns to the scroll, its sternly carved eyes seemingly fixed on the paper as it begins writing, its tip deliberately depressed to form a complex, unknown character. The entire sequence creates a deeply unsettling atmosphere of ritual focus and unnatural life.", + "seed": 15253, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_10/index_7188_seed_15253_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.057072025770321486, + "vlm_logprob": -0.057072025770321486, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.057072025770321486, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.204891175031662 + ], + "opposite_logprob_tokens": [ + -1.7048912048339844 + ], + "logprob_reward": -0.204891175031662, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.204891175031662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19244036078453064, + 0.06418503820896149, + 0.055952660739421844, + 0.10827212035655975, + 0.0654178336262703, + 0.16117645800113678, + 0.09268416464328766, + 0.1547732800245285, + 0.053251318633556366, + 0.051846735179424286 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.204891175031662 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003212293842807412 + ], + "opposite_logprob_tokens": [ + -5.7532124519348145 + ], + "logprob_reward": -0.003212293842807412, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003212293842807412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30144304037094116, + 0.03466048464179039, + 0.022608298808336258, + 0.3270230293273926, + 0.056415408849716187, + 0.07413408905267715, + 0.04308653250336647, + 0.07995744794607162, + 0.033076535910367966, + 0.027595054358243942 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.003212293842807412 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160687193274498 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160687193274498, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160687193274498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2003379464149475, + 0.03019527904689312, + 0.12097183614969254, + 0.2236493080854416, + 0.12475696206092834, + 0.12419044226408005, + 0.05453347787261009, + 0.06526071578264236, + 0.02300850674510002, + 0.03309554606676102 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.0160687193274498 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486503504216671 + ], + "opposite_logprob_tokens": [ + -3.0486502647399902 + ], + "logprob_reward": -0.0486503504216671, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486503504216671, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33597782254219055, + 0.15221133828163147, + 0.058252301067113876, + 0.14094622433185577, + 0.05179217830300331, + 0.10590499639511108, + 0.029965948313474655, + 0.06903006136417389, + 0.029614968225359917, + 0.02630406618118286 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0486503504216671 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sentient wooden drumstick with a carved face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style black-and-white with high contrast and sharp-edged shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drumstick slide sideways and dip its tip into a pool of viscous black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an ink splash erupt with droplets frozen in mid-air due to high frame rate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the drumstick return to the scroll and depress its tip to form a character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537590228021145 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537590228021145, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537590228021145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09417328238487244, + 0.17273545265197754, + 0.10239696502685547, + 0.16512605547904968, + 0.049253761768341064, + 0.07489663362503052, + 0.045494452118873596, + 0.20348387956619263, + 0.03842943161725998, + 0.0540100522339344 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.012537590228021145 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_11/index_tensor([2213, 2213])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_11/index_tensor([2213, 2213])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cfb11c4a03ca3533d57a88641ca91418253d8a97 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_11/index_tensor([2213, 2213])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a low-angle shot, focusing on a massive silhouette of the Bull Demon King, seated upon a majestic throne of rugged rock. A strong, glaring white backlight emanates from behind him, precisely outlining the massive, curved horns atop his head, his mountain-like shoulders, and his massive torso clad in sharply defined, heavily armored body. Suddenly, with the force of a thunderbolt, he rises to his feet, his movement imbued with explosive power, like a dormant volcano erupting. As he rises, the black outline of the frame expands dramatically, imbued with a sense of oppression. At the moment he stood up completely, showing his incomparable huge body, the camera began to pull away quickly and steadily. The process of pulling away was smooth and continuous, gradually shrinking the figure of the Bull Demon King from a dominant figure occupying the entire screen to an isolated central point, and finally completely isolating him in a minimalist, almost completely dark, infinitely extending empty hall. Only the backlight cast his long, distorted shadow on the floor, creating an epic atmosphere of absolute loneliness, majesty and full of ominous omen.", + "seed": 13040, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_11/index_2213_seed_13040_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0714257947402075, + "vlm_logprob": -0.0714257947402075, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.0714257947402075, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005642795003950596 + ], + "opposite_logprob_tokens": [ + -5.255642890930176 + ], + "logprob_reward": -0.005642795003950596, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005642795003950596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20968779921531677, + 0.06989302486181259, + 0.15276411175727844, + 0.07358887046575546, + 0.12080437690019608, + 0.08827092498540878, + 0.06099431961774826, + 0.06467167288064957, + 0.05622144043445587, + 0.10310342162847519 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.005642795003950596 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083466000854969 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.011083466000854969, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083466000854969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12775038182735443, + 0.060779258608818054, + 0.13118168711662292, + 0.07704499363899231, + 0.06663235276937485, + 0.1816452145576477, + 0.03839810565114021, + 0.10612840950489044, + 0.0735025629401207, + 0.13693702220916748 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.011083466000854969 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019421778852120042 + ], + "opposite_logprob_tokens": [ + -6.251942157745361 + ], + "logprob_reward": -0.0019421778852120042, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019421778852120042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11542315036058426, + 0.09669384360313416, + 0.07238493114709854, + 0.03888804465532303, + 0.26436975598335266, + 0.13189351558685303, + 0.04940665513277054, + 0.06044589355587959, + 0.05331681668758392, + 0.11717740446329117 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.0019421778852120042 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292383074760437 + ], + "opposite_logprob_tokens": [ + -2.2379238605499268 + ], + "logprob_reward": -0.11292383074760437, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292383074760437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09980063885450363, + 0.06873099505901337, + 0.11136335134506226, + 0.06237412616610527, + 0.12394751608371735, + 0.13394518196582794, + 0.0674515813589096, + 0.12427181750535965, + 0.08864662796258926, + 0.11946815252304077 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.11292383074760437 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22553670406341553 + ], + "opposite_logprob_tokens": [ + -1.6005367040634155 + ], + "logprob_reward": -0.22553670406341553, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22553670406341553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1494920402765274, + 0.11325100809335709, + 0.10255540907382965, + 0.05704156309366226, + 0.09446102380752563, + 0.07312668114900589, + 0.0670592337846756, + 0.06503176689147949, + 0.049887191504240036, + 0.22809407114982605 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.22553670406341553 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a low-angle shot, focusing on a massive silhouette of the Bull Demon King, seated upon a majestic throne of rugged rock. A strong, glaring white backlight emanates from behind him, precisely outlining the massive, curved horns atop his head, his mountain-like shoulders, and his massive torso clad in sharply defined, heavily armored body. Suddenly, with the force of a thunderbolt, he rises to his feet, his movement imbued with explosive power, like a dormant volcano erupting. As he rises, the black outline of the frame expands dramatically, imbued with a sense of oppression. At the moment he stood up completely, showing his incomparable huge body, the camera began to pull away quickly and steadily. The process of pulling away was smooth and continuous, gradually shrinking the figure of the Bull Demon King from a dominant figure occupying the entire screen to an isolated central point, and finally completely isolating him in a minimalist, almost completely dark, infinitely extending empty hall. Only the backlight cast his long, distorted shadow on the floor, creating an epic atmosphere of absolute loneliness, majesty and full of ominous omen.", + "seed": 13041, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_11/index_2213_seed_13041_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.018519759201444684, + "vlm_logprob": -0.018519759201444684, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.018519759201444684, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004060002509504557 + ], + "opposite_logprob_tokens": [ + -5.629059791564941 + ], + "logprob_reward": -0.004060002509504557, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004060002509504557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1456107795238495, + 0.13290993869304657, + 0.18301114439964294, + 0.22938935458660126, + 0.08305225521326065, + 0.026570120826363564, + 0.09969892352819443, + 0.01606336422264576, + 0.03177874535322189, + 0.05191534012556076 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.004060002509504557 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746845785528421 + ], + "opposite_logprob_tokens": [ + -5.006746768951416 + ], + "logprob_reward": -0.006746845785528421, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746845785528421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2707677483558655, + 0.044895902276039124, + 0.10786063969135284, + 0.06160753220319748, + 0.2057429403066635, + 0.06182543933391571, + 0.09431513398885727, + 0.02416113205254078, + 0.05662926658987999, + 0.07219423353672028 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.006746845785528421 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007219092221930623 + ], + "opposite_logprob_tokens": [ + -7.2507219314575195 + ], + "logprob_reward": -0.0007219092221930623, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007219092221930623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07836373895406723, + 0.08471885323524475, + 0.16804710030555725, + 0.12512589991092682, + 0.17548438906669617, + 0.0422322116792202, + 0.1783783882856369, + 0.04032621532678604, + 0.0621054545044899, + 0.045217737555503845 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.0007219092221930623 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073562316596508 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073562316596508, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073562316596508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10439703613519669, + 0.10368014872074127, + 0.060162726789712906, + 0.06469948589801788, + 0.25661957263946533, + 0.0771326869726181, + 0.197805717587471, + 0.04303378239274025, + 0.03378602862358093, + 0.05868282914161682 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.011073562316596508 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999647617340088 + ], + "opposite_logprob_tokens": [ + -2.6949963569641113 + ], + "logprob_reward": -0.06999647617340088, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999647617340088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05098017677664757, + 0.08173774927854538, + 0.07857104390859604, + 0.04987421631813049, + 0.08269990980625153, + 0.04082159698009491, + 0.39655575156211853, + 0.02696823514997959, + 0.034238915890455246, + 0.15755239129066467 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.06999647617340088 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a low-angle shot, focusing on a massive silhouette of the Bull Demon King, seated upon a majestic throne of rugged rock. A strong, glaring white backlight emanates from behind him, precisely outlining the massive, curved horns atop his head, his mountain-like shoulders, and his massive torso clad in sharply defined, heavily armored body. Suddenly, with the force of a thunderbolt, he rises to his feet, his movement imbued with explosive power, like a dormant volcano erupting. As he rises, the black outline of the frame expands dramatically, imbued with a sense of oppression. At the moment he stood up completely, showing his incomparable huge body, the camera began to pull away quickly and steadily. The process of pulling away was smooth and continuous, gradually shrinking the figure of the Bull Demon King from a dominant figure occupying the entire screen to an isolated central point, and finally completely isolating him in a minimalist, almost completely dark, infinitely extending empty hall. Only the backlight cast his long, distorted shadow on the floor, creating an epic atmosphere of absolute loneliness, majesty and full of ominous omen.", + "seed": 13042, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_11/index_2213_seed_13042_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02740693441592157, + "vlm_logprob": -0.02740693441592157, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.02740693441592157, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004113546572625637 + ], + "opposite_logprob_tokens": [ + -5.629113674163818 + ], + "logprob_reward": -0.004113546572625637, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004113546572625637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06902051717042923, + 0.0329296849668026, + 0.03927784413099289, + 0.045882079750299454, + 0.0643082857131958, + 0.029137488454580307, + 0.03377187252044678, + 0.07731013000011444, + 0.5768894553184509, + 0.03147256001830101 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.004113546572625637 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744833197444677 + ], + "opposite_logprob_tokens": [ + -5.006744861602783 + ], + "logprob_reward": -0.006744833197444677, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744833197444677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15233832597732544, + 0.08718884736299515, + 0.10609427839517593, + 0.08265898376703262, + 0.08723315596580505, + 0.1030503436923027, + 0.06902048736810684, + 0.12124846130609512, + 0.1231604740023613, + 0.06800661236047745 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.006744833197444677 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022005646023899317 + ], + "opposite_logprob_tokens": [ + -6.127200603485107 + ], + "logprob_reward": -0.0022005646023899317, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022005646023899317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11564505100250244, + 0.0863664448261261, + 0.0836227536201477, + 0.06495698541402817, + 0.09368250519037247, + 0.07117369025945663, + 0.09629017859697342, + 0.24850787222385406, + 0.061502981930971146, + 0.07825147360563278 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.0022005646023899317 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107415184378624 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.01107415184378624, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107415184378624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06670340150594711, + 0.05198466777801514, + 0.08805450797080994, + 0.08204908668994904, + 0.06747716665267944, + 0.146710604429245, + 0.09351987391710281, + 0.12372496724128723, + 0.12795670330524445, + 0.15181902050971985 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.01107415184378624 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290157586336136 + ], + "opposite_logprob_tokens": [ + -2.2379016876220703 + ], + "logprob_reward": -0.11290157586336136, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290157586336136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01786818914115429, + 0.020732538774609566, + 0.018862053751945496, + 0.017759034410119057, + 0.020174456760287285, + 0.01860978826880455, + 0.02476579323410988, + 0.07862160354852676, + 0.7620353102684021, + 0.020571181550621986 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.11290157586336136 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a low-angle shot, focusing on a massive silhouette of the Bull Demon King, seated upon a majestic throne of rugged rock. A strong, glaring white backlight emanates from behind him, precisely outlining the massive, curved horns atop his head, his mountain-like shoulders, and his massive torso clad in sharply defined, heavily armored body. Suddenly, with the force of a thunderbolt, he rises to his feet, his movement imbued with explosive power, like a dormant volcano erupting. As he rises, the black outline of the frame expands dramatically, imbued with a sense of oppression. At the moment he stood up completely, showing his incomparable huge body, the camera began to pull away quickly and steadily. The process of pulling away was smooth and continuous, gradually shrinking the figure of the Bull Demon King from a dominant figure occupying the entire screen to an isolated central point, and finally completely isolating him in a minimalist, almost completely dark, infinitely extending empty hall. Only the backlight cast his long, distorted shadow on the floor, creating an epic atmosphere of absolute loneliness, majesty and full of ominous omen.", + "seed": 13043, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_11/index_2213_seed_13043_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05750478620175272, + "vlm_logprob": -0.05750478620175272, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.05750478620175272, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01326638925820589 + ], + "opposite_logprob_tokens": [ + -4.388266563415527 + ], + "logprob_reward": -0.01326638925820589, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01326638925820589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5189876556396484, + 0.04905712604522705, + 0.04502327740192413, + 0.04170484468340874, + 0.03470039367675781, + 0.030464177951216698, + 0.0700875073671341, + 0.06556867063045502, + 0.06154594570398331, + 0.08286042511463165 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.01326638925820589 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0142059950158 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.0142059950158, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0142059950158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16476117074489594, + 0.11768202483654022, + 0.10805395990610123, + 0.14347755908966064, + 0.06754801422357559, + 0.05700269713997841, + 0.07378129661083221, + 0.07858311384916306, + 0.09911631792783737, + 0.0899939015507698 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0142059950158 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008163695456460118 + ], + "opposite_logprob_tokens": [ + -7.125816345214844 + ], + "logprob_reward": -0.0008163695456460118, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008163695456460118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.197513610124588, + 0.054323021322488785, + 0.04089480638504028, + 0.06931760907173157, + 0.16416050493717194, + 0.16217568516731262, + 0.03602846711874008, + 0.05360819026827812, + 0.10849609225988388, + 0.1134820356965065 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.0008163695456460118 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033698100596666336 + ], + "opposite_logprob_tokens": [ + -3.408698081970215 + ], + "logprob_reward": -0.033698100596666336, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033698100596666336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19599376618862152, + 0.07513789087533951, + 0.04605413228273392, + 0.07394588738679886, + 0.041693780571222305, + 0.09442244470119476, + 0.07165022939443588, + 0.057474080473184586, + 0.099497489631176, + 0.24413032829761505 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.033698100596666336 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Bull Demon King with curved horns and a heavily armored body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle shot of the Bull Demon King seated on a rugged rock throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong white backlight behind the subject that outlines his horns, shoulders, and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Bull Demon King rise from a seated to a standing position with explosive power?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pull away quickly and steadily from the subject until he becomes an isolated point in a dark, empty hall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22553707659244537 + ], + "opposite_logprob_tokens": [ + -1.6005370616912842 + ], + "logprob_reward": -0.22553707659244537, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22553707659244537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16995833814144135, + 0.060455262660980225, + 0.06216030567884445, + 0.055655304342508316, + 0.14247822761535645, + 0.0985511988401413, + 0.057787440717220306, + 0.15256202220916748, + 0.04862649738788605, + 0.15176545083522797 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.22553707659244537 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_12/index_tensor([1207, 1207])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_12/index_tensor([1207, 1207])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1b0c142340678c666a1f3e139910f8bd50f14005 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_12/index_tensor([1207, 1207])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot, shot from a horizontal angle, focuses squarely on a female warrior, set against a vast, dark charcoal-gray backdrop. Her hair is styled in a high, glossy ponytail, swaying as she spins. Her face is cool, her eyes focused and sharp. She wears a simple, off-white linen martial arts uniform, its wide sleeves fully unfurled by the rapid rotation, resembling blooming petals. A dark cloth belt cinches her waist, framing her slender, powerful figure. Starting with a swift and graceful spin, her body spun steadily and rapidly, like a spinning top, her movements fluid and explosive. The longsword she grasps in one hand, its blade meticulously polished. Illuminated by a single, bright, cold light source overhead, it traces a flawless, horizontal arc of silver light through the air as she spins, like a streak of light frozen in the air, clean and sharp, without a trace of delay. The entire picture presents a minimalist beauty with calm and restrained colors, placing all the visual focus on the pure beauty of human body movements and sword blade trajectories, creating a martial arts atmosphere that is focused, calm and full of inner strength.", + "seed": 21579, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_12/index_1207_seed_21579_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.036255285935476424, + "vlm_logprob": -0.036255285935476424, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.036255285935476424, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030513035133481026 + ], + "opposite_logprob_tokens": [ + -3.530513048171997 + ], + "logprob_reward": -0.030513035133481026, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030513035133481026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09036338329315186, + 0.05283468961715698, + 0.03230684623122215, + 0.374070405960083, + 0.061791080981492996, + 0.06558351218700409, + 0.06299357116222382, + 0.10101482272148132, + 0.11640695482492447, + 0.042634785175323486 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.030513035133481026 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329634316265583 + ], + "opposite_logprob_tokens": [ + -3.773296356201172 + ], + "logprob_reward": -0.02329634316265583, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329634316265583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09882284700870514, + 0.17475011944770813, + 0.06519275158643723, + 0.11646460741758347, + 0.11920073628425598, + 0.16222858428955078, + 0.04369555413722992, + 0.06547047197818756, + 0.11185228079557419, + 0.042322076857089996 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.02329634316265583 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024931321386247873 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.0024931321386247873, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024931321386247873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11226903647184372, + 0.05925857648253441, + 0.09307873249053955, + 0.20997008681297302, + 0.09898197650909424, + 0.1262868344783783, + 0.04801338165998459, + 0.11571062356233597, + 0.11247604340314865, + 0.02395467646420002 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.0024931321386247873 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497133359313011 + ], + "opposite_logprob_tokens": [ + -2.929971218109131 + ], + "logprob_reward": -0.05497133359313011, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497133359313011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10430510342121124, + 0.07874472439289093, + 0.057082321494817734, + 0.08852165937423706, + 0.04228570684790611, + 0.09967601299285889, + 0.046689342707395554, + 0.3798055052757263, + 0.08031798154115677, + 0.02257164753973484 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.05497133359313011 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000258564949036 + ], + "opposite_logprob_tokens": [ + -2.695002555847168 + ], + "logprob_reward": -0.07000258564949036, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000258564949036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09903358668088913, + 0.04958585649728775, + 0.030238505452871323, + 0.34140533208847046, + 0.02988242544233799, + 0.056838203221559525, + 0.03275682404637337, + 0.2687683403491974, + 0.055355094373226166, + 0.03613584488630295 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.07000258564949036 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a horizontal angle, focuses squarely on a female warrior, set against a vast, dark charcoal-gray backdrop. Her hair is styled in a high, glossy ponytail, swaying as she spins. Her face is cool, her eyes focused and sharp. She wears a simple, off-white linen martial arts uniform, its wide sleeves fully unfurled by the rapid rotation, resembling blooming petals. A dark cloth belt cinches her waist, framing her slender, powerful figure. Starting with a swift and graceful spin, her body spun steadily and rapidly, like a spinning top, her movements fluid and explosive. The longsword she grasps in one hand, its blade meticulously polished. Illuminated by a single, bright, cold light source overhead, it traces a flawless, horizontal arc of silver light through the air as she spins, like a streak of light frozen in the air, clean and sharp, without a trace of delay. The entire picture presents a minimalist beauty with calm and restrained colors, placing all the visual focus on the pure beauty of human body movements and sword blade trajectories, creating a martial arts atmosphere that is focused, calm and full of inner strength.", + "seed": 21580, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_12/index_1207_seed_21580_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0431228848407045, + "vlm_logprob": -0.0431228848407045, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.0431228848407045, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03425798565149307 + ], + "opposite_logprob_tokens": [ + -3.4092578887939453 + ], + "logprob_reward": -0.03425798565149307, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03425798565149307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2738129794597626, + 0.06050288304686546, + 0.061618372797966, + 0.06725569069385529, + 0.07281122356653214, + 0.050637807697057724, + 0.1166856586933136, + 0.20313411951065063, + 0.029071582481265068, + 0.06446963548660278 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.03425798565149307 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020593518391251564 + ], + "opposite_logprob_tokens": [ + -3.8955934047698975 + ], + "logprob_reward": -0.020593518391251564, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020593518391251564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2000739872455597, + 0.16001856327056885, + 0.050808168947696686, + 0.09929681569337845, + 0.07239030301570892, + 0.15077613294124603, + 0.04971085116267204, + 0.12224533408880234, + 0.0256353747099638, + 0.06904448568820953 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.020593518391251564 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017176411347463727 + ], + "opposite_logprob_tokens": [ + -6.376717567443848 + ], + "logprob_reward": -0.0017176411347463727, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017176411347463727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19179761409759521, + 0.05232217535376549, + 0.09152344614267349, + 0.07392515987157822, + 0.12843260169029236, + 0.1772749274969101, + 0.056956782937049866, + 0.13736963272094727, + 0.03576013445854187, + 0.05463753268122673 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.0017176411347463727 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002904266119003 + ], + "opposite_logprob_tokens": [ + -2.6950290203094482 + ], + "logprob_reward": -0.07002904266119003, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002904266119003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22748301923274994, + 0.062473032623529434, + 0.15950711071491241, + 0.061929311603307724, + 0.07790771126747131, + 0.17226263880729675, + 0.03917233273386955, + 0.12069614976644516, + 0.0381111241877079, + 0.040457528084516525 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.07002904266119003 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901623636484146 + ], + "opposite_logprob_tokens": [ + -2.4640161991119385 + ], + "logprob_reward": -0.08901623636484146, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901623636484146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18148982524871826, + 0.08658439666032791, + 0.09573744237422943, + 0.05423051118850708, + 0.07666472345590591, + 0.24698513746261597, + 0.09493987262248993, + 0.050179071724414825, + 0.0893731340765953, + 0.023815885186195374 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.08901623636484146 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a horizontal angle, focuses squarely on a female warrior, set against a vast, dark charcoal-gray backdrop. Her hair is styled in a high, glossy ponytail, swaying as she spins. Her face is cool, her eyes focused and sharp. She wears a simple, off-white linen martial arts uniform, its wide sleeves fully unfurled by the rapid rotation, resembling blooming petals. A dark cloth belt cinches her waist, framing her slender, powerful figure. Starting with a swift and graceful spin, her body spun steadily and rapidly, like a spinning top, her movements fluid and explosive. The longsword she grasps in one hand, its blade meticulously polished. Illuminated by a single, bright, cold light source overhead, it traces a flawless, horizontal arc of silver light through the air as she spins, like a streak of light frozen in the air, clean and sharp, without a trace of delay. The entire picture presents a minimalist beauty with calm and restrained colors, placing all the visual focus on the pure beauty of human body movements and sword blade trajectories, creating a martial arts atmosphere that is focused, calm and full of inner strength.", + "seed": 21581, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_12/index_1207_seed_21581_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05861317333765328, + "vlm_logprob": -0.05861317333765328, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.05861317333765328, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12749257683753967 + ], + "opposite_logprob_tokens": [ + -2.127492666244507 + ], + "logprob_reward": -0.12749257683753967, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12749257683753967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1822914481163025, + 0.03845641389489174, + 0.037950072437524796, + 0.24412097036838531, + 0.0501103512942791, + 0.07257645577192307, + 0.07099074870347977, + 0.03668444603681564, + 0.24039889872074127, + 0.026420166715979576 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.12749257683753967 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635931596159935 + ], + "opposite_logprob_tokens": [ + -3.6513593196868896 + ], + "logprob_reward": -0.02635931596159935, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635931596159935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1638047993183136, + 0.16675665974617004, + 0.07322940975427628, + 0.14724960923194885, + 0.07300864160060883, + 0.06925615668296814, + 0.09180116653442383, + 0.051505036652088165, + 0.1383313536643982, + 0.025057192891836166 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.02635931596159935 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001515550771728158 + ], + "opposite_logprob_tokens": [ + -6.5015153884887695 + ], + "logprob_reward": -0.001515550771728158, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001515550771728158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10143175721168518, + 0.11100968718528748, + 0.11206483095884323, + 0.2150478959083557, + 0.07337863743305206, + 0.07348262518644333, + 0.07388471812009811, + 0.028950262814760208, + 0.1607571393251419, + 0.04999241605401039 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.001515550771728158 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905375003814697 + ], + "opposite_logprob_tokens": [ + -2.4640536308288574 + ], + "logprob_reward": -0.08905375003814697, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905375003814697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.264401376247406, + 0.10162920504808426, + 0.13387036323547363, + 0.05275622755289078, + 0.12410061061382294, + 0.06426314264535904, + 0.0740133672952652, + 0.031782761216163635, + 0.12107081711292267, + 0.03211208060383797 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.08905375003814697 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864467307925224 + ], + "opposite_logprob_tokens": [ + -3.048644781112671 + ], + "logprob_reward": -0.04864467307925224, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864467307925224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07531692832708359, + 0.149680957198143, + 0.18900682032108307, + 0.08914066106081009, + 0.1386418342590332, + 0.14115653932094574, + 0.059343911707401276, + 0.03572192043066025, + 0.039901815354824066, + 0.0820886492729187 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.04864467307925224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a horizontal angle, focuses squarely on a female warrior, set against a vast, dark charcoal-gray backdrop. Her hair is styled in a high, glossy ponytail, swaying as she spins. Her face is cool, her eyes focused and sharp. She wears a simple, off-white linen martial arts uniform, its wide sleeves fully unfurled by the rapid rotation, resembling blooming petals. A dark cloth belt cinches her waist, framing her slender, powerful figure. Starting with a swift and graceful spin, her body spun steadily and rapidly, like a spinning top, her movements fluid and explosive. The longsword she grasps in one hand, its blade meticulously polished. Illuminated by a single, bright, cold light source overhead, it traces a flawless, horizontal arc of silver light through the air as she spins, like a streak of light frozen in the air, clean and sharp, without a trace of delay. The entire picture presents a minimalist beauty with calm and restrained colors, placing all the visual focus on the pure beauty of human body movements and sword blade trajectories, creating a martial arts atmosphere that is focused, calm and full of inner strength.", + "seed": 21582, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_12/index_1207_seed_21582_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029295824910514058, + "vlm_logprob": -0.029295824910514058, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.029295824910514058, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014583422802388668 + ], + "opposite_logprob_tokens": [ + -4.264583587646484 + ], + "logprob_reward": -0.014583422802388668, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014583422802388668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3148607313632965, + 0.06446835398674011, + 0.060305848717689514, + 0.07083889096975327, + 0.10149090737104416, + 0.08360210806131363, + 0.1333646923303604, + 0.03612115606665611, + 0.07324383407831192, + 0.06170354783535004 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.014583422802388668 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635304629802704 + ], + "opposite_logprob_tokens": [ + -3.651353120803833 + ], + "logprob_reward": -0.02635304629802704, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635304629802704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2389661818742752, + 0.1688610464334488, + 0.05168557167053223, + 0.0368197038769722, + 0.09703700244426727, + 0.15599294006824493, + 0.164249449968338, + 0.028001701459288597, + 0.028204571455717087, + 0.03018183261156082 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.02635304629802704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019432486733421683 + ], + "opposite_logprob_tokens": [ + -6.251943111419678 + ], + "logprob_reward": -0.0019432486733421683, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019432486733421683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13602690398693085, + 0.11108618229627609, + 0.059810154139995575, + 0.05688910931348801, + 0.09971878677606583, + 0.1790725141763687, + 0.17886489629745483, + 0.045697689056396484, + 0.06949614733457565, + 0.06333764642477036 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.0019432486733421683 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866022989153862 + ], + "opposite_logprob_tokens": [ + -3.0486602783203125 + ], + "logprob_reward": -0.04866022989153862, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866022989153862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18761558830738068, + 0.19624587893486023, + 0.08969064056873322, + 0.11136488616466522, + 0.09670029580593109, + 0.08742251992225647, + 0.08764322847127914, + 0.032314326614141464, + 0.07170961052179337, + 0.039293073117733 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.04866022989153862 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female warrior wearing an off-white linen martial arts uniform with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a high, glossy ponytail that is swaying while she spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior performing a rapid spin where her wide sleeves unfurl like blooming petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a longsword held in one hand, tracing a horizontal arc of silver light due to a single overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot from a horizontal angle against a dark charcoal-gray backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493917688727379 + ], + "opposite_logprob_tokens": [ + -2.9299392700195312 + ], + "logprob_reward": -0.05493917688727379, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493917688727379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1426548957824707, + 0.10682206600904465, + 0.08767902106046677, + 0.0670410692691803, + 0.09127474576234818, + 0.09380108118057251, + 0.33595117926597595, + 0.03492183983325958, + 0.028569258749485016, + 0.011284868232905865 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.05493917688727379 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_13/index_tensor([5511, 5511])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_13/index_tensor([5511, 5511])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d4b6a99a75d8d12b6e8bb52ee9a22fb9369e8510 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_13/index_tensor([5511, 5511])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a dynamic, low-angle tracking shot imbued with a sense of speed, the camera hovers close to the ground, moving alongside an old-fashioned motorcycle. The focal point of the image is a stern-faced late Qing Dynasty thinker, perhaps in his forties or fifties. He wears a dark blue, heavy silk robe, the hem of which whips violently backward at high speed, leaving the hem speckled with dust. He retains a traditional Qing Dynasty hairstyle, its front section sleek, while a long, sleek, jet-black braid at the back, swept by the wind, hangs almost parallel to the ground. He expertly controls a primitive, black iron-framed motorcycle. The motorcycle's body trembles slightly from the bumps, its brass fittings gleaming with an aged patina in the setting sun. He leans forward slightly, his hands gripping the crude handlebars, his knuckles white from the strain, but his gaze remains remarkably resolute, fixed on the winding dirt road ahead, as if transported through time. The motorcycle's crude exhaust pipe spews intermittent puffs of thick black smoke, mixing with the rising dust and leaving a chaotic trail in its wake. The background is a rapidly passing landscape of withered autumn fields and sparse trees, blurred into a fluid ochre hue in motion. The entire scene is bathed in the golden glow of the late afternoon sun. Elongated shadows slither across the ground, and light penetrates the smoke and dust, creating dramatic shafts of light. The film captures the symbolic and decisive moment when a traditional intellectual resolutely embraces the power of the industrial age, creating a gritty, passionate, and unstoppable epic atmosphere.", + "seed": 3053, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_13/index_5511_seed_3053_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5495437609031797, + "vlm_logprob": -0.5495437609031797, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.5495437609031797, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.57950496673584 + ], + "opposite_logprob_tokens": [ + -0.079505056142807 + ], + "logprob_reward": -2.57950496673584, + "yes_no_margin_reward": -2.5, + "token_credit_reward": -2.57950496673584, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.35390931367874146, + 0.05929635465145111, + 0.1507263481616974, + 0.07539740204811096, + 0.04295124113559723, + 0.04659200459718704, + 0.0273359976708889, + 0.047425080090761185, + 0.11316308379173279, + 0.08320315927267075 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -2.57950496673584 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11311504989862442 + ], + "opposite_logprob_tokens": [ + -2.238115072250366 + ], + "logprob_reward": -0.11311504989862442, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11311504989862442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2855226993560791, + 0.057042691856622696, + 0.06425227224826813, + 0.1353011578321457, + 0.09908180683851242, + 0.06143951788544655, + 0.059445422142744064, + 0.04369305446743965, + 0.08248619735240936, + 0.11173511296510696 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.11311504989862442 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029816025868058205 + ], + "opposite_logprob_tokens": [ + -3.529815912246704 + ], + "logprob_reward": -0.029816025868058205, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029816025868058205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1290786862373352, + 0.05531727895140648, + 0.08623002469539642, + 0.22351635992527008, + 0.13215111196041107, + 0.06986470520496368, + 0.0509534552693367, + 0.05630631372332573, + 0.09506037831306458, + 0.10152162611484528 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.029816025868058205 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108358334749937 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.01108358334749937, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108358334749937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24990618228912354, + 0.04477619007229805, + 0.2478121966123581, + 0.09216684848070145, + 0.041016146540641785, + 0.03816124051809311, + 0.04810866340994835, + 0.08805251866579056, + 0.0750742107629776, + 0.07492580264806747 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.01108358334749937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199178665876389 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199178665876389, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199178665876389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4456133544445038, + 0.048134397715330124, + 0.09972113370895386, + 0.043754223734140396, + 0.028907163068652153, + 0.0441872663795948, + 0.03465096279978752, + 0.021784070879220963, + 0.078776516020298, + 0.15447093546390533 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.014199178665876389 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a dynamic, low-angle tracking shot imbued with a sense of speed, the camera hovers close to the ground, moving alongside an old-fashioned motorcycle. The focal point of the image is a stern-faced late Qing Dynasty thinker, perhaps in his forties or fifties. He wears a dark blue, heavy silk robe, the hem of which whips violently backward at high speed, leaving the hem speckled with dust. He retains a traditional Qing Dynasty hairstyle, its front section sleek, while a long, sleek, jet-black braid at the back, swept by the wind, hangs almost parallel to the ground. He expertly controls a primitive, black iron-framed motorcycle. The motorcycle's body trembles slightly from the bumps, its brass fittings gleaming with an aged patina in the setting sun. He leans forward slightly, his hands gripping the crude handlebars, his knuckles white from the strain, but his gaze remains remarkably resolute, fixed on the winding dirt road ahead, as if transported through time. The motorcycle's crude exhaust pipe spews intermittent puffs of thick black smoke, mixing with the rising dust and leaving a chaotic trail in its wake. The background is a rapidly passing landscape of withered autumn fields and sparse trees, blurred into a fluid ochre hue in motion. The entire scene is bathed in the golden glow of the late afternoon sun. Elongated shadows slither across the ground, and light penetrates the smoke and dust, creating dramatic shafts of light. The film captures the symbolic and decisive moment when a traditional intellectual resolutely embraces the power of the industrial age, creating a gritty, passionate, and unstoppable epic atmosphere.", + "seed": 3054, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_13/index_5511_seed_3054_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.43637747336179017, + "vlm_logprob": -0.43637747336179017, + "vlm_yes_no_margin": 2.624999976158142, + "vlm_token_credit": -0.43637747336179017, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.01824688911438 + ], + "opposite_logprob_tokens": [ + -0.1432468146085739 + ], + "logprob_reward": -2.01824688911438, + "yes_no_margin_reward": -1.8750001192092896, + "token_credit_reward": -2.01824688911438, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17438223958015442, + 0.036332204937934875, + 0.02279864251613617, + 0.05075930058956146, + 0.028378775343298912, + 0.07357499748468399, + 0.10587821155786514, + 0.06685615330934525, + 0.37036943435668945, + 0.07067005336284637 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -2.01824688911438 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10041038691997528 + ], + "opposite_logprob_tokens": [ + -2.3504104614257812 + ], + "logprob_reward": -0.10041038691997528, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10041038691997528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07160167396068573, + 0.020220622420310974, + 0.023110058158636093, + 0.02052498236298561, + 0.03920360282063484, + 0.014673703350126743, + 0.032953452318906784, + 0.04352113604545593, + 0.6282687187194824, + 0.10592199862003326 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.10041038691997528 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043070707470178604 + ], + "opposite_logprob_tokens": [ + -3.1680707931518555 + ], + "logprob_reward": -0.043070707470178604, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043070707470178604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24853982031345367, + 0.05318088084459305, + 0.07728065550327301, + 0.14863181114196777, + 0.030190691351890564, + 0.06264979392290115, + 0.03607882931828499, + 0.07478999346494675, + 0.12293481826782227, + 0.14572271704673767 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.043070707470178604 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093126393854618 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093126393854618, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093126393854618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18619799613952637, + 0.12333941459655762, + 0.089532770216465, + 0.07270528376102448, + 0.053765103220939636, + 0.04264094680547714, + 0.09544353187084198, + 0.11306240409612656, + 0.11766459792852402, + 0.10564795881509781 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.004093126393854618 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066256910562515 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.016066256910562515, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066256910562515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5888501405715942, + 0.0776572972536087, + 0.022462081164121628, + 0.02926536463201046, + 0.016266465187072754, + 0.046276506036520004, + 0.05438575521111488, + 0.02998475357890129, + 0.06458009034395218, + 0.0702715665102005 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.016066256910562515 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a dynamic, low-angle tracking shot imbued with a sense of speed, the camera hovers close to the ground, moving alongside an old-fashioned motorcycle. The focal point of the image is a stern-faced late Qing Dynasty thinker, perhaps in his forties or fifties. He wears a dark blue, heavy silk robe, the hem of which whips violently backward at high speed, leaving the hem speckled with dust. He retains a traditional Qing Dynasty hairstyle, its front section sleek, while a long, sleek, jet-black braid at the back, swept by the wind, hangs almost parallel to the ground. He expertly controls a primitive, black iron-framed motorcycle. The motorcycle's body trembles slightly from the bumps, its brass fittings gleaming with an aged patina in the setting sun. He leans forward slightly, his hands gripping the crude handlebars, his knuckles white from the strain, but his gaze remains remarkably resolute, fixed on the winding dirt road ahead, as if transported through time. The motorcycle's crude exhaust pipe spews intermittent puffs of thick black smoke, mixing with the rising dust and leaving a chaotic trail in its wake. The background is a rapidly passing landscape of withered autumn fields and sparse trees, blurred into a fluid ochre hue in motion. The entire scene is bathed in the golden glow of the late afternoon sun. Elongated shadows slither across the ground, and light penetrates the smoke and dust, creating dramatic shafts of light. The film captures the symbolic and decisive moment when a traditional intellectual resolutely embraces the power of the industrial age, creating a gritty, passionate, and unstoppable epic atmosphere.", + "seed": 3055, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_13/index_5511_seed_3055_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.38294483395293355, + "vlm_logprob": -0.38294483395293355, + "vlm_yes_no_margin": 2.8749999523162844, + "vlm_token_credit": -0.38294483395293355, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8051260709762573 + ], + "opposite_logprob_tokens": [ + -0.18012604117393494 + ], + "logprob_reward": -1.8051260709762573, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8051260709762573, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10221683233976364, + 0.053018223494291306, + 0.07038556784391403, + 0.06525752693414688, + 0.04095575585961342, + 0.05815339833498001, + 0.08627602458000183, + 0.11738619953393936, + 0.0220017246901989, + 0.3843487799167633 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -1.8051260709762573 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07009628415107727 + ], + "opposite_logprob_tokens": [ + -2.695096254348755 + ], + "logprob_reward": -0.07009628415107727, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07009628415107727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06158556044101715, + 0.02816726081073284, + 0.04810702055692673, + 0.051719337701797485, + 0.03647109866142273, + 0.06864100694656372, + 0.07294671982526779, + 0.0702715739607811, + 0.018684115260839462, + 0.5434063076972961 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.07009628415107727 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070831567049026 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.016070831567049026, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070831567049026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15370632708072662, + 0.13844433426856995, + 0.1106553003191948, + 0.057962436228990555, + 0.03518400341272354, + 0.06778863072395325, + 0.05450589954853058, + 0.09662327170372009, + 0.02999592386186123, + 0.25513389706611633 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.016070831567049026 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249999929219484 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249999929219484, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249999929219484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11077643930912018, + 0.06783173233270645, + 0.06766583770513535, + 0.059648219496011734, + 0.12432097643613815, + 0.06625179946422577, + 0.08142496645450592, + 0.10455859452486038, + 0.031684257090091705, + 0.28583717346191406 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.005249999929219484 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180983141064644 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.018180983141064644, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018180983141064644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1266741007566452, + 0.08300548791885376, + 0.07483257353305817, + 0.06334803998470306, + 0.07722417265176773, + 0.0835898295044899, + 0.059703052043914795, + 0.05762840434908867, + 0.08114458620548248, + 0.2928497791290283 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.018180983141064644 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a dynamic, low-angle tracking shot imbued with a sense of speed, the camera hovers close to the ground, moving alongside an old-fashioned motorcycle. The focal point of the image is a stern-faced late Qing Dynasty thinker, perhaps in his forties or fifties. He wears a dark blue, heavy silk robe, the hem of which whips violently backward at high speed, leaving the hem speckled with dust. He retains a traditional Qing Dynasty hairstyle, its front section sleek, while a long, sleek, jet-black braid at the back, swept by the wind, hangs almost parallel to the ground. He expertly controls a primitive, black iron-framed motorcycle. The motorcycle's body trembles slightly from the bumps, its brass fittings gleaming with an aged patina in the setting sun. He leans forward slightly, his hands gripping the crude handlebars, his knuckles white from the strain, but his gaze remains remarkably resolute, fixed on the winding dirt road ahead, as if transported through time. The motorcycle's crude exhaust pipe spews intermittent puffs of thick black smoke, mixing with the rising dust and leaving a chaotic trail in its wake. The background is a rapidly passing landscape of withered autumn fields and sparse trees, blurred into a fluid ochre hue in motion. The entire scene is bathed in the golden glow of the late afternoon sun. Elongated shadows slither across the ground, and light penetrates the smoke and dust, creating dramatic shafts of light. The film captures the symbolic and decisive moment when a traditional intellectual resolutely embraces the power of the industrial age, creating a gritty, passionate, and unstoppable epic atmosphere.", + "seed": 3056, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_13/index_5511_seed_3056_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4324142821133137, + "vlm_logprob": -0.4324142821133137, + "vlm_yes_no_margin": 2.724999952316284, + "vlm_token_credit": -0.4324142821133137, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.0182297229766846 + ], + "opposite_logprob_tokens": [ + -0.14322976768016815 + ], + "logprob_reward": -2.0182297229766846, + "yes_no_margin_reward": -1.875, + "token_credit_reward": -2.0182297229766846, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2867680788040161, + 0.059266336262226105, + 0.13926570117473602, + 0.04839862883090973, + 0.08084087073802948, + 0.05468546971678734, + 0.0429549366235733, + 0.12090658396482468, + 0.12514176964759827, + 0.04177163168787956 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -2.0182297229766846 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10043033212423325 + ], + "opposite_logprob_tokens": [ + -2.3504302501678467 + ], + "logprob_reward": -0.10043033212423325, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10043033212423325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16223587095737457, + 0.059793710708618164, + 0.2354782521724701, + 0.1544133573770523, + 0.056410010904073715, + 0.05208870396018028, + 0.05939868092536926, + 0.10761561244726181, + 0.07738946378231049, + 0.03517631068825722 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.10043033212423325 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058931440114975 + ], + "opposite_logprob_tokens": [ + -3.8955893516540527 + ], + "logprob_reward": -0.02058931440114975, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058931440114975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2206953763961792, + 0.05843246355652809, + 0.24538542330265045, + 0.05103915184736252, + 0.08771025389432907, + 0.05565853789448738, + 0.1098453626036644, + 0.05648822709918022, + 0.07429477572441101, + 0.04045039415359497 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.02058931440114975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636727273464203 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636727273464203, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636727273464203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2646356523036957, + 0.04116954281926155, + 0.25053754448890686, + 0.038730181753635406, + 0.09456407278776169, + 0.07120328396558762, + 0.05584622919559479, + 0.06402157247066498, + 0.08361084759235382, + 0.03568112477660179 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.004636727273464203 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced man wearing a dark blue heavy silk robe and a traditional Qing Dynasty hairstyle with a long black braid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man riding a primitive black iron-framed motorcycle with brass fittings and a crude exhaust pipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle close to the ground, moving alongside the motorcycle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rapidly passing landscape of withered autumn fields and sparse trees appearing as a blurred ochre hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the golden glow of the late afternoon sun with visible shafts of light penetrating smoke and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185313791036606 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185313791036606, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018185313791036606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24113620817661285, + 0.028944939374923706, + 0.30111536383628845, + 0.03790589049458504, + 0.09843098372220993, + 0.0613313764333725, + 0.052548784762620926, + 0.06742777675390244, + 0.06627650558948517, + 0.04488222673535347 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.018185313791036606 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_14/index_tensor([2263, 2263])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_14/index_tensor([2263, 2263])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..34f9a4d703a50074569a25d95afdb60d7a283d2f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_14/index_tensor([2263, 2263])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, majestic overhead shot begins, the camera slowly climbing from a low angle to reveal a mythical phoenix, its entire body composed of roiling flames, suspended in an endless, inky black void. The phoenix's feathers are countless leaping tongues of brilliant gold and crimson flame. Its core is like cracked obsidian, the fissures gleaming with a fiery red glow like molten lava. Its eyes, burning with pure white light, appear piercing and full of wisdom amidst the flames. With a rhythm imbued with boundless power, it vigorously flaps its enormous wings, obscuring the sky. Each powerful downward stroke is more than a simple beat; it unleashes a burst of energy, stirring the surrounding air into visible ripples and sending sparks and glowing embers flying from the wings' edges, creating a magnificent golden storm. The Phoenix is the only source of light in this darkness. Its blazing light casts dynamic, flickering shadows on the dense volcanic ash and swirling Mars. The main color of the picture is the extremely warm color of flame, which forms a sharp contrast with the deep, cold background, creating an epic atmosphere that is magnificent, sacred and full of primitive power.", + "seed": 31652, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_14/index_2263_seed_31652_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.881423014588654, + "vlm_logprob": -0.881423014588654, + "vlm_yes_no_margin": 0.7, + "vlm_token_credit": -0.881423014588654, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8074238300323486 + ], + "opposite_logprob_tokens": [ + -0.18242381513118744 + ], + "logprob_reward": -1.8074238300323486, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8074238300323486, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20806758105754852, + 0.11083220690488815, + 0.1069546565413475, + 0.09816055744886398, + 0.07481101900339127, + 0.13883492350578308, + 0.08899956941604614, + 0.044428110122680664, + 0.08272158354520798, + 0.04618976265192032 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -1.8074238300323486 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012578674592077732 + ], + "opposite_logprob_tokens": [ + -4.38757848739624 + ], + "logprob_reward": -0.012578674592077732, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012578674592077732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13456641137599945, + 0.28420114517211914, + 0.09976843744516373, + 0.06482637673616409, + 0.08685692399740219, + 0.11171020567417145, + 0.05862671136856079, + 0.06219463050365448, + 0.059631772339344025, + 0.037617411464452744 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.012578674592077732 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9104124307632446 + ], + "opposite_logprob_tokens": [ + -0.1604124754667282 + ], + "logprob_reward": -1.9104124307632446, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9104124307632446, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09636674076318741, + 0.20896074175834656, + 0.1575687825679779, + 0.1223832443356514, + 0.1160612553358078, + 0.0661596730351448, + 0.08182157576084137, + 0.046655960381031036, + 0.07019520550966263, + 0.0338268056511879 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -1.9104124307632446 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10041793435811996 + ], + "opposite_logprob_tokens": [ + -2.3504178524017334 + ], + "logprob_reward": -0.10041793435811996, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10041793435811996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09790606051683426, + 0.0523783303797245, + 0.2444203644990921, + 0.19747193157672882, + 0.07239774614572525, + 0.04037034511566162, + 0.12555181980133057, + 0.07704749703407288, + 0.05860031768679619, + 0.03385566920042038 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.10041793435811996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762822031974792 + ], + "opposite_logprob_tokens": [ + -0.8262822031974792 + ], + "logprob_reward": -0.5762822031974792, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762822031974792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21439020335674286, + 0.4109184741973877, + 0.06860209256410599, + 0.17075611650943756, + 0.01763671077787876, + 0.023940181359648705, + 0.022695392370224, + 0.015144730918109417, + 0.02760220319032669, + 0.028313947841525078 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.5762822031974792 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, majestic overhead shot begins, the camera slowly climbing from a low angle to reveal a mythical phoenix, its entire body composed of roiling flames, suspended in an endless, inky black void. The phoenix's feathers are countless leaping tongues of brilliant gold and crimson flame. Its core is like cracked obsidian, the fissures gleaming with a fiery red glow like molten lava. Its eyes, burning with pure white light, appear piercing and full of wisdom amidst the flames. With a rhythm imbued with boundless power, it vigorously flaps its enormous wings, obscuring the sky. Each powerful downward stroke is more than a simple beat; it unleashes a burst of energy, stirring the surrounding air into visible ripples and sending sparks and glowing embers flying from the wings' edges, creating a magnificent golden storm. The Phoenix is the only source of light in this darkness. Its blazing light casts dynamic, flickering shadows on the dense volcanic ash and swirling Mars. The main color of the picture is the extremely warm color of flame, which forms a sharp contrast with the deep, cold background, creating an epic atmosphere that is magnificent, sacred and full of primitive power.", + "seed": 31653, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_14/index_2263_seed_31653_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.9368524175137282, + "vlm_logprob": -0.9368524175137282, + "vlm_yes_no_margin": 0.55, + "vlm_token_credit": -0.9368524175137282, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.5805294513702393 + ], + "opposite_logprob_tokens": [ + -0.08052943646907806 + ], + "logprob_reward": -2.5805294513702393, + "yes_no_margin_reward": -2.5, + "token_credit_reward": -2.5805294513702393, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24662995338439941, + 0.08389155566692352, + 0.07111747562885284, + 0.09363985061645508, + 0.04119759052991867, + 0.08003418147563934, + 0.21399083733558655, + 0.05725095048546791, + 0.048974066972732544, + 0.06327351182699203 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -2.5805294513702393 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020653774961829185 + ], + "opposite_logprob_tokens": [ + -3.89565372467041 + ], + "logprob_reward": -0.020653774961829185, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020653774961829185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20757390558719635, + 0.07840121537446976, + 0.082900770008564, + 0.06023707240819931, + 0.03387891501188278, + 0.09583890438079834, + 0.2382870465517044, + 0.09282305091619492, + 0.06155063211917877, + 0.048508528620004654 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.020653774961829185 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.406425952911377 + ], + "opposite_logprob_tokens": [ + -0.2814258933067322 + ], + "logprob_reward": -1.406425952911377, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.406425952911377, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.41318830847740173, + 0.06105121225118637, + 0.11014710366725922, + 0.04857863485813141, + 0.04446535184979439, + 0.03691664710640907, + 0.08319531381130219, + 0.06707986444234848, + 0.10541253536939621, + 0.02996503934264183 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -1.406425952911377 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10040175914764404 + ], + "opposite_logprob_tokens": [ + -2.3504018783569336 + ], + "logprob_reward": -0.10040175914764404, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10040175914764404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1877463310956955, + 0.08000065386295319, + 0.04271477088332176, + 0.06336018443107605, + 0.05180167034268379, + 0.035331886261701584, + 0.08047401905059814, + 0.05753669515252113, + 0.25977250933647156, + 0.1412612795829773 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.10040175914764404 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762511491775513 + ], + "opposite_logprob_tokens": [ + -0.8262511491775513 + ], + "logprob_reward": -0.5762511491775513, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762511491775513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35489654541015625, + 0.05469900742173195, + 0.0389971099793911, + 0.030990175902843475, + 0.04243171587586403, + 0.051681045442819595, + 0.19188395142555237, + 0.06611713767051697, + 0.10826543718576431, + 0.060037944465875626 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.5762511491775513 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, majestic overhead shot begins, the camera slowly climbing from a low angle to reveal a mythical phoenix, its entire body composed of roiling flames, suspended in an endless, inky black void. The phoenix's feathers are countless leaping tongues of brilliant gold and crimson flame. Its core is like cracked obsidian, the fissures gleaming with a fiery red glow like molten lava. Its eyes, burning with pure white light, appear piercing and full of wisdom amidst the flames. With a rhythm imbued with boundless power, it vigorously flaps its enormous wings, obscuring the sky. Each powerful downward stroke is more than a simple beat; it unleashes a burst of energy, stirring the surrounding air into visible ripples and sending sparks and glowing embers flying from the wings' edges, creating a magnificent golden storm. The Phoenix is the only source of light in this darkness. Its blazing light casts dynamic, flickering shadows on the dense volcanic ash and swirling Mars. The main color of the picture is the extremely warm color of flame, which forms a sharp contrast with the deep, cold background, creating an epic atmosphere that is magnificent, sacred and full of primitive power.", + "seed": 31654, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_14/index_2263_seed_31654_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -1.227607815898955, + "vlm_logprob": -1.227607815898955, + "vlm_yes_no_margin": 0.2250000238418579, + "vlm_token_credit": -1.227607815898955, + "vlm_yes_ratio": 0.4, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.352194309234619 + ], + "opposite_logprob_tokens": [ + -0.1021944135427475 + ], + "logprob_reward": -2.352194309234619, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.352194309234619, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14078710973262787, + 0.053863897919654846, + 0.1667511910200119, + 0.19218766689300537, + 0.10362742841243744, + 0.13738030195236206, + 0.03812889754772186, + 0.04125397652387619, + 0.047210823744535446, + 0.07880866527557373 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -2.352194309234619 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009818238206207752 + ], + "opposite_logprob_tokens": [ + -4.634818077087402 + ], + "logprob_reward": -0.009818238206207752, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009818238206207752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12039792537689209, + 0.06033160910010338, + 0.10448438674211502, + 0.22445929050445557, + 0.1153986006975174, + 0.1570778340101242, + 0.04108230397105217, + 0.04667603224515915, + 0.05926433578133583, + 0.07082769274711609 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.009818238206207752 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.5789871215820312 + ], + "opposite_logprob_tokens": [ + -0.0789870172739029 + ], + "logprob_reward": -2.5789871215820312, + "yes_no_margin_reward": -2.5, + "token_credit_reward": -2.5789871215820312, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1182924136519432, + 0.04604576155543327, + 0.07489468902349472, + 0.3262854814529419, + 0.07527534663677216, + 0.08627387136220932, + 0.06373560428619385, + 0.10248104482889175, + 0.02914888598024845, + 0.0775669738650322 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -2.5789871215820312 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14298956096172333 + ], + "opposite_logprob_tokens": [ + -2.0179896354675293 + ], + "logprob_reward": -0.14298956096172333, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14298956096172333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09518459439277649, + 0.12130387127399445, + 0.12119186669588089, + 0.20242394506931305, + 0.08630967140197754, + 0.126460000872612, + 0.07333820313215256, + 0.06703582406044006, + 0.020519809797406197, + 0.08623220026493073 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.14298956096172333 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0540498495101929 + ], + "opposite_logprob_tokens": [ + -0.42904984951019287 + ], + "logprob_reward": -1.0540498495101929, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0540498495101929, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17437981069087982, + 0.06346044689416885, + 0.16799496114253998, + 0.10359881818294525, + 0.15673322975635529, + 0.11766710877418518, + 0.06395106762647629, + 0.039650823920965195, + 0.03456937521696091, + 0.07799439132213593 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -1.0540498495101929 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "No", + "Yes", + "No" + ] + }, + { + "prompt": "slow, majestic overhead shot begins, the camera slowly climbing from a low angle to reveal a mythical phoenix, its entire body composed of roiling flames, suspended in an endless, inky black void. The phoenix's feathers are countless leaping tongues of brilliant gold and crimson flame. Its core is like cracked obsidian, the fissures gleaming with a fiery red glow like molten lava. Its eyes, burning with pure white light, appear piercing and full of wisdom amidst the flames. With a rhythm imbued with boundless power, it vigorously flaps its enormous wings, obscuring the sky. Each powerful downward stroke is more than a simple beat; it unleashes a burst of energy, stirring the surrounding air into visible ripples and sending sparks and glowing embers flying from the wings' edges, creating a magnificent golden storm. The Phoenix is the only source of light in this darkness. Its blazing light casts dynamic, flickering shadows on the dense volcanic ash and swirling Mars. The main color of the picture is the extremely warm color of flame, which forms a sharp contrast with the deep, cold background, creating an epic atmosphere that is magnificent, sacred and full of primitive power.", + "seed": 31655, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_14/index_2263_seed_31655_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.7936651272699237, + "vlm_logprob": -0.7936651272699237, + "vlm_yes_no_margin": 0.95, + "vlm_token_credit": -0.7936651272699237, + "vlm_yes_ratio": 0.4, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.603463888168335 + ], + "opposite_logprob_tokens": [ + -0.22846384346485138 + ], + "logprob_reward": -1.603463888168335, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.603463888168335, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.42299991846084595, + 0.05917632207274437, + 0.07402968406677246, + 0.04466429725289345, + 0.06035694107413292, + 0.20890209078788757, + 0.01291270274668932, + 0.02909786067903042, + 0.0265804510563612, + 0.06127971410751343 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -1.603463888168335 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008671722374856472 + ], + "opposite_logprob_tokens": [ + -4.758671760559082 + ], + "logprob_reward": -0.008671722374856472, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008671722374856472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3583983778953552, + 0.07873746752738953, + 0.08766346424818039, + 0.03448883816599846, + 0.036706890910863876, + 0.250815212726593, + 0.03852774575352669, + 0.039767537266016006, + 0.03692933917045593, + 0.03796510025858879 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.008671722374856472 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6006278991699219 + ], + "opposite_logprob_tokens": [ + -0.2256278395652771 + ], + "logprob_reward": -1.6006278991699219, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6006278991699219, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22080501914024353, + 0.058959562331438065, + 0.05893915146589279, + 0.14915837347507477, + 0.22406995296478271, + 0.15137289464473724, + 0.0600598081946373, + 0.03123731166124344, + 0.023605914786458015, + 0.02179204672574997 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -1.6006278991699219 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06210362911224365 + ], + "opposite_logprob_tokens": [ + -2.812103748321533 + ], + "logprob_reward": -0.06210362911224365, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06210362911224365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15738742053508759, + 0.0719626173377037, + 0.06236644089221954, + 0.05836785212159157, + 0.06187552213668823, + 0.30586132407188416, + 0.038070619106292725, + 0.03695828840136528, + 0.025303926318883896, + 0.18184591829776764 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.06210362911224365 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at a low angle and slowly climb to an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix's body composed of roiling flames with feathers that look like leaping tongues of gold and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's core depicted as cracked obsidian with fissures glowing like molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix vigorously flap its enormous wings, creating visible air ripples, sparks, and glowing embers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky black void containing dense volcanic ash and swirling Mars-like dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934584975242615 + ], + "opposite_logprob_tokens": [ + -0.6934584975242615 + ], + "logprob_reward": -0.6934584975242615, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934584975242615, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.45563554763793945, + 0.046870600432157516, + 0.02773631364107132, + 0.028942108154296875, + 0.09034057706594467, + 0.1104680523276329, + 0.01700418069958687, + 0.03937731310725212, + 0.13110727071762085, + 0.05251803249120712 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.6934584975242615 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "No", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_15/index_tensor([8703, 8703])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_15/index_tensor([8703, 8703])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..343c11fb4ef4d376ae5e606a3ab70f96262fff07 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_15/index_tensor([8703, 8703])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a scene steeped in sci-fi cinematic detail, a low-angle tracking shot smoothly follows a pure black British Shorthair cat as it strides with deliberate grace through the halls of a grand, ancient library. The cat's dense, velvety black fur shimmers in the dim, warm light. Its muscular body and round face display the breed's signature features, while its enormous, copper-colored eyes calmly survey the scene. As its front paw gently touches the center of the polished marble floor, a circular magic circle composed of intricate geometric lines and futuristic runes instantly unfolds beneath its feet. A brilliant electric blue light erupts from the point of contact and rapidly expands. As the magic circle's energy pulses, countless heavy books on the surrounding towering, dark wooden shelves begin to glow with the same intense blue light. They suddenly slide free and automatically float into the air. These glowing books opened themselves in mid-air, and the pages flipped rapidly in the invisible energy field. Then they began to form a spectacular, orderly rotating star ring around the cat standing quietly in the center of the magic circle. The whole picture was full of mystery, powerful sense of technology and awe-inspiring atmosphere.", + "seed": 30210, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_15/index_8703_seed_30210_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07903469279408455, + "vlm_logprob": -0.07903469279408455, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.07903469279408455, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.283717542886734 + ], + "opposite_logprob_tokens": [ + -1.4087175130844116 + ], + "logprob_reward": -0.283717542886734, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.283717542886734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058139096945524216, + 0.022879155352711678, + 0.025985123589634895, + 0.054248977452516556, + 0.04321850463747978, + 0.07329176366329193, + 0.5784769058227539, + 0.1082177683711052, + 0.019462555646896362, + 0.016080079600214958 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.283717542886734 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371123969554901 + ], + "opposite_logprob_tokens": [ + -3.4087111949920654 + ], + "logprob_reward": -0.03371123969554901, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371123969554901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15519055724143982, + 0.07316337525844574, + 0.13534986972808838, + 0.12714883685112, + 0.06907336413860321, + 0.09299023449420929, + 0.20193184912204742, + 0.050730813294649124, + 0.06065071001648903, + 0.033770401030778885 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.03371123969554901 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949762649834156 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.005949762649834156, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949762649834156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04511858895421028, + 0.02747214213013649, + 0.04912714287638664, + 0.09591943770647049, + 0.023961910977959633, + 0.16467510163784027, + 0.37491539120674133, + 0.1418522447347641, + 0.04138221591711044, + 0.035575807094573975 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.005949762649834156 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978058110922575 + ], + "opposite_logprob_tokens": [ + -4.634780406951904 + ], + "logprob_reward": -0.00978058110922575, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978058110922575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11568198353052139, + 0.06345906853675842, + 0.04048001766204834, + 0.054777178913354874, + 0.054791323840618134, + 0.19163832068443298, + 0.20634010434150696, + 0.18602152168750763, + 0.04257229343056679, + 0.04423810914158821 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.00978058110922575 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06201433762907982 + ], + "opposite_logprob_tokens": [ + -2.81201434135437 + ], + "logprob_reward": -0.06201433762907982, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06201433762907982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1155158206820488, + 0.044433679431676865, + 0.08716033399105072, + 0.35286247730255127, + 0.054581038653850555, + 0.06653337925672531, + 0.1155853345990181, + 0.10379914939403534, + 0.028961151838302612, + 0.030567647889256477 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.06201433762907982 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene steeped in sci-fi cinematic detail, a low-angle tracking shot smoothly follows a pure black British Shorthair cat as it strides with deliberate grace through the halls of a grand, ancient library. The cat's dense, velvety black fur shimmers in the dim, warm light. Its muscular body and round face display the breed's signature features, while its enormous, copper-colored eyes calmly survey the scene. As its front paw gently touches the center of the polished marble floor, a circular magic circle composed of intricate geometric lines and futuristic runes instantly unfolds beneath its feet. A brilliant electric blue light erupts from the point of contact and rapidly expands. As the magic circle's energy pulses, countless heavy books on the surrounding towering, dark wooden shelves begin to glow with the same intense blue light. They suddenly slide free and automatically float into the air. These glowing books opened themselves in mid-air, and the pages flipped rapidly in the invisible energy field. Then they began to form a spectacular, orderly rotating star ring around the cat standing quietly in the center of the magic circle. The whole picture was full of mystery, powerful sense of technology and awe-inspiring atmosphere.", + "seed": 30211, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_15/index_8703_seed_30211_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05592254903167486, + "vlm_logprob": -0.05592254903167486, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.05592254903167486, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18670444190502167 + ], + "opposite_logprob_tokens": [ + -1.811704397201538 + ], + "logprob_reward": -0.18670444190502167, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18670444190502167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07759983837604523, + 0.07270682603120804, + 0.22366024553775787, + 0.028927559033036232, + 0.06733250617980957, + 0.03768117353320122, + 0.12221287190914154, + 0.030993850901722908, + 0.04475371167063713, + 0.29413142800331116 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.18670444190502167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043066367506980896 + ], + "opposite_logprob_tokens": [ + -3.1680662631988525 + ], + "logprob_reward": -0.043066367506980896, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043066367506980896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2084847092628479, + 0.03744620457291603, + 0.0629928782582283, + 0.09016431123018265, + 0.10538742691278458, + 0.05621137470006943, + 0.07606275379657745, + 0.030408844351768494, + 0.06912457197904587, + 0.2637169361114502 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.043066367506980896 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181954987347126 + ], + "opposite_logprob_tokens": [ + -4.018195629119873 + ], + "logprob_reward": -0.0181954987347126, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181954987347126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07305945456027985, + 0.07085443288087845, + 0.18816040456295013, + 0.0559239536523819, + 0.06593725085258484, + 0.1482549011707306, + 0.16344818472862244, + 0.028422487899661064, + 0.05469205230474472, + 0.15124686062335968 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.0181954987347126 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076274327933788 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.011076274327933788, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076274327933788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07529697567224503, + 0.06037444993853569, + 0.22624045610427856, + 0.06516341865062714, + 0.25285205245018005, + 0.047846417874097824, + 0.07336238771677017, + 0.021556077525019646, + 0.03756948560476303, + 0.13973821699619293 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.011076274327933788 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020570162683725357 + ], + "opposite_logprob_tokens": [ + -3.8955702781677246 + ], + "logprob_reward": -0.020570162683725357, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020570162683725357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2414526641368866, + 0.05329818278551102, + 0.08720049262046814, + 0.04573648422956467, + 0.07090601325035095, + 0.2376551330089569, + 0.07142022997140884, + 0.028882374987006187, + 0.03399290516972542, + 0.12945549190044403 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.020570162683725357 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene steeped in sci-fi cinematic detail, a low-angle tracking shot smoothly follows a pure black British Shorthair cat as it strides with deliberate grace through the halls of a grand, ancient library. The cat's dense, velvety black fur shimmers in the dim, warm light. Its muscular body and round face display the breed's signature features, while its enormous, copper-colored eyes calmly survey the scene. As its front paw gently touches the center of the polished marble floor, a circular magic circle composed of intricate geometric lines and futuristic runes instantly unfolds beneath its feet. A brilliant electric blue light erupts from the point of contact and rapidly expands. As the magic circle's energy pulses, countless heavy books on the surrounding towering, dark wooden shelves begin to glow with the same intense blue light. They suddenly slide free and automatically float into the air. These glowing books opened themselves in mid-air, and the pages flipped rapidly in the invisible energy field. Then they began to form a spectacular, orderly rotating star ring around the cat standing quietly in the center of the magic circle. The whole picture was full of mystery, powerful sense of technology and awe-inspiring atmosphere.", + "seed": 30212, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_15/index_8703_seed_30212_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.045748109742999074, + "vlm_logprob": -0.045748109742999074, + "vlm_yes_no_margin": 3.5999999761581423, + "vlm_token_credit": -0.045748109742999074, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14893922209739685 + ], + "opposite_logprob_tokens": [ + -2.0239391326904297 + ], + "logprob_reward": -0.14893922209739685, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14893922209739685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14707833528518677, + 0.04957690089941025, + 0.14668357372283936, + 0.21309009194374084, + 0.053893156349658966, + 0.08926218748092651, + 0.11090836673974991, + 0.08968751132488251, + 0.03822338953614235, + 0.06159653514623642 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.14893922209739685 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291917517781258 + ], + "opposite_logprob_tokens": [ + -3.773291826248169 + ], + "logprob_reward": -0.023291917517781258, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291917517781258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22868351638317108, + 0.072279192507267, + 0.07973675429821014, + 0.14311882853507996, + 0.08791138231754303, + 0.16022641956806183, + 0.08774048835039139, + 0.06123536452651024, + 0.02246437966823578, + 0.05660368502140045 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.023291917517781258 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196592383086681 + ], + "opposite_logprob_tokens": [ + -4.264196395874023 + ], + "logprob_reward": -0.014196592383086681, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196592383086681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10505743324756622, + 0.04079606384038925, + 0.06630071252584457, + 0.11847289651632309, + 0.07196184992790222, + 0.25518330931663513, + 0.18872354924678802, + 0.05646470561623573, + 0.07119208574295044, + 0.02584737166762352 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.014196592383086681 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636386133730412 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636386133730412, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636386133730412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10708649456501007, + 0.0626780167222023, + 0.06600003689527512, + 0.13018572330474854, + 0.1747877597808838, + 0.0930023044347763, + 0.1937061846256256, + 0.0889609307050705, + 0.040885355323553085, + 0.042707182466983795 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.008636386133730412 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03367643058300018 + ], + "opposite_logprob_tokens": [ + -3.4086763858795166 + ], + "logprob_reward": -0.03367643058300018, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03367643058300018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11757730692625046, + 0.221731498837471, + 0.13407787680625916, + 0.08476632833480835, + 0.04941462725400925, + 0.24803920090198517, + 0.049922578036785126, + 0.02010965161025524, + 0.02614903450012207, + 0.04821188002824783 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.03367643058300018 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene steeped in sci-fi cinematic detail, a low-angle tracking shot smoothly follows a pure black British Shorthair cat as it strides with deliberate grace through the halls of a grand, ancient library. The cat's dense, velvety black fur shimmers in the dim, warm light. Its muscular body and round face display the breed's signature features, while its enormous, copper-colored eyes calmly survey the scene. As its front paw gently touches the center of the polished marble floor, a circular magic circle composed of intricate geometric lines and futuristic runes instantly unfolds beneath its feet. A brilliant electric blue light erupts from the point of contact and rapidly expands. As the magic circle's energy pulses, countless heavy books on the surrounding towering, dark wooden shelves begin to glow with the same intense blue light. They suddenly slide free and automatically float into the air. These glowing books opened themselves in mid-air, and the pages flipped rapidly in the invisible energy field. Then they began to form a spectacular, orderly rotating star ring around the cat standing quietly in the center of the magic circle. The whole picture was full of mystery, powerful sense of technology and awe-inspiring atmosphere.", + "seed": 30213, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_15/index_8703_seed_30213_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1479118401184678, + "vlm_logprob": -0.1479118401184678, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.1479118401184678, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.32329896092414856 + ], + "opposite_logprob_tokens": [ + -1.3232989311218262 + ], + "logprob_reward": -0.32329896092414856, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.32329896092414856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06692057847976685, + 0.045776769518852234, + 0.05888649821281433, + 0.5512662529945374, + 0.10345330089330673, + 0.06412114948034286, + 0.032903242856264114, + 0.02196662686765194, + 0.03146260976791382, + 0.023243026807904243 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.32329896092414856 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34859180450439453 + ], + "opposite_logprob_tokens": [ + -1.2235918045043945 + ], + "logprob_reward": -0.34859180450439453, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34859180450439453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13410359621047974, + 0.16494762897491455, + 0.09500986337661743, + 0.08863664418458939, + 0.09178079664707184, + 0.06881513446569443, + 0.04059978201985359, + 0.020482661202549934, + 0.24732089042663574, + 0.04830293357372284 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.34859180450439453 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353858411312103 + ], + "opposite_logprob_tokens": [ + -3.6513538360595703 + ], + "logprob_reward": -0.026353858411312103, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353858411312103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1402343511581421, + 0.15574827790260315, + 0.10391736775636673, + 0.20559504628181458, + 0.10487520694732666, + 0.0941656231880188, + 0.03150252625346184, + 0.027862107381224632, + 0.07898139953613281, + 0.057118162512779236 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.026353858411312103 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632498629391193 + ], + "opposite_logprob_tokens": [ + -4.882632732391357 + ], + "logprob_reward": -0.007632498629391193, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632498629391193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06442815810441971, + 0.051787782460451126, + 0.0677122101187706, + 0.08596649020910263, + 0.19600504636764526, + 0.05426454171538353, + 0.10025521367788315, + 0.031223339959979057, + 0.26288527250289917, + 0.08547194302082062 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.007632498629391193 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pure black British Shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a grand, ancient library with towering dark wooden shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a circular magic circle with intricate geometric lines and futuristic runes unfold beneath the cat's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do heavy books on the shelves glow with electric blue light, float into the air, open, and form a rotating star ring around the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot that smoothly follows the cat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368207812309265 + ], + "opposite_logprob_tokens": [ + -3.408682107925415 + ], + "logprob_reward": -0.03368207812309265, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368207812309265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1224154382944107, + 0.07659808546304703, + 0.1266014724969864, + 0.11111052334308624, + 0.1391485333442688, + 0.05470756068825722, + 0.05488402768969536, + 0.1041899099946022, + 0.12992273271083832, + 0.0804217979311943 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.03368207812309265 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_2/index_tensor([2429, 2429])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_2/index_tensor([2429, 2429])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..16c52d3a51d6729dbd0ad5b8190b8a66efbd27f9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_2/index_tensor([2429, 2429])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in extreme slow motion from a low angle, this extreme close-up focuses on a single, perfectly formed peach blossom nestled among the dark, gnarled branches of a tree. The flower's five delicate, downy petals are a soft pink fading to a milky white at the base, surrounded by a cluster of yellow stamens, all backlit by a dramatic, low-angle beam of golden sunlight piercing the stormy gray clouds. Suddenly, the hailstorm begins, and the static camera captures the precise moment a transparent, imperfectly spherical hailstone strikes the upper edge of a petal. The fragile tissue visibly recoils under the force, tearing through fibrous cracks and sending tiny droplets spurting into the air, each shimmering like a suspended diamond in the dramatic light. The damaged, torn petal, now weighed down by moisture, begins to drift lazily downward, while in the background, more hailstones silently fall upon the surrounding waxy green leaves, creating a poignant atmosphere of violent beauty and fragile destruction.", + "seed": 13843, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_2/index_2429_seed_13843_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12729684747755526, + "vlm_logprob": -0.12729684747755526, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.12729684747755526, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3516734540462494 + ], + "opposite_logprob_tokens": [ + -1.2266734838485718 + ], + "logprob_reward": -0.3516734540462494, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3516734540462494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3042703866958618, + 0.1240655928850174, + 0.10789524763822556, + 0.09507125616073608, + 0.05168052017688751, + 0.13586170971393585, + 0.049261122941970825, + 0.018318597227334976, + 0.0707898736000061, + 0.042785655707120895 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.3516734540462494 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038170456886292 + ], + "opposite_logprob_tokens": [ + -1.9103816747665405 + ], + "logprob_reward": -0.16038170456886292, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038170456886292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0852075070142746, + 0.13621686398983002, + 0.19880957901477814, + 0.2601146996021271, + 0.04209798201918602, + 0.037264931946992874, + 0.07603375613689423, + 0.057015351951122284, + 0.0485612228512764, + 0.058678120374679565 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.16038170456886292 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637557126581669 + ], + "opposite_logprob_tokens": [ + -3.6513755321502686 + ], + "logprob_reward": -0.02637557126581669, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637557126581669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17782296240329742, + 0.23322366178035736, + 0.28849297761917114, + 0.018224995583295822, + 0.02742006443440914, + 0.024603016674518585, + 0.08424121886491776, + 0.016765102744102478, + 0.07527099549770355, + 0.05393499881029129 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.02637557126581669 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498656630516052 + ], + "opposite_logprob_tokens": [ + -2.9299864768981934 + ], + "logprob_reward": -0.05498656630516052, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498656630516052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14448055624961853, + 0.14023639261722565, + 0.30127090215682983, + 0.07242399454116821, + 0.03260058909654617, + 0.10328242927789688, + 0.09034793823957443, + 0.016995754092931747, + 0.04938799887895584, + 0.04897346347570419 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.05498656630516052 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306694120168686 + ], + "opposite_logprob_tokens": [ + -3.16806697845459 + ], + "logprob_reward": -0.04306694120168686, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306694120168686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03733459487557411, + 0.03262176364660263, + 0.05371818691492081, + 0.07071288675069809, + 0.08464660495519638, + 0.28086695075035095, + 0.12355857342481613, + 0.027729453518986702, + 0.09481970220804214, + 0.19399122893810272 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.04306694120168686 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in extreme slow motion from a low angle, this extreme close-up focuses on a single, perfectly formed peach blossom nestled among the dark, gnarled branches of a tree. The flower's five delicate, downy petals are a soft pink fading to a milky white at the base, surrounded by a cluster of yellow stamens, all backlit by a dramatic, low-angle beam of golden sunlight piercing the stormy gray clouds. Suddenly, the hailstorm begins, and the static camera captures the precise moment a transparent, imperfectly spherical hailstone strikes the upper edge of a petal. The fragile tissue visibly recoils under the force, tearing through fibrous cracks and sending tiny droplets spurting into the air, each shimmering like a suspended diamond in the dramatic light. The damaged, torn petal, now weighed down by moisture, begins to drift lazily downward, while in the background, more hailstones silently fall upon the surrounding waxy green leaves, creating a poignant atmosphere of violent beauty and fragile destruction.", + "seed": 13844, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_2/index_2429_seed_13844_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13260416835546493, + "vlm_logprob": -0.13260416835546493, + "vlm_yes_no_margin": 2.025, + "vlm_token_credit": -0.13260416835546493, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22786110639572144 + ], + "opposite_logprob_tokens": [ + -1.6028611660003662 + ], + "logprob_reward": -0.22786110639572144, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22786110639572144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19488689303398132, + 0.03543362021446228, + 0.05301790311932564, + 0.06688501685857773, + 0.08133342117071152, + 0.14768746495246887, + 0.20453830063343048, + 0.03055015578866005, + 0.15464052557945251, + 0.031026743352413177 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.22786110639572144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129603460431099 + ], + "opposite_logprob_tokens": [ + -2.2379603385925293 + ], + "logprob_reward": -0.1129603460431099, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129603460431099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13711951673030853, + 0.06607428193092346, + 0.04557396471500397, + 0.09650012105703354, + 0.054400838911533356, + 0.173394113779068, + 0.19124940037727356, + 0.09903018176555634, + 0.10803798586130142, + 0.028619563207030296 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.1129603460431099 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10037750005722046 + ], + "opposite_logprob_tokens": [ + -2.3503775596618652 + ], + "logprob_reward": -0.10037750005722046, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10037750005722046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14027293026447296, + 0.12021446228027344, + 0.049535609781742096, + 0.06359269469976425, + 0.17060546576976776, + 0.029100146144628525, + 0.17726002633571625, + 0.08259916305541992, + 0.06990233808755875, + 0.09691714495420456 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.10037750005722046 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428382843732834 + ], + "opposite_logprob_tokens": [ + -2.0178382396698 + ], + "logprob_reward": -0.1428382843732834, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428382843732834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17165127396583557, + 0.0820053219795227, + 0.06351004540920258, + 0.05098399519920349, + 0.17866510152816772, + 0.08625034242868423, + 0.13142099976539612, + 0.05746510252356529, + 0.07573220878839493, + 0.10231559723615646 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.1428382843732834 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789836049079895 + ], + "opposite_logprob_tokens": [ + -2.5789835453033447 + ], + "logprob_reward": -0.0789836049079895, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789836049079895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3599708080291748, + 0.06227659806609154, + 0.11177626252174377, + 0.07139862328767776, + 0.03163781389594078, + 0.07565532624721527, + 0.06426095217466354, + 0.10384715348482132, + 0.1091756522655487, + 0.01000082865357399 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0789836049079895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in extreme slow motion from a low angle, this extreme close-up focuses on a single, perfectly formed peach blossom nestled among the dark, gnarled branches of a tree. The flower's five delicate, downy petals are a soft pink fading to a milky white at the base, surrounded by a cluster of yellow stamens, all backlit by a dramatic, low-angle beam of golden sunlight piercing the stormy gray clouds. Suddenly, the hailstorm begins, and the static camera captures the precise moment a transparent, imperfectly spherical hailstone strikes the upper edge of a petal. The fragile tissue visibly recoils under the force, tearing through fibrous cracks and sending tiny droplets spurting into the air, each shimmering like a suspended diamond in the dramatic light. The damaged, torn petal, now weighed down by moisture, begins to drift lazily downward, while in the background, more hailstones silently fall upon the surrounding waxy green leaves, creating a poignant atmosphere of violent beauty and fragile destruction.", + "seed": 13845, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_2/index_2429_seed_13845_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08644395656883716, + "vlm_logprob": -0.08644395656883716, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.08644395656883716, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25500965118408203 + ], + "opposite_logprob_tokens": [ + -1.505009651184082 + ], + "logprob_reward": -0.25500965118408203, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25500965118408203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26807132363319397, + 0.06572805345058441, + 0.04465726390480995, + 0.027179434895515442, + 0.04254405200481415, + 0.12597960233688354, + 0.10087641328573227, + 0.05819644406437874, + 0.14581069350242615, + 0.12095678597688675 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.25500965118408203 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900706678628922 + ], + "opposite_logprob_tokens": [ + -2.579007148742676 + ], + "logprob_reward": -0.07900706678628922, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900706678628922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2013351321220398, + 0.09437012672424316, + 0.07765045017004013, + 0.08754745870828629, + 0.018108272925019264, + 0.0865217074751854, + 0.05513700842857361, + 0.08683677762746811, + 0.12734107673168182, + 0.16515199840068817 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.07900706678628922 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026381144300103188 + ], + "opposite_logprob_tokens": [ + -3.651381254196167 + ], + "logprob_reward": -0.026381144300103188, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026381144300103188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10583983361721039, + 0.23018693923950195, + 0.0310672577470541, + 0.05788648873567581, + 0.049283381551504135, + 0.14058585464954376, + 0.11083732545375824, + 0.034844592213630676, + 0.06600834429264069, + 0.17345991730690002 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.026381144300103188 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033726684749126434 + ], + "opposite_logprob_tokens": [ + -3.408726692199707 + ], + "logprob_reward": -0.033726684749126434, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033726684749126434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1193968653678894, + 0.13557054102420807, + 0.12486109137535095, + 0.032226864248514175, + 0.03050694614648819, + 0.09015727788209915, + 0.10942832380533218, + 0.055987365543842316, + 0.10739735513925552, + 0.19446733593940735 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.033726684749126434 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809523582458496 + ], + "opposite_logprob_tokens": [ + -3.288095235824585 + ], + "logprob_reward": -0.03809523582458496, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809523582458496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07359982281923294, + 0.1761634796857834, + 0.32302284240722656, + 0.07147936522960663, + 0.020061107352375984, + 0.14065688848495483, + 0.06018085777759552, + 0.049205534160137177, + 0.04081036522984505, + 0.044819772243499756 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.03809523582458496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in extreme slow motion from a low angle, this extreme close-up focuses on a single, perfectly formed peach blossom nestled among the dark, gnarled branches of a tree. The flower's five delicate, downy petals are a soft pink fading to a milky white at the base, surrounded by a cluster of yellow stamens, all backlit by a dramatic, low-angle beam of golden sunlight piercing the stormy gray clouds. Suddenly, the hailstorm begins, and the static camera captures the precise moment a transparent, imperfectly spherical hailstone strikes the upper edge of a petal. The fragile tissue visibly recoils under the force, tearing through fibrous cracks and sending tiny droplets spurting into the air, each shimmering like a suspended diamond in the dramatic light. The damaged, torn petal, now weighed down by moisture, begins to drift lazily downward, while in the background, more hailstones silently fall upon the surrounding waxy green leaves, creating a poignant atmosphere of violent beauty and fragile destruction.", + "seed": 13846, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_2/index_2429_seed_13846_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16250732466578482, + "vlm_logprob": -0.16250732466578482, + "vlm_yes_no_margin": 1.925, + "vlm_token_credit": -0.16250732466578482, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16300331056118011 + ], + "opposite_logprob_tokens": [ + -1.9130033254623413 + ], + "logprob_reward": -0.16300331056118011, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16300331056118011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30012786388397217, + 0.12367351353168488, + 0.2369256615638733, + 0.06393010169267654, + 0.03839036077260971, + 0.0278923399746418, + 0.025105567649006844, + 0.08805248141288757, + 0.03600379452109337, + 0.05989830568432808 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.16300331056118011 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297887563705444 + ], + "opposite_logprob_tokens": [ + -2.237978935241699 + ], + "logprob_reward": -0.11297887563705444, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297887563705444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1378149539232254, + 0.2369317263364792, + 0.11525054275989532, + 0.08321771770715714, + 0.10686486959457397, + 0.08673807233572006, + 0.0794258862733841, + 0.0833270400762558, + 0.048790093511343, + 0.0216391459107399 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.11297887563705444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17996782064437866 + ], + "opposite_logprob_tokens": [ + -1.8049678802490234 + ], + "logprob_reward": -0.17996782064437866, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17996782064437866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28206995129585266, + 0.15381628274917603, + 0.1803428679704666, + 0.045837514102458954, + 0.04990479722619057, + 0.06187856197357178, + 0.07264421880245209, + 0.04642961546778679, + 0.06931393593549728, + 0.037762317806482315 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.17996782064437866 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135085999965668 + ], + "opposite_logprob_tokens": [ + -1.3135086297988892 + ], + "logprob_reward": -0.3135085999965668, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135085999965668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43084824085235596, + 0.06457728892564774, + 0.17415182292461395, + 0.02541699819266796, + 0.03156886249780655, + 0.04984428733587265, + 0.05582204461097717, + 0.0720815509557724, + 0.04885786771774292, + 0.04683104157447815 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.3135085999965668 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single peach blossom with five pink-to-white petals and yellow stamens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene filmed in extreme slow motion from a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a transparent, imperfectly spherical hailstone strike the upper edge of a petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the petal visibly recoiling, tearing through fibrous cracks, and sending droplets spurting into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stormy gray sky with a low-angle beam of golden sunlight piercing through?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043078016489744186 + ], + "opposite_logprob_tokens": [ + -3.1680779457092285 + ], + "logprob_reward": -0.043078016489744186, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043078016489744186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13491159677505493, + 0.10933802276849747, + 0.12406908720731735, + 0.06277752667665482, + 0.11168436706066132, + 0.1869361251592636, + 0.16663675010204315, + 0.04921465739607811, + 0.021322475746273994, + 0.03310934826731682 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.043078016489744186 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_3/index_tensor([5549, 5549])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_3/index_tensor([5549, 5549])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1f67f53345646f8db83ad61b58e96d7ccd82119a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_3/index_tensor([5549, 5549])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium shot, held handheld with a slight, visceral tremor that conveys palpable anticipation, focuses on a massive bull as it executes explosive spins across a sun-scorched dirt arena. The beast is a mountain of black, rippling muscle, its rough hide thoroughly caked with a thick layer of fine, pale dust that billows into the hot air. As it dramatically twists its massive body, its powerful hips and shoulders curl with immense tension, muscles visibly bunching beneath its skin. Its hind legs dig deep into the soft, reddish-brown soil, raising a billowing cloud of gravel. The bull's head, crowned by long, wickedly curved horns, whips with brutal speed, its dark eyes blazing with concentration. The entire scene is baked in the harsh, direct midday sun, casting stark shadows and creating high-contrast images that accentuate every straining sinew and every swirling mote of dust, generating a raw, tense, and primal atmosphere of impending, powerful action.", + "seed": 19395, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_3/index_5549_seed_19395_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2240456311032176, + "vlm_logprob": -0.2240456311032176, + "vlm_yes_no_margin": 2.475000023841858, + "vlm_token_credit": -0.2240456311032176, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1573135107755661 + ], + "opposite_logprob_tokens": [ + -2.032313585281372 + ], + "logprob_reward": -0.1573135107755661, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1573135107755661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07884284853935242, + 0.06236777454614639, + 0.051321133971214294, + 0.0686984583735466, + 0.2784842550754547, + 0.06854590028524399, + 0.05551481992006302, + 0.029147157445549965, + 0.1942734569311142, + 0.11280421167612076 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.1573135107755661 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261791467666626 + ], + "opposite_logprob_tokens": [ + -0.5761791467666626 + ], + "logprob_reward": -0.8261791467666626, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261791467666626, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11131666600704193, + 0.058373820036649704, + 0.2791373133659363, + 0.03877972066402435, + 0.032088473439216614, + 0.028437457978725433, + 0.06095823645591736, + 0.018831200897693634, + 0.26305484771728516, + 0.10902232676744461 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.8261791467666626 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464171078056097 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.00464171078056097, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464171078056097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08884478360414505, + 0.09561435878276825, + 0.42913782596588135, + 0.062485188245773315, + 0.16533468663692474, + 0.05149010196328163, + 0.0355878621339798, + 0.02039804309606552, + 0.016240589320659637, + 0.03486659377813339 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.00464171078056097 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206341087818146 + ], + "opposite_logprob_tokens": [ + -2.812063455581665 + ], + "logprob_reward": -0.06206341087818146, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206341087818146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07385715842247009, + 0.07344549894332886, + 0.37262481451034546, + 0.1384379118680954, + 0.08829500526189804, + 0.03827420994639397, + 0.06149476394057274, + 0.02602776512503624, + 0.022597845643758774, + 0.10494504123926163 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.06206341087818146 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003037631511688 + ], + "opposite_logprob_tokens": [ + -2.695030450820923 + ], + "logprob_reward": -0.07003037631511688, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003037631511688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029406556859612465, + 0.02316472865641117, + 0.047808438539505005, + 0.01767132058739662, + 0.049711477011442184, + 0.019275056198239326, + 0.0134382713586092, + 0.006852662190794945, + 0.7567855715751648, + 0.035885803401470184 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.07003037631511688 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, held handheld with a slight, visceral tremor that conveys palpable anticipation, focuses on a massive bull as it executes explosive spins across a sun-scorched dirt arena. The beast is a mountain of black, rippling muscle, its rough hide thoroughly caked with a thick layer of fine, pale dust that billows into the hot air. As it dramatically twists its massive body, its powerful hips and shoulders curl with immense tension, muscles visibly bunching beneath its skin. Its hind legs dig deep into the soft, reddish-brown soil, raising a billowing cloud of gravel. The bull's head, crowned by long, wickedly curved horns, whips with brutal speed, its dark eyes blazing with concentration. The entire scene is baked in the harsh, direct midday sun, casting stark shadows and creating high-contrast images that accentuate every straining sinew and every swirling mote of dust, generating a raw, tense, and primal atmosphere of impending, powerful action.", + "seed": 19396, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_3/index_5549_seed_19396_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14599905516952277, + "vlm_logprob": -0.14599905516952277, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.14599905516952277, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1787828803062439 + ], + "opposite_logprob_tokens": [ + -1.9287829399108887 + ], + "logprob_reward": -0.1787828803062439, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1787828803062439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.227553591132164, + 0.06816966086626053, + 0.10673896223306656, + 0.13051825761795044, + 0.15800762176513672, + 0.07965786010026932, + 0.06950078159570694, + 0.0454072579741478, + 0.03795129433274269, + 0.07649467140436172 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.1787828803062439 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.474323034286499 + ], + "opposite_logprob_tokens": [ + -0.974323034286499 + ], + "logprob_reward": -0.474323034286499, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.474323034286499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15348362922668457, + 0.06618965417146683, + 0.10183166712522507, + 0.08305429667234421, + 0.163706436753273, + 0.06572788208723068, + 0.10444306582212448, + 0.15396936237812042, + 0.03827336058020592, + 0.06932060420513153 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.474323034286499 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633444853127003 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.007633444853127003, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633444853127003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10900119692087173, + 0.06001243740320206, + 0.10357413440942764, + 0.07410635054111481, + 0.0438394770026207, + 0.050560709089040756, + 0.14404796063899994, + 0.05100390315055847, + 0.06445261090993881, + 0.2994011640548706 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.007633444853127003 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058989740908146 + ], + "opposite_logprob_tokens": [ + -3.895589828491211 + ], + "logprob_reward": -0.02058989740908146, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058989740908146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13869506120681763, + 0.039773128926754, + 0.08416828513145447, + 0.17434830963611603, + 0.11953959614038467, + 0.16600582003593445, + 0.06874711066484451, + 0.10555648058652878, + 0.058453578501939774, + 0.044712625443935394 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.02058989740908146 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866601899266243 + ], + "opposite_logprob_tokens": [ + -3.048666000366211 + ], + "logprob_reward": -0.04866601899266243, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866601899266243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23561879992485046, + 0.052207399159669876, + 0.13822157680988312, + 0.08096007257699966, + 0.0459221787750721, + 0.1643492579460144, + 0.09687521308660507, + 0.10717074573040009, + 0.021487394347786903, + 0.05718735232949257 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.04866601899266243 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, held handheld with a slight, visceral tremor that conveys palpable anticipation, focuses on a massive bull as it executes explosive spins across a sun-scorched dirt arena. The beast is a mountain of black, rippling muscle, its rough hide thoroughly caked with a thick layer of fine, pale dust that billows into the hot air. As it dramatically twists its massive body, its powerful hips and shoulders curl with immense tension, muscles visibly bunching beneath its skin. Its hind legs dig deep into the soft, reddish-brown soil, raising a billowing cloud of gravel. The bull's head, crowned by long, wickedly curved horns, whips with brutal speed, its dark eyes blazing with concentration. The entire scene is baked in the harsh, direct midday sun, casting stark shadows and creating high-contrast images that accentuate every straining sinew and every swirling mote of dust, generating a raw, tense, and primal atmosphere of impending, powerful action.", + "seed": 19397, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_3/index_5549_seed_19397_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09247595006600022, + "vlm_logprob": -0.09247595006600022, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.09247595006600022, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12199141830205917 + ], + "opposite_logprob_tokens": [ + -2.2469913959503174 + ], + "logprob_reward": -0.12199141830205917, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12199141830205917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1822054535150528, + 0.10310044139623642, + 0.13708242774009705, + 0.07474051415920258, + 0.1047462671995163, + 0.06460437178611755, + 0.11797195672988892, + 0.11551957577466965, + 0.043649494647979736, + 0.056379545480012894 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.12199141830205917 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20161721110343933 + ], + "opposite_logprob_tokens": [ + -1.7016172409057617 + ], + "logprob_reward": -0.20161721110343933, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20161721110343933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13970905542373657, + 0.1173940971493721, + 0.09462983161211014, + 0.08599943667650223, + 0.09896904975175858, + 0.08072056621313095, + 0.06699314713478088, + 0.22646541893482208, + 0.04242454096674919, + 0.04669482633471489 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.20161721110343933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631788495928049 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631788495928049, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631788495928049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12665843963623047, + 0.09295885264873505, + 0.13239270448684692, + 0.10231171548366547, + 0.11628898233175278, + 0.08832959085702896, + 0.19754335284233093, + 0.041349224746227264, + 0.049330390989780426, + 0.05283673480153084 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.007631788495928049 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190698698163033 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018190698698163033, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190698698163033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08569499850273132, + 0.11969532072544098, + 0.053277190774679184, + 0.13376642763614655, + 0.08607910573482513, + 0.10759980976581573, + 0.14040911197662354, + 0.1221708133816719, + 0.09975350648164749, + 0.051553744822740555 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.018190698698163033 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294863373041153 + ], + "opposite_logprob_tokens": [ + -2.2379486560821533 + ], + "logprob_reward": -0.11294863373041153, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294863373041153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2919323146343231, + 0.054050855338573456, + 0.06996267288923264, + 0.0443132184445858, + 0.05237620323896408, + 0.10647460073232651, + 0.11171909421682358, + 0.04097295552492142, + 0.10515157133340836, + 0.12304645031690598 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.11294863373041153 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, held handheld with a slight, visceral tremor that conveys palpable anticipation, focuses on a massive bull as it executes explosive spins across a sun-scorched dirt arena. The beast is a mountain of black, rippling muscle, its rough hide thoroughly caked with a thick layer of fine, pale dust that billows into the hot air. As it dramatically twists its massive body, its powerful hips and shoulders curl with immense tension, muscles visibly bunching beneath its skin. Its hind legs dig deep into the soft, reddish-brown soil, raising a billowing cloud of gravel. The bull's head, crowned by long, wickedly curved horns, whips with brutal speed, its dark eyes blazing with concentration. The entire scene is baked in the harsh, direct midday sun, casting stark shadows and creating high-contrast images that accentuate every straining sinew and every swirling mote of dust, generating a raw, tense, and primal atmosphere of impending, powerful action.", + "seed": 19398, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_3/index_5549_seed_19398_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11153972195461392, + "vlm_logprob": -0.11153972195461392, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.11153972195461392, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11371710896492004 + ], + "opposite_logprob_tokens": [ + -2.3637170791625977 + ], + "logprob_reward": -0.11371710896492004, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.11371710896492004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14514458179473877, + 0.04497441649436951, + 0.24171626567840576, + 0.11501345038414001, + 0.06356697529554367, + 0.053430624306201935, + 0.07018227875232697, + 0.05905299261212349, + 0.10926155745983124, + 0.09765689820051193 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.11371710896492004 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25214093923568726 + ], + "opposite_logprob_tokens": [ + -1.502140998840332 + ], + "logprob_reward": -0.25214093923568726, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25214093923568726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1448933482170105, + 0.07706066220998764, + 0.34459081292152405, + 0.07296087592840195, + 0.043903056532144547, + 0.046988945454359055, + 0.07170721888542175, + 0.049071893095970154, + 0.0955008938908577, + 0.053322259336709976 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.25214093923568726 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059514218010008335 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.0059514218010008335, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059514218010008335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2268468588590622, + 0.023007657378911972, + 0.2723870277404785, + 0.07054968923330307, + 0.06529974937438965, + 0.08208630979061127, + 0.0477273128926754, + 0.038900453597307205, + 0.08666480332612991, + 0.08653020858764648 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.0059514218010008335 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306739568710327 + ], + "opposite_logprob_tokens": [ + -3.168067455291748 + ], + "logprob_reward": -0.04306739568710327, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306739568710327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21709848940372467, + 0.02696162275969982, + 0.3392360508441925, + 0.028291620314121246, + 0.08988544344902039, + 0.13408514857292175, + 0.012980859726667404, + 0.01679004170000553, + 0.06409613788127899, + 0.07057452946901321 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.04306739568710327 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held handheld with a slight, visceral tremor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive black bull with long, wickedly curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bull executing explosive spins while its hind legs dig into reddish-brown soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by harsh, direct midday sun creating stark shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282174408435822 + ], + "opposite_logprob_tokens": [ + -2.017821788787842 + ], + "logprob_reward": -0.14282174408435822, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282174408435822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4898427426815033, + 0.051569439470767975, + 0.11090416461229324, + 0.08467768132686615, + 0.0433843731880188, + 0.049323663115501404, + 0.03309689834713936, + 0.04729635640978813, + 0.05151455104351044, + 0.0383901447057724 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.14282174408435822 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_4/index_tensor([4195, 4195])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_4/index_tensor([4195, 4195])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..972dcde8da4f7b46741c71f54e1cbc744b87079a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_4/index_tensor([4195, 4195])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a slightly upward angle, the camera remains still, focusing on a furry little brown bear, perched sturdily on a smooth riverside rock covered in emerald green moss. The scene is bathed in soft, golden afternoon sunlight, which filters through the foliage of the dense forest in the background, casting warm patches of light on the bear's thick, fluffy, honey-brown fur, making it appear exceptionally soft. Its front paws clumsily grasp a crude fishing rod made of a long branch, tilted at a precarious angle, its line attached to a thin vine, gently dangling into the crystal-clear, slow-flowing stream. The bear leans forward slightly, its round black eyes fixed intently on the water. Its small black nose occasionally twitches, and every time it tries to adjust its grip, its body lurches with a tiny, uncoordinated jiggle, causing the line to bounce erratically in the water. The entire scene is imbued with a sense of tranquility, innocent concentration, and a kind of clumsy, endearing charm.", + "seed": 29473, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_4/index_4195_seed_29473_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04685928151011467, + "vlm_logprob": -0.04685928151011467, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.04685928151011467, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04954414442181587 + ], + "opposite_logprob_tokens": [ + -3.049544095993042 + ], + "logprob_reward": -0.04954414442181587, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04954414442181587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2672657370567322, + 0.05741063132882118, + 0.027494434267282486, + 0.03643132373690605, + 0.2193065583705902, + 0.12109104543924332, + 0.11457636952400208, + 0.06972815841436386, + 0.037250813096761703, + 0.04944492131471634 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.04954414442181587 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025028828531503677 + ], + "opposite_logprob_tokens": [ + -6.002502918243408 + ], + "logprob_reward": -0.0025028828531503677, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025028828531503677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6464758515357971, + 0.04262290522456169, + 0.021609336137771606, + 0.023481551557779312, + 0.09453414380550385, + 0.03304676711559296, + 0.05504879727959633, + 0.025976166129112244, + 0.03154817596077919, + 0.02565629966557026 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0025028828531503677 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907414227724075 + ], + "opposite_logprob_tokens": [ + -2.46407413482666 + ], + "logprob_reward": -0.08907414227724075, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907414227724075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27330803871154785, + 0.02856598235666752, + 0.04416944831609726, + 0.04652230441570282, + 0.3365289270877838, + 0.016276046633720398, + 0.06209274381399155, + 0.0626579076051712, + 0.10026868432760239, + 0.02960999868810177 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.08907414227724075 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194829389452934 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.014194829389452934, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194829389452934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2837947607040405, + 0.1925545483827591, + 0.03274079039692879, + 0.041200779378414154, + 0.11936366558074951, + 0.05319259688258171, + 0.09077081084251404, + 0.06696391850709915, + 0.06449984014034271, + 0.0549183115363121 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.014194829389452934 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898040860891342 + ], + "opposite_logprob_tokens": [ + -2.5789804458618164 + ], + "logprob_reward": -0.07898040860891342, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898040860891342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.507393479347229, + 0.15628528594970703, + 0.017101703211665154, + 0.035264499485492706, + 0.07968534529209137, + 0.01790008507668972, + 0.04805784299969673, + 0.054124560207128525, + 0.03315357491374016, + 0.051033612340688705 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.07898040860891342 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, the camera remains still, focusing on a furry little brown bear, perched sturdily on a smooth riverside rock covered in emerald green moss. The scene is bathed in soft, golden afternoon sunlight, which filters through the foliage of the dense forest in the background, casting warm patches of light on the bear's thick, fluffy, honey-brown fur, making it appear exceptionally soft. Its front paws clumsily grasp a crude fishing rod made of a long branch, tilted at a precarious angle, its line attached to a thin vine, gently dangling into the crystal-clear, slow-flowing stream. The bear leans forward slightly, its round black eyes fixed intently on the water. Its small black nose occasionally twitches, and every time it tries to adjust its grip, its body lurches with a tiny, uncoordinated jiggle, causing the line to bounce erratically in the water. The entire scene is imbued with a sense of tranquility, innocent concentration, and a kind of clumsy, endearing charm.", + "seed": 29474, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_4/index_4195_seed_29474_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12385261096060277, + "vlm_logprob": -0.12385261096060277, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.12385261096060277, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22684097290039062 + ], + "opposite_logprob_tokens": [ + -1.6018409729003906 + ], + "logprob_reward": -0.22684097290039062, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22684097290039062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20744569599628448, + 0.03964081406593323, + 0.2120138257741928, + 0.03671202436089516, + 0.03706175088882446, + 0.20308661460876465, + 0.021040163934230804, + 0.08103088289499283, + 0.020699763670563698, + 0.14126840233802795 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.22684097290039062 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012566549703478813 + ], + "opposite_logprob_tokens": [ + -4.387566566467285 + ], + "logprob_reward": -0.012566549703478813, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012566549703478813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2947363257408142, + 0.07007928937673569, + 0.1751631647348404, + 0.036799926310777664, + 0.035447537899017334, + 0.14868848025798798, + 0.044619232416152954, + 0.1046728864312172, + 0.03565457463264465, + 0.054138608276844025 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.012566549703478813 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31349238753318787 + ], + "opposite_logprob_tokens": [ + -1.3134924173355103 + ], + "logprob_reward": -0.31349238753318787, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31349238753318787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16688068211078644, + 0.07681314647197723, + 0.17172802984714508, + 0.043902285397052765, + 0.04261729121208191, + 0.16960693895816803, + 0.0745777040719986, + 0.10376279801130295, + 0.054341647773981094, + 0.09576953202486038 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.31349238753318787 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329517900943756 + ], + "opposite_logprob_tokens": [ + -3.7732951641082764 + ], + "logprob_reward": -0.02329517900943756, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329517900943756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14847950637340546, + 0.052332520484924316, + 0.19203440845012665, + 0.09066078066825867, + 0.05143505707383156, + 0.15591080486774445, + 0.06266463547945023, + 0.06085341423749924, + 0.0865059345960617, + 0.09912289679050446 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.02329517900943756 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043067965656518936 + ], + "opposite_logprob_tokens": [ + -3.1680679321289062 + ], + "logprob_reward": -0.043067965656518936, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043067965656518936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15434354543685913, + 0.11594000458717346, + 0.14609983563423157, + 0.04269873723387718, + 0.03052402287721634, + 0.1945248395204544, + 0.025031358003616333, + 0.06578724086284637, + 0.10373114049434662, + 0.1213192567229271 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.043067965656518936 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, the camera remains still, focusing on a furry little brown bear, perched sturdily on a smooth riverside rock covered in emerald green moss. The scene is bathed in soft, golden afternoon sunlight, which filters through the foliage of the dense forest in the background, casting warm patches of light on the bear's thick, fluffy, honey-brown fur, making it appear exceptionally soft. Its front paws clumsily grasp a crude fishing rod made of a long branch, tilted at a precarious angle, its line attached to a thin vine, gently dangling into the crystal-clear, slow-flowing stream. The bear leans forward slightly, its round black eyes fixed intently on the water. Its small black nose occasionally twitches, and every time it tries to adjust its grip, its body lurches with a tiny, uncoordinated jiggle, causing the line to bounce erratically in the water. The entire scene is imbued with a sense of tranquility, innocent concentration, and a kind of clumsy, endearing charm.", + "seed": 29475, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_4/index_4195_seed_29475_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05815409403294325, + "vlm_logprob": -0.05815409403294325, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.05815409403294325, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027383675798773766 + ], + "opposite_logprob_tokens": [ + -3.65238356590271 + ], + "logprob_reward": -0.027383675798773766, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027383675798773766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10157713294029236, + 0.06883078813552856, + 0.13248589634895325, + 0.14179706573486328, + 0.08428526669740677, + 0.03426188975572586, + 0.0926973968744278, + 0.07535942643880844, + 0.1573958396911621, + 0.11130931973457336 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.027383675798773766 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007650953717529774 + ], + "opposite_logprob_tokens": [ + -4.882650852203369 + ], + "logprob_reward": -0.007650953717529774, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007650953717529774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43484100699424744, + 0.08695253729820251, + 0.07123807072639465, + 0.11813386529684067, + 0.06959798187017441, + 0.02988247014582157, + 0.0916629210114479, + 0.04954025521874428, + 0.008928821422159672, + 0.03922208771109581 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.007650953717529774 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298515647649765 + ], + "opposite_logprob_tokens": [ + -2.237985134124756 + ], + "logprob_reward": -0.11298515647649765, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298515647649765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12709318101406097, + 0.10430395603179932, + 0.07851000130176544, + 0.41569241881370544, + 0.10602427273988724, + 0.020190032199025154, + 0.053538303822278976, + 0.019136914983391762, + 0.03701729699969292, + 0.038493648171424866 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.11298515647649765 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029803644865751266 + ], + "opposite_logprob_tokens": [ + -3.52980375289917 + ], + "logprob_reward": -0.029803644865751266, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029803644865751266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16411860287189484, + 0.07535507529973984, + 0.08734792470932007, + 0.24338951706886292, + 0.11326806992292404, + 0.060552917420864105, + 0.05747200548648834, + 0.04858823120594025, + 0.05878842622041702, + 0.0911191925406456 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.029803644865751266 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294703930616379 + ], + "opposite_logprob_tokens": [ + -2.2379469871520996 + ], + "logprob_reward": -0.11294703930616379, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294703930616379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08235734701156616, + 0.08733279258012772, + 0.09239955991506577, + 0.34101083874702454, + 0.09635330736637115, + 0.04714297503232956, + 0.037209607660770416, + 0.053382452577352524, + 0.09165512025356293, + 0.07115595787763596 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.11294703930616379 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, the camera remains still, focusing on a furry little brown bear, perched sturdily on a smooth riverside rock covered in emerald green moss. The scene is bathed in soft, golden afternoon sunlight, which filters through the foliage of the dense forest in the background, casting warm patches of light on the bear's thick, fluffy, honey-brown fur, making it appear exceptionally soft. Its front paws clumsily grasp a crude fishing rod made of a long branch, tilted at a precarious angle, its line attached to a thin vine, gently dangling into the crystal-clear, slow-flowing stream. The bear leans forward slightly, its round black eyes fixed intently on the water. Its small black nose occasionally twitches, and every time it tries to adjust its grip, its body lurches with a tiny, uncoordinated jiggle, causing the line to bounce erratically in the water. The entire scene is imbued with a sense of tranquility, innocent concentration, and a kind of clumsy, endearing charm.", + "seed": 29476, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_4/index_4195_seed_29476_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08398872995749115, + "vlm_logprob": -0.08398872995749115, + "vlm_yes_no_margin": 3.074999952316284, + "vlm_token_credit": -0.08398872995749115, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07189489901065826 + ], + "opposite_logprob_tokens": [ + -2.696894884109497 + ], + "logprob_reward": -0.07189489901065826, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07189489901065826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07172969728708267, + 0.21759748458862305, + 0.1195487529039383, + 0.12300416827201843, + 0.016335973516106606, + 0.01918322965502739, + 0.05871438980102539, + 0.025821378454566002, + 0.04385753720998764, + 0.30420738458633423 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.07189489901065826 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007653201464563608 + ], + "opposite_logprob_tokens": [ + -4.88265323638916 + ], + "logprob_reward": -0.007653201464563608, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007653201464563608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09632833302021027, + 0.1070467159152031, + 0.3617207407951355, + 0.11688651144504547, + 0.021014602854847908, + 0.026213079690933228, + 0.07487136870622635, + 0.023021245375275612, + 0.03331103175878525, + 0.13958638906478882 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.007653201464563608 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521723508834839 + ], + "opposite_logprob_tokens": [ + -1.5021723508834839 + ], + "logprob_reward": -0.2521723508834839, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521723508834839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04981498047709465, + 0.04400136321783066, + 0.21552179753780365, + 0.07380727678537369, + 0.01516474038362503, + 0.015835221856832504, + 0.0332106351852417, + 0.025405021384358406, + 0.044006530195474625, + 0.48323243856430054 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.2521723508834839 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188709393143654 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.018188709393143654, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018188709393143654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06533633172512054, + 0.06222376227378845, + 0.2941074073314667, + 0.13518671691417694, + 0.04045111685991287, + 0.04406918212771416, + 0.03353232517838478, + 0.020236695185303688, + 0.03954171761870384, + 0.2653147280216217 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.018188709393143654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a furry brown bear perched on a smooth riverside rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rock covered in emerald green moss and is the bear's fur thick, fluffy, and honey-brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bear holding a crude fishing rod made of a long branch with a line attached to a thin vine dangling into a crystal-clear stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bear lean forward with round black eyes fixed on the water while its body lurches with a tiny, uncoordinated jiggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera still, shot from a slightly upward angle, in a dense forest bathed in soft golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003448903560638 + ], + "opposite_logprob_tokens": [ + -2.6950345039367676 + ], + "logprob_reward": -0.07003448903560638, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003448903560638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07810765504837036, + 0.05991794914007187, + 0.12232904881238937, + 0.2812439501285553, + 0.0613098181784153, + 0.027865586802363396, + 0.021722732111811638, + 0.029699057340621948, + 0.0608404278755188, + 0.2569638192653656 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.07003448903560638 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_5/index_tensor([5990, 5990])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_5/index_tensor([5990, 5990])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..701963320bf1f92b27c652c8fee63e28bd0cc7e8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_5/index_tensor([5990, 5990])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Composed vertically in Steve McCurry's signature portrait style, the shot is shot from below, with the camera slowly tilting upward to emphasize the sense of movement. The image focuses on a tiny young woman struggling to scale a massive plant stalk, resembling a green skyscraper. Soft, golden morning sunlight filters through the mist, warmly backlighting the scene, casting a crystalline brilliance on the countless drops of morning dew clinging to the stalk's fiber. The high-resolution lens captures every nuance of the young woman's face: her deep, dark eyes gaze upward, a mixture of struggle and unyielding determination, while a few tangled strands of sweat-soaked hair cling to her mud-stained forehead. Her clothing is a masterpiece of imagination: a patchwork top meticulously sewn from faded fabric scraps, with bottle caps serving as buttons, and her pants made from a weathered plastic bag, tied with a hemp rope at the waist. These intricate details crafted from discarded materials are clearly visible in the close-up. Her small hands, with their knuckles white from exertion, are carefully but decisively grasping the rough longitudinal texture of the stem. Her body is tense, moving upwards at a slow and tenacious rhythm. The entire picture is rich and saturated in color, and the deep emerald green forms a sharp contrast with the earthy tones of the girl's clothes, creating a tranquil atmosphere full of epic sense and emotional tension, where tiny individuals display amazing vitality in the face of the vastness of nature.", + "seed": 22518, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_5/index_5990_seed_22518_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19821869367733597, + "vlm_logprob": -0.19821869367733597, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.19821869367733597, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5344991683959961 + ], + "opposite_logprob_tokens": [ + -0.9094991683959961 + ], + "logprob_reward": -0.5344991683959961, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5344991683959961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2615945339202881, + 0.10028067231178284, + 0.07480359822511673, + 0.14535193145275116, + 0.06170803681015968, + 0.17176856100559235, + 0.044492267072200775, + 0.027362773194909096, + 0.04621146246790886, + 0.0664260983467102 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.5344991683959961 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003437489271164 + ], + "opposite_logprob_tokens": [ + -2.350343704223633 + ], + "logprob_reward": -0.1003437489271164, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003437489271164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43376806378364563, + 0.055983830243349075, + 0.08027574419975281, + 0.045245345681905746, + 0.026873258873820305, + 0.1998583823442459, + 0.04433368146419525, + 0.006957252509891987, + 0.027147840708494186, + 0.07955664396286011 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.1003437489271164 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814756125211716 + ], + "opposite_logprob_tokens": [ + -3.288147449493408 + ], + "logprob_reward": -0.03814756125211716, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814756125211716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30712512135505676, + 0.0391162633895874, + 0.09435907751321793, + 0.1560899168252945, + 0.01526604313403368, + 0.1610056608915329, + 0.07278222590684891, + 0.033805038779973984, + 0.04390466958284378, + 0.07654602825641632 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.03814756125211716 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31346234679222107 + ], + "opposite_logprob_tokens": [ + -1.3134623765945435 + ], + "logprob_reward": -0.31346234679222107, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31346234679222107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17061948776245117, + 0.12858997285366058, + 0.09140567481517792, + 0.18179938197135925, + 0.06954200565814972, + 0.13086764514446259, + 0.07038286328315735, + 0.05685042217373848, + 0.04881543293595314, + 0.05112708359956741 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.31346234679222107 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640643019229174 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.004640643019229174, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640643019229174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41807958483695984, + 0.056170158088207245, + 0.042343199253082275, + 0.056982893496751785, + 0.026557616889476776, + 0.13405679166316986, + 0.04066038504242897, + 0.02567267417907715, + 0.12406670302152634, + 0.07541003078222275 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.004640643019229174 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Composed vertically in Steve McCurry's signature portrait style, the shot is shot from below, with the camera slowly tilting upward to emphasize the sense of movement. The image focuses on a tiny young woman struggling to scale a massive plant stalk, resembling a green skyscraper. Soft, golden morning sunlight filters through the mist, warmly backlighting the scene, casting a crystalline brilliance on the countless drops of morning dew clinging to the stalk's fiber. The high-resolution lens captures every nuance of the young woman's face: her deep, dark eyes gaze upward, a mixture of struggle and unyielding determination, while a few tangled strands of sweat-soaked hair cling to her mud-stained forehead. Her clothing is a masterpiece of imagination: a patchwork top meticulously sewn from faded fabric scraps, with bottle caps serving as buttons, and her pants made from a weathered plastic bag, tied with a hemp rope at the waist. These intricate details crafted from discarded materials are clearly visible in the close-up. Her small hands, with their knuckles white from exertion, are carefully but decisively grasping the rough longitudinal texture of the stem. Her body is tense, moving upwards at a slow and tenacious rhythm. The entire picture is rich and saturated in color, and the deep emerald green forms a sharp contrast with the earthy tones of the girl's clothes, creating a tranquil atmosphere full of epic sense and emotional tension, where tiny individuals display amazing vitality in the face of the vastness of nature.", + "seed": 22519, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_5/index_5990_seed_22519_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10031002019532025, + "vlm_logprob": -0.10031002019532025, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.10031002019532025, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.36731210350990295 + ], + "opposite_logprob_tokens": [ + -1.2423120737075806 + ], + "logprob_reward": -0.36731210350990295, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.36731210350990295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22160480916500092, + 0.06939299404621124, + 0.0890820175409317, + 0.13049179315567017, + 0.045880936086177826, + 0.05920058861374855, + 0.07017845660448074, + 0.23119822144508362, + 0.0257714856415987, + 0.05719861760735512 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.36731210350990295 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018223710358142853 + ], + "opposite_logprob_tokens": [ + -4.018223762512207 + ], + "logprob_reward": -0.018223710358142853, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018223710358142853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.243560791015625, + 0.1469883918762207, + 0.06482809036970139, + 0.12556134164333344, + 0.07997717708349228, + 0.028584470972418785, + 0.1162174716591835, + 0.1256125420331955, + 0.02502291649580002, + 0.04364679008722305 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.018223710358142853 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023333493620157242 + ], + "opposite_logprob_tokens": [ + -3.7733335494995117 + ], + "logprob_reward": -0.023333493620157242, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023333493620157242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13513940572738647, + 0.03728495165705681, + 0.0564190037548542, + 0.19408193230628967, + 0.15192605555057526, + 0.04616492986679077, + 0.03219960257411003, + 0.20810076594352722, + 0.02395777218043804, + 0.11472556740045547 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.023333493620157242 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906290680170059 + ], + "opposite_logprob_tokens": [ + -2.4640629291534424 + ], + "logprob_reward": -0.08906290680170059, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906290680170059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27349063754081726, + 0.0754215344786644, + 0.07713169604539871, + 0.22611354291439056, + 0.09811849892139435, + 0.07233630865812302, + 0.06203962862491608, + 0.04988276958465576, + 0.01671483740210533, + 0.04875054955482483 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.08906290680170059 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036178866866976023 + ], + "opposite_logprob_tokens": [ + -5.628617763519287 + ], + "logprob_reward": -0.0036178866866976023, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036178866866976023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1407797634601593, + 0.0672508254647255, + 0.055297236889600754, + 0.08127055317163467, + 0.09241995215415955, + 0.060216568410396576, + 0.08722256869077682, + 0.2383919060230255, + 0.11399389803409576, + 0.06315669417381287 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.0036178866866976023 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Composed vertically in Steve McCurry's signature portrait style, the shot is shot from below, with the camera slowly tilting upward to emphasize the sense of movement. The image focuses on a tiny young woman struggling to scale a massive plant stalk, resembling a green skyscraper. Soft, golden morning sunlight filters through the mist, warmly backlighting the scene, casting a crystalline brilliance on the countless drops of morning dew clinging to the stalk's fiber. The high-resolution lens captures every nuance of the young woman's face: her deep, dark eyes gaze upward, a mixture of struggle and unyielding determination, while a few tangled strands of sweat-soaked hair cling to her mud-stained forehead. Her clothing is a masterpiece of imagination: a patchwork top meticulously sewn from faded fabric scraps, with bottle caps serving as buttons, and her pants made from a weathered plastic bag, tied with a hemp rope at the waist. These intricate details crafted from discarded materials are clearly visible in the close-up. Her small hands, with their knuckles white from exertion, are carefully but decisively grasping the rough longitudinal texture of the stem. Her body is tense, moving upwards at a slow and tenacious rhythm. The entire picture is rich and saturated in color, and the deep emerald green forms a sharp contrast with the earthy tones of the girl's clothes, creating a tranquil atmosphere full of epic sense and emotional tension, where tiny individuals display amazing vitality in the face of the vastness of nature.", + "seed": 22520, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_5/index_5990_seed_22520_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07472420288249851, + "vlm_logprob": -0.07472420288249851, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.07472420288249851, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22469036281108856 + ], + "opposite_logprob_tokens": [ + -1.724690318107605 + ], + "logprob_reward": -0.22469036281108856, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.22469036281108856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3866766691207886, + 0.17611482739448547, + 0.05067414417862892, + 0.042331941425800323, + 0.05709170177578926, + 0.02410440891981125, + 0.07388846576213837, + 0.08076366782188416, + 0.021473856642842293, + 0.08688030391931534 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.22469036281108856 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332056686282158 + ], + "opposite_logprob_tokens": [ + -3.7733206748962402 + ], + "logprob_reward": -0.02332056686282158, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332056686282158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5490795969963074, + 0.03191887214779854, + 0.04358350858092308, + 0.055202290415763855, + 0.02694324590265751, + 0.01683063618838787, + 0.06754520535469055, + 0.04043888673186302, + 0.032400503754615784, + 0.1360573172569275 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.02332056686282158 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020621078088879585 + ], + "opposite_logprob_tokens": [ + -3.8956210613250732 + ], + "logprob_reward": -0.020621078088879585, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020621078088879585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6095951795578003, + 0.04967833682894707, + 0.01978980377316475, + 0.020284732803702354, + 0.04307407885789871, + 0.05355726182460785, + 0.02910119667649269, + 0.05461086332798004, + 0.03425527364015579, + 0.0860532745718956 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.020621078088879585 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034741461277008 + ], + "opposite_logprob_tokens": [ + -2.3503475189208984 + ], + "logprob_reward": -0.10034741461277008, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034741461277008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6226434707641602, + 0.05847183242440224, + 0.06689710915088654, + 0.0568736232817173, + 0.029688281938433647, + 0.030187422409653664, + 0.026614408940076828, + 0.022276299074292183, + 0.021383389830589294, + 0.06496424227952957 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.10034741461277008 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641592036932707 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.004641592036932707, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641592036932707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09081840515136719, + 0.046872977167367935, + 0.053020596504211426, + 0.0469796359539032, + 0.055733680725097656, + 0.027222374454140663, + 0.02574458159506321, + 0.05674086511135101, + 0.042488474398851395, + 0.5543783903121948 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.004641592036932707 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Composed vertically in Steve McCurry's signature portrait style, the shot is shot from below, with the camera slowly tilting upward to emphasize the sense of movement. The image focuses on a tiny young woman struggling to scale a massive plant stalk, resembling a green skyscraper. Soft, golden morning sunlight filters through the mist, warmly backlighting the scene, casting a crystalline brilliance on the countless drops of morning dew clinging to the stalk's fiber. The high-resolution lens captures every nuance of the young woman's face: her deep, dark eyes gaze upward, a mixture of struggle and unyielding determination, while a few tangled strands of sweat-soaked hair cling to her mud-stained forehead. Her clothing is a masterpiece of imagination: a patchwork top meticulously sewn from faded fabric scraps, with bottle caps serving as buttons, and her pants made from a weathered plastic bag, tied with a hemp rope at the waist. These intricate details crafted from discarded materials are clearly visible in the close-up. Her small hands, with their knuckles white from exertion, are carefully but decisively grasping the rough longitudinal texture of the stem. Her body is tense, moving upwards at a slow and tenacious rhythm. The entire picture is rich and saturated in color, and the deep emerald green forms a sharp contrast with the earthy tones of the girl's clothes, creating a tranquil atmosphere full of epic sense and emotional tension, where tiny individuals display amazing vitality in the face of the vastness of nature.", + "seed": 22521, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_5/index_5990_seed_22521_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1742792207747698, + "vlm_logprob": -0.1742792207747698, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.1742792207747698, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.358565092086792 + ], + "opposite_logprob_tokens": [ + -1.233565092086792 + ], + "logprob_reward": -0.358565092086792, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.358565092086792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03500021621584892, + 0.06473013013601303, + 0.0367421954870224, + 0.08803531527519226, + 0.08373185247182846, + 0.348548948764801, + 0.10810571163892746, + 0.01599976234138012, + 0.02402656525373459, + 0.1950792670249939 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.358565092086792 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34873294830322266 + ], + "opposite_logprob_tokens": [ + -1.2237329483032227 + ], + "logprob_reward": -0.34873294830322266, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34873294830322266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.018947754055261612, + 0.03171739727258682, + 0.034119028598070145, + 0.0626128688454628, + 0.05884748324751854, + 0.10117608308792114, + 0.0762007087469101, + 0.04804622381925583, + 0.01942625641822815, + 0.5489062070846558 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.34873294830322266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10047809034585953 + ], + "opposite_logprob_tokens": [ + -2.350478172302246 + ], + "logprob_reward": -0.10047809034585953, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10047809034585953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033268917351961136, + 0.031193239614367485, + 0.018159294500947, + 0.03871957212686539, + 0.0377173088490963, + 0.1841481775045395, + 0.03777754679322243, + 0.02198474481701851, + 0.018774380907416344, + 0.5782568454742432 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.10047809034585953 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054972123354673386 + ], + "opposite_logprob_tokens": [ + -2.9299721717834473 + ], + "logprob_reward": -0.054972123354673386, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054972123354673386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09359573572874069, + 0.09851650148630142, + 0.0827140361070633, + 0.45406293869018555, + 0.03221076726913452, + 0.06632491201162338, + 0.02503308840095997, + 0.0107506038621068, + 0.008508769795298576, + 0.12828275561332703 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.054972123354673386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle with the camera slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a tiny young woman scaling a massive green plant stalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a patchwork top made of faded fabric scraps with bottle caps as buttons and pants made from a weathered plastic bag tied with hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft golden morning sunlight filtering through mist to backlight the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's body tense and moving upwards at a slow, tenacious rhythm while grasping the rough texture of the stem?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647849783301353 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008647849783301353, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647849783301353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04408803954720497, + 0.0224651787430048, + 0.03220459446310997, + 0.06781471520662308, + 0.05180467292666435, + 0.07163270562887192, + 0.048700928688049316, + 0.03043382614850998, + 0.02775786817073822, + 0.6030974388122559 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.008647849783301353 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_6/index_tensor([9767, 9767])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_6/index_tensor([9767, 9767])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..011c0d50d689d4cb36390778a26df74acaa0d1c7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_6/index_tensor([9767, 9767])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot, filmed from a slightly elevated angle and panning slowly from left to right, captures the entire stage space as a fluid, visual epic. The stage, completely transformed by sophisticated projection technology, sees countless golden and ochre particles swirling and drifting against a deep black backdrop, perfectly simulating the swirling sandstorms of a twilight desert wind, creating a vast and oppressive atmosphere. At the center of this storm of light and shadow, a central female dancer, her figure slender and graceful, her hair in a towering, classical chignon adorned with subtle, shimmering golden hairpins, her expression solemn and focused. Clad in a lightweight silk gown in terracotta red and lapis lazuli blue, she executes a steady and composed leap, her body unfurling into a graceful, arched arc, as if defying gravity. Two extra-long orange-red ribbons tied around her arms danced violently in the air as she moved, tracing smooth and powerful arcs like calligraphy, while her cascading, voluminous skirt billowed and blossomed in the virtual air currents, like a rare flower blooming amidst the windswept sand. Her every movement was precisely orchestrated by the fluidity of light and shadow particles. Spots of light converged and dissipated around her, making her seem like a truly celestial being, freed from the confines of the mural and soaring across the vast desert. Under the warm spotlight, the entire scene exuded a sacred, majestic, and intensely dynamic visual beauty, creating a breathtaking, living Dunhuang scroll.", + "seed": 25448, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_6/index_9767_seed_25448_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4078923369757831, + "vlm_logprob": -0.4078923369757831, + "vlm_yes_no_margin": 2.425000011920929, + "vlm_token_credit": -0.4078923369757831, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2244648933410645 + ], + "opposite_logprob_tokens": [ + -0.34946495294570923 + ], + "logprob_reward": -1.2244648933410645, + "yes_no_margin_reward": -0.8749999403953552, + "token_credit_reward": -1.2244648933410645, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.26247820258140564, + 0.06574179232120514, + 0.06776708364486694, + 0.152481347322464, + 0.08523450791835785, + 0.05255500599741936, + 0.034742340445518494, + 0.0322549007833004, + 0.1795971691608429, + 0.06714761257171631 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -1.2244648933410645 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578713893890381 + ], + "opposite_logprob_tokens": [ + -0.6328713893890381 + ], + "logprob_reward": -0.7578713893890381, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578713893890381, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11131079494953156, + 0.13063876330852509, + 0.07269567996263504, + 0.1325019896030426, + 0.043212100863456726, + 0.10251506417989731, + 0.0773327499628067, + 0.15574835240840912, + 0.07849878817796707, + 0.09554567188024521 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.7578713893890381 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002829597797244787 + ], + "opposite_logprob_tokens": [ + -5.877829551696777 + ], + "logprob_reward": -0.002829597797244787, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002829597797244787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33505260944366455, + 0.05862906575202942, + 0.08803632855415344, + 0.10492691397666931, + 0.11801494657993317, + 0.02483743242919445, + 0.02067468874156475, + 0.07816406339406967, + 0.10965484380722046, + 0.06200910732150078 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.002829597797244787 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059643715620041 + ], + "opposite_logprob_tokens": [ + -3.895596504211426 + ], + "logprob_reward": -0.02059643715620041, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059643715620041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2790268659591675, + 0.057260770350694656, + 0.10899128764867783, + 0.06215866282582283, + 0.08312739431858063, + 0.052261825650930405, + 0.06838607788085938, + 0.04411459341645241, + 0.18389283120632172, + 0.06077974662184715 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.02059643715620041 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369936719536781 + ], + "opposite_logprob_tokens": [ + -3.4086992740631104 + ], + "logprob_reward": -0.03369936719536781, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369936719536781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35309991240501404, + 0.08185618370771408, + 0.09920233488082886, + 0.0798635333776474, + 0.08185877650976181, + 0.05591750517487526, + 0.12477398663759232, + 0.033208202570676804, + 0.026323257014155388, + 0.06389626860618591 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.03369936719536781 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, filmed from a slightly elevated angle and panning slowly from left to right, captures the entire stage space as a fluid, visual epic. The stage, completely transformed by sophisticated projection technology, sees countless golden and ochre particles swirling and drifting against a deep black backdrop, perfectly simulating the swirling sandstorms of a twilight desert wind, creating a vast and oppressive atmosphere. At the center of this storm of light and shadow, a central female dancer, her figure slender and graceful, her hair in a towering, classical chignon adorned with subtle, shimmering golden hairpins, her expression solemn and focused. Clad in a lightweight silk gown in terracotta red and lapis lazuli blue, she executes a steady and composed leap, her body unfurling into a graceful, arched arc, as if defying gravity. Two extra-long orange-red ribbons tied around her arms danced violently in the air as she moved, tracing smooth and powerful arcs like calligraphy, while her cascading, voluminous skirt billowed and blossomed in the virtual air currents, like a rare flower blooming amidst the windswept sand. Her every movement was precisely orchestrated by the fluidity of light and shadow particles. Spots of light converged and dissipated around her, making her seem like a truly celestial being, freed from the confines of the mural and soaring across the vast desert. Under the warm spotlight, the entire scene exuded a sacred, majestic, and intensely dynamic visual beauty, creating a breathtaking, living Dunhuang scroll.", + "seed": 25449, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_6/index_9767_seed_25449_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.39897914631292225, + "vlm_logprob": -0.39897914631292225, + "vlm_yes_no_margin": 2.6499999880790712, + "vlm_token_credit": -0.39897914631292225, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0554227828979492 + ], + "opposite_logprob_tokens": [ + -0.43042272329330444 + ], + "logprob_reward": -1.0554227828979492, + "yes_no_margin_reward": -0.6250000596046448, + "token_credit_reward": -1.0554227828979492, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.29687997698783875, + 0.06515560299158096, + 0.051798392087221146, + 0.049469925463199615, + 0.056137166917324066, + 0.11755862087011337, + 0.17535938322544098, + 0.08195535838603973, + 0.03849232941865921, + 0.06719323247671127 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -1.0554227828979492 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.898383617401123 + ], + "opposite_logprob_tokens": [ + -0.523383617401123 + ], + "logprob_reward": -0.898383617401123, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.898383617401123, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13163216412067413, + 0.05623067915439606, + 0.05885801091790199, + 0.12005173414945602, + 0.0886019617319107, + 0.19979599118232727, + 0.04911704733967781, + 0.1750219166278839, + 0.04809598624706268, + 0.07259448617696762 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.898383617401123 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017228773795068264 + ], + "opposite_logprob_tokens": [ + -6.376722812652588 + ], + "logprob_reward": -0.0017228773795068264, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017228773795068264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3497588634490967, + 0.05537736788392067, + 0.019914746284484863, + 0.030963871628046036, + 0.03848112374544144, + 0.14824199676513672, + 0.0760328397154808, + 0.21550600230693817, + 0.015652120113372803, + 0.05007103085517883 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.0017228773795068264 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023298555985093117 + ], + "opposite_logprob_tokens": [ + -3.773298501968384 + ], + "logprob_reward": -0.023298555985093117, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023298555985093117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2976941168308258, + 0.07495393604040146, + 0.05531639978289604, + 0.03583422303199768, + 0.01653079316020012, + 0.11119959503412247, + 0.039538897573947906, + 0.2816917300224304, + 0.05003086104989052, + 0.03720945119857788 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.023298555985093117 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067897900938988 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.016067897900938988, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067897900938988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4098129868507385, + 0.057238414883613586, + 0.029816148802638054, + 0.02217152714729309, + 0.03597771376371384, + 0.09610573947429657, + 0.04297390580177307, + 0.19632568955421448, + 0.026656504720449448, + 0.0829213559627533 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.016067897900938988 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, filmed from a slightly elevated angle and panning slowly from left to right, captures the entire stage space as a fluid, visual epic. The stage, completely transformed by sophisticated projection technology, sees countless golden and ochre particles swirling and drifting against a deep black backdrop, perfectly simulating the swirling sandstorms of a twilight desert wind, creating a vast and oppressive atmosphere. At the center of this storm of light and shadow, a central female dancer, her figure slender and graceful, her hair in a towering, classical chignon adorned with subtle, shimmering golden hairpins, her expression solemn and focused. Clad in a lightweight silk gown in terracotta red and lapis lazuli blue, she executes a steady and composed leap, her body unfurling into a graceful, arched arc, as if defying gravity. Two extra-long orange-red ribbons tied around her arms danced violently in the air as she moved, tracing smooth and powerful arcs like calligraphy, while her cascading, voluminous skirt billowed and blossomed in the virtual air currents, like a rare flower blooming amidst the windswept sand. Her every movement was precisely orchestrated by the fluidity of light and shadow particles. Spots of light converged and dissipated around her, making her seem like a truly celestial being, freed from the confines of the mural and soaring across the vast desert. Under the warm spotlight, the entire scene exuded a sacred, majestic, and intensely dynamic visual beauty, creating a breathtaking, living Dunhuang scroll.", + "seed": 25450, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_6/index_9767_seed_25450_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4507270002737641, + "vlm_logprob": -0.4507270002737641, + "vlm_yes_no_margin": 2.425000011920929, + "vlm_token_credit": -0.4507270002737641, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0554119348526 + ], + "opposite_logprob_tokens": [ + -0.4304119348526001 + ], + "logprob_reward": -1.0554119348526, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0554119348526, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2835225462913513, + 0.031036561354994774, + 0.04948540776968002, + 0.14048486948013306, + 0.03304924815893173, + 0.02974691241979599, + 0.22864675521850586, + 0.029736671596765518, + 0.1500375121831894, + 0.024253547191619873 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -1.0554119348526 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370820999145508 + ], + "opposite_logprob_tokens": [ + -0.38708215951919556 + ], + "logprob_reward": -1.1370820999145508, + "yes_no_margin_reward": -0.7499999403953552, + "token_credit_reward": -1.1370820999145508, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16959376633167267, + 0.034150753170251846, + 0.06800134479999542, + 0.1619337648153305, + 0.09808989614248276, + 0.07447928190231323, + 0.22401632368564606, + 0.06127442046999931, + 0.08201809227466583, + 0.026442300528287888 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -1.1370820999145508 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015224544331431389 + ], + "opposite_logprob_tokens": [ + -6.501522541046143 + ], + "logprob_reward": -0.0015224544331431389, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015224544331431389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2003699392080307, + 0.06750983744859695, + 0.0728323683142662, + 0.12355721741914749, + 0.035203494131565094, + 0.04542252793908119, + 0.22979463636875153, + 0.04076436161994934, + 0.13871803879737854, + 0.04582757502794266 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.0015224544331431389 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029817644506692886 + ], + "opposite_logprob_tokens": [ + -3.529817581176758 + ], + "logprob_reward": -0.029817644506692886, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029817644506692886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1719357669353485, + 0.05565867945551872, + 0.09522249549627304, + 0.31530702114105225, + 0.11711274832487106, + 0.04161110892891884, + 0.05893396958708763, + 0.057964928448200226, + 0.04083564877510071, + 0.045417629182338715 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.029817644506692886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800867661833763 + ], + "opposite_logprob_tokens": [ + -3.5298008918762207 + ], + "logprob_reward": -0.029800867661833763, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800867661833763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3520776629447937, + 0.06568773835897446, + 0.04465138167142868, + 0.09910164028406143, + 0.040670424699783325, + 0.03528400510549545, + 0.21625477075576782, + 0.04278794676065445, + 0.03726520016789436, + 0.06621924787759781 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.029800867661833763 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, filmed from a slightly elevated angle and panning slowly from left to right, captures the entire stage space as a fluid, visual epic. The stage, completely transformed by sophisticated projection technology, sees countless golden and ochre particles swirling and drifting against a deep black backdrop, perfectly simulating the swirling sandstorms of a twilight desert wind, creating a vast and oppressive atmosphere. At the center of this storm of light and shadow, a central female dancer, her figure slender and graceful, her hair in a towering, classical chignon adorned with subtle, shimmering golden hairpins, her expression solemn and focused. Clad in a lightweight silk gown in terracotta red and lapis lazuli blue, she executes a steady and composed leap, her body unfurling into a graceful, arched arc, as if defying gravity. Two extra-long orange-red ribbons tied around her arms danced violently in the air as she moved, tracing smooth and powerful arcs like calligraphy, while her cascading, voluminous skirt billowed and blossomed in the virtual air currents, like a rare flower blooming amidst the windswept sand. Her every movement was precisely orchestrated by the fluidity of light and shadow particles. Spots of light converged and dissipated around her, making her seem like a truly celestial being, freed from the confines of the mural and soaring across the vast desert. Under the warm spotlight, the entire scene exuded a sacred, majestic, and intensely dynamic visual beauty, creating a breathtaking, living Dunhuang scroll.", + "seed": 25451, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_6/index_9767_seed_25451_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.339676449727267, + "vlm_logprob": -0.339676449727267, + "vlm_yes_no_margin": 2.2750000059604645, + "vlm_token_credit": -0.339676449727267, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9760925769805908 + ], + "opposite_logprob_tokens": [ + -0.4760926067829132 + ], + "logprob_reward": -0.9760925769805908, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9760925769805908, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1771659106016159, + 0.056965552270412445, + 0.059225503355264664, + 0.03097344934940338, + 0.14268800616264343, + 0.08324010670185089, + 0.05666617676615715, + 0.10667598247528076, + 0.16732379794120789, + 0.11907550692558289 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.9760925769805908 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328668594360352 + ], + "opposite_logprob_tokens": [ + -0.7578668594360352 + ], + "logprob_reward": -0.6328668594360352, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328668594360352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07088756561279297, + 0.08128377795219421, + 0.05439550802111626, + 0.07356748729944229, + 0.3028872311115265, + 0.07260022312402725, + 0.030135387554764748, + 0.1256045401096344, + 0.07860506325960159, + 0.11003319174051285 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.6328668594360352 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004648830275982618 + ], + "opposite_logprob_tokens": [ + -5.379648685455322 + ], + "logprob_reward": -0.004648830275982618, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004648830275982618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10384736955165863, + 0.06779899448156357, + 0.033656273037195206, + 0.03912297263741493, + 0.2988247573375702, + 0.0629371628165245, + 0.06527280062437057, + 0.08463817089796066, + 0.17223286628723145, + 0.0716686025261879 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.004648830275982618 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029817992821335793 + ], + "opposite_logprob_tokens": [ + -3.529818058013916 + ], + "logprob_reward": -0.029817992821335793, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029817992821335793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10795528441667557, + 0.0888090506196022, + 0.06508184969425201, + 0.1706339716911316, + 0.0871480405330658, + 0.05172396078705788, + 0.0465245358645916, + 0.15161332488059998, + 0.16919298470020294, + 0.06131703034043312 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.029817992821335793 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot capturing the entire stage space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a central female dancer wearing a terracotta red and lapis lazuli blue silk gown visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two extra-long orange-red ribbons tied around the dancer's arms visible dancing violently in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep black backdrop with swirling golden and ochre particles simulating a sandstorm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495598912239075 + ], + "opposite_logprob_tokens": [ + -2.9299559593200684 + ], + "logprob_reward": -0.05495598912239075, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495598912239075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17406651377677917, + 0.03236797824501991, + 0.03349446877837181, + 0.046089280396699905, + 0.45143404603004456, + 0.07088224589824677, + 0.029926085844635963, + 0.046184998005628586, + 0.021740373224020004, + 0.09381405264139175 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.05495598912239075 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_7/index_tensor([4855, 4855])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_7/index_tensor([4855, 4855])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2ee945299861ab79844f8cc66026c46f2ee7acef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_7/index_tensor([4855, 4855])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow panning shot, shot from a horizontal angle, sweeps slowly across a quaint courtyard paved with bluish-gray flagstones. Soft, golden morning sunlight filters through the gaps between the towering, dense bamboo grove on one side of the courtyard, casting a shimmering, shifting pattern of light and shadow across the ground. At the center of the frame, an elderly man with graying hair and a gaunt face, clad in a loose, plain white silk training suit, practices Tai Chi with his feet firmly planted on the ground, his expression serene and focused. Captured at an exquisitely high frame rate, his movements exude a surreal fluidity: his arms trace smooth arcs at a speed barely perceptible to the naked eye, each movement, from the gentle twist of his wrist to the steady shift of his weight, imbued with a restrained, steady power. The sunlight outlines the contours of his body, giving the white clothes a warm edge light, while the wide sleeves and trouser legs of his silk training suit flutter and undulate gracefully with the rotation of his body. The formation and stretch of each fold are as clear as flowing liquid. The whole scene is perfectly balanced between the warm natural light and the cool background, creating a Zen atmosphere full of tranquility, concentration and harmony between man and nature that is imbued with Eastern philosophy.", + "seed": 17906, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_7/index_4855_seed_17906_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18664352530613543, + "vlm_logprob": -0.18664352530613543, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.18664352530613543, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7613589763641357 + ], + "opposite_logprob_tokens": [ + -0.6363589763641357 + ], + "logprob_reward": -0.7613589763641357, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7613589763641357, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10247104614973068, + 0.12801982462406158, + 0.19767946004867554, + 0.10459450632333755, + 0.17177428305149078, + 0.021584227681159973, + 0.18583203852176666, + 0.02646440453827381, + 0.04806908965110779, + 0.013511120341718197 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.7613589763641357 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035636276006699 + ], + "opposite_logprob_tokens": [ + -2.350356340408325 + ], + "logprob_reward": -0.10035636276006699, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035636276006699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1822715848684311, + 0.1009841039776802, + 0.14579401910305023, + 0.13155023753643036, + 0.08757904171943665, + 0.05149577558040619, + 0.1472306102514267, + 0.057156696915626526, + 0.05358109623193741, + 0.04235687479376793 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.10035636276006699 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189996480941772 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.018189996480941772, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189996480941772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15949532389640808, + 0.10984930396080017, + 0.1729554533958435, + 0.13709333539009094, + 0.05914507806301117, + 0.041359104216098785, + 0.11123625189065933, + 0.09068431705236435, + 0.06696325540542603, + 0.05121853947639465 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.018189996480941772 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642185289412737 + ], + "opposite_logprob_tokens": [ + -5.379642009735107 + ], + "logprob_reward": -0.004642185289412737, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642185289412737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14261704683303833, + 0.0864080935716629, + 0.14885206520557404, + 0.07472517341375351, + 0.06403848528862, + 0.03829104080796242, + 0.22506552934646606, + 0.06875839829444885, + 0.047537822276353836, + 0.10370640456676483 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.004642185289412737 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867010563611984 + ], + "opposite_logprob_tokens": [ + -3.0486700534820557 + ], + "logprob_reward": -0.04867010563611984, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867010563611984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2413254678249359, + 0.14888881146907806, + 0.10713225603103638, + 0.06270034611225128, + 0.09365120530128479, + 0.05077727138996124, + 0.11331010609865189, + 0.06500284373760223, + 0.06684930622577667, + 0.05036240443587303 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.04867010563611984 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow panning shot, shot from a horizontal angle, sweeps slowly across a quaint courtyard paved with bluish-gray flagstones. Soft, golden morning sunlight filters through the gaps between the towering, dense bamboo grove on one side of the courtyard, casting a shimmering, shifting pattern of light and shadow across the ground. At the center of the frame, an elderly man with graying hair and a gaunt face, clad in a loose, plain white silk training suit, practices Tai Chi with his feet firmly planted on the ground, his expression serene and focused. Captured at an exquisitely high frame rate, his movements exude a surreal fluidity: his arms trace smooth arcs at a speed barely perceptible to the naked eye, each movement, from the gentle twist of his wrist to the steady shift of his weight, imbued with a restrained, steady power. The sunlight outlines the contours of his body, giving the white clothes a warm edge light, while the wide sleeves and trouser legs of his silk training suit flutter and undulate gracefully with the rotation of his body. The formation and stretch of each fold are as clear as flowing liquid. The whole scene is perfectly balanced between the warm natural light and the cool background, creating a Zen atmosphere full of tranquility, concentration and harmony between man and nature that is imbued with Eastern philosophy.", + "seed": 17907, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_7/index_4855_seed_17907_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15757744964212178, + "vlm_logprob": -0.15757744964212178, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.15757744964212178, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6964733004570007 + ], + "opposite_logprob_tokens": [ + -0.6964733004570007 + ], + "logprob_reward": -0.6964733004570007, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6964733004570007, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1586817055940628, + 0.12207503616809845, + 0.13605996966362, + 0.06750897318124771, + 0.03469466790556908, + 0.04824669286608696, + 0.030873103067278862, + 0.13633258640766144, + 0.08111627399921417, + 0.18441100418567657 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.6964733004570007 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812346234917641 + ], + "opposite_logprob_tokens": [ + -3.288123369216919 + ], + "logprob_reward": -0.03812346234917641, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812346234917641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1761123090982437, + 0.20472592115402222, + 0.15550227463245392, + 0.07641369849443436, + 0.04101672023534775, + 0.06337719410657883, + 0.19267262518405914, + 0.02327636629343033, + 0.04495429992675781, + 0.021948527544736862 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.03812346234917641 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078514158725739 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.011078514158725739, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078514158725739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21845248341560364, + 0.2887454628944397, + 0.0793142169713974, + 0.06011328846216202, + 0.02121146209537983, + 0.05632717162370682, + 0.13723434507846832, + 0.024318095296621323, + 0.05051061883568764, + 0.06377284973859787 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.011078514158725739 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099062643945217 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.004099062643945217, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099062643945217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19540740549564362, + 0.25243738293647766, + 0.08199682831764221, + 0.05227755755186081, + 0.03534379601478577, + 0.035340286791324615, + 0.13561254739761353, + 0.06275591999292374, + 0.061337750405073166, + 0.08749046921730042 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.004099062643945217 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038112908601760864 + ], + "opposite_logprob_tokens": [ + -3.2881128787994385 + ], + "logprob_reward": -0.038112908601760864, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038112908601760864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.119226835668087, + 0.3516289293766022, + 0.03553250804543495, + 0.042737748473882675, + 0.01786874793469906, + 0.026794858276844025, + 0.125904381275177, + 0.02430422604084015, + 0.10541029274463654, + 0.15059149265289307 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.038112908601760864 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow panning shot, shot from a horizontal angle, sweeps slowly across a quaint courtyard paved with bluish-gray flagstones. Soft, golden morning sunlight filters through the gaps between the towering, dense bamboo grove on one side of the courtyard, casting a shimmering, shifting pattern of light and shadow across the ground. At the center of the frame, an elderly man with graying hair and a gaunt face, clad in a loose, plain white silk training suit, practices Tai Chi with his feet firmly planted on the ground, his expression serene and focused. Captured at an exquisitely high frame rate, his movements exude a surreal fluidity: his arms trace smooth arcs at a speed barely perceptible to the naked eye, each movement, from the gentle twist of his wrist to the steady shift of his weight, imbued with a restrained, steady power. The sunlight outlines the contours of his body, giving the white clothes a warm edge light, while the wide sleeves and trouser legs of his silk training suit flutter and undulate gracefully with the rotation of his body. The formation and stretch of each fold are as clear as flowing liquid. The whole scene is perfectly balanced between the warm natural light and the cool background, creating a Zen atmosphere full of tranquility, concentration and harmony between man and nature that is imbued with Eastern philosophy.", + "seed": 17908, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_7/index_4855_seed_17908_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06697745597921312, + "vlm_logprob": -0.06697745597921312, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.06697745597921312, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25610998272895813 + ], + "opposite_logprob_tokens": [ + -1.5061099529266357 + ], + "logprob_reward": -0.25610998272895813, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25610998272895813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03976016491651535, + 0.023889757692813873, + 0.03912609815597534, + 0.02528529427945614, + 0.035709161311388016, + 0.02542812190949917, + 0.038521118462085724, + 0.034867290407419205, + 0.576897382736206, + 0.1605156511068344 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.25610998272895813 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982505038380623 + ], + "opposite_logprob_tokens": [ + -3.52982497215271 + ], + "logprob_reward": -0.02982505038380623, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982505038380623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12272804230451584, + 0.1133299320936203, + 0.0903632640838623, + 0.06564473360776901, + 0.1880943924188614, + 0.12101075798273087, + 0.07713206857442856, + 0.028017256408929825, + 0.11191584169864655, + 0.08176364749670029 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.02982505038380623 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640403859317303 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640403859317303, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640403859317303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08223827928304672, + 0.11871713399887085, + 0.07340294867753983, + 0.14858323335647583, + 0.04310256987810135, + 0.044651951640844345, + 0.050564203411340714, + 0.01595432497560978, + 0.3353818356990814, + 0.08740360289812088 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.008640403859317303 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021999699529260397 + ], + "opposite_logprob_tokens": [ + -6.127200126647949 + ], + "logprob_reward": -0.0021999699529260397, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021999699529260397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0555860698223114, + 0.07131369411945343, + 0.1078396663069725, + 0.08683639019727707, + 0.044106099754571915, + 0.030394023284316063, + 0.057254113256931305, + 0.029872842133045197, + 0.33982929587364197, + 0.1769678145647049 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.0021999699529260397 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811187297105789 + ], + "opposite_logprob_tokens": [ + -3.288111925125122 + ], + "logprob_reward": -0.03811187297105789, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811187297105789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07648874819278717, + 0.11342254281044006, + 0.09143468737602234, + 0.06251338124275208, + 0.06125706806778908, + 0.06747220456600189, + 0.06623194366693497, + 0.05927871912717819, + 0.27443984150886536, + 0.12746091187000275 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.03811187297105789 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow panning shot, shot from a horizontal angle, sweeps slowly across a quaint courtyard paved with bluish-gray flagstones. Soft, golden morning sunlight filters through the gaps between the towering, dense bamboo grove on one side of the courtyard, casting a shimmering, shifting pattern of light and shadow across the ground. At the center of the frame, an elderly man with graying hair and a gaunt face, clad in a loose, plain white silk training suit, practices Tai Chi with his feet firmly planted on the ground, his expression serene and focused. Captured at an exquisitely high frame rate, his movements exude a surreal fluidity: his arms trace smooth arcs at a speed barely perceptible to the naked eye, each movement, from the gentle twist of his wrist to the steady shift of his weight, imbued with a restrained, steady power. The sunlight outlines the contours of his body, giving the white clothes a warm edge light, while the wide sleeves and trouser legs of his silk training suit flutter and undulate gracefully with the rotation of his body. The formation and stretch of each fold are as clear as flowing liquid. The whole scene is perfectly balanced between the warm natural light and the cool background, creating a Zen atmosphere full of tranquility, concentration and harmony between man and nature that is imbued with Eastern philosophy.", + "seed": 17909, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_7/index_4855_seed_17909_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16156589146703482, + "vlm_logprob": -0.16156589146703482, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.16156589146703482, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6963458061218262 + ], + "opposite_logprob_tokens": [ + -0.6963458061218262 + ], + "logprob_reward": -0.6963458061218262, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6963458061218262, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1334693282842636, + 0.041841067373752594, + 0.028784990310668945, + 0.06241871044039726, + 0.12492354214191437, + 0.16695095598697662, + 0.01841404289007187, + 0.01342130359262228, + 0.1171533614397049, + 0.2926226854324341 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.6963458061218262 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358386501669884 + ], + "opposite_logprob_tokens": [ + -3.6513583660125732 + ], + "logprob_reward": -0.026358386501669884, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358386501669884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14681625366210938, + 0.156666561961174, + 0.053875792771577835, + 0.03324805945158005, + 0.05539378896355629, + 0.06464647501707077, + 0.04507619887590408, + 0.11106131225824356, + 0.07225766777992249, + 0.26095789670944214 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.026358386501669884 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574599504470825 + ], + "opposite_logprob_tokens": [ + -3.8955745697021484 + ], + "logprob_reward": -0.020574599504470825, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574599504470825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.279156893491745, + 0.04081417992711067, + 0.031147733330726624, + 0.02027415856719017, + 0.048801664263010025, + 0.03263415768742561, + 0.05311819538474083, + 0.05681505426764488, + 0.24949659407138824, + 0.18774138391017914 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.020574599504470825 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024883756414055824 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.0024883756414055824, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024883756414055824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12245523184537888, + 0.04372556135058403, + 0.026474982500076294, + 0.04236115142703056, + 0.029455825686454773, + 0.08045606315135956, + 0.0272742360830307, + 0.044575680047273636, + 0.20089460909366608, + 0.38232675194740295 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0024883756414055824 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow pan shot from a horizontal angle across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a courtyard paved with bluish-gray flagstones surrounded by a dense bamboo grove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with graying hair and a gaunt face visible practicing Tai Chi in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a loose, plain white silk training suit with wide sleeves and trouser legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's arms trace smooth arcs with a surreal fluidity and speed barely perceptible to the naked eye?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206228956580162 + ], + "opposite_logprob_tokens": [ + -2.8120622634887695 + ], + "logprob_reward": -0.06206228956580162, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206228956580162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08033165335655212, + 0.03746926411986351, + 0.0127229830250144, + 0.042977310717105865, + 0.10177677124738693, + 0.08987855166196823, + 0.023964833468198776, + 0.02082332968711853, + 0.21730417013168335, + 0.3727511465549469 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.06206228956580162 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_8/index_tensor([117, 117])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_8/index_tensor([117, 117])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e67871d3c916a7b9c18697d308983be3fb2c92f1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_8/index_tensor([117, 117])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "smooth, medium-long shot, tilted slightly upward, pans steadily to the right, tracking a young fawn as it gracefully leaps across a clear, shallow stream in an elegant arc. Its soft, reddish-brown fur is speckled with creamy spots. In mid-air, its long limbs are gracefully tucked beneath its body, its large, dark eyes filled with alertness and innocence, its ears tilted slightly back. Deep in the background, a quaint thatched cottage nestles amidst a dense, ancient forest of tall pines and birches. Moss grows on its thick thatched roof, and smoke curls from its stone chimney, hinting at a warm hearth. Golden afternoon sunlight filters through the layered treetops, casting dappled shadows across the mossy glades and the smooth pebbles of the stream, illuminating the ripples created by the fawn's leaps, creating a tranquil, dreamlike, fairytale atmosphere.", + "seed": 22945, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_8/index_117_seed_22945_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.048401614744216205, + "vlm_logprob": -0.048401614744216205, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.048401614744216205, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02698192559182644 + ], + "opposite_logprob_tokens": [ + -3.651981830596924 + ], + "logprob_reward": -0.02698192559182644, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02698192559182644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13512586057186127, + 0.10223744809627533, + 0.056148648262023926, + 0.04454585164785385, + 0.03043917939066887, + 0.2064005434513092, + 0.06330685317516327, + 0.22208033502101898, + 0.0229911208152771, + 0.11672414839267731 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.02698192559182644 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294448375701904 + ], + "opposite_logprob_tokens": [ + -2.2379446029663086 + ], + "logprob_reward": -0.11294448375701904, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294448375701904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12575192749500275, + 0.09572933614253998, + 0.15286530554294586, + 0.060149870812892914, + 0.041404396295547485, + 0.13153091073036194, + 0.08034444600343704, + 0.19939634203910828, + 0.044482339173555374, + 0.06834506243467331 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -0.11294448375701904 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495531111955643 + ], + "opposite_logprob_tokens": [ + -2.929955244064331 + ], + "logprob_reward": -0.05495531111955643, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495531111955643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07192613184452057, + 0.04301281273365021, + 0.06416838616132736, + 0.03747585043311119, + 0.06038773059844971, + 0.24347296357154846, + 0.03972969949245453, + 0.37493443489074707, + 0.023796001449227333, + 0.04109597206115723 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.05495531111955643 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040924143977463245 + ], + "opposite_logprob_tokens": [ + -5.504092216491699 + ], + "logprob_reward": -0.0040924143977463245, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040924143977463245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1422356814146042, + 0.08630120754241943, + 0.0868661105632782, + 0.0417051836848259, + 0.039901040494441986, + 0.2132294476032257, + 0.03964636102318764, + 0.11525093019008636, + 0.052041251212358475, + 0.1828228235244751 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.0040924143977463245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043033938854932785 + ], + "opposite_logprob_tokens": [ + -3.1680338382720947 + ], + "logprob_reward": -0.043033938854932785, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043033938854932785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06475110352039337, + 0.05098188668489456, + 0.031051384285092354, + 0.05307931452989578, + 0.04733097553253174, + 0.06354670971632004, + 0.03448158875107765, + 0.4810010492801666, + 0.12264402210712433, + 0.05113188177347183 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.043033938854932785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, medium-long shot, tilted slightly upward, pans steadily to the right, tracking a young fawn as it gracefully leaps across a clear, shallow stream in an elegant arc. Its soft, reddish-brown fur is speckled with creamy spots. In mid-air, its long limbs are gracefully tucked beneath its body, its large, dark eyes filled with alertness and innocence, its ears tilted slightly back. Deep in the background, a quaint thatched cottage nestles amidst a dense, ancient forest of tall pines and birches. Moss grows on its thick thatched roof, and smoke curls from its stone chimney, hinting at a warm hearth. Golden afternoon sunlight filters through the layered treetops, casting dappled shadows across the mossy glades and the smooth pebbles of the stream, illuminating the ripples created by the fawn's leaps, creating a tranquil, dreamlike, fairytale atmosphere.", + "seed": 22946, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_8/index_117_seed_22946_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05924198187422007, + "vlm_logprob": -0.05924198187422007, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.05924198187422007, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02108725719153881 + ], + "opposite_logprob_tokens": [ + -3.896087169647217 + ], + "logprob_reward": -0.02108725719153881, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02108725719153881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13357435166835785, + 0.07531886547803879, + 0.17018850147724152, + 0.08467401564121246, + 0.06465872377157211, + 0.07715655863285065, + 0.1614510416984558, + 0.13172879815101624, + 0.053606923669576645, + 0.04764222353696823 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.02108725719153881 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603671908378601 + ], + "opposite_logprob_tokens": [ + -1.9103672504425049 + ], + "logprob_reward": -0.1603671908378601, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603671908378601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09905645996332169, + 0.11213061958551407, + 0.1934211403131485, + 0.06593699008226395, + 0.10887020081281662, + 0.07519929111003876, + 0.09392241388559341, + 0.17832881212234497, + 0.023680992424488068, + 0.04945318028330803 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.1603671908378601 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000903785228729 + ], + "opposite_logprob_tokens": [ + -2.6950089931488037 + ], + "logprob_reward": -0.07000903785228729, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000903785228729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10790173709392548, + 0.24569013714790344, + 0.07830836623907089, + 0.13291491568088531, + 0.12160899490118027, + 0.1273900717496872, + 0.04638354852795601, + 0.0488106869161129, + 0.03221118450164795, + 0.05878038331866264 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.07000903785228729 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017115719383582473 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.0017115719383582473, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017115719383582473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1455916315317154, + 0.1578318029642105, + 0.038604557514190674, + 0.07617446780204773, + 0.05980278551578522, + 0.08116557449102402, + 0.20847013592720032, + 0.06166011467576027, + 0.09896279126405716, + 0.07173612713813782 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.0017115719383582473 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04303485155105591 + ], + "opposite_logprob_tokens": [ + -3.168034791946411 + ], + "logprob_reward": -0.04303485155105591, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04303485155105591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09878873080015182, + 0.12498527765274048, + 0.09210103005170822, + 0.14319981634616852, + 0.07020293921232224, + 0.049065589904785156, + 0.14041337370872498, + 0.10865594446659088, + 0.07451368868350983, + 0.09807358682155609 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.04303485155105591 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, medium-long shot, tilted slightly upward, pans steadily to the right, tracking a young fawn as it gracefully leaps across a clear, shallow stream in an elegant arc. Its soft, reddish-brown fur is speckled with creamy spots. In mid-air, its long limbs are gracefully tucked beneath its body, its large, dark eyes filled with alertness and innocence, its ears tilted slightly back. Deep in the background, a quaint thatched cottage nestles amidst a dense, ancient forest of tall pines and birches. Moss grows on its thick thatched roof, and smoke curls from its stone chimney, hinting at a warm hearth. Golden afternoon sunlight filters through the layered treetops, casting dappled shadows across the mossy glades and the smooth pebbles of the stream, illuminating the ripples created by the fawn's leaps, creating a tranquil, dreamlike, fairytale atmosphere.", + "seed": 22947, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_8/index_117_seed_22947_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.024461018852889538, + "vlm_logprob": -0.024461018852889538, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.024461018852889538, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018454518169164658 + ], + "opposite_logprob_tokens": [ + -4.018454551696777 + ], + "logprob_reward": -0.018454518169164658, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018454518169164658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07695810496807098, + 0.04166492447257042, + 0.3538780212402344, + 0.04752495512366295, + 0.13993299007415771, + 0.03318140283226967, + 0.025329286232590675, + 0.02451811172068119, + 0.052045293152332306, + 0.2049669325351715 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -0.018454518169164658 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811084106564522 + ], + "opposite_logprob_tokens": [ + -3.2881107330322266 + ], + "logprob_reward": -0.03811084106564522, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811084106564522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07609904557466507, + 0.04230557009577751, + 0.12184248119592667, + 0.12180732190608978, + 0.08567725121974945, + 0.03413332626223564, + 0.03726007044315338, + 0.09359695017337799, + 0.04114401713013649, + 0.34613391757011414 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.03811084106564522 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026336325332522392 + ], + "opposite_logprob_tokens": [ + -3.651336431503296 + ], + "logprob_reward": -0.026336325332522392, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026336325332522392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0923035591840744, + 0.03238941356539726, + 0.36282822489738464, + 0.015027887187898159, + 0.05636351555585861, + 0.050529204308986664, + 0.013527526520192623, + 0.01591753214597702, + 0.023589547723531723, + 0.33752360939979553 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.026336325332522392 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013334201648831367 + ], + "opposite_logprob_tokens": [ + -6.626333236694336 + ], + "logprob_reward": -0.0013334201648831367, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013334201648831367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04242400452494621, + 0.029664330184459686, + 0.40796318650245667, + 0.033404912799596786, + 0.031063981354236603, + 0.2144557237625122, + 0.017190897837281227, + 0.013907627202570438, + 0.022724300622940063, + 0.18720100820064545 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.0013334201648831367 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038069989532232285 + ], + "opposite_logprob_tokens": [ + -3.2880699634552 + ], + "logprob_reward": -0.038069989532232285, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038069989532232285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06215076521039009, + 0.04478294402360916, + 0.08141597360372543, + 0.06114979833364487, + 0.09840388596057892, + 0.026203708723187447, + 0.022700628265738487, + 0.030888983979821205, + 0.030047254636883736, + 0.5422560572624207 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.038069989532232285 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, medium-long shot, tilted slightly upward, pans steadily to the right, tracking a young fawn as it gracefully leaps across a clear, shallow stream in an elegant arc. Its soft, reddish-brown fur is speckled with creamy spots. In mid-air, its long limbs are gracefully tucked beneath its body, its large, dark eyes filled with alertness and innocence, its ears tilted slightly back. Deep in the background, a quaint thatched cottage nestles amidst a dense, ancient forest of tall pines and birches. Moss grows on its thick thatched roof, and smoke curls from its stone chimney, hinting at a warm hearth. Golden afternoon sunlight filters through the layered treetops, casting dappled shadows across the mossy glades and the smooth pebbles of the stream, illuminating the ripples created by the fawn's leaps, creating a tranquil, dreamlike, fairytale atmosphere.", + "seed": 22948, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_8/index_117_seed_22948_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030518414545804264, + "vlm_logprob": -0.030518414545804264, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.030518414545804264, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023639271035790443 + ], + "opposite_logprob_tokens": [ + -3.77363920211792 + ], + "logprob_reward": -0.023639271035790443, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023639271035790443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2538359463214874, + 0.10700047761201859, + 0.130569726228714, + 0.05458955839276314, + 0.06700071692466736, + 0.06537576764822006, + 0.01563519611954689, + 0.12215512990951538, + 0.07541067898273468, + 0.10842686146497726 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.023639271035790443 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899605482816696 + ], + "opposite_logprob_tokens": [ + -2.578995943069458 + ], + "logprob_reward": -0.07899605482816696, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899605482816696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21472600102424622, + 0.09794280678033829, + 0.13889849185943604, + 0.04466720297932625, + 0.09324917942285538, + 0.05475160852074623, + 0.021926669403910637, + 0.07548664510250092, + 0.18275272846221924, + 0.07559867203235626 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.07899605482816696 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107332669198513 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.01107332669198513, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107332669198513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.172893688082695, + 0.07431814819574356, + 0.05288861691951752, + 0.301044762134552, + 0.138311967253685, + 0.01758551597595215, + 0.020852696150541306, + 0.07261022180318832, + 0.09161327034235, + 0.05788102000951767 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.01107332669198513 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000811366830021143 + ], + "opposite_logprob_tokens": [ + -7.125811576843262 + ], + "logprob_reward": -0.000811366830021143, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.000811366830021143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12750625610351562, + 0.0562378354370594, + 0.1660439372062683, + 0.14010405540466309, + 0.06662602722644806, + 0.04709966480731964, + 0.10115823149681091, + 0.07178521901369095, + 0.08088169991970062, + 0.1425570547580719 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.000811366830021143 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fawn with soft reddish-brown fur speckled with creamy spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fawn leaping across a clear, shallow stream in an elegant arc with its limbs tucked beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense forest of tall pines and birches containing a quaint thatched cottage with moss on the roof and smoke from a stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by golden afternoon sunlight filtering through treetops, casting dappled shadows on mossy glades and stream pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium-long shot that is tilted slightly upward and pans steadily to the right while tracking the fawn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03807205334305763 + ], + "opposite_logprob_tokens": [ + -3.288072109222412 + ], + "logprob_reward": -0.03807205334305763, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03807205334305763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23840762674808502, + 0.06839139014482498, + 0.11376796662807465, + 0.10241972655057907, + 0.03644047677516937, + 0.04851832240819931, + 0.043338704854249954, + 0.03932356461882591, + 0.11006058007478714, + 0.199331596493721 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.03807205334305763 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_9/index_tensor([6256, 6256])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_9/index_tensor([6256, 6256])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..156b26532c0bba20b8a391b3e1ddf1bf04bbaa38 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_9/index_tensor([6256, 6256])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, high-angle shot zooms out, revealing a boundless expanse of delicately textured off-white rice paper, a backdrop of pure, ethereal emptiness. Several slender, inky dragons, their scales gleaming with a moist sheen, their whiskers flowing in the air, swoop down from the heights of the frame in a tight formation. Their bodies, seemingly composed of the purest, thick ink, transform into unbridled, cursive brushstrokes as they fly. These dragon-shaped strokes scurry across the vast expanse of rice paper, sometimes swiftly lifting and pressing, sometimes gently twisting and circling, precisely and powerfully outlining a crisscrossing, complex network of highways across China. As the dragons accelerate across the paper, the ink tears at the center or edges, leaving behind a vibrant, whirling effect imbued with a sense of speed and power, as if a divine force were about to burst through the paper. Under soft and even diffuse light, the entire scene presents an extreme black and white contrast, perfectly integrating the majesty of ancient mythology, the artistic beauty of traditional calligraphy and the grand blueprint of modern construction, creating a magnificent and dynamic film-level visual epic atmosphere.", + "seed": 3544, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_9/index_6256_seed_3544_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12034738007932902, + "vlm_logprob": -0.12034738007932902, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.12034738007932902, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47803831100463867 + ], + "opposite_logprob_tokens": [ + -0.9780383110046387 + ], + "logprob_reward": -0.47803831100463867, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47803831100463867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056181009858846664, + 0.031050942838191986, + 0.04359512776136398, + 0.03456607088446617, + 0.04603024572134018, + 0.037574876099824905, + 0.0712943896651268, + 0.5936925411224365, + 0.034346651285886765, + 0.051668185740709305 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.47803831100463867 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902072370052338 + ], + "opposite_logprob_tokens": [ + -2.5790207386016846 + ], + "logprob_reward": -0.07902072370052338, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902072370052338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03990201652050018, + 0.02149984799325466, + 0.03095625713467598, + 0.032172076404094696, + 0.02793271467089653, + 0.04522610083222389, + 0.02649526298046112, + 0.7020083665847778, + 0.02229558676481247, + 0.05151178315281868 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.07902072370052338 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543593533337116 + ], + "opposite_logprob_tokens": [ + -4.387543678283691 + ], + "logprob_reward": -0.012543593533337116, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543593533337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05435670539736748, + 0.03695797175168991, + 0.033017512410879135, + 0.03658028692007065, + 0.06056218966841698, + 0.07516084611415863, + 0.08733168989419937, + 0.42883121967315674, + 0.1613685041666031, + 0.025833014398813248 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.012543593533337116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069071367383003 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.016069071367383003, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069071367383003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09280979633331299, + 0.06260449439287186, + 0.01841392181813717, + 0.11957582831382751, + 0.060371384024620056, + 0.16862334311008453, + 0.05909363180398941, + 0.33696815371513367, + 0.03596574813127518, + 0.04557372257113457 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.016069071367383003 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160652007907629 + ], + "opposite_logprob_tokens": [ + -4.1410651206970215 + ], + "logprob_reward": -0.0160652007907629, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160652007907629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05250421538949013, + 0.03211658447980881, + 0.05563792213797569, + 0.031809110194444656, + 0.041772983968257904, + 0.03739411383867264, + 0.03537287190556526, + 0.6147611141204834, + 0.03701815754175186, + 0.06161293387413025 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.0160652007907629 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, high-angle shot zooms out, revealing a boundless expanse of delicately textured off-white rice paper, a backdrop of pure, ethereal emptiness. Several slender, inky dragons, their scales gleaming with a moist sheen, their whiskers flowing in the air, swoop down from the heights of the frame in a tight formation. Their bodies, seemingly composed of the purest, thick ink, transform into unbridled, cursive brushstrokes as they fly. These dragon-shaped strokes scurry across the vast expanse of rice paper, sometimes swiftly lifting and pressing, sometimes gently twisting and circling, precisely and powerfully outlining a crisscrossing, complex network of highways across China. As the dragons accelerate across the paper, the ink tears at the center or edges, leaving behind a vibrant, whirling effect imbued with a sense of speed and power, as if a divine force were about to burst through the paper. Under soft and even diffuse light, the entire scene presents an extreme black and white contrast, perfectly integrating the majesty of ancient mythology, the artistic beauty of traditional calligraphy and the grand blueprint of modern construction, creating a magnificent and dynamic film-level visual epic atmosphere.", + "seed": 3545, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_9/index_6256_seed_3545_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12064328361302615, + "vlm_logprob": -0.12064328361302615, + "vlm_yes_no_margin": 2.8999999523162843, + "vlm_token_credit": -0.12064328361302615, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4341767132282257 + ], + "opposite_logprob_tokens": [ + -1.0591766834259033 + ], + "logprob_reward": -0.4341767132282257, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4341767132282257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14050698280334473, + 0.14766135811805725, + 0.10462282598018646, + 0.35196444392204285, + 0.07250281423330307, + 0.054886363446712494, + 0.02445693500339985, + 0.021524963900446892, + 0.031316813081502914, + 0.05055657774209976 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.4341767132282257 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902248948812485 + ], + "opposite_logprob_tokens": [ + -2.5790224075317383 + ], + "logprob_reward": -0.07902248948812485, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902248948812485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14935436844825745, + 0.23027874529361725, + 0.14709246158599854, + 0.0714423879981041, + 0.04851842671632767, + 0.030924849212169647, + 0.07415945827960968, + 0.06400888413190842, + 0.14071963727474213, + 0.04350081458687782 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.07902248948812485 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193859606981277 + ], + "opposite_logprob_tokens": [ + -4.01819372177124 + ], + "logprob_reward": -0.018193859606981277, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018193859606981277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14937597513198853, + 0.24380366504192352, + 0.08293333649635315, + 0.06624424457550049, + 0.12638729810714722, + 0.032074905931949615, + 0.05624775588512421, + 0.04970557987689972, + 0.0676376223564148, + 0.12558960914611816 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.018193859606981277 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782352484762669 + ], + "opposite_logprob_tokens": [ + -4.634782314300537 + ], + "logprob_reward": -0.009782352484762669, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782352484762669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06522242724895477, + 0.06795442849397659, + 0.056309476494789124, + 0.08576034009456635, + 0.0870816633105278, + 0.05797627568244934, + 0.06515958160161972, + 0.20910196006298065, + 0.15958526730537415, + 0.1458486169576645 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.009782352484762669 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204100325703621 + ], + "opposite_logprob_tokens": [ + -2.8120410442352295 + ], + "logprob_reward": -0.06204100325703621, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204100325703621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0759270191192627, + 0.062342800199985504, + 0.09699895232915878, + 0.037603527307510376, + 0.08008527010679245, + 0.04852199926972389, + 0.061904530972242355, + 0.031051911413669586, + 0.2844420075416565, + 0.2211218625307083 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.06204100325703621 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, high-angle shot zooms out, revealing a boundless expanse of delicately textured off-white rice paper, a backdrop of pure, ethereal emptiness. Several slender, inky dragons, their scales gleaming with a moist sheen, their whiskers flowing in the air, swoop down from the heights of the frame in a tight formation. Their bodies, seemingly composed of the purest, thick ink, transform into unbridled, cursive brushstrokes as they fly. These dragon-shaped strokes scurry across the vast expanse of rice paper, sometimes swiftly lifting and pressing, sometimes gently twisting and circling, precisely and powerfully outlining a crisscrossing, complex network of highways across China. As the dragons accelerate across the paper, the ink tears at the center or edges, leaving behind a vibrant, whirling effect imbued with a sense of speed and power, as if a divine force were about to burst through the paper. Under soft and even diffuse light, the entire scene presents an extreme black and white contrast, perfectly integrating the majesty of ancient mythology, the artistic beauty of traditional calligraphy and the grand blueprint of modern construction, creating a magnificent and dynamic film-level visual epic atmosphere.", + "seed": 3546, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_9/index_6256_seed_3546_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.19075084440410137, + "vlm_logprob": -0.19075084440410137, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.19075084440410137, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5300531387329102 + ], + "opposite_logprob_tokens": [ + -0.9050531387329102 + ], + "logprob_reward": -0.5300531387329102, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5300531387329102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15117253363132477, + 0.20534470677375793, + 0.19262102246284485, + 0.11577214300632477, + 0.10014740377664566, + 0.03735959902405739, + 0.045176975429058075, + 0.03858962655067444, + 0.075567826628685, + 0.03824818134307861 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.5300531387329102 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604142040014267 + ], + "opposite_logprob_tokens": [ + -1.910414218902588 + ], + "logprob_reward": -0.1604142040014267, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604142040014267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13426326215267181, + 0.13645441830158234, + 0.13558022677898407, + 0.14599503576755524, + 0.1144297644495964, + 0.06020575389266014, + 0.05547964945435524, + 0.05747334659099579, + 0.06342111527919769, + 0.09669742733240128 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.1604142040014267 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705488502979279 + ], + "opposite_logprob_tokens": [ + -2.1270549297332764 + ], + "logprob_reward": -0.12705488502979279, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705488502979279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07696712017059326, + 0.09243623912334442, + 0.3328755497932434, + 0.0682515949010849, + 0.10581404715776443, + 0.05377142131328583, + 0.07276170700788498, + 0.03193244710564613, + 0.08371330052614212, + 0.08147656172513962 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.12705488502979279 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294054239988327 + ], + "opposite_logprob_tokens": [ + -2.237940549850464 + ], + "logprob_reward": -0.11294054239988327, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294054239988327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09806372225284576, + 0.1474044770002365, + 0.15392407774925232, + 0.0999453067779541, + 0.08178310096263885, + 0.09110714495182037, + 0.04930596053600311, + 0.042292866855859756, + 0.09180241078138351, + 0.144370898604393 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.11294054239988327 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329145185649395 + ], + "opposite_logprob_tokens": [ + -3.7732913494110107 + ], + "logprob_reward": -0.02329145185649395, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329145185649395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21289964020252228, + 0.15422935783863068, + 0.1992812156677246, + 0.11214160919189453, + 0.07598504424095154, + 0.04260086640715599, + 0.03348894789814949, + 0.042920950800180435, + 0.05676516145467758, + 0.06968717277050018 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02329145185649395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, high-angle shot zooms out, revealing a boundless expanse of delicately textured off-white rice paper, a backdrop of pure, ethereal emptiness. Several slender, inky dragons, their scales gleaming with a moist sheen, their whiskers flowing in the air, swoop down from the heights of the frame in a tight formation. Their bodies, seemingly composed of the purest, thick ink, transform into unbridled, cursive brushstrokes as they fly. These dragon-shaped strokes scurry across the vast expanse of rice paper, sometimes swiftly lifting and pressing, sometimes gently twisting and circling, precisely and powerfully outlining a crisscrossing, complex network of highways across China. As the dragons accelerate across the paper, the ink tears at the center or edges, leaving behind a vibrant, whirling effect imbued with a sense of speed and power, as if a divine force were about to burst through the paper. Under soft and even diffuse light, the entire scene presents an extreme black and white contrast, perfectly integrating the majesty of ancient mythology, the artistic beauty of traditional calligraphy and the grand blueprint of modern construction, creating a magnificent and dynamic film-level visual epic atmosphere.", + "seed": 3547, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000251/group_9/index_6256_seed_3547_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.18020241856575012, + "vlm_logprob": -0.18020241856575012, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.18020241856575012, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.637224555015564 + ], + "opposite_logprob_tokens": [ + -0.762224555015564 + ], + "logprob_reward": -0.637224555015564, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.637224555015564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.212901771068573, + 0.07618171721696854, + 0.05653066188097, + 0.1523861140012741, + 0.07366820424795151, + 0.08893237262964249, + 0.10205618292093277, + 0.11080750077962875, + 0.07194118946790695, + 0.05459432303905487 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.637224555015564 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11299154907464981 + ], + "opposite_logprob_tokens": [ + -2.2379915714263916 + ], + "logprob_reward": -0.11299154907464981, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11299154907464981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06812789291143417, + 0.07668096572160721, + 0.045629020780324936, + 0.07311279326677322, + 0.16301997005939484, + 0.13542503118515015, + 0.23610523343086243, + 0.10384047776460648, + 0.047633007168769836, + 0.050425682216882706 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.11299154907464981 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370732069015503 + ], + "opposite_logprob_tokens": [ + -3.4087073802948 + ], + "logprob_reward": -0.03370732069015503, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370732069015503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10766875743865967, + 0.14942298829555511, + 0.1303146779537201, + 0.05906061455607414, + 0.13873906433582306, + 0.0834525004029274, + 0.03887792304158211, + 0.1274258941411972, + 0.06418678164482117, + 0.10085081309080124 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.03370732069015503 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898735255002975 + ], + "opposite_logprob_tokens": [ + -2.5789873600006104 + ], + "logprob_reward": -0.07898735255002975, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898735255002975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09800127148628235, + 0.07857828587293625, + 0.03849632292985916, + 0.08626578748226166, + 0.07484780251979828, + 0.08274605870246887, + 0.11341792345046997, + 0.18031471967697144, + 0.12658701837062836, + 0.12074484676122665 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.07898735255002975 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a boundless expanse of delicately textured off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several slender, inky dragons with moist scales and flowing whiskers visible swooping down in a tight formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dragons transform into cursive brushstrokes that outline a crisscrossing network of highways across China?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in extreme black and white contrast with soft, even diffuse light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810131549835205 + ], + "opposite_logprob_tokens": [ + -3.2881011962890625 + ], + "logprob_reward": -0.03810131549835205, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810131549835205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09257622808218002, + 0.06793274730443954, + 0.05201257765293121, + 0.046156808733940125, + 0.050412919372320175, + 0.07488526403903961, + 0.05368739366531372, + 0.08934282511472702, + 0.06116558611392975, + 0.41182756423950195 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.03810131549835205 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_0/index_tensor([1686, 1686])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_0/index_tensor([1686, 1686])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d69ef5f82d2b7c3ddd09e29074c04205a989e8e7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_0/index_tensor([1686, 1686])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning overhead close-up, the camera remains perfectly still, focused vertically on a sheet of yellowed rice paper with a distinct fibrous texture and slightly curled edges. The paper exhibits an uneven, age-stained beige hue. A drop of rich, viscous ink, dripping from the outside of the frame, is precisely placed at the center of the paper. The instant it touches the surface, its glossy black surface tension breaks. The droplet doesn't simply spread, but rather swirls and diffuses outward with an elegant, almost animate gesture, countless delicate lines of ink snaking and seeping along the veins of the paper. In this moment of bloom, these ink marks rapidly and magically reshape, ultimately transforming into the ancient and solemn seal script of the character \"道.\" The strokes of the character are imbued with the rhythm of ink, with a deep center and a natural, varying shades of ink at the edges. The entire picture is endowed with a strong retro, nostalgic, faded film texture, with low color saturation, an overall warm sepia tone, and clearly visible film grain and a slight vignetting effect. Under the soft side light, the wet ink reflects slightly, forming a subtle textural contrast with the rough paper surface, creating a tranquil, profound and time-precipitated Eastern philosophical atmosphere.", + "seed": 18231, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_0/index_1686_seed_18231_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03874637400731444, + "vlm_logprob": -0.03874637400731444, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.03874637400731444, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12464265525341034 + ], + "opposite_logprob_tokens": [ + -2.2496426105499268 + ], + "logprob_reward": -0.12464265525341034, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12464265525341034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07851982861757278, + 0.09552279114723206, + 0.07809899747371674, + 0.09610700607299805, + 0.12451959401369095, + 0.20633992552757263, + 0.1585046797990799, + 0.09144777804613113, + 0.03553794324398041, + 0.03540147840976715 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.12464265525341034 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016112709417939186 + ], + "opposite_logprob_tokens": [ + -4.141112804412842 + ], + "logprob_reward": -0.016112709417939186, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016112709417939186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21412163972854614, + 0.2106723040342331, + 0.06015771999955177, + 0.027863377705216408, + 0.07843358814716339, + 0.10161258280277252, + 0.1399575024843216, + 0.07250694930553436, + 0.02700612135231495, + 0.06766817718744278 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.016112709417939186 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005265178624540567 + ], + "opposite_logprob_tokens": [ + -5.255265235900879 + ], + "logprob_reward": -0.005265178624540567, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005265178624540567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12294503301382065, + 0.3135218918323517, + 0.057595014572143555, + 0.06658034771680832, + 0.06747473776340485, + 0.11743992567062378, + 0.11787347495555878, + 0.08831709623336792, + 0.01869726926088333, + 0.0295551847666502 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.005265178624540567 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307127743959427 + ], + "opposite_logprob_tokens": [ + -3.1680712699890137 + ], + "logprob_reward": -0.04307127743959427, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307127743959427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21236087381839752, + 0.14457544684410095, + 0.08183843642473221, + 0.11932056397199631, + 0.15441541373729706, + 0.19193175435066223, + 0.037857431918382645, + 0.02179017849266529, + 0.013083025813102722, + 0.022826841101050377 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.04307127743959427 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640049301087856 + ], + "opposite_logprob_tokens": [ + -5.379640102386475 + ], + "logprob_reward": -0.004640049301087856, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640049301087856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1289633959531784, + 0.07375248521566391, + 0.05731895565986633, + 0.06537328660488129, + 0.06750772893428802, + 0.1814240962266922, + 0.22099058330059052, + 0.17280824482440948, + 0.01104824896901846, + 0.02081296406686306 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.004640049301087856 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning overhead close-up, the camera remains perfectly still, focused vertically on a sheet of yellowed rice paper with a distinct fibrous texture and slightly curled edges. The paper exhibits an uneven, age-stained beige hue. A drop of rich, viscous ink, dripping from the outside of the frame, is precisely placed at the center of the paper. The instant it touches the surface, its glossy black surface tension breaks. The droplet doesn't simply spread, but rather swirls and diffuses outward with an elegant, almost animate gesture, countless delicate lines of ink snaking and seeping along the veins of the paper. In this moment of bloom, these ink marks rapidly and magically reshape, ultimately transforming into the ancient and solemn seal script of the character \"道.\" The strokes of the character are imbued with the rhythm of ink, with a deep center and a natural, varying shades of ink at the edges. The entire picture is endowed with a strong retro, nostalgic, faded film texture, with low color saturation, an overall warm sepia tone, and clearly visible film grain and a slight vignetting effect. Under the soft side light, the wet ink reflects slightly, forming a subtle textural contrast with the rough paper surface, creating a tranquil, profound and time-precipitated Eastern philosophical atmosphere.", + "seed": 18232, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_0/index_1686_seed_18232_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02169207709375769, + "vlm_logprob": -0.02169207709375769, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.02169207709375769, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08960539847612381 + ], + "opposite_logprob_tokens": [ + -2.5896053314208984 + ], + "logprob_reward": -0.08960539847612381, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08960539847612381, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5716339349746704, + 0.08429990708827972, + 0.03382069617509842, + 0.09182936698198318, + 0.07930196821689606, + 0.032452620565891266, + 0.0519481860101223, + 0.027030982077121735, + 0.018314363434910774, + 0.009367945604026318 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.08960539847612381 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032185916788876057 + ], + "opposite_logprob_tokens": [ + -5.753218650817871 + ], + "logprob_reward": -0.0032185916788876057, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032185916788876057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8161765336990356, + 0.03243711218237877, + 0.017882907763123512, + 0.02553095854818821, + 0.02503962256014347, + 0.029816901311278343, + 0.02477394975721836, + 0.00838108453899622, + 0.009482885710895061, + 0.010478022508323193 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0032185916788876057 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017273995326831937 + ], + "opposite_logprob_tokens": [ + -6.37672758102417 + ], + "logprob_reward": -0.0017273995326831937, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017273995326831937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5005303025245667, + 0.06246129423379898, + 0.04362603276968002, + 0.16380006074905396, + 0.07641429454088211, + 0.08156368136405945, + 0.021068599075078964, + 0.01998146064579487, + 0.012635404244065285, + 0.01791883260011673 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.0017273995326831937 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648204617202282 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648204617202282, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648204617202282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8710035681724548, + 0.01838301680982113, + 0.06105887144804001, + 0.013229936361312866, + 0.004635398276150227, + 0.006803976371884346, + 0.01082515437155962, + 0.008964616805315018, + 0.00309654395096004, + 0.001998906023800373 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008648204617202282 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260791163891554 + ], + "opposite_logprob_tokens": [ + -5.255260944366455 + ], + "logprob_reward": -0.005260791163891554, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260791163891554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7143429517745972, + 0.04986776411533356, + 0.05144090577960014, + 0.022830095142126083, + 0.03324702009558678, + 0.021557778120040894, + 0.037215642631053925, + 0.026591066271066666, + 0.015335089527070522, + 0.02757173776626587 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.005260791163891554 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning overhead close-up, the camera remains perfectly still, focused vertically on a sheet of yellowed rice paper with a distinct fibrous texture and slightly curled edges. The paper exhibits an uneven, age-stained beige hue. A drop of rich, viscous ink, dripping from the outside of the frame, is precisely placed at the center of the paper. The instant it touches the surface, its glossy black surface tension breaks. The droplet doesn't simply spread, but rather swirls and diffuses outward with an elegant, almost animate gesture, countless delicate lines of ink snaking and seeping along the veins of the paper. In this moment of bloom, these ink marks rapidly and magically reshape, ultimately transforming into the ancient and solemn seal script of the character \"道.\" The strokes of the character are imbued with the rhythm of ink, with a deep center and a natural, varying shades of ink at the edges. The entire picture is endowed with a strong retro, nostalgic, faded film texture, with low color saturation, an overall warm sepia tone, and clearly visible film grain and a slight vignetting effect. Under the soft side light, the wet ink reflects slightly, forming a subtle textural contrast with the rough paper surface, creating a tranquil, profound and time-precipitated Eastern philosophical atmosphere.", + "seed": 18233, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_0/index_1686_seed_18233_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014812705479562283, + "vlm_logprob": -0.014812705479562283, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.014812705479562283, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06073737144470215 + ], + "opposite_logprob_tokens": [ + -2.935737371444702 + ], + "logprob_reward": -0.06073737144470215, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06073737144470215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1138085424900055, + 0.03893211483955383, + 0.042742349207401276, + 0.2814336121082306, + 0.19988034665584564, + 0.13672828674316406, + 0.12774628400802612, + 0.03763347491621971, + 0.013838742859661579, + 0.007256228942424059 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.06073737144470215 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032088477164506912 + ], + "opposite_logprob_tokens": [ + -5.753208637237549 + ], + "logprob_reward": -0.0032088477164506912, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032088477164506912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31447646021842957, + 0.19975893199443817, + 0.0631183534860611, + 0.06469518691301346, + 0.07520920783281326, + 0.0651320219039917, + 0.04438430070877075, + 0.06596145778894424, + 0.06828124076128006, + 0.03898286446928978 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0032088477164506912 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028279335238039494 + ], + "opposite_logprob_tokens": [ + -5.877828121185303 + ], + "logprob_reward": -0.0028279335238039494, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028279335238039494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12714673578739166, + 0.17452988028526306, + 0.1028151884675026, + 0.26969125866889954, + 0.15649472177028656, + 0.043944764882326126, + 0.03798866644501686, + 0.02510232664644718, + 0.04282742738723755, + 0.019459091126918793 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.0028279335238039494 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097519442439079 + ], + "opposite_logprob_tokens": [ + -5.5040974617004395 + ], + "logprob_reward": -0.004097519442439079, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097519442439079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23952040076255798, + 0.10505151748657227, + 0.0975726768374443, + 0.07760001718997955, + 0.0848163440823555, + 0.07383797317743301, + 0.13526038825511932, + 0.08025285601615906, + 0.05110534280538559, + 0.05498245358467102 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.004097519442439079 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031918552704155445 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.0031918552704155445, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031918552704155445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22784148156642914, + 0.11543044447898865, + 0.12287842482328415, + 0.10587215423583984, + 0.13987931609153748, + 0.06892147660255432, + 0.06562379747629166, + 0.05841580778360367, + 0.05384374409914017, + 0.04129328578710556 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0031918552704155445 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning overhead close-up, the camera remains perfectly still, focused vertically on a sheet of yellowed rice paper with a distinct fibrous texture and slightly curled edges. The paper exhibits an uneven, age-stained beige hue. A drop of rich, viscous ink, dripping from the outside of the frame, is precisely placed at the center of the paper. The instant it touches the surface, its glossy black surface tension breaks. The droplet doesn't simply spread, but rather swirls and diffuses outward with an elegant, almost animate gesture, countless delicate lines of ink snaking and seeping along the veins of the paper. In this moment of bloom, these ink marks rapidly and magically reshape, ultimately transforming into the ancient and solemn seal script of the character \"道.\" The strokes of the character are imbued with the rhythm of ink, with a deep center and a natural, varying shades of ink at the edges. The entire picture is endowed with a strong retro, nostalgic, faded film texture, with low color saturation, an overall warm sepia tone, and clearly visible film grain and a slight vignetting effect. Under the soft side light, the wet ink reflects slightly, forming a subtle textural contrast with the rough paper surface, creating a tranquil, profound and time-precipitated Eastern philosophical atmosphere.", + "seed": 18234, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_0/index_1686_seed_18234_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.019194043101742865, + "vlm_logprob": -0.019194043101742865, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.019194043101742865, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0751255601644516 + ], + "opposite_logprob_tokens": [ + -2.7001254558563232 + ], + "logprob_reward": -0.0751255601644516, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0751255601644516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.109502412378788, + 0.16223834455013275, + 0.04831128939986229, + 0.22328248620033264, + 0.0703360065817833, + 0.03976120054721832, + 0.052959877997636795, + 0.13682277500629425, + 0.07878642529249191, + 0.07799912989139557 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.0751255601644516 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005275377072393894 + ], + "opposite_logprob_tokens": [ + -5.255275249481201 + ], + "logprob_reward": -0.005275377072393894, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005275377072393894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40611782670021057, + 0.09483391046524048, + 0.08720135688781738, + 0.13002663850784302, + 0.04742281511425972, + 0.08167198300361633, + 0.04543010890483856, + 0.04016438126564026, + 0.03871597722172737, + 0.02841498702764511 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.005275377072393894 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028276958037167788 + ], + "opposite_logprob_tokens": [ + -5.8778276443481445 + ], + "logprob_reward": -0.0028276958037167788, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028276958037167788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1690126210451126, + 0.3089486062526703, + 0.056518666446208954, + 0.06809194386005402, + 0.1576147973537445, + 0.09537950903177261, + 0.05936285853385925, + 0.04245780035853386, + 0.019872890785336494, + 0.022740300744771957 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0028276958037167788 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645012974739075 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008645012974739075, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645012974739075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15932707488536835, + 0.1297660917043686, + 0.2851208448410034, + 0.2126876413822174, + 0.03721616789698601, + 0.054363418370485306, + 0.040071144700050354, + 0.030895816162228584, + 0.017236458137631416, + 0.03331528604030609 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.008645012974739075 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up that remains perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of yellowed rice paper with a fibrous texture and curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of viscous black ink drip from outside the frame and transform into the seal script character '道'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered with a retro, nostalgic aesthetic featuring low saturation, warm sepia tones, and visible film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there soft side lighting creating wet ink reflections and a slight vignetting effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040965694934129715 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.0040965694934129715, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040965694934129715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14247968792915344, + 0.12779223918914795, + 0.10539833456277847, + 0.06356226652860641, + 0.16075897216796875, + 0.14592112600803375, + 0.06452909111976624, + 0.07600023597478867, + 0.0334065705537796, + 0.08015148341655731 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0040965694934129715 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_1/index_tensor([6615, 6615])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_1/index_tensor([6615, 6615])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..596bdad3bbcae8438396a2238a33b2ef6e436d81 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_1/index_tensor([6615, 6615])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium, eye-level camera slowly advances upon a humanoid robot with the distinctive facial structure of musician Bob Schneider. Its \"skin\" is a polished chrome finish, with subtle cool blue LED light emanating from the joint seams. The robot is dressed in a simple matte black T-shirt and dark jeans, the soft fabric contrasting sharply with the gleaming metallic styling. Its head, constructed of dark gunmetal to mimic short, textured hair, is full of rhythm as it leans into the performance with simulated passion. Its left hand, a marvel of crisp silver numerals, expertly strums the neck of a classic acoustic-electric guitar with a warm sunburst wood finish, while its right hand plucks the strings with a powerful and decisive rhythm. The entire performance takes place in a dimly lit recording studio, with a warm spotlight overhead isolating the robot, creating brilliant highlights on its chrome face and the shiny guitar body while casting the rest of the scene in soft shadow. In the deep background, out-of-focus soundproofing panels and the faint colored glow of the mixing desk create an atmosphere of intense focus and unexpected soulfulness, capturing a surreal moment of mechanical passion and artistic creation.", + "seed": 22266, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_1/index_6615_seed_22266_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03321067430078983, + "vlm_logprob": -0.03321067430078983, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.03321067430078983, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07947158813476562 + ], + "opposite_logprob_tokens": [ + -2.5794715881347656 + ], + "logprob_reward": -0.07947158813476562, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07947158813476562, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1598934531211853, + 0.04641871154308319, + 0.10475029051303864, + 0.05240756273269653, + 0.030757028609514236, + 0.019978301599621773, + 0.06162557378411293, + 0.15845347940921783, + 0.2929999530315399, + 0.07271568477153778 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.07947158813476562 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812369331717491 + ], + "opposite_logprob_tokens": [ + -3.288123607635498 + ], + "logprob_reward": -0.03812369331717491, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812369331717491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23955093324184418, + 0.06372548639774323, + 0.10271488130092621, + 0.08679063618183136, + 0.043129514902830124, + 0.028060583397746086, + 0.11153645813465118, + 0.1155456155538559, + 0.14998862147331238, + 0.05895732343196869 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.03812369331717491 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748385261744261 + ], + "opposite_logprob_tokens": [ + -5.006748199462891 + ], + "logprob_reward": -0.006748385261744261, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748385261744261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12455911189317703, + 0.03791636973619461, + 0.0864310935139656, + 0.019984334707260132, + 0.024812279269099236, + 0.02752150036394596, + 0.09263123571872711, + 0.3764426112174988, + 0.17847655713558197, + 0.031224921345710754 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.006748385261744261 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615273628383875 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.003615273628383875, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615273628383875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18038450181484222, + 0.06145403906702995, + 0.14453677833080292, + 0.030407745391130447, + 0.04716440662741661, + 0.019365649670362473, + 0.03665684908628464, + 0.1495436131954193, + 0.267408549785614, + 0.0630778819322586 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.003615273628383875 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809443116188049 + ], + "opposite_logprob_tokens": [ + -3.2880945205688477 + ], + "logprob_reward": -0.03809443116188049, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809443116188049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18509671092033386, + 0.10370061546564102, + 0.12555047869682312, + 0.09229198843240738, + 0.09546787291765213, + 0.05275416374206543, + 0.06854487210512161, + 0.11448360979557037, + 0.0622570663690567, + 0.09985259920358658 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.03809443116188049 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, eye-level camera slowly advances upon a humanoid robot with the distinctive facial structure of musician Bob Schneider. Its \"skin\" is a polished chrome finish, with subtle cool blue LED light emanating from the joint seams. The robot is dressed in a simple matte black T-shirt and dark jeans, the soft fabric contrasting sharply with the gleaming metallic styling. Its head, constructed of dark gunmetal to mimic short, textured hair, is full of rhythm as it leans into the performance with simulated passion. Its left hand, a marvel of crisp silver numerals, expertly strums the neck of a classic acoustic-electric guitar with a warm sunburst wood finish, while its right hand plucks the strings with a powerful and decisive rhythm. The entire performance takes place in a dimly lit recording studio, with a warm spotlight overhead isolating the robot, creating brilliant highlights on its chrome face and the shiny guitar body while casting the rest of the scene in soft shadow. In the deep background, out-of-focus soundproofing panels and the faint colored glow of the mixing desk create an atmosphere of intense focus and unexpected soulfulness, capturing a surreal moment of mechanical passion and artistic creation.", + "seed": 22267, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_1/index_6615_seed_22267_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1781914522871375, + "vlm_logprob": -0.1781914522871375, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.1781914522871375, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6332371830940247 + ], + "opposite_logprob_tokens": [ + -0.7582371830940247 + ], + "logprob_reward": -0.6332371830940247, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6332371830940247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22188030183315277, + 0.09498010575771332, + 0.14937874674797058, + 0.04935958981513977, + 0.06599409133195877, + 0.03989095613360405, + 0.0872824564576149, + 0.0342428982257843, + 0.08440666645765305, + 0.1725841760635376 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.6332371830940247 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604011058807373 + ], + "opposite_logprob_tokens": [ + -1.9104011058807373 + ], + "logprob_reward": -0.1604011058807373, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604011058807373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33810481429100037, + 0.11438390612602234, + 0.04081998020410538, + 0.03695660084486008, + 0.1308492124080658, + 0.07529477775096893, + 0.04185687378048897, + 0.03451188653707504, + 0.06262817233800888, + 0.12459369748830795 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.1604011058807373 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982562966644764 + ], + "opposite_logprob_tokens": [ + -3.5298256874084473 + ], + "logprob_reward": -0.02982562966644764, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982562966644764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2582521140575409, + 0.17987720668315887, + 0.07705175131559372, + 0.06289657950401306, + 0.05470331385731697, + 0.09664705395698547, + 0.0818013846874237, + 0.042009152472019196, + 0.05808018147945404, + 0.08868115395307541 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.02982562966644764 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542770244181156 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.012542770244181156, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542770244181156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17106296122074127, + 0.13134577870368958, + 0.07434404641389847, + 0.09319574385881424, + 0.11212483048439026, + 0.15607905387878418, + 0.08917741477489471, + 0.029032880440354347, + 0.06781016290187836, + 0.07582715898752213 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.012542770244181156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495057255029678 + ], + "opposite_logprob_tokens": [ + -2.929950475692749 + ], + "logprob_reward": -0.05495057255029678, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495057255029678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12850569188594818, + 0.10130985081195831, + 0.06766533851623535, + 0.09757521003484726, + 0.06991896033287048, + 0.05511040613055229, + 0.09902457892894745, + 0.15254588425159454, + 0.15494045615196228, + 0.07340367138385773 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.05495057255029678 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, eye-level camera slowly advances upon a humanoid robot with the distinctive facial structure of musician Bob Schneider. Its \"skin\" is a polished chrome finish, with subtle cool blue LED light emanating from the joint seams. The robot is dressed in a simple matte black T-shirt and dark jeans, the soft fabric contrasting sharply with the gleaming metallic styling. Its head, constructed of dark gunmetal to mimic short, textured hair, is full of rhythm as it leans into the performance with simulated passion. Its left hand, a marvel of crisp silver numerals, expertly strums the neck of a classic acoustic-electric guitar with a warm sunburst wood finish, while its right hand plucks the strings with a powerful and decisive rhythm. The entire performance takes place in a dimly lit recording studio, with a warm spotlight overhead isolating the robot, creating brilliant highlights on its chrome face and the shiny guitar body while casting the rest of the scene in soft shadow. In the deep background, out-of-focus soundproofing panels and the faint colored glow of the mixing desk create an atmosphere of intense focus and unexpected soulfulness, capturing a surreal moment of mechanical passion and artistic creation.", + "seed": 22268, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_1/index_6615_seed_22268_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07551530478522181, + "vlm_logprob": -0.07551530478522181, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.07551530478522181, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2259877473115921 + ], + "opposite_logprob_tokens": [ + -1.6009877920150757 + ], + "logprob_reward": -0.2259877473115921, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2259877473115921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38225123286247253, + 0.07937762141227722, + 0.0687548890709877, + 0.02911311760544777, + 0.08119287341833115, + 0.05313525348901749, + 0.0840759351849556, + 0.025552257895469666, + 0.17951969802379608, + 0.01702714152634144 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.2259877473115921 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890619307756424 + ], + "opposite_logprob_tokens": [ + -2.464061975479126 + ], + "logprob_reward": -0.0890619307756424, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890619307756424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30087709426879883, + 0.13070663809776306, + 0.09757300466299057, + 0.052061911672353745, + 0.12287529557943344, + 0.04896548390388489, + 0.058115072548389435, + 0.06508991867303848, + 0.09258130192756653, + 0.03115418367087841 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0890619307756424 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790497832000256 + ], + "opposite_logprob_tokens": [ + -4.634790420532227 + ], + "logprob_reward": -0.009790497832000256, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790497832000256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11478681862354279, + 0.0282870102673769, + 0.053388193249702454, + 0.04808654263615608, + 0.597140371799469, + 0.040114715695381165, + 0.03532137721776962, + 0.02702219970524311, + 0.0385284461081028, + 0.017324332147836685 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.009790497832000256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040937201119959354 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.0040937201119959354, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040937201119959354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21045735478401184, + 0.045336268842220306, + 0.08284834027290344, + 0.06067590415477753, + 0.3226141333580017, + 0.08726327121257782, + 0.031863994896411896, + 0.03977031260728836, + 0.0649048313498497, + 0.05426565185189247 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0040937201119959354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864262789487839 + ], + "opposite_logprob_tokens": [ + -3.048642635345459 + ], + "logprob_reward": -0.04864262789487839, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864262789487839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13618554174900055, + 0.05927883833646774, + 0.04252853989601135, + 0.05566203594207764, + 0.14919987320899963, + 0.12406764924526215, + 0.09836989641189575, + 0.07552770525217056, + 0.10956064611673355, + 0.14961926639080048 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.04864262789487839 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, eye-level camera slowly advances upon a humanoid robot with the distinctive facial structure of musician Bob Schneider. Its \"skin\" is a polished chrome finish, with subtle cool blue LED light emanating from the joint seams. The robot is dressed in a simple matte black T-shirt and dark jeans, the soft fabric contrasting sharply with the gleaming metallic styling. Its head, constructed of dark gunmetal to mimic short, textured hair, is full of rhythm as it leans into the performance with simulated passion. Its left hand, a marvel of crisp silver numerals, expertly strums the neck of a classic acoustic-electric guitar with a warm sunburst wood finish, while its right hand plucks the strings with a powerful and decisive rhythm. The entire performance takes place in a dimly lit recording studio, with a warm spotlight overhead isolating the robot, creating brilliant highlights on its chrome face and the shiny guitar body while casting the rest of the scene in soft shadow. In the deep background, out-of-focus soundproofing panels and the faint colored glow of the mixing desk create an atmosphere of intense focus and unexpected soulfulness, capturing a surreal moment of mechanical passion and artistic creation.", + "seed": 22269, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_1/index_6615_seed_22269_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.046911009773612025, + "vlm_logprob": -0.046911009773612025, + "vlm_yes_no_margin": 3.349999952316284, + "vlm_token_credit": -0.046911009773612025, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030142266303300858 + ], + "opposite_logprob_tokens": [ + -3.530142307281494 + ], + "logprob_reward": -0.030142266303300858, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030142266303300858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1573011577129364, + 0.073370561003685, + 0.09393798559904099, + 0.04212159663438797, + 0.041150208562612534, + 0.050438571721315384, + 0.02208484709262848, + 0.05514249950647354, + 0.3479604721069336, + 0.1164921224117279 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.030142266303300858 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708154320716858 + ], + "opposite_logprob_tokens": [ + -2.1270816326141357 + ], + "logprob_reward": -0.12708154320716858, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708154320716858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34248480200767517, + 0.10763484239578247, + 0.06125814840197563, + 0.04652068391442299, + 0.042492613196372986, + 0.042365577071905136, + 0.020134877413511276, + 0.059088852256536484, + 0.11516042053699493, + 0.16285908222198486 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.12708154320716858 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608303189277649 + ], + "opposite_logprob_tokens": [ + -4.141083240509033 + ], + "logprob_reward": -0.01608303189277649, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608303189277649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2156275510787964, + 0.14730237424373627, + 0.039582058787345886, + 0.04979279264807701, + 0.09835374355316162, + 0.03692261129617691, + 0.024205399677157402, + 0.06418943405151367, + 0.12465237081050873, + 0.19937165081501007 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.01608303189277649 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197255209088326 + ], + "opposite_logprob_tokens": [ + -4.018197059631348 + ], + "logprob_reward": -0.018197255209088326, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018197255209088326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2646023631095886, + 0.16504992544651031, + 0.05573184788227081, + 0.04314802959561348, + 0.040991608053445816, + 0.04882200434803963, + 0.028271960094571114, + 0.04924365505576134, + 0.19501826167106628, + 0.10912040621042252 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.018197255209088326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a humanoid robot with a polished chrome finish and cool blue LED lights at the joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot wearing a matte black T-shirt and dark jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot strumming a classic acoustic-electric guitar with a warm sunburst wood finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dimly lit recording studio with a warm overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance upon the robot from an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305095225572586 + ], + "opposite_logprob_tokens": [ + -3.16805100440979 + ], + "logprob_reward": -0.04305095225572586, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305095225572586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15069705247879028, + 0.15556785464286804, + 0.08020652830600739, + 0.03871709108352661, + 0.03213664889335632, + 0.017411990091204643, + 0.04265914112329483, + 0.07734756171703339, + 0.24735890328884125, + 0.1578972488641739 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.04305095225572586 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_10/index_tensor([6337, 6337])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_10/index_tensor([6337, 6337])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..09438117ceba11bac29b96612f62944f7b604a18 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_10/index_tensor([6337, 6337])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely close-up, static shot, positioned at a slightly elevated angle, scrutinizes a small, cone-shaped mound of finely ground dark espresso, its color a rich, deep brown with a subtle hint of chocolate. The mound rests on the cool, brushed stainless steel surface of a modern kitchen countertop, capturing a faint, out-of-focus reflection of the clean white tile backsplash. The scene is illuminated by a soft, diffuse white light from an overhead source, casting minimal shadows and creating a gentle, liquid-like shimmer that glides across the metal surface. A subtle, almost imperceptible vibration begins to resonate through the countertop, causing the loose, powdery particles at the top and edges of the mound to tremble and dance. Driven by gravity, the individual crystal grains cascade downward in a miniature, silent avalanche. The movement is deliberate and mesmerizing, the initially fluffy, porous mound noticeably compacting, its jagged peak gently collapsing as the entire form settles into a denser, more solid disk, transforming the texture from a chaotic landscape into a smooth, level plane, creating an atmosphere of quiet, precise, and focused preparation.", + "seed": 21470, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_10/index_6337_seed_21470_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11967283403500914, + "vlm_logprob": -0.11967283403500914, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.11967283403500914, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012433281168341637 + ], + "opposite_logprob_tokens": [ + -4.512433052062988 + ], + "logprob_reward": -0.012433281168341637, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012433281168341637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31792953610420227, + 0.09849835187196732, + 0.050091855227947235, + 0.06103086471557617, + 0.09145338088274002, + 0.0490339919924736, + 0.02998107299208641, + 0.08443918824195862, + 0.15522918105125427, + 0.062312498688697815 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.012433281168341637 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008652458898723125 + ], + "opposite_logprob_tokens": [ + -4.758652687072754 + ], + "logprob_reward": -0.008652458898723125, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008652458898723125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18382683396339417, + 0.07808642834424973, + 0.11088165640830994, + 0.08678528666496277, + 0.07039060443639755, + 0.07827755063772202, + 0.04093015193939209, + 0.20103861391544342, + 0.11112263053655624, + 0.03866024687886238 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.008652458898723125 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052567594684660435 + ], + "opposite_logprob_tokens": [ + -5.255256652832031 + ], + "logprob_reward": -0.0052567594684660435, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052567594684660435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21783867478370667, + 0.18403320014476776, + 0.09669303894042969, + 0.09184275567531586, + 0.054832492023706436, + 0.054468367248773575, + 0.0487477071583271, + 0.09730039536952972, + 0.05265750363469124, + 0.10158588737249374 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0052567594684660435 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865909367799759 + ], + "opposite_logprob_tokens": [ + -3.048659086227417 + ], + "logprob_reward": -0.04865909367799759, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865909367799759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15841035544872284, + 0.11761254072189331, + 0.04254564642906189, + 0.12825720012187958, + 0.05020776391029358, + 0.058367639780044556, + 0.0424095019698143, + 0.22050775587558746, + 0.10684457421302795, + 0.07483705133199692 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.04865909367799759 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233625769615173 + ], + "opposite_logprob_tokens": [ + -0.8983625769615173 + ], + "logprob_reward": -0.5233625769615173, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233625769615173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10044078528881073, + 0.20007067918777466, + 0.06405004113912582, + 0.08020956069231033, + 0.08789188414812088, + 0.05145185813307762, + 0.06528232991695404, + 0.06634831428527832, + 0.24093259871006012, + 0.0433218851685524 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.5233625769615173 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static shot, positioned at a slightly elevated angle, scrutinizes a small, cone-shaped mound of finely ground dark espresso, its color a rich, deep brown with a subtle hint of chocolate. The mound rests on the cool, brushed stainless steel surface of a modern kitchen countertop, capturing a faint, out-of-focus reflection of the clean white tile backsplash. The scene is illuminated by a soft, diffuse white light from an overhead source, casting minimal shadows and creating a gentle, liquid-like shimmer that glides across the metal surface. A subtle, almost imperceptible vibration begins to resonate through the countertop, causing the loose, powdery particles at the top and edges of the mound to tremble and dance. Driven by gravity, the individual crystal grains cascade downward in a miniature, silent avalanche. The movement is deliberate and mesmerizing, the initially fluffy, porous mound noticeably compacting, its jagged peak gently collapsing as the entire form settles into a denser, more solid disk, transforming the texture from a chaotic landscape into a smooth, level plane, creating an atmosphere of quiet, precise, and focused preparation.", + "seed": 21471, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_10/index_6337_seed_21471_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06590147269889712, + "vlm_logprob": -0.06590147269889712, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.06590147269889712, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024809233844280243 + ], + "opposite_logprob_tokens": [ + -3.7748091220855713 + ], + "logprob_reward": -0.024809233844280243, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024809233844280243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17537370324134827, + 0.6536141037940979, + 0.026187121868133545, + 0.03841810300946236, + 0.017975470051169395, + 0.010620740242302418, + 0.013519383035600185, + 0.010082797147333622, + 0.012891368009150028, + 0.04131723567843437 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.024809233844280243 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089478619396687 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.011089478619396687, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089478619396687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8146102428436279, + 0.10889143496751785, + 0.014774439856410027, + 0.006568911951035261, + 0.004032121505588293, + 0.006906535942107439, + 0.0049447412602603436, + 0.015741273760795593, + 0.011271437630057335, + 0.012258891016244888 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.011089478619396687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951777566224337 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951777566224337, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951777566224337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3786781132221222, + 0.5508686304092407, + 0.016126735135912895, + 0.011978186666965485, + 0.007386145647615194, + 0.006501091178506613, + 0.0042532822117209435, + 0.004246531054377556, + 0.011994562111794949, + 0.007966727018356323 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.005951777566224337 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062054336071014404 + ], + "opposite_logprob_tokens": [ + -2.812054395675659 + ], + "logprob_reward": -0.062054336071014404, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062054336071014404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3593805730342865, + 0.4296014606952667, + 0.0542638935148716, + 0.051162708550691605, + 0.02085602842271328, + 0.017627064138650894, + 0.019082827493548393, + 0.012493381276726723, + 0.005486920475959778, + 0.030045125633478165 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.062054336071014404 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22560253739356995 + ], + "opposite_logprob_tokens": [ + -1.6006025075912476 + ], + "logprob_reward": -0.22560253739356995, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22560253739356995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07533402740955353, + 0.7849866151809692, + 0.044061146676540375, + 0.0203548576682806, + 0.010508171282708645, + 0.017961924895644188, + 0.01352124847471714, + 0.009160191752016544, + 0.013673510402441025, + 0.010438392870128155 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.22560253739356995 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static shot, positioned at a slightly elevated angle, scrutinizes a small, cone-shaped mound of finely ground dark espresso, its color a rich, deep brown with a subtle hint of chocolate. The mound rests on the cool, brushed stainless steel surface of a modern kitchen countertop, capturing a faint, out-of-focus reflection of the clean white tile backsplash. The scene is illuminated by a soft, diffuse white light from an overhead source, casting minimal shadows and creating a gentle, liquid-like shimmer that glides across the metal surface. A subtle, almost imperceptible vibration begins to resonate through the countertop, causing the loose, powdery particles at the top and edges of the mound to tremble and dance. Driven by gravity, the individual crystal grains cascade downward in a miniature, silent avalanche. The movement is deliberate and mesmerizing, the initially fluffy, porous mound noticeably compacting, its jagged peak gently collapsing as the entire form settles into a denser, more solid disk, transforming the texture from a chaotic landscape into a smooth, level plane, creating an atmosphere of quiet, precise, and focused preparation.", + "seed": 21472, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_10/index_6337_seed_21472_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0422303712926805, + "vlm_logprob": -0.0422303712926805, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.0422303712926805, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025025390088558197 + ], + "opposite_logprob_tokens": [ + -3.7750253677368164 + ], + "logprob_reward": -0.025025390088558197, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025025390088558197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2261258214712143, + 0.0868854746222496, + 0.39529454708099365, + 0.06053328886628151, + 0.041260723024606705, + 0.03371473774313927, + 0.02703443542122841, + 0.0381997786462307, + 0.047527652233839035, + 0.04342350736260414 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.025025390088558197 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009805371053516865 + ], + "opposite_logprob_tokens": [ + -4.634805202484131 + ], + "logprob_reward": -0.009805371053516865, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009805371053516865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28301361203193665, + 0.12212876230478287, + 0.19927212595939636, + 0.16201919317245483, + 0.046316422522068024, + 0.08070889115333557, + 0.0315973274409771, + 0.04059818014502525, + 0.022157974541187286, + 0.012187562882900238 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.009805371053516865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005955806467682123 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.005955806467682123, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005955806467682123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21637839078903198, + 0.09171169996261597, + 0.38374200463294983, + 0.08935562521219254, + 0.02667340077459812, + 0.057376086711883545, + 0.02700764313340187, + 0.043162520974874496, + 0.04160595312714577, + 0.02298668399453163 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.005955806467682123 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032390803098679 + ], + "opposite_logprob_tokens": [ + -2.3503239154815674 + ], + "logprob_reward": -0.10032390803098679, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032390803098679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1529519408941269, + 0.12295246869325638, + 0.4156261086463928, + 0.05837038531899452, + 0.026289844885468483, + 0.047355055809020996, + 0.025242844596505165, + 0.046781450510025024, + 0.05938064306974411, + 0.04504922404885292 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.10032390803098679 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004138082265854 + ], + "opposite_logprob_tokens": [ + -2.6950414180755615 + ], + "logprob_reward": -0.07004138082265854, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004138082265854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1288279891014099, + 0.16430777311325073, + 0.38033217191696167, + 0.0740581825375557, + 0.018667278811335564, + 0.049608372151851654, + 0.030330011621117592, + 0.04776335880160332, + 0.049079328775405884, + 0.05702552571892738 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.07004138082265854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static shot, positioned at a slightly elevated angle, scrutinizes a small, cone-shaped mound of finely ground dark espresso, its color a rich, deep brown with a subtle hint of chocolate. The mound rests on the cool, brushed stainless steel surface of a modern kitchen countertop, capturing a faint, out-of-focus reflection of the clean white tile backsplash. The scene is illuminated by a soft, diffuse white light from an overhead source, casting minimal shadows and creating a gentle, liquid-like shimmer that glides across the metal surface. A subtle, almost imperceptible vibration begins to resonate through the countertop, causing the loose, powdery particles at the top and edges of the mound to tremble and dance. Driven by gravity, the individual crystal grains cascade downward in a miniature, silent avalanche. The movement is deliberate and mesmerizing, the initially fluffy, porous mound noticeably compacting, its jagged peak gently collapsing as the entire form settles into a denser, more solid disk, transforming the texture from a chaotic landscape into a smooth, level plane, creating an atmosphere of quiet, precise, and focused preparation.", + "seed": 21473, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_10/index_6337_seed_21473_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2572658565826714, + "vlm_logprob": -0.2572658565826714, + "vlm_yes_no_margin": 3.2999999642372133, + "vlm_token_credit": -0.2572658565826714, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012795725837349892 + ], + "opposite_logprob_tokens": [ + -4.512795925140381 + ], + "logprob_reward": -0.012795725837349892, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012795725837349892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15206442773342133, + 0.1283612996339798, + 0.05753253772854805, + 0.3027361333370209, + 0.11439742147922516, + 0.10443952679634094, + 0.028694188222289085, + 0.07018161565065384, + 0.018037183210253716, + 0.023555761203169823 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.012795725837349892 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004108916502445936 + ], + "opposite_logprob_tokens": [ + -5.504108905792236 + ], + "logprob_reward": -0.004108916502445936, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004108916502445936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21003159880638123, + 0.08515021950006485, + 0.08426599204540253, + 0.12998999655246735, + 0.26090365648269653, + 0.087854765355587, + 0.024432234466075897, + 0.051728103309869766, + 0.034215059131383896, + 0.03142827749252319 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.004108916502445936 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255573429167271 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.005255573429167271, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255573429167271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35664328932762146, + 0.08192571252584457, + 0.06151731684803963, + 0.09624319523572922, + 0.2045862227678299, + 0.054661575704813004, + 0.042663030326366425, + 0.062127672135829926, + 0.022583607584238052, + 0.017048396170139313 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.005255573429167271 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706264853477478 + ], + "opposite_logprob_tokens": [ + -2.1270625591278076 + ], + "logprob_reward": -0.12706264853477478, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12706264853477478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1168292984366417, + 0.04806962609291077, + 0.04122581332921982, + 0.039051685482263565, + 0.38443541526794434, + 0.24805811047554016, + 0.05907677486538887, + 0.03259725868701935, + 0.018955042585730553, + 0.011700926348567009 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.12706264853477478 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a small, cone-shaped mound of dark espresso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the espresso mound resting on a brushed stainless steel countertop with a visible out-of-focus reflection of white tile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, diffuse white overhead light that creates a liquid-like shimmer on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the loose particles at the top and edges of the mound tremble and dance due to a subtle vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the espresso mound compact and collapse from a fluffy cone into a smooth, level disk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1371064186096191 + ], + "opposite_logprob_tokens": [ + -0.38710635900497437 + ], + "logprob_reward": -1.1371064186096191, + "yes_no_margin_reward": -0.7500000596046448, + "token_credit_reward": -1.1371064186096191, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3430652618408203, + 0.07769860327243805, + 0.03722685948014259, + 0.23837855458259583, + 0.04574586823582649, + 0.21891091763973236, + 0.015512275509536266, + 0.009506610222160816, + 0.007584556471556425, + 0.006370510905981064 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -1.1371064186096191 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_11/index_tensor([2582, 2582])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_11/index_tensor([2582, 2582])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eded540825c285fed508b3a67f0a70f15f3718cb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_11/index_tensor([2582, 2582])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static shot, filmed in dramatic slow motion and rendered in stark, high-contrast black and white, focuses on a moment of explosive physical confrontation on an empty basketball court. A harsh overhead spotlight creates a pool of bright light, isolating an exceptionally tall, lanky player, his long legs sharply carved out against the surrounding darkness. As he violently slams his body forward into his opponent, who has just exited the frame, every muscle fiber tenses beneath the fabric of his simple, dark basketball jersey, radiating raw power. The visceral impact is captured in hyperreal detail: his face contorts into a grimace of pure exertion, beads of sweat erupt from his forehead, and individual beads catch the intense light, scattering like tiny, fleeting diamonds into the black void. The highly polished wooden floor beneath his feet acts like a dark mirror, its shimmering surface reflecting the raw, kinetic action, amplifying the scene's raw physical intensity and dramatic black-and-white atmosphere.", + "seed": 24923, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_11/index_2582_seed_24923_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3754839001223445, + "vlm_logprob": -0.3754839001223445, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.3754839001223445, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22962503135204315 + ], + "opposite_logprob_tokens": [ + -2.3546249866485596 + ], + "logprob_reward": -0.22962503135204315, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.22962503135204315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27752259373664856, + 0.1675916463136673, + 0.04332692176103592, + 0.13016816973686218, + 0.08617020398378372, + 0.10104430466890335, + 0.045195579528808594, + 0.04534231498837471, + 0.04931728169322014, + 0.05432100221514702 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.22962503135204315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.600574016571045 + ], + "opposite_logprob_tokens": [ + -0.22557398676872253 + ], + "logprob_reward": -1.600574016571045, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.600574016571045, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1322775036096573, + 0.12255316972732544, + 0.1261632889509201, + 0.041843414306640625, + 0.33479830622673035, + 0.029097622260451317, + 0.05682559683918953, + 0.05325771123170853, + 0.0257160235196352, + 0.0774674117565155 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -1.600574016571045 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003216690383851528 + ], + "opposite_logprob_tokens": [ + -5.753216743469238 + ], + "logprob_reward": -0.003216690383851528, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003216690383851528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17355625331401825, + 0.0585741251707077, + 0.10474430024623871, + 0.03638804331421852, + 0.31037965416908264, + 0.023153450340032578, + 0.05545806139707565, + 0.15357547998428345, + 0.021478144451975822, + 0.06269238889217377 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.003216690383851528 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207523316144943 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207523316144943, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207523316144943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5038817524909973, + 0.06558265537023544, + 0.06823176145553589, + 0.04113432392477989, + 0.1498938649892807, + 0.019853608682751656, + 0.054826073348522186, + 0.03375179320573807, + 0.02897248975932598, + 0.033871643245220184 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.014207523316144943 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029796238988637924 + ], + "opposite_logprob_tokens": [ + -3.5297961235046387 + ], + "logprob_reward": -0.029796238988637924, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029796238988637924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1859220564365387, + 0.04248534515500069, + 0.03331742435693741, + 0.034484267234802246, + 0.35120657086372375, + 0.06395970284938812, + 0.08071057498455048, + 0.05864676088094711, + 0.08368458598852158, + 0.06558261811733246 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.029796238988637924 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot, filmed in dramatic slow motion and rendered in stark, high-contrast black and white, focuses on a moment of explosive physical confrontation on an empty basketball court. A harsh overhead spotlight creates a pool of bright light, isolating an exceptionally tall, lanky player, his long legs sharply carved out against the surrounding darkness. As he violently slams his body forward into his opponent, who has just exited the frame, every muscle fiber tenses beneath the fabric of his simple, dark basketball jersey, radiating raw power. The visceral impact is captured in hyperreal detail: his face contorts into a grimace of pure exertion, beads of sweat erupt from his forehead, and individual beads catch the intense light, scattering like tiny, fleeting diamonds into the black void. The highly polished wooden floor beneath his feet acts like a dark mirror, its shimmering surface reflecting the raw, kinetic action, amplifying the scene's raw physical intensity and dramatic black-and-white atmosphere.", + "seed": 24924, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_11/index_2582_seed_24924_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3184859365224838, + "vlm_logprob": -0.3184859365224838, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.3184859365224838, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07037486881017685 + ], + "opposite_logprob_tokens": [ + -4.195374965667725 + ], + "logprob_reward": -0.07037486881017685, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.07037486881017685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16349536180496216, + 0.16170640289783478, + 0.04473777860403061, + 0.09647534042596817, + 0.07523190975189209, + 0.027226800099015236, + 0.0345507375895977, + 0.05436735227704048, + 0.22955267131328583, + 0.1126556396484375 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.07037486881017685 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063385725021362 + ], + "opposite_logprob_tokens": [ + -0.28133854269981384 + ], + "logprob_reward": -1.4063385725021362, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063385725021362, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.146369069814682, + 0.12845654785633087, + 0.07701130211353302, + 0.14701901376247406, + 0.11989662051200867, + 0.051685113459825516, + 0.07875209301710129, + 0.07179392874240875, + 0.08143875002861023, + 0.09757755696773529 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -1.4063385725021362 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006760699674487114 + ], + "opposite_logprob_tokens": [ + -5.006760597229004 + ], + "logprob_reward": -0.006760699674487114, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006760699674487114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22676211595535278, + 0.08715910464525223, + 0.0857110247015953, + 0.16161410510540009, + 0.09586916118860245, + 0.03326116502285004, + 0.03217734396457672, + 0.13747158646583557, + 0.04423018544912338, + 0.09574423730373383 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.006760699674487114 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008656004443764687 + ], + "opposite_logprob_tokens": [ + -4.758656024932861 + ], + "logprob_reward": -0.008656004443764687, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008656004443764687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1701127141714096, + 0.11787497252225876, + 0.0816473588347435, + 0.1278669387102127, + 0.10970203578472137, + 0.0466829314827919, + 0.04069787636399269, + 0.07631371170282364, + 0.10616052150726318, + 0.12294089049100876 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.008656004443764687 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029953718185425 + ], + "opposite_logprob_tokens": [ + -2.350299596786499 + ], + "logprob_reward": -0.10029953718185425, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029953718185425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.128099724650383, + 0.06522815674543381, + 0.03413458168506622, + 0.17630162835121155, + 0.07203026115894318, + 0.06376117467880249, + 0.036584824323654175, + 0.07870471477508545, + 0.2758546471595764, + 0.06930025666952133 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.10029953718185425 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot, filmed in dramatic slow motion and rendered in stark, high-contrast black and white, focuses on a moment of explosive physical confrontation on an empty basketball court. A harsh overhead spotlight creates a pool of bright light, isolating an exceptionally tall, lanky player, his long legs sharply carved out against the surrounding darkness. As he violently slams his body forward into his opponent, who has just exited the frame, every muscle fiber tenses beneath the fabric of his simple, dark basketball jersey, radiating raw power. The visceral impact is captured in hyperreal detail: his face contorts into a grimace of pure exertion, beads of sweat erupt from his forehead, and individual beads catch the intense light, scattering like tiny, fleeting diamonds into the black void. The highly polished wooden floor beneath his feet acts like a dark mirror, its shimmering surface reflecting the raw, kinetic action, amplifying the scene's raw physical intensity and dramatic black-and-white atmosphere.", + "seed": 24925, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_11/index_2582_seed_24925_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2299313463270664, + "vlm_logprob": -0.2299313463270664, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.2299313463270664, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14567697048187256 + ], + "opposite_logprob_tokens": [ + -3.145677089691162 + ], + "logprob_reward": -0.14567697048187256, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.14567697048187256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21239648759365082, + 0.11712200194597244, + 0.08552541583776474, + 0.12563617527484894, + 0.0939640924334526, + 0.04734604433178902, + 0.03146731108427048, + 0.06625649333000183, + 0.17242293059825897, + 0.04786305874586105 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.14567697048187256 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983639478683472 + ], + "opposite_logprob_tokens": [ + -0.5233639478683472 + ], + "logprob_reward": -0.8983639478683472, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983639478683472, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13029412925243378, + 0.09614331275224686, + 0.0878596156835556, + 0.17863136529922485, + 0.042186375707387924, + 0.052460651844739914, + 0.021689211949706078, + 0.03892585635185242, + 0.29689934849739075, + 0.05491017922759056 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.8983639478683472 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0012066233903169632 + ], + "opposite_logprob_tokens": [ + -6.751206398010254 + ], + "logprob_reward": -0.0012066233903169632, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0012066233903169632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10664232820272446, + 0.04897565022110939, + 0.05522746592760086, + 0.037058666348457336, + 0.4042215347290039, + 0.020704055204987526, + 0.0272104199975729, + 0.034027379006147385, + 0.14939208328723907, + 0.11654038727283478 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.0012066233903169632 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004107492044568062 + ], + "opposite_logprob_tokens": [ + -5.504107475280762 + ], + "logprob_reward": -0.004107492044568062, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004107492044568062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13238392770290375, + 0.10576913505792618, + 0.11155541241168976, + 0.10881462693214417, + 0.09065695106983185, + 0.05323603376746178, + 0.06283873319625854, + 0.06919776648283005, + 0.20240269601345062, + 0.0631447434425354 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.004107492044568062 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030169785022736 + ], + "opposite_logprob_tokens": [ + -2.350301742553711 + ], + "logprob_reward": -0.10030169785022736, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030169785022736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18184733390808105, + 0.07141416519880295, + 0.12772364914417267, + 0.052744049578905106, + 0.056630346924066544, + 0.05997474864125252, + 0.08459693193435669, + 0.19420330226421356, + 0.12279071658849716, + 0.048074718564748764 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.10030169785022736 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot, filmed in dramatic slow motion and rendered in stark, high-contrast black and white, focuses on a moment of explosive physical confrontation on an empty basketball court. A harsh overhead spotlight creates a pool of bright light, isolating an exceptionally tall, lanky player, his long legs sharply carved out against the surrounding darkness. As he violently slams his body forward into his opponent, who has just exited the frame, every muscle fiber tenses beneath the fabric of his simple, dark basketball jersey, radiating raw power. The visceral impact is captured in hyperreal detail: his face contorts into a grimace of pure exertion, beads of sweat erupt from his forehead, and individual beads catch the intense light, scattering like tiny, fleeting diamonds into the black void. The highly polished wooden floor beneath his feet acts like a dark mirror, its shimmering surface reflecting the raw, kinetic action, amplifying the scene's raw physical intensity and dramatic black-and-white atmosphere.", + "seed": 24926, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_11/index_2582_seed_24926_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3854006934911013, + "vlm_logprob": -0.3854006934911013, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.3854006934911013, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23915532231330872 + ], + "opposite_logprob_tokens": [ + -2.6141552925109863 + ], + "logprob_reward": -0.23915532231330872, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.23915532231330872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24483507871627808, + 0.23959626257419586, + 0.04391423240303993, + 0.153475821018219, + 0.08091968297958374, + 0.040172576904296875, + 0.026109931990504265, + 0.04921633377671242, + 0.04659276828169823, + 0.07516727596521378 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.23915532231330872 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005840301513672 + ], + "opposite_logprob_tokens": [ + -0.22558407485485077 + ], + "logprob_reward": -1.6005840301513672, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005840301513672, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14070646464824677, + 0.2396988868713379, + 0.04458131641149521, + 0.08541540056467056, + 0.06350578367710114, + 0.13599793612957, + 0.029424531385302544, + 0.044391997158527374, + 0.06182384118437767, + 0.154453843832016 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -1.6005840301513672 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004683714359998703 + ], + "opposite_logprob_tokens": [ + -5.379683494567871 + ], + "logprob_reward": -0.004683714359998703, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004683714359998703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11534598469734192, + 0.11868400126695633, + 0.04919285699725151, + 0.11386702209711075, + 0.33161187171936035, + 0.05263536795973778, + 0.03206191584467888, + 0.04478537663817406, + 0.050106894224882126, + 0.0917086973786354 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.004683714359998703 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01256713829934597 + ], + "opposite_logprob_tokens": [ + -4.387567043304443 + ], + "logprob_reward": -0.01256713829934597, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01256713829934597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17529939115047455, + 0.26622867584228516, + 0.09967858344316483, + 0.07824476808309555, + 0.0514073446393013, + 0.056710824370384216, + 0.03656293451786041, + 0.06757999956607819, + 0.059282660484313965, + 0.10900482535362244 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.01256713829934597 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an empty basketball court with a harsh overhead spotlight creating a pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a tall, lanky player in a dark jersey shown slamming his body forward into an opponent?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001326233148575 + ], + "opposite_logprob_tokens": [ + -2.6950132846832275 + ], + "logprob_reward": -0.07001326233148575, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001326233148575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14542952179908752, + 0.18935900926589966, + 0.054125625640153885, + 0.1085190400481224, + 0.11264326423406601, + 0.09426594525575638, + 0.0767393559217453, + 0.0716155618429184, + 0.07008238136768341, + 0.07722029089927673 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.07001326233148575 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_12/index_tensor([627, 627])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_12/index_tensor([627, 627])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0a50087e636735f83a068777dceb1a2ef45ef5d6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_12/index_tensor([627, 627])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle wide shot elicits a slow, sweeping orbital disc surrounding a massive supercell storm cloud, a vast structure composed of a churning, dense mass of vapor suspended in a dark twilight sky. This high-octane rendering captures its turbulent form in surreal detail, showcasing boiling, cauliflower-like towers in charcoal gray and deep indigo hues. Deep within its chaotic core, supercharged particles—representing the electric red and neon blue energy of primordial charge—violently eject and burst, forming intricate, lightning-like tendrils that arc between the shifting cloud structures. These violent exchanges generate vast, unstable, pulsating pockets of energy, causing the surrounding vapor to emit an ethereal internal glow and expand as if inhaled. High-contrast lighting casts sharp, dramatic shadows, accentuating the cloud's vast, three-dimensional form against the void. The entire spectacle creates an atmosphere of terrifying awe and immense tension, capturing the final, unstable moments before the catastrophic release of unimaginable energy.", + "seed": 26223, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_12/index_627_seed_26223_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.008579687168821692, + "vlm_logprob": -0.008579687168821692, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.008579687168821692, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011717305518686771 + ], + "opposite_logprob_tokens": [ + -4.511717319488525 + ], + "logprob_reward": -0.011717305518686771, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011717305518686771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1414855271577835, + 0.07498397678136826, + 0.055681273341178894, + 0.13273976743221283, + 0.12221777439117432, + 0.08583627641201019, + 0.18927381932735443, + 0.06285957992076874, + 0.057717278599739075, + 0.07720471173524857 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.011717305518686771 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258538294583559 + ], + "opposite_logprob_tokens": [ + -5.255258560180664 + ], + "logprob_reward": -0.005258538294583559, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258538294583559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1796799749135971, + 0.1191537007689476, + 0.09340126812458038, + 0.07909570634365082, + 0.11894148588180542, + 0.06560800969600677, + 0.05213820934295654, + 0.15005353093147278, + 0.08434125781059265, + 0.057586897164583206 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.005258538294583559 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017170461360365152 + ], + "opposite_logprob_tokens": [ + -6.3767170906066895 + ], + "logprob_reward": -0.0017170461360365152, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017170461360365152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27429434657096863, + 0.08877356350421906, + 0.04610200971364975, + 0.04744461551308632, + 0.0893842950463295, + 0.12417866289615631, + 0.10019297152757645, + 0.08556796610355377, + 0.09984806180000305, + 0.04421352595090866 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.0017170461360365152 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616699017584324 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.003616699017584324, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616699017584324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09344326704740524, + 0.047794390469789505, + 0.04568793997168541, + 0.04455610737204552, + 0.14213255047798157, + 0.0682653859257698, + 0.12327376753091812, + 0.11309400200843811, + 0.11238347738981247, + 0.20936907827854156 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.003616699017584324 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020588846877217293 + ], + "opposite_logprob_tokens": [ + -3.8955888748168945 + ], + "logprob_reward": -0.020588846877217293, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020588846877217293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10429856181144714, + 0.04933049902319908, + 0.034678488969802856, + 0.06823860853910446, + 0.08969050645828247, + 0.03965363651514053, + 0.13120481371879578, + 0.0726638212800026, + 0.358864426612854, + 0.05137661471962929 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.020588846877217293 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle wide shot elicits a slow, sweeping orbital disc surrounding a massive supercell storm cloud, a vast structure composed of a churning, dense mass of vapor suspended in a dark twilight sky. This high-octane rendering captures its turbulent form in surreal detail, showcasing boiling, cauliflower-like towers in charcoal gray and deep indigo hues. Deep within its chaotic core, supercharged particles—representing the electric red and neon blue energy of primordial charge—violently eject and burst, forming intricate, lightning-like tendrils that arc between the shifting cloud structures. These violent exchanges generate vast, unstable, pulsating pockets of energy, causing the surrounding vapor to emit an ethereal internal glow and expand as if inhaled. High-contrast lighting casts sharp, dramatic shadows, accentuating the cloud's vast, three-dimensional form against the void. The entire spectacle creates an atmosphere of terrifying awe and immense tension, capturing the final, unstable moments before the catastrophic release of unimaginable energy.", + "seed": 26224, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_12/index_627_seed_26224_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03414890002459288, + "vlm_logprob": -0.03414890002459288, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.03414890002459288, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038816772401332855 + ], + "opposite_logprob_tokens": [ + -3.2888166904449463 + ], + "logprob_reward": -0.038816772401332855, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038816772401332855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13874153792858124, + 0.0434567928314209, + 0.045438915491104126, + 0.0724811851978302, + 0.4421776235103607, + 0.05728169530630112, + 0.040688708424568176, + 0.05606277287006378, + 0.053778067231178284, + 0.04989271238446236 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.038816772401332855 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026363495737314224 + ], + "opposite_logprob_tokens": [ + -3.6513636112213135 + ], + "logprob_reward": -0.026363495737314224, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026363495737314224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15204130113124847, + 0.1593015491962433, + 0.08304573595523834, + 0.03537145256996155, + 0.3282930850982666, + 0.05345955118536949, + 0.07119513303041458, + 0.0261409729719162, + 0.04522707313299179, + 0.045924171805381775 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.026363495737314224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794983081519604 + ], + "opposite_logprob_tokens": [ + -4.634795188903809 + ], + "logprob_reward": -0.009794983081519604, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794983081519604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13925164937973022, + 0.14165474474430084, + 0.10314587503671646, + 0.10881873965263367, + 0.11853983998298645, + 0.18899185955524445, + 0.06999717652797699, + 0.06682456284761429, + 0.03105948120355606, + 0.03171602636575699 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.009794983081519604 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205478310585022 + ], + "opposite_logprob_tokens": [ + -2.8120548725128174 + ], + "logprob_reward": -0.06205478310585022, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205478310585022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1445356011390686, + 0.16139031946659088, + 0.06516430526971817, + 0.03028196655213833, + 0.16696234047412872, + 0.08663057535886765, + 0.13917851448059082, + 0.02847558632493019, + 0.06236701458692551, + 0.11501379311084747 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.06205478310585022 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371446579694748 + ], + "opposite_logprob_tokens": [ + -3.408714532852173 + ], + "logprob_reward": -0.03371446579694748, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371446579694748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27160537242889404, + 0.09036725014448166, + 0.044495590031147, + 0.1420605480670929, + 0.0960082933306694, + 0.057343993335962296, + 0.1255073845386505, + 0.03075522743165493, + 0.08553645759820938, + 0.05631992965936661 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.03371446579694748 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle wide shot elicits a slow, sweeping orbital disc surrounding a massive supercell storm cloud, a vast structure composed of a churning, dense mass of vapor suspended in a dark twilight sky. This high-octane rendering captures its turbulent form in surreal detail, showcasing boiling, cauliflower-like towers in charcoal gray and deep indigo hues. Deep within its chaotic core, supercharged particles—representing the electric red and neon blue energy of primordial charge—violently eject and burst, forming intricate, lightning-like tendrils that arc between the shifting cloud structures. These violent exchanges generate vast, unstable, pulsating pockets of energy, causing the surrounding vapor to emit an ethereal internal glow and expand as if inhaled. High-contrast lighting casts sharp, dramatic shadows, accentuating the cloud's vast, three-dimensional form against the void. The entire spectacle creates an atmosphere of terrifying awe and immense tension, capturing the final, unstable moments before the catastrophic release of unimaginable energy.", + "seed": 26225, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_12/index_627_seed_26225_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.018016901798546314, + "vlm_logprob": -0.018016901798546314, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.018016901798546314, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016990695148706436 + ], + "opposite_logprob_tokens": [ + -4.141990661621094 + ], + "logprob_reward": -0.016990695148706436, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016990695148706436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15854911506175995, + 0.07895109057426453, + 0.0615663044154644, + 0.18068183958530426, + 0.1267833113670349, + 0.060094334185123444, + 0.05507407709956169, + 0.06859982758760452, + 0.1514744609594345, + 0.05822562053799629 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.016990695148706436 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254948042333126 + ], + "opposite_logprob_tokens": [ + -4.38754940032959 + ], + "logprob_reward": -0.01254948042333126, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254948042333126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19874773919582367, + 0.12110882997512817, + 0.05686277151107788, + 0.10437437891960144, + 0.05789465084671974, + 0.06310894340276718, + 0.09035016596317291, + 0.11167697608470917, + 0.10707086324691772, + 0.08880461752414703 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.01254948042333126 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550421990454197 + ], + "opposite_logprob_tokens": [ + -4.387550354003906 + ], + "logprob_reward": -0.012550421990454197, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550421990454197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09722722321748734, + 0.056655287742614746, + 0.03906429186463356, + 0.08482826501131058, + 0.07197916507720947, + 0.07035470008850098, + 0.1288525015115738, + 0.18490879237651825, + 0.21287061274051666, + 0.053259145468473434 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.012550421990454197 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980063669383526 + ], + "opposite_logprob_tokens": [ + -3.5298006534576416 + ], + "logprob_reward": -0.02980063669383526, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980063669383526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19382138550281525, + 0.14410711824893951, + 0.07278786599636078, + 0.09435663372278214, + 0.0531027615070343, + 0.04832720011472702, + 0.21136856079101562, + 0.07480268180370331, + 0.038384292274713516, + 0.06894146651029587 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.02980063669383526 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819327473640442 + ], + "opposite_logprob_tokens": [ + -4.018193244934082 + ], + "logprob_reward": -0.01819327473640442, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819327473640442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10707274824380875, + 0.09696108102798462, + 0.10043536871671677, + 0.1494751274585724, + 0.10389727354049683, + 0.08281178027391434, + 0.07763470709323883, + 0.041660066694021225, + 0.0839453861117363, + 0.15610648691654205 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.01819327473640442 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle wide shot elicits a slow, sweeping orbital disc surrounding a massive supercell storm cloud, a vast structure composed of a churning, dense mass of vapor suspended in a dark twilight sky. This high-octane rendering captures its turbulent form in surreal detail, showcasing boiling, cauliflower-like towers in charcoal gray and deep indigo hues. Deep within its chaotic core, supercharged particles—representing the electric red and neon blue energy of primordial charge—violently eject and burst, forming intricate, lightning-like tendrils that arc between the shifting cloud structures. These violent exchanges generate vast, unstable, pulsating pockets of energy, causing the surrounding vapor to emit an ethereal internal glow and expand as if inhaled. High-contrast lighting casts sharp, dramatic shadows, accentuating the cloud's vast, three-dimensional form against the void. The entire spectacle creates an atmosphere of terrifying awe and immense tension, capturing the final, unstable moments before the catastrophic release of unimaginable energy.", + "seed": 26226, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_12/index_627_seed_26226_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02294405596330762, + "vlm_logprob": -0.02294405596330762, + "vlm_yes_no_margin": 4.0749999523162845, + "vlm_token_credit": -0.02294405596330762, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00819262396544218 + ], + "opposite_logprob_tokens": [ + -4.883192539215088 + ], + "logprob_reward": -0.00819262396544218, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00819262396544218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09417231380939484, + 0.11086954176425934, + 0.10615850239992142, + 0.09135440737009048, + 0.04166918992996216, + 0.161208838224411, + 0.021164987236261368, + 0.0966569110751152, + 0.14541614055633545, + 0.13132914900779724 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.00819262396544218 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197722733020782 + ], + "opposite_logprob_tokens": [ + -4.018197536468506 + ], + "logprob_reward": -0.018197722733020782, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018197722733020782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12873460352420807, + 0.08403649926185608, + 0.16720624268054962, + 0.1449488252401352, + 0.07944156229496002, + 0.09237901866436005, + 0.04083386808633804, + 0.11689512431621552, + 0.08551677316427231, + 0.06000743433833122 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.018197722733020782 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961257498711348 + ], + "opposite_logprob_tokens": [ + -5.1309614181518555 + ], + "logprob_reward": -0.005961257498711348, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961257498711348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06448546797037125, + 0.05541850998997688, + 0.1320452243089676, + 0.02802637219429016, + 0.058492548763751984, + 0.31089121103286743, + 0.0611024908721447, + 0.10631586611270905, + 0.11744378507137299, + 0.06577856093645096 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.005961257498711348 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048654209822416306 + ], + "opposite_logprob_tokens": [ + -3.048654317855835 + ], + "logprob_reward": -0.048654209822416306, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048654209822416306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08519358932971954, + 0.1660206913948059, + 0.1002161055803299, + 0.14798149466514587, + 0.13144263625144958, + 0.14567580819129944, + 0.049645666033029556, + 0.08018529415130615, + 0.04573332890868187, + 0.04790541157126427 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.048654209822416306 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive supercell storm cloud with a slow, sweeping orbital disc surrounding it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cloud towers depicted as boiling, cauliflower-like structures in charcoal gray and deep indigo hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric red and neon blue energy particles violently eject and form lightning-like tendrils within the cloud's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature high-contrast lighting with sharp, dramatic shadows against a dark twilight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle to capture the vast, three-dimensional form of the cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371446579694748 + ], + "opposite_logprob_tokens": [ + -3.408714532852173 + ], + "logprob_reward": -0.03371446579694748, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371446579694748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08103018999099731, + 0.17403936386108398, + 0.22771307826042175, + 0.07755937427282333, + 0.07438689470291138, + 0.060673683881759644, + 0.028456898406147957, + 0.06680474430322647, + 0.1251986026763916, + 0.08413725346326828 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.03371446579694748 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_13/index_tensor([8902, 8902])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_13/index_tensor([8902, 8902])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e586c0f73d7c6f5b809a59b6e9d9cfa85cdbf414 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_13/index_tensor([8902, 8902])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely slow-motion cinematic shot begins from a very low angle, the camera gliding almost imperceptibly across a vast field of tall grass. The grass is a dense tapestry of feathery wild oats and slender buttercups, a blend of deep green and sun-bleached yellow, each stem crowned with delicate golden-brown seed heads that catch the light. A vibrant sunset dominates the backdrop, painting the horizon in a stunning gradient of fiery orange, deep burgundy, and soft violet, while the low-hanging sun, a brilliant lava orb, casts incredibly long, soft shadows that stretch across the rolling landscape like rivers of deep indigo, creating a high-contrast scene. Low, horizontal rays of light backlight each leaf, creating brilliant golden rims of light around their edges. In hypnotic slow motion, the entire field sways in gentle, undulating waves, each stem bending and releasing in a tranquil balletic rhythm, revealing the visual effect of a gentle breeze. The air itself seems to shimmer with a thick golden mist, with countless dust and pollen particles dancing and shimmering in the last rays of light, giving the entire image a profoundly dreamy and ethereal quality that is both magical and nostalgic.", + "seed": 24454, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_13/index_8902_seed_24454_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1857434671372175, + "vlm_logprob": -0.1857434671372175, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.1857434671372175, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12769824266433716 + ], + "opposite_logprob_tokens": [ + -2.1276981830596924 + ], + "logprob_reward": -0.12769824266433716, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12769824266433716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17501097917556763, + 0.11724544316530228, + 0.10059599578380585, + 0.08141865581274033, + 0.07778342068195343, + 0.14871421456336975, + 0.16556072235107422, + 0.04404207319021225, + 0.04845396429300308, + 0.041174568235874176 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.12769824266433716 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982042171061039 + ], + "opposite_logprob_tokens": [ + -3.529820442199707 + ], + "logprob_reward": -0.02982042171061039, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982042171061039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16921491920948029, + 0.12206283956766129, + 0.17165115475654602, + 0.08780259639024734, + 0.052336957305669785, + 0.1251603066921234, + 0.11773756146430969, + 0.05813104659318924, + 0.05424605682492256, + 0.04165654629468918 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.02982042171061039 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029856860637665 + ], + "opposite_logprob_tokens": [ + -2.3502986431121826 + ], + "logprob_reward": -0.10029856860637665, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029856860637665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24835383892059326, + 0.3724691569805145, + 0.0772506445646286, + 0.042580436915159225, + 0.027727486565709114, + 0.0706944391131401, + 0.05415721237659454, + 0.05497496575117111, + 0.030239533632993698, + 0.02155233360826969 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.10029856860637665 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811061009764671 + ], + "opposite_logprob_tokens": [ + -3.2881104946136475 + ], + "logprob_reward": -0.03811061009764671, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811061009764671, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21323175728321075, + 0.15836530923843384, + 0.14586029946804047, + 0.0846041664481163, + 0.05800807848572731, + 0.03878561407327652, + 0.13689497113227844, + 0.0598735548555851, + 0.05714316666126251, + 0.04723310470581055 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03811061009764671 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327894926071167 + ], + "opposite_logprob_tokens": [ + -0.7577894926071167 + ], + "logprob_reward": -0.6327894926071167, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327894926071167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1449367105960846, + 0.08006645739078522, + 0.12483977526426315, + 0.10078051686286926, + 0.0721120685338974, + 0.05905016511678696, + 0.18903036415576935, + 0.12438654899597168, + 0.07275420427322388, + 0.0320432223379612 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.6327894926071167 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely slow-motion cinematic shot begins from a very low angle, the camera gliding almost imperceptibly across a vast field of tall grass. The grass is a dense tapestry of feathery wild oats and slender buttercups, a blend of deep green and sun-bleached yellow, each stem crowned with delicate golden-brown seed heads that catch the light. A vibrant sunset dominates the backdrop, painting the horizon in a stunning gradient of fiery orange, deep burgundy, and soft violet, while the low-hanging sun, a brilliant lava orb, casts incredibly long, soft shadows that stretch across the rolling landscape like rivers of deep indigo, creating a high-contrast scene. Low, horizontal rays of light backlight each leaf, creating brilliant golden rims of light around their edges. In hypnotic slow motion, the entire field sways in gentle, undulating waves, each stem bending and releasing in a tranquil balletic rhythm, revealing the visual effect of a gentle breeze. The air itself seems to shimmer with a thick golden mist, with countless dust and pollen particles dancing and shimmering in the last rays of light, giving the entire image a profoundly dreamy and ethereal quality that is both magical and nostalgic.", + "seed": 24455, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_13/index_8902_seed_24455_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.115102469176054, + "vlm_logprob": -0.115102469176054, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.115102469176054, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1137828603386879 + ], + "opposite_logprob_tokens": [ + -2.2387828826904297 + ], + "logprob_reward": -0.1137828603386879, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1137828603386879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17052476108074188, + 0.16723160445690155, + 0.17155371606349945, + 0.07330259680747986, + 0.025871913880109787, + 0.025020228698849678, + 0.04204816743731499, + 0.22481626272201538, + 0.04082657769322395, + 0.058804161846637726 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.1137828603386879 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263621024787426 + ], + "opposite_logprob_tokens": [ + -3.651362180709839 + ], + "logprob_reward": -0.0263621024787426, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263621024787426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23305757343769073, + 0.037381015717983246, + 0.16362079977989197, + 0.030400756746530533, + 0.04088398441672325, + 0.02446373924612999, + 0.03574288263916969, + 0.2694765031337738, + 0.02933512069284916, + 0.1356375813484192 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.0263621024787426 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864467307925224 + ], + "opposite_logprob_tokens": [ + -3.048644781112671 + ], + "logprob_reward": -0.04864467307925224, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864467307925224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2722472846508026, + 0.08236570656299591, + 0.13725288212299347, + 0.02923688106238842, + 0.02700491063296795, + 0.06697145104408264, + 0.017288265749812126, + 0.023894142359495163, + 0.02882765606045723, + 0.3149108290672302 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.04864467307925224 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038103725761175156 + ], + "opposite_logprob_tokens": [ + -3.2881038188934326 + ], + "logprob_reward": -0.038103725761175156, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038103725761175156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42029130458831787, + 0.05444195494055748, + 0.1965360939502716, + 0.029228728264570236, + 0.022754186764359474, + 0.027095429599285126, + 0.012651022523641586, + 0.03959778696298599, + 0.014721655286848545, + 0.1826818436384201 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.038103725761175156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486189842224121 + ], + "opposite_logprob_tokens": [ + -1.223618984222412 + ], + "logprob_reward": -0.3486189842224121, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486189842224121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28385159373283386, + 0.184479221701622, + 0.07673996686935425, + 0.07342962920665741, + 0.05063774436712265, + 0.07158637791872025, + 0.04346858337521553, + 0.05259276181459427, + 0.03724997490644455, + 0.1259642243385315 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.3486189842224121 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely slow-motion cinematic shot begins from a very low angle, the camera gliding almost imperceptibly across a vast field of tall grass. The grass is a dense tapestry of feathery wild oats and slender buttercups, a blend of deep green and sun-bleached yellow, each stem crowned with delicate golden-brown seed heads that catch the light. A vibrant sunset dominates the backdrop, painting the horizon in a stunning gradient of fiery orange, deep burgundy, and soft violet, while the low-hanging sun, a brilliant lava orb, casts incredibly long, soft shadows that stretch across the rolling landscape like rivers of deep indigo, creating a high-contrast scene. Low, horizontal rays of light backlight each leaf, creating brilliant golden rims of light around their edges. In hypnotic slow motion, the entire field sways in gentle, undulating waves, each stem bending and releasing in a tranquil balletic rhythm, revealing the visual effect of a gentle breeze. The air itself seems to shimmer with a thick golden mist, with countless dust and pollen particles dancing and shimmering in the last rays of light, giving the entire image a profoundly dreamy and ethereal quality that is both magical and nostalgic.", + "seed": 24456, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_13/index_8902_seed_24456_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16571051999926567, + "vlm_logprob": -0.16571051999926567, + "vlm_yes_no_margin": 2.049999988079071, + "vlm_token_credit": -0.16571051999926567, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10117378830909729 + ], + "opposite_logprob_tokens": [ + -2.3511738777160645 + ], + "logprob_reward": -0.10117378830909729, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10117378830909729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12690386176109314, + 0.03235967457294464, + 0.017768723890185356, + 0.011151891201734543, + 0.009450338780879974, + 0.01478173490613699, + 0.0041448199190199375, + 0.7300790548324585, + 0.04377465322613716, + 0.00958524364978075 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.10117378830909729 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026362333446741104 + ], + "opposite_logprob_tokens": [ + -3.651362419128418 + ], + "logprob_reward": -0.026362333446741104, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026362333446741104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07557711005210876, + 0.05276457220315933, + 0.04421859234571457, + 0.022828854620456696, + 0.02919733338057995, + 0.05768215283751488, + 0.010887468233704567, + 0.6227101683616638, + 0.03396109491586685, + 0.05017266422510147 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.026362333446741104 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25207599997520447 + ], + "opposite_logprob_tokens": [ + -1.5020760297775269 + ], + "logprob_reward": -0.25207599997520447, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25207599997520447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19148023426532745, + 0.03213999792933464, + 0.025440972298383713, + 0.01190498098731041, + 0.0191532950848341, + 0.016316911205649376, + 0.005139786284416914, + 0.648303747177124, + 0.024170169606804848, + 0.025949878618121147 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.25207599997520447 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032477229833603 + ], + "opposite_logprob_tokens": [ + -2.350324869155884 + ], + "logprob_reward": -0.10032477229833603, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032477229833603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43816739320755005, + 0.026838479563593864, + 0.007669386453926563, + 0.020026158541440964, + 0.016487659886479378, + 0.03313567116856575, + 0.007410154677927494, + 0.4107946753501892, + 0.0312395840883255, + 0.008230924606323242 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.10032477229833603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34861570596694946 + ], + "opposite_logprob_tokens": [ + -1.2236156463623047 + ], + "logprob_reward": -0.34861570596694946, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34861570596694946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18292149901390076, + 0.032180242240428925, + 0.027170758694410324, + 0.004678965080529451, + 0.007187450770288706, + 0.0491609051823616, + 0.009231017902493477, + 0.6550034880638123, + 0.008798325434327126, + 0.023667408153414726 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.34861570596694946 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely slow-motion cinematic shot begins from a very low angle, the camera gliding almost imperceptibly across a vast field of tall grass. The grass is a dense tapestry of feathery wild oats and slender buttercups, a blend of deep green and sun-bleached yellow, each stem crowned with delicate golden-brown seed heads that catch the light. A vibrant sunset dominates the backdrop, painting the horizon in a stunning gradient of fiery orange, deep burgundy, and soft violet, while the low-hanging sun, a brilliant lava orb, casts incredibly long, soft shadows that stretch across the rolling landscape like rivers of deep indigo, creating a high-contrast scene. Low, horizontal rays of light backlight each leaf, creating brilliant golden rims of light around their edges. In hypnotic slow motion, the entire field sways in gentle, undulating waves, each stem bending and releasing in a tranquil balletic rhythm, revealing the visual effect of a gentle breeze. The air itself seems to shimmer with a thick golden mist, with countless dust and pollen particles dancing and shimmering in the last rays of light, giving the entire image a profoundly dreamy and ethereal quality that is both magical and nostalgic.", + "seed": 24457, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_13/index_8902_seed_24457_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12913824915885924, + "vlm_logprob": -0.12913824915885924, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.12913824915885924, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16180375218391418 + ], + "opposite_logprob_tokens": [ + -1.9118037223815918 + ], + "logprob_reward": -0.16180375218391418, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16180375218391418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14141184091567993, + 0.1494046002626419, + 0.2260209172964096, + 0.07586946338415146, + 0.16103269159793854, + 0.060394663363695145, + 0.031071772798895836, + 0.02504104934632778, + 0.03460778295993805, + 0.09514529258012772 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.16180375218391418 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207907676696777 + ], + "opposite_logprob_tokens": [ + -4.018208026885986 + ], + "logprob_reward": -0.018207907676696777, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018207907676696777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09032902866601944, + 0.38359060883522034, + 0.18503423035144806, + 0.04253912717103958, + 0.10804235190153122, + 0.038044173270463943, + 0.056554991751909256, + 0.024242062121629715, + 0.027677426114678383, + 0.04394600912928581 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.018207907676696777 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798863708972931 + ], + "opposite_logprob_tokens": [ + -1.8048863410949707 + ], + "logprob_reward": -0.1798863708972931, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798863708972931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13002215325832367, + 0.2963775396347046, + 0.13147792220115662, + 0.03715863823890686, + 0.04850184544920921, + 0.18490055203437805, + 0.09519008547067642, + 0.021545106545090675, + 0.029900934547185898, + 0.02492523565888405 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.1798863708972931 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370732069015503 + ], + "opposite_logprob_tokens": [ + -3.4087073802948 + ], + "logprob_reward": -0.03370732069015503, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370732069015503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16189180314540863, + 0.2562302350997925, + 0.09659809619188309, + 0.05763101205229759, + 0.1085795909166336, + 0.0632929652929306, + 0.10634265840053558, + 0.03572550043463707, + 0.025897173210978508, + 0.0878109335899353 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.03370732069015503 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field of tall grass containing feathery wild oats and slender buttercups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the grass display a color blend of deep green and sun-bleached yellow with golden-brown seed heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backdrop a sunset with a gradient of fiery orange, deep burgundy, and soft violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there long, soft indigo shadows stretching across the landscape and low horizontal rays of light creating golden rims on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the entire field swaying in gentle, undulating waves with a thick golden mist and shimmering dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520858943462372 + ], + "opposite_logprob_tokens": [ + -1.5020859241485596 + ], + "logprob_reward": -0.2520858943462372, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520858943462372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11706160008907318, + 0.06296516954898834, + 0.07647888362407684, + 0.06740069389343262, + 0.24336658418178558, + 0.044785767793655396, + 0.05766153335571289, + 0.038724858313798904, + 0.08678267151117325, + 0.2047721892595291 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.2520858943462372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_14/index_tensor([2375, 2375])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_14/index_tensor([2375, 2375])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8c69922eb4ba2ea008cca85dd5057004e9d3c47a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_14/index_tensor([2375, 2375])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static medium shot, shot from a horizontal angle, initially focuses on an ancient ink painting suspended in a pure white void. Composed on yellowed rice paper, minimalist brushstrokes depict distant mountains and a vast ocean framed by blank spaces. Suddenly, the two-dimensional surface of the painting begins to ripple like the surface of water. A gigantic whale, composed of varying shades of ink, slowly and majestically penetrates the paper, as if swimming from another dimension into reality. The whale's body is composed entirely of flowing ink: a deep, rich black forms its sleek back, while its underbelly is a light gray smudged with clear water, giving it a moist sheen. As its massive body slowly emerges, its entire form unfurls in the air, emitting a silent yet soul-stirring cry, its body visibly vibrating. During this process, countless tiny ink dots gracefully peeled off from its body. Instead of falling, they floated lightly and dispersed in all directions like weightless bubbles. Some ink dots quietly broke in the air, turning into circles of lighter ink marks, and finally dissipated in the white space diffused with soft light. The whole scene presents a tranquil, dreamy, and surreal atmosphere full of Eastern philosophical poetry.", + "seed": 1477, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_14/index_2375_seed_1477_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04449912142008543, + "vlm_logprob": -0.04449912142008543, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.04449912142008543, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0386304147541523 + ], + "opposite_logprob_tokens": [ + -3.288630485534668 + ], + "logprob_reward": -0.0386304147541523, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0386304147541523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2050645798444748, + 0.06355444341897964, + 0.04734368622303009, + 0.06632646918296814, + 0.118516705930233, + 0.03614509850740433, + 0.1358601450920105, + 0.15433800220489502, + 0.13067559897899628, + 0.04217520356178284 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0386304147541523 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006757265888154507 + ], + "opposite_logprob_tokens": [ + -5.0067572593688965 + ], + "logprob_reward": -0.006757265888154507, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006757265888154507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1139821708202362, + 0.0289900079369545, + 0.036041051149368286, + 0.05511942133307457, + 0.2150287628173828, + 0.1813400834798813, + 0.05105007067322731, + 0.1110168993473053, + 0.1283198595046997, + 0.07911166548728943 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.006757265888154507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02650885097682476 + ], + "opposite_logprob_tokens": [ + -3.6515088081359863 + ], + "logprob_reward": -0.02650885097682476, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02650885097682476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08096060156822205, + 0.03459973260760307, + 0.024747636169195175, + 0.05503005534410477, + 0.2990439534187317, + 0.11157852411270142, + 0.08901967108249664, + 0.11185353994369507, + 0.11130678653717041, + 0.08185955882072449 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.02650885097682476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023333726450800896 + ], + "opposite_logprob_tokens": [ + -3.773333787918091 + ], + "logprob_reward": -0.023333726450800896, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023333726450800896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19562537968158722, + 0.06684383004903793, + 0.03078150376677513, + 0.06159543991088867, + 0.0725446417927742, + 0.10555346310138702, + 0.1426313817501068, + 0.10764408111572266, + 0.149057537317276, + 0.06772274523973465 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.023333726450800896 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1272653490304947 + ], + "opposite_logprob_tokens": [ + -2.127265453338623 + ], + "logprob_reward": -0.1272653490304947, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1272653490304947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.114637091755867, + 0.043863166123628616, + 0.057932935655117035, + 0.07857317477464676, + 0.2824852168560028, + 0.1027998998761177, + 0.040850844234228134, + 0.07256906479597092, + 0.09977437555789948, + 0.10651418566703796 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.1272653490304947 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a horizontal angle, initially focuses on an ancient ink painting suspended in a pure white void. Composed on yellowed rice paper, minimalist brushstrokes depict distant mountains and a vast ocean framed by blank spaces. Suddenly, the two-dimensional surface of the painting begins to ripple like the surface of water. A gigantic whale, composed of varying shades of ink, slowly and majestically penetrates the paper, as if swimming from another dimension into reality. The whale's body is composed entirely of flowing ink: a deep, rich black forms its sleek back, while its underbelly is a light gray smudged with clear water, giving it a moist sheen. As its massive body slowly emerges, its entire form unfurls in the air, emitting a silent yet soul-stirring cry, its body visibly vibrating. During this process, countless tiny ink dots gracefully peeled off from its body. Instead of falling, they floated lightly and dispersed in all directions like weightless bubbles. Some ink dots quietly broke in the air, turning into circles of lighter ink marks, and finally dissipated in the white space diffused with soft light. The whole scene presents a tranquil, dreamy, and surreal atmosphere full of Eastern philosophical poetry.", + "seed": 1478, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_14/index_2375_seed_1478_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.054364689625799656, + "vlm_logprob": -0.054364689625799656, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.054364689625799656, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012790076434612274 + ], + "opposite_logprob_tokens": [ + -4.387790203094482 + ], + "logprob_reward": -0.012790076434612274, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012790076434612274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09597352147102356, + 0.0357339046895504, + 0.5890108942985535, + 0.05980682373046875, + 0.09393569827079773, + 0.03890922665596008, + 0.030648810788989067, + 0.01245120633393526, + 0.026791544631123543, + 0.0167382899671793 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.012790076434612274 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076382951810956 + ], + "opposite_logprob_tokens": [ + -4.882638454437256 + ], + "logprob_reward": -0.0076382951810956, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076382951810956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07432925701141357, + 0.03622573986649513, + 0.6678850650787354, + 0.0806838870048523, + 0.036026764661073685, + 0.017077425494790077, + 0.014186019077897072, + 0.014300824142992496, + 0.02150839753448963, + 0.037776537239551544 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.0076382951810956 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026419226080179214 + ], + "opposite_logprob_tokens": [ + -3.651419162750244 + ], + "logprob_reward": -0.026419226080179214, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026419226080179214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06211693212389946, + 0.05190764367580414, + 0.5314152240753174, + 0.11947046965360641, + 0.055467043071985245, + 0.04228657856583595, + 0.023071493953466415, + 0.04422520473599434, + 0.04769887402653694, + 0.02234048955142498 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.026419226080179214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0233067087829113 + ], + "opposite_logprob_tokens": [ + -3.7733066082000732 + ], + "logprob_reward": -0.0233067087829113, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0233067087829113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051200609654188156, + 0.027591746300458908, + 0.6376665234565735, + 0.06901615858078003, + 0.040090162307024, + 0.02436050772666931, + 0.024793779477477074, + 0.05470108613371849, + 0.031745489686727524, + 0.03883395344018936 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.0233067087829113 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016691416501999 + ], + "opposite_logprob_tokens": [ + -1.7016690969467163 + ], + "logprob_reward": -0.2016691416501999, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016691416501999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047571152448654175, + 0.01680992916226387, + 0.7837910652160645, + 0.03691756725311279, + 0.03424845635890961, + 0.015303251333534718, + 0.015342826023697853, + 0.01721569336950779, + 0.013557150959968567, + 0.019242867827415466 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.2016691416501999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a horizontal angle, initially focuses on an ancient ink painting suspended in a pure white void. Composed on yellowed rice paper, minimalist brushstrokes depict distant mountains and a vast ocean framed by blank spaces. Suddenly, the two-dimensional surface of the painting begins to ripple like the surface of water. A gigantic whale, composed of varying shades of ink, slowly and majestically penetrates the paper, as if swimming from another dimension into reality. The whale's body is composed entirely of flowing ink: a deep, rich black forms its sleek back, while its underbelly is a light gray smudged with clear water, giving it a moist sheen. As its massive body slowly emerges, its entire form unfurls in the air, emitting a silent yet soul-stirring cry, its body visibly vibrating. During this process, countless tiny ink dots gracefully peeled off from its body. Instead of falling, they floated lightly and dispersed in all directions like weightless bubbles. Some ink dots quietly broke in the air, turning into circles of lighter ink marks, and finally dissipated in the white space diffused with soft light. The whole scene presents a tranquil, dreamy, and surreal atmosphere full of Eastern philosophical poetry.", + "seed": 1479, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_14/index_2375_seed_1479_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05320046721026302, + "vlm_logprob": -0.05320046721026302, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.05320046721026302, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01633145660161972 + ], + "opposite_logprob_tokens": [ + -4.141331672668457 + ], + "logprob_reward": -0.01633145660161972, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01633145660161972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15729402005672455, + 0.0677504613995552, + 0.06032266840338707, + 0.0626923069357872, + 0.02951175533235073, + 0.10865280777215958, + 0.08728623390197754, + 0.07237043231725693, + 0.1109791100025177, + 0.24314014613628387 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.01633145660161972 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746727507561445 + ], + "opposite_logprob_tokens": [ + -5.006746768951416 + ], + "logprob_reward": -0.006746727507561445, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746727507561445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06486580520868301, + 0.02760310098528862, + 0.02252849005162716, + 0.12416869401931763, + 0.0732889175415039, + 0.04503157362341881, + 0.07045087218284607, + 0.05993250384926796, + 0.24894922971725464, + 0.2631808817386627 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.006746727507561445 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020640229806303978 + ], + "opposite_logprob_tokens": [ + -3.8956401348114014 + ], + "logprob_reward": -0.020640229806303978, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020640229806303978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05710942670702934, + 0.03585093840956688, + 0.01757781207561493, + 0.061481427401304245, + 0.03817810118198395, + 0.061753854155540466, + 0.07876072078943253, + 0.08809425681829453, + 0.20272773504257202, + 0.3584657907485962 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.020640229806303978 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020600758492946625 + ], + "opposite_logprob_tokens": [ + -3.8956007957458496 + ], + "logprob_reward": -0.020600758492946625, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020600758492946625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11029225587844849, + 0.034276898950338364, + 0.037365127354860306, + 0.06627916544675827, + 0.035953134298324585, + 0.12239023298025131, + 0.06809540838003159, + 0.04612421616911888, + 0.19609320163726807, + 0.283130407333374 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.020600758492946625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016831636428833 + ], + "opposite_logprob_tokens": [ + -1.7016831636428833 + ], + "logprob_reward": -0.2016831636428833, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016831636428833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11866119503974915, + 0.03408151865005493, + 0.03513168916106224, + 0.021931668743491173, + 0.03153849393129349, + 0.10429177433252335, + 0.12868273258209229, + 0.07795215398073196, + 0.16664136946201324, + 0.2810874581336975 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.2016831636428833 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a horizontal angle, initially focuses on an ancient ink painting suspended in a pure white void. Composed on yellowed rice paper, minimalist brushstrokes depict distant mountains and a vast ocean framed by blank spaces. Suddenly, the two-dimensional surface of the painting begins to ripple like the surface of water. A gigantic whale, composed of varying shades of ink, slowly and majestically penetrates the paper, as if swimming from another dimension into reality. The whale's body is composed entirely of flowing ink: a deep, rich black forms its sleek back, while its underbelly is a light gray smudged with clear water, giving it a moist sheen. As its massive body slowly emerges, its entire form unfurls in the air, emitting a silent yet soul-stirring cry, its body visibly vibrating. During this process, countless tiny ink dots gracefully peeled off from its body. Instead of falling, they floated lightly and dispersed in all directions like weightless bubbles. Some ink dots quietly broke in the air, turning into circles of lighter ink marks, and finally dissipated in the white space diffused with soft light. The whole scene presents a tranquil, dreamy, and surreal atmosphere full of Eastern philosophical poetry.", + "seed": 1480, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_14/index_2375_seed_1480_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09030963145196438, + "vlm_logprob": -0.09030963145196438, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.09030963145196438, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030744146555662155 + ], + "opposite_logprob_tokens": [ + -3.5307440757751465 + ], + "logprob_reward": -0.030744146555662155, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030744146555662155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15918906033039093, + 0.12084606289863586, + 0.04115811735391617, + 0.22313052415847778, + 0.1680903434753418, + 0.09503477066755295, + 0.096943698823452, + 0.026916323229670525, + 0.049714405089616776, + 0.01897675171494484 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.030744146555662155 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018209779635071754 + ], + "opposite_logprob_tokens": [ + -4.018209934234619 + ], + "logprob_reward": -0.018209779635071754, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018209779635071754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10382080078125, + 0.03185803070664406, + 0.08013776689767838, + 0.2667890191078186, + 0.19672301411628723, + 0.15780794620513916, + 0.04689286649227142, + 0.04305567964911461, + 0.05907104164361954, + 0.013843856751918793 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.018209779635071754 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05517317354679108 + ], + "opposite_logprob_tokens": [ + -2.93017315864563 + ], + "logprob_reward": -0.05517317354679108, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05517317354679108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10393904149532318, + 0.07313646376132965, + 0.05531468987464905, + 0.1290930211544037, + 0.2617141008377075, + 0.14617425203323364, + 0.08458606898784637, + 0.05192963778972626, + 0.0728415995836258, + 0.02127108909189701 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.05517317354679108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373751789331436 + ], + "opposite_logprob_tokens": [ + -3.4087374210357666 + ], + "logprob_reward": -0.03373751789331436, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373751789331436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08897113054990768, + 0.08414391428232193, + 0.060796160250902176, + 0.12875354290008545, + 0.11656972765922546, + 0.24010470509529114, + 0.10102429986000061, + 0.07111072540283203, + 0.07775723934173584, + 0.03076850436627865 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.03373751789331436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot of an ancient ink painting on yellowed rice paper suspended in a pure white void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the painting's surface ripple like water and does a gigantic whale composed of varying shades of ink emerge from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's back deep black and its underbelly light gray with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ink dots peel off the whale's body, float like weightless bubbles, and some break into circles of lighter ink marks before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the whale's body visibly vibrate while emitting a silent cry in a scene with soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31368353962898254 + ], + "opposite_logprob_tokens": [ + -1.3136835098266602 + ], + "logprob_reward": -0.31368353962898254, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31368353962898254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2012511044740677, + 0.0839085653424263, + 0.06714978814125061, + 0.16294516623020172, + 0.09721183031797409, + 0.14950869977474213, + 0.08127140998840332, + 0.04205772280693054, + 0.06274181604385376, + 0.05195392668247223 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.31368353962898254 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_15/index_tensor([3287, 3287])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_15/index_tensor([3287, 3287])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0c2598f81936c16319cf0d5774056daccf1e8e0d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_15/index_tensor([3287, 3287])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures a sterile hospital room, bathed in the cold, even glow of overhead fluorescent lights. The walls are a stark, clinical white, the polished linen floor reflecting the harsh illumination. In the center of the frame, a frail figure lies on a metal-framed bed covered with crisp white sheets. Dressed in a standard pale blue, oversized cotton hospital gown, their skin pale and translucent, their hair wispy. Their thin arms tremble noticeably as they laboriously press their palms into the mattress and begin to straighten their torsos. The movement is agonizingly slow and deliberate, every inch a tremendous effort. Exhaustion is deeply etched on their face, a mask of quiet pain, dark circles under their eyes, pale, dry lips slightly parted. When they finally sit down, back hunched, gaze hollow, the scene is filled with an air of profound weariness and isolation, gently and smoothly fading into utter darkness.", + "seed": 10819, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_15/index_3287_seed_10819_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2548744241707027, + "vlm_logprob": -0.2548744241707027, + "vlm_yes_no_margin": 2.549999952316284, + "vlm_token_credit": -0.2548744241707027, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10141994059085846 + ], + "opposite_logprob_tokens": [ + -2.3514199256896973 + ], + "logprob_reward": -0.10141994059085846, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10141994059085846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.239627406001091, + 0.15432609617710114, + 0.06851521879434586, + 0.06830155849456787, + 0.05849676951766014, + 0.03240320831537247, + 0.18731211125850677, + 0.03925477713346481, + 0.12368014454841614, + 0.02808273211121559 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.10141994059085846 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761494636535645 + ], + "opposite_logprob_tokens": [ + -0.8261494636535645 + ], + "logprob_reward": -0.5761494636535645, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761494636535645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30368465185165405, + 0.22017881274223328, + 0.03597447648644447, + 0.03866143152117729, + 0.056730128824710846, + 0.035011112689971924, + 0.034368205815553665, + 0.07555031776428223, + 0.16634756326675415, + 0.033493269234895706 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.5761494636535645 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248968368396163 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.00248968368396163, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248968368396163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14587371051311493, + 0.1531742662191391, + 0.11229968816041946, + 0.1331048458814621, + 0.08725104480981827, + 0.03670865669846535, + 0.14536607265472412, + 0.04868096485733986, + 0.07800745218992233, + 0.059533294290304184 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.00248968368396163 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181814506649971 + ], + "opposite_logprob_tokens": [ + -4.018181324005127 + ], + "logprob_reward": -0.0181814506649971, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181814506649971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10572771728038788, + 0.0763353556394577, + 0.1127002090215683, + 0.032967690378427505, + 0.1546189785003662, + 0.11173198372125626, + 0.206374853849411, + 0.08611497282981873, + 0.06835707277059555, + 0.04507121816277504 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.0181814506649971 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761315822601318 + ], + "opposite_logprob_tokens": [ + -0.8261315822601318 + ], + "logprob_reward": -0.5761315822601318, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761315822601318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08414124697446823, + 0.10322623699903488, + 0.030051371082663536, + 0.03971032425761223, + 0.11839284747838974, + 0.0631876140832901, + 0.13629214465618134, + 0.1406080424785614, + 0.16113655269145966, + 0.12325365841388702 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.5761315822601318 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a sterile hospital room, bathed in the cold, even glow of overhead fluorescent lights. The walls are a stark, clinical white, the polished linen floor reflecting the harsh illumination. In the center of the frame, a frail figure lies on a metal-framed bed covered with crisp white sheets. Dressed in a standard pale blue, oversized cotton hospital gown, their skin pale and translucent, their hair wispy. Their thin arms tremble noticeably as they laboriously press their palms into the mattress and begin to straighten their torsos. The movement is agonizingly slow and deliberate, every inch a tremendous effort. Exhaustion is deeply etched on their face, a mask of quiet pain, dark circles under their eyes, pale, dry lips slightly parted. When they finally sit down, back hunched, gaze hollow, the scene is filled with an air of profound weariness and isolation, gently and smoothly fading into utter darkness.", + "seed": 10820, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_15/index_3287_seed_10820_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.33764818953350184, + "vlm_logprob": -0.33764818953350184, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.33764818953350184, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31404629349708557 + ], + "opposite_logprob_tokens": [ + -1.3140462636947632 + ], + "logprob_reward": -0.31404629349708557, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31404629349708557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17607709765434265, + 0.13369789719581604, + 0.1444702297449112, + 0.06008428707718849, + 0.08278956264257431, + 0.0890427753329277, + 0.059113115072250366, + 0.04575979709625244, + 0.03363994136452675, + 0.17532533407211304 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.31404629349708557 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233577489852905 + ], + "opposite_logprob_tokens": [ + -0.8983577489852905 + ], + "logprob_reward": -0.5233577489852905, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233577489852905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18266646564006805, + 0.14959990978240967, + 0.19483938813209534, + 0.06511226296424866, + 0.08316060155630112, + 0.08878180384635925, + 0.0472584031522274, + 0.04991557076573372, + 0.05342691019177437, + 0.08523866534233093 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.5233577489852905 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097756464034319 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004097756464034319, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097756464034319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11880163848400116, + 0.06873146444559097, + 0.163905531167984, + 0.06840761005878448, + 0.10151636600494385, + 0.05066997930407524, + 0.09868229925632477, + 0.07072141766548157, + 0.11242065578699112, + 0.14614304900169373 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.004097756464034319 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058008871972561 + ], + "opposite_logprob_tokens": [ + -3.8955800533294678 + ], + "logprob_reward": -0.02058008871972561, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058008871972561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10518422722816467, + 0.17205236852169037, + 0.06635872274637222, + 0.08339685201644897, + 0.040788762271404266, + 0.06552968919277191, + 0.1257094144821167, + 0.10201895982027054, + 0.16329236328601837, + 0.07566868513822556 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.02058008871972561 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261590600013733 + ], + "opposite_logprob_tokens": [ + -0.5761590600013733 + ], + "logprob_reward": -0.8261590600013733, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261590600013733, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1644468754529953, + 0.18868836760520935, + 0.09304233640432358, + 0.09857390820980072, + 0.14679329097270966, + 0.07012560218572617, + 0.03813476115465164, + 0.048281822353601456, + 0.039017219096422195, + 0.11289583891630173 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.8261590600013733 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, eye-level medium shot captures a sterile hospital room, bathed in the cold, even glow of overhead fluorescent lights. The walls are a stark, clinical white, the polished linen floor reflecting the harsh illumination. In the center of the frame, a frail figure lies on a metal-framed bed covered with crisp white sheets. Dressed in a standard pale blue, oversized cotton hospital gown, their skin pale and translucent, their hair wispy. Their thin arms tremble noticeably as they laboriously press their palms into the mattress and begin to straighten their torsos. The movement is agonizingly slow and deliberate, every inch a tremendous effort. Exhaustion is deeply etched on their face, a mask of quiet pain, dark circles under their eyes, pale, dry lips slightly parted. When they finally sit down, back hunched, gaze hollow, the scene is filled with an air of profound weariness and isolation, gently and smoothly fading into utter darkness.", + "seed": 10821, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_15/index_3287_seed_10821_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.41268450310453775, + "vlm_logprob": -0.41268450310453775, + "vlm_yes_no_margin": 1.999999988079071, + "vlm_token_credit": -0.41268450310453775, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4084968566894531 + ], + "opposite_logprob_tokens": [ + -0.2834968864917755 + ], + "logprob_reward": -1.4084968566894531, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4084968566894531, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08755446970462799, + 0.07945968955755234, + 0.10094844549894333, + 0.15172354876995087, + 0.30536699295043945, + 0.024426765739917755, + 0.0640212893486023, + 0.07152204215526581, + 0.06332018971443176, + 0.051656514406204224 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -1.4084968566894531 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135281205177307 + ], + "opposite_logprob_tokens": [ + -1.313528060913086 + ], + "logprob_reward": -0.3135281205177307, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3135281205177307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06710631400346756, + 0.043628185987472534, + 0.124519944190979, + 0.07815313339233398, + 0.22889432311058044, + 0.03369174152612686, + 0.15522944927215576, + 0.0656059980392456, + 0.05411001294851303, + 0.1490609347820282 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.3135281205177307 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647999536246061 + ], + "opposite_logprob_tokens": [ + -5.379648208618164 + ], + "logprob_reward": -0.004647999536246061, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647999536246061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07812700420618057, + 0.05830095335841179, + 0.07510275393724442, + 0.11308372020721436, + 0.24377425014972687, + 0.040345754474401474, + 0.16472962498664856, + 0.07817943394184113, + 0.047417331486940384, + 0.10093919187784195 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.004647999536246061 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329261600971222 + ], + "opposite_logprob_tokens": [ + -3.7732925415039062 + ], + "logprob_reward": -0.02329261600971222, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329261600971222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08862491697072983, + 0.06562715768814087, + 0.07966732978820801, + 0.08517125993967056, + 0.1328752636909485, + 0.09369667619466782, + 0.04720572754740715, + 0.1492316573858261, + 0.10511375218629837, + 0.1527862548828125 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.02329261600971222 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134569227695465 + ], + "opposite_logprob_tokens": [ + -1.3134568929672241 + ], + "logprob_reward": -0.3134569227695465, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134569227695465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03638549521565437, + 0.040271297097206116, + 0.03776931390166283, + 0.030499354004859924, + 0.05575795844197273, + 0.06746767461299896, + 0.095070481300354, + 0.20653466880321503, + 0.06251627206802368, + 0.3677275478839874 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.3134569227695465 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a sterile hospital room, bathed in the cold, even glow of overhead fluorescent lights. The walls are a stark, clinical white, the polished linen floor reflecting the harsh illumination. In the center of the frame, a frail figure lies on a metal-framed bed covered with crisp white sheets. Dressed in a standard pale blue, oversized cotton hospital gown, their skin pale and translucent, their hair wispy. Their thin arms tremble noticeably as they laboriously press their palms into the mattress and begin to straighten their torsos. The movement is agonizingly slow and deliberate, every inch a tremendous effort. Exhaustion is deeply etched on their face, a mask of quiet pain, dark circles under their eyes, pale, dry lips slightly parted. When they finally sit down, back hunched, gaze hollow, the scene is filled with an air of profound weariness and isolation, gently and smoothly fading into utter darkness.", + "seed": 10822, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_15/index_3287_seed_10822_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.32714362130500374, + "vlm_logprob": -0.32714362130500374, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.32714362130500374, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.975716769695282 + ], + "opposite_logprob_tokens": [ + -0.475716769695282 + ], + "logprob_reward": -0.975716769695282, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.975716769695282, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0842166543006897, + 0.2149730771780014, + 0.11978305131196976, + 0.09141288697719574, + 0.019949067384004593, + 0.034252822399139404, + 0.2191009670495987, + 0.05852480232715607, + 0.11987116187810898, + 0.03791550546884537 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.975716769695282 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486817181110382 + ], + "opposite_logprob_tokens": [ + -1.2236816883087158 + ], + "logprob_reward": -0.3486817181110382, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486817181110382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21308282017707825, + 0.08990983664989471, + 0.052696824073791504, + 0.0741826519370079, + 0.042107634246349335, + 0.03571057319641113, + 0.17879509925842285, + 0.07501886039972305, + 0.11137505620718002, + 0.12712055444717407 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.3486817181110382 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036222815979272127 + ], + "opposite_logprob_tokens": [ + -5.628622055053711 + ], + "logprob_reward": -0.0036222815979272127, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036222815979272127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08255713433027267, + 0.2137007713317871, + 0.09900299459695816, + 0.05964750051498413, + 0.015101946890354156, + 0.048657987266778946, + 0.16911084949970245, + 0.06112155690789223, + 0.07786865532398224, + 0.1732305884361267 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.0036222815979272127 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026345383375883102 + ], + "opposite_logprob_tokens": [ + -3.6513454914093018 + ], + "logprob_reward": -0.026345383375883102, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026345383375883102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1382104754447937, + 0.06291463226079941, + 0.04656849056482315, + 0.03275008872151375, + 0.024253366515040398, + 0.08964470773935318, + 0.10689065605401993, + 0.22250808775424957, + 0.13568313419818878, + 0.1405763328075409 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.026345383375883102 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital room with stark white walls and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting provided by overhead fluorescent lights creating a cold, even glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a frail figure wearing a pale blue oversized cotton hospital gown lying on a metal-framed bed with white sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform the action of slowly pressing palms into the mattress and straightening their torso with visible trembling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot that fades into utter darkness at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813519537448883 + ], + "opposite_logprob_tokens": [ + -1.406351923942566 + ], + "logprob_reward": -0.2813519537448883, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813519537448883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18716458976268768, + 0.04870900884270668, + 0.10197468847036362, + 0.025383636355400085, + 0.033991895616054535, + 0.0367545522749424, + 0.08229198306798935, + 0.1523740440607071, + 0.18184013664722443, + 0.14951547980308533 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.2813519537448883 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_2/index_tensor([2051, 2051])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_2/index_tensor([2051, 2051])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..87fb2d730af99ca161bfe6a708c24fd9bb9a826f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_2/index_tensor([2051, 2051])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shaky, handheld, medium-length shot captures a tense indoor confrontation, creating an atmosphere of rawness and immediacy. In the dimly lit room, a man in a crisp white button-down shirt, his collar unbuttoned, leans forward earnestly across a dark wooden table. He speaks rapidly, his face flushed, his hands moving in sharp, vigorous gestures to punctuate his words. A single, harsh, overhead light casts deep shadows on his features and the stark surroundings. Opposite him, a second man in a simple black crew-neck shirt sits, his posture even more composed. He slowly and deliberately turns his head, his gaze locked on the speaker, his expression focused and analytical. After a moment, he breaks eye contact and turns his head to the right of the frame, as if lost in thought. Then, with a steady, decisive movement, he raises his right arm and gently places his fingertips on the smooth, cool tabletop. This subtle gesture imbues the scene with a palpable, unspoken tension. The cool color temperature and high-contrast lighting enhance the dramatic, confrontational mood of the interaction.", + "seed": 24331, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_2/index_2051_seed_24331_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4470903217792511, + "vlm_logprob": -0.4470903217792511, + "vlm_yes_no_margin": 0.9749999642372131, + "vlm_token_credit": -0.4470903217792511, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0593502521514893 + ], + "opposite_logprob_tokens": [ + -0.43435028195381165 + ], + "logprob_reward": -1.0593502521514893, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0593502521514893, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13491402566432953, + 0.1468978226184845, + 0.18356359004974365, + 0.08600091934204102, + 0.049994923174381256, + 0.14657051861286163, + 0.03828864172101021, + 0.024346932768821716, + 0.11046265065670013, + 0.07896004617214203 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -1.0593502521514893 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38708239793777466 + ], + "opposite_logprob_tokens": [ + -1.1370823383331299 + ], + "logprob_reward": -0.38708239793777466, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.38708239793777466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4121447503566742, + 0.08588386327028275, + 0.08175887912511826, + 0.08660674095153809, + 0.05134924128651619, + 0.034598469734191895, + 0.027899358421564102, + 0.017784664407372475, + 0.15402266383171082, + 0.04795144870877266 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.38708239793777466 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428130567073822 + ], + "opposite_logprob_tokens": [ + -2.017812967300415 + ], + "logprob_reward": -0.1428130567073822, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428130567073822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.298840194940567, + 0.10992966592311859, + 0.08987084031105042, + 0.21440525352954865, + 0.05311960726976395, + 0.048834703862667084, + 0.045054905116558075, + 0.031183520331978798, + 0.06144789606332779, + 0.04731343314051628 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.1428130567073822 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002848386764526 + ], + "opposite_logprob_tokens": [ + -2.69502854347229 + ], + "logprob_reward": -0.07002848386764526, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002848386764526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2997227907180786, + 0.09006334841251373, + 0.15626654028892517, + 0.14992743730545044, + 0.04242413118481636, + 0.0627923533320427, + 0.047393132001161575, + 0.02459993027150631, + 0.057345833629369736, + 0.06946448981761932 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.07002848386764526 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761774182319641 + ], + "opposite_logprob_tokens": [ + -0.8261774182319641 + ], + "logprob_reward": -0.5761774182319641, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761774182319641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4822097420692444, + 0.11795885115861893, + 0.09433531016111374, + 0.0705980435013771, + 0.08616684377193451, + 0.021437227725982666, + 0.025555245578289032, + 0.03338024020195007, + 0.03975428640842438, + 0.028604144230484962 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.5761774182319641 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shaky, handheld, medium-length shot captures a tense indoor confrontation, creating an atmosphere of rawness and immediacy. In the dimly lit room, a man in a crisp white button-down shirt, his collar unbuttoned, leans forward earnestly across a dark wooden table. He speaks rapidly, his face flushed, his hands moving in sharp, vigorous gestures to punctuate his words. A single, harsh, overhead light casts deep shadows on his features and the stark surroundings. Opposite him, a second man in a simple black crew-neck shirt sits, his posture even more composed. He slowly and deliberately turns his head, his gaze locked on the speaker, his expression focused and analytical. After a moment, he breaks eye contact and turns his head to the right of the frame, as if lost in thought. Then, with a steady, decisive movement, he raises his right arm and gently places his fingertips on the smooth, cool tabletop. This subtle gesture imbues the scene with a palpable, unspoken tension. The cool color temperature and high-contrast lighting enhance the dramatic, confrontational mood of the interaction.", + "seed": 24332, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_2/index_2051_seed_24332_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.32719919830560684, + "vlm_logprob": -0.32719919830560684, + "vlm_yes_no_margin": 1.499999988079071, + "vlm_token_credit": -0.32719919830560684, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.061844825744629 + ], + "opposite_logprob_tokens": [ + -0.43684476613998413 + ], + "logprob_reward": -1.061844825744629, + "yes_no_margin_reward": -0.6250000596046448, + "token_credit_reward": -1.061844825744629, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12029602378606796, + 0.17353567481040955, + 0.06032750383019447, + 0.14105384051799774, + 0.08268854767084122, + 0.1033630445599556, + 0.12108448147773743, + 0.04737599939107895, + 0.04052848368883133, + 0.10974638909101486 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -1.061844825744629 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603991836309433 + ], + "opposite_logprob_tokens": [ + -1.9103991985321045 + ], + "logprob_reward": -0.1603991836309433, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603991836309433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.283588707447052, + 0.14034171402454376, + 0.1142464429140091, + 0.09032537043094635, + 0.07751523703336716, + 0.06948075443506241, + 0.046741995960474014, + 0.05945504829287529, + 0.05519616976380348, + 0.06310860067605972 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.1603991836309433 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129605621099472 + ], + "opposite_logprob_tokens": [ + -2.2379605770111084 + ], + "logprob_reward": -0.1129605621099472, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129605621099472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16936415433883667, + 0.11187705397605896, + 0.17568275332450867, + 0.12759633362293243, + 0.13360238075256348, + 0.04817870259284973, + 0.054738715291023254, + 0.08039606362581253, + 0.05544574186205864, + 0.04311809688806534 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.1129605621099472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048666246235370636 + ], + "opposite_logprob_tokens": [ + -3.04866623878479 + ], + "logprob_reward": -0.048666246235370636, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048666246235370636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08416301757097244, + 0.0683942660689354, + 0.09453161060810089, + 0.1830955594778061, + 0.13965719938278198, + 0.1464214026927948, + 0.04224910959601402, + 0.059699080884456635, + 0.08445645123720169, + 0.09733234345912933 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.048666246235370636 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25212517380714417 + ], + "opposite_logprob_tokens": [ + -1.5021251440048218 + ], + "logprob_reward": -0.25212517380714417, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25212517380714417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2386007308959961, + 0.13795579969882965, + 0.15108774602413177, + 0.11736644059419632, + 0.07276879251003265, + 0.0644291415810585, + 0.0767318531870842, + 0.04872167482972145, + 0.03244362771511078, + 0.05989419296383858 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.25212517380714417 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shaky, handheld, medium-length shot captures a tense indoor confrontation, creating an atmosphere of rawness and immediacy. In the dimly lit room, a man in a crisp white button-down shirt, his collar unbuttoned, leans forward earnestly across a dark wooden table. He speaks rapidly, his face flushed, his hands moving in sharp, vigorous gestures to punctuate his words. A single, harsh, overhead light casts deep shadows on his features and the stark surroundings. Opposite him, a second man in a simple black crew-neck shirt sits, his posture even more composed. He slowly and deliberately turns his head, his gaze locked on the speaker, his expression focused and analytical. After a moment, he breaks eye contact and turns his head to the right of the frame, as if lost in thought. Then, with a steady, decisive movement, he raises his right arm and gently places his fingertips on the smooth, cool tabletop. This subtle gesture imbues the scene with a palpable, unspoken tension. The cool color temperature and high-contrast lighting enhance the dramatic, confrontational mood of the interaction.", + "seed": 24333, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_2/index_2051_seed_24333_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.48007588684558866, + "vlm_logprob": -0.48007588684558866, + "vlm_yes_no_margin": 1.025, + "vlm_token_credit": -0.48007588684558866, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6056544780731201 + ], + "opposite_logprob_tokens": [ + -0.2306545376777649 + ], + "logprob_reward": -1.6056544780731201, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6056544780731201, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2028276026248932, + 0.15588325262069702, + 0.12357836961746216, + 0.04805190861225128, + 0.10175100713968277, + 0.03915906324982643, + 0.0704965889453888, + 0.055351622402668, + 0.0790400505065918, + 0.12386059015989304 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -1.6056544780731201 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28141725063323975 + ], + "opposite_logprob_tokens": [ + -1.4064172506332397 + ], + "logprob_reward": -0.28141725063323975, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28141725063323975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11930912733078003, + 0.038451358675956726, + 0.17395418882369995, + 0.4071124196052551, + 0.031218577176332474, + 0.01625928282737732, + 0.04305465519428253, + 0.027990367263555527, + 0.05355202034115791, + 0.08909798413515091 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.28141725063323975 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284944534301758 + ], + "opposite_logprob_tokens": [ + -2.0178494453430176 + ], + "logprob_reward": -0.14284944534301758, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14284944534301758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15250766277313232, + 0.0608733706176281, + 0.09629396349191666, + 0.2678772509098053, + 0.044036541134119034, + 0.04212440177798271, + 0.08827077597379684, + 0.038249898701906204, + 0.08045987039804459, + 0.1293063461780548 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.14284944534301758 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907599747180939 + ], + "opposite_logprob_tokens": [ + -2.464076042175293 + ], + "logprob_reward": -0.08907599747180939, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907599747180939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0858178362250328, + 0.05679560825228691, + 0.07660519331693649, + 0.11099477857351303, + 0.04699691757559776, + 0.0645742416381836, + 0.06625285744667053, + 0.061871547251939774, + 0.05121926963329315, + 0.37887173891067505 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.08907599747180939 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813822627067566 + ], + "opposite_logprob_tokens": [ + -1.4063823223114014 + ], + "logprob_reward": -0.2813822627067566, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813822627067566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2622804641723633, + 0.1649576723575592, + 0.10515863448381424, + 0.08063389360904694, + 0.11211168020963669, + 0.053158100694417953, + 0.031720999628305435, + 0.04957199841737747, + 0.07926877588033676, + 0.06113777309656143 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.2813822627067566 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shaky, handheld, medium-length shot captures a tense indoor confrontation, creating an atmosphere of rawness and immediacy. In the dimly lit room, a man in a crisp white button-down shirt, his collar unbuttoned, leans forward earnestly across a dark wooden table. He speaks rapidly, his face flushed, his hands moving in sharp, vigorous gestures to punctuate his words. A single, harsh, overhead light casts deep shadows on his features and the stark surroundings. Opposite him, a second man in a simple black crew-neck shirt sits, his posture even more composed. He slowly and deliberately turns his head, his gaze locked on the speaker, his expression focused and analytical. After a moment, he breaks eye contact and turns his head to the right of the frame, as if lost in thought. Then, with a steady, decisive movement, he raises his right arm and gently places his fingertips on the smooth, cool tabletop. This subtle gesture imbues the scene with a palpable, unspoken tension. The cool color temperature and high-contrast lighting enhance the dramatic, confrontational mood of the interaction.", + "seed": 24334, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_2/index_2051_seed_24334_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.5261644348502159, + "vlm_logprob": -0.5261644348502159, + "vlm_yes_no_margin": 0.975, + "vlm_token_credit": -0.5261644348502159, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8081791400909424 + ], + "opposite_logprob_tokens": [ + -0.18317914009094238 + ], + "logprob_reward": -1.8081791400909424, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8081791400909424, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09983040392398834, + 0.029231416061520576, + 0.4153892695903778, + 0.04092741757631302, + 0.019313568249344826, + 0.07150494307279587, + 0.04594040662050247, + 0.14079318940639496, + 0.041638344526290894, + 0.09543101489543915 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -1.8081791400909424 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521485388278961 + ], + "opposite_logprob_tokens": [ + -1.5021485090255737 + ], + "logprob_reward": -0.2521485388278961, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521485388278961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10247939079999924, + 0.2763826847076416, + 0.10063326358795166, + 0.0938706323504448, + 0.07231346517801285, + 0.060357920825481415, + 0.06505799293518066, + 0.09649206697940826, + 0.07890542596578598, + 0.05350714176893234 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.2521485388278961 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281554520130157 + ], + "opposite_logprob_tokens": [ + -2.017815589904785 + ], + "logprob_reward": -0.14281554520130157, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281554520130157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1191680058836937, + 0.24647042155265808, + 0.17199081182479858, + 0.042311593890190125, + 0.034232206642627716, + 0.027462007477879524, + 0.013367785140872002, + 0.25594207644462585, + 0.04381053149700165, + 0.045244600623846054 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.14281554520130157 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900849729776382 + ], + "opposite_logprob_tokens": [ + -2.5790085792541504 + ], + "logprob_reward": -0.07900849729776382, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900849729776382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04611048847436905, + 0.19329161942005157, + 0.21400152146816254, + 0.018749091774225235, + 0.02714104764163494, + 0.02010008506476879, + 0.022724702954292297, + 0.3566437065601349, + 0.04678718000650406, + 0.054450623691082 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.07900849729776382 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld in style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a crisp white button-down shirt with an unbuttoned collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a simple black crew-neck shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second man raise his right arm to place his fingertips on the smooth tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34867045283317566 + ], + "opposite_logprob_tokens": [ + -1.223670482635498 + ], + "logprob_reward": -0.34867045283317566, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34867045283317566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16855314373970032, + 0.09146299958229065, + 0.2538592517375946, + 0.07932448387145996, + 0.08950740844011307, + 0.06015915051102638, + 0.021361183375120163, + 0.1856209635734558, + 0.025833450257778168, + 0.024317996576428413 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.34867045283317566 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_3/index_tensor([5283, 5283])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_3/index_tensor([5283, 5283])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8335008e9075509af2eb79b0f705c46906cd853d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_3/index_tensor([5283, 5283])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle, wide shot sweeps across a magnificent stadium of kitchens, rendered in a vibrant, high-contrast anime style. The camera pans forward between two chefs, poised at gleaming, futuristic cooking stations. One chef, with spiky silver hair and crimson eyes, wears a stylish black chef's uniform; his opponent, with flowing dark blue hair and calm, focused eyes, wears a simple white suit. The background is filled with the roar and silhouettes of a vast crowd under dramatic spotlights. As the camera pans between them, the action explodes; their cooking movements become superhuman in classic anime exaggeration. Blades become a silver blur, leaving lines of motion and afterimages as they slice through ingredients with incredible speed and precision. Flames roar from the stovetop—no ordinary flames, but erupting in the style of dragons and phoenixes, illuminating the scene with a flickering, intense light. Ingredients are tossed into the air, hovering for a moment in defiance of gravity, before being diced mid-flight and landing perfectly into the sizzling pans. Then, as they carefully plate the final dish, the camera takes an extreme close-up of their faces; their expressive, anime-inspired eyes, narrowed in intense concentration, reflect the culinary battlefield. The silver-haired chef is surrounded by a crackling, fiery red aura, while his opponent is enveloped in a shimmering, electric blue halo, visually embodying their immense power and creating the atmosphere of an epic, high-stakes confrontation.", + "seed": 29021, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_3/index_5283_seed_29021_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05949332918971777, + "vlm_logprob": -0.05949332918971777, + "vlm_yes_no_margin": 3.324999952316284, + "vlm_token_credit": -0.05949332918971777, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1470770388841629 + ], + "opposite_logprob_tokens": [ + -2.0220770835876465 + ], + "logprob_reward": -0.1470770388841629, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1470770388841629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37909403443336487, + 0.09756425768136978, + 0.07237720489501953, + 0.04660092294216156, + 0.059327539056539536, + 0.032640114426612854, + 0.06621961295604706, + 0.031108340248465538, + 0.07880562543869019, + 0.13626231253147125 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.1470770388841629 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819678582251072 + ], + "opposite_logprob_tokens": [ + -4.0181965827941895 + ], + "logprob_reward": -0.01819678582251072, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01819678582251072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1448064148426056, + 0.0639883428812027, + 0.08662544190883636, + 0.06600795686244965, + 0.0516798160970211, + 0.03598828613758087, + 0.07700864970684052, + 0.02658800594508648, + 0.16902737319469452, + 0.27827978134155273 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.01819678582251072 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638276718556881 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638276718556881, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638276718556881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14207415282726288, + 0.05600528419017792, + 0.14909790456295013, + 0.14365997910499573, + 0.08961914479732513, + 0.03561149165034294, + 0.03663160279393196, + 0.02265196107327938, + 0.074997179210186, + 0.24965132772922516 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.008638276718556881 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282716050744057 + ], + "opposite_logprob_tokens": [ + -3.773282766342163 + ], + "logprob_reward": -0.023282716050744057, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282716050744057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30161842703819275, + 0.08113954961299896, + 0.11066648364067078, + 0.06879664212465286, + 0.039763759821653366, + 0.04763922467827797, + 0.08837650716304779, + 0.03681624308228493, + 0.08155056834220886, + 0.14363256096839905 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.023282716050744057 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10027182847261429 + ], + "opposite_logprob_tokens": [ + -2.3502719402313232 + ], + "logprob_reward": -0.10027182847261429, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10027182847261429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13437087833881378, + 0.06076774746179581, + 0.06222069635987282, + 0.04194634035229683, + 0.05038939043879509, + 0.02210800163447857, + 0.08091830462217331, + 0.09485308825969696, + 0.17337293922901154, + 0.27905258536338806 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.10027182847261429 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle, wide shot sweeps across a magnificent stadium of kitchens, rendered in a vibrant, high-contrast anime style. The camera pans forward between two chefs, poised at gleaming, futuristic cooking stations. One chef, with spiky silver hair and crimson eyes, wears a stylish black chef's uniform; his opponent, with flowing dark blue hair and calm, focused eyes, wears a simple white suit. The background is filled with the roar and silhouettes of a vast crowd under dramatic spotlights. As the camera pans between them, the action explodes; their cooking movements become superhuman in classic anime exaggeration. Blades become a silver blur, leaving lines of motion and afterimages as they slice through ingredients with incredible speed and precision. Flames roar from the stovetop—no ordinary flames, but erupting in the style of dragons and phoenixes, illuminating the scene with a flickering, intense light. Ingredients are tossed into the air, hovering for a moment in defiance of gravity, before being diced mid-flight and landing perfectly into the sizzling pans. Then, as they carefully plate the final dish, the camera takes an extreme close-up of their faces; their expressive, anime-inspired eyes, narrowed in intense concentration, reflect the culinary battlefield. The silver-haired chef is surrounded by a crackling, fiery red aura, while his opponent is enveloped in a shimmering, electric blue halo, visually embodying their immense power and creating the atmosphere of an epic, high-stakes confrontation.", + "seed": 29022, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_3/index_5283_seed_29022_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0486188602168113, + "vlm_logprob": -0.0486188602168113, + "vlm_yes_no_margin": 3.5249999523162843, + "vlm_token_credit": -0.0486188602168113, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0829208567738533 + ], + "opposite_logprob_tokens": [ + -2.582920789718628 + ], + "logprob_reward": -0.0829208567738533, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0829208567738533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3957487940788269, + 0.04634298384189606, + 0.06802935898303986, + 0.03955432400107384, + 0.051318325102329254, + 0.0871850773692131, + 0.06852810829877853, + 0.057258300483226776, + 0.09360154718160629, + 0.09243310242891312 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0829208567738533 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038108889013528824 + ], + "opposite_logprob_tokens": [ + -3.2881088256835938 + ], + "logprob_reward": -0.038108889013528824, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038108889013528824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4391588270664215, + 0.034380026161670685, + 0.034404899924993515, + 0.025191403925418854, + 0.012008429504930973, + 0.024533845484256744, + 0.02092157118022442, + 0.015662752091884613, + 0.15002624690532684, + 0.2437119334936142 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.038108889013528824 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615867579355836 + ], + "opposite_logprob_tokens": [ + -5.628615856170654 + ], + "logprob_reward": -0.003615867579355836, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615867579355836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5758955478668213, + 0.04652097448706627, + 0.03952917829155922, + 0.04944482073187828, + 0.027031511068344116, + 0.035125162452459335, + 0.028473056852817535, + 0.043199095875024796, + 0.10237135738134384, + 0.052409183233976364 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.003615867579355836 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818203739821911 + ], + "opposite_logprob_tokens": [ + -4.018181800842285 + ], + "logprob_reward": -0.01818203739821911, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818203739821911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5339201092720032, + 0.07305452972650528, + 0.079334557056427, + 0.06074928864836693, + 0.031871505081653595, + 0.031333573162555695, + 0.024634044617414474, + 0.01670999638736248, + 0.05077342689037323, + 0.09761898964643478 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.01818203739821911 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10026665031909943 + ], + "opposite_logprob_tokens": [ + -2.350266695022583 + ], + "logprob_reward": -0.10026665031909943, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10026665031909943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17491836845874786, + 0.06314542889595032, + 0.11114860326051712, + 0.038078002631664276, + 0.06310125440359116, + 0.0702589675784111, + 0.09494661539793015, + 0.047919485718011856, + 0.18419037759304047, + 0.15229295194149017 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.10026665031909943 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle, wide shot sweeps across a magnificent stadium of kitchens, rendered in a vibrant, high-contrast anime style. The camera pans forward between two chefs, poised at gleaming, futuristic cooking stations. One chef, with spiky silver hair and crimson eyes, wears a stylish black chef's uniform; his opponent, with flowing dark blue hair and calm, focused eyes, wears a simple white suit. The background is filled with the roar and silhouettes of a vast crowd under dramatic spotlights. As the camera pans between them, the action explodes; their cooking movements become superhuman in classic anime exaggeration. Blades become a silver blur, leaving lines of motion and afterimages as they slice through ingredients with incredible speed and precision. Flames roar from the stovetop—no ordinary flames, but erupting in the style of dragons and phoenixes, illuminating the scene with a flickering, intense light. Ingredients are tossed into the air, hovering for a moment in defiance of gravity, before being diced mid-flight and landing perfectly into the sizzling pans. Then, as they carefully plate the final dish, the camera takes an extreme close-up of their faces; their expressive, anime-inspired eyes, narrowed in intense concentration, reflect the culinary battlefield. The silver-haired chef is surrounded by a crackling, fiery red aura, while his opponent is enveloped in a shimmering, electric blue halo, visually embodying their immense power and creating the atmosphere of an epic, high-stakes confrontation.", + "seed": 29023, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_3/index_5283_seed_29023_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07165452605113387, + "vlm_logprob": -0.07165452605113387, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.07165452605113387, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1672944873571396 + ], + "opposite_logprob_tokens": [ + -1.9172945022583008 + ], + "logprob_reward": -0.1672944873571396, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1672944873571396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11444979161024094, + 0.03794148564338684, + 0.04765753448009491, + 0.38987571001052856, + 0.05307908356189728, + 0.07053248584270477, + 0.03659042343497276, + 0.12181921303272247, + 0.06383892148733139, + 0.06421532481908798 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.1672944873571396 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866465553641319 + ], + "opposite_logprob_tokens": [ + -3.0486645698547363 + ], + "logprob_reward": -0.04866465553641319, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866465553641319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053367823362350464, + 0.016761992126703262, + 0.031503938138484955, + 0.44944384694099426, + 0.016128169372677803, + 0.042207732796669006, + 0.04658183082938194, + 0.13537073135375977, + 0.06639859080314636, + 0.14223533868789673 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.04866465553641319 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464076129719615 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.00464076129719615, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464076129719615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0857773944735527, + 0.03974787890911102, + 0.03537420928478241, + 0.5089118480682373, + 0.04394514486193657, + 0.025063294917345047, + 0.02472541667521, + 0.14974521100521088, + 0.04674015939235687, + 0.039969440549612045 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.00464076129719615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866499826312065 + ], + "opposite_logprob_tokens": [ + -3.0486650466918945 + ], + "logprob_reward": -0.04866499826312065, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866499826312065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12721897661685944, + 0.06266427785158157, + 0.0520712286233902, + 0.32981157302856445, + 0.056197863072156906, + 0.10099826008081436, + 0.04529722034931183, + 0.1270151138305664, + 0.05883440747857094, + 0.03989113122224808 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.04866499826312065 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900772780179977 + ], + "opposite_logprob_tokens": [ + -2.464007616043091 + ], + "logprob_reward": -0.08900772780179977, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900772780179977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07018380612134933, + 0.03189950808882713, + 0.03955700248479843, + 0.3146776258945465, + 0.05297030881047249, + 0.06918428093194962, + 0.05177490785717964, + 0.23725160956382751, + 0.09885285049676895, + 0.033648211508989334 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.08900772780179977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle, wide shot sweeps across a magnificent stadium of kitchens, rendered in a vibrant, high-contrast anime style. The camera pans forward between two chefs, poised at gleaming, futuristic cooking stations. One chef, with spiky silver hair and crimson eyes, wears a stylish black chef's uniform; his opponent, with flowing dark blue hair and calm, focused eyes, wears a simple white suit. The background is filled with the roar and silhouettes of a vast crowd under dramatic spotlights. As the camera pans between them, the action explodes; their cooking movements become superhuman in classic anime exaggeration. Blades become a silver blur, leaving lines of motion and afterimages as they slice through ingredients with incredible speed and precision. Flames roar from the stovetop—no ordinary flames, but erupting in the style of dragons and phoenixes, illuminating the scene with a flickering, intense light. Ingredients are tossed into the air, hovering for a moment in defiance of gravity, before being diced mid-flight and landing perfectly into the sizzling pans. Then, as they carefully plate the final dish, the camera takes an extreme close-up of their faces; their expressive, anime-inspired eyes, narrowed in intense concentration, reflect the culinary battlefield. The silver-haired chef is surrounded by a crackling, fiery red aura, while his opponent is enveloped in a shimmering, electric blue halo, visually embodying their immense power and creating the atmosphere of an epic, high-stakes confrontation.", + "seed": 29024, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_3/index_5283_seed_29024_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.051653323229402304, + "vlm_logprob": -0.051653323229402304, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.051653323229402304, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18241308629512787 + ], + "opposite_logprob_tokens": [ + -1.807413101196289 + ], + "logprob_reward": -0.18241308629512787, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18241308629512787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2850150763988495, + 0.06963768601417542, + 0.057819806039333344, + 0.11829373985528946, + 0.047646671533584595, + 0.09302236884832382, + 0.07333768904209137, + 0.06202574074268341, + 0.08850455284118652, + 0.10469668358564377 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.18241308629512787 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556072324514389 + ], + "opposite_logprob_tokens": [ + -4.387556076049805 + ], + "logprob_reward": -0.012556072324514389, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556072324514389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2044646292924881, + 0.07536602765321732, + 0.05056777596473694, + 0.06170470640063286, + 0.0555485375225544, + 0.04715102165937424, + 0.06927257776260376, + 0.06534146517515182, + 0.1334696263074875, + 0.2371135950088501 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.012556072324514389 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463838828727603 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.00463838828727603, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463838828727603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21996822953224182, + 0.10548434406518936, + 0.11301358789205551, + 0.12823431193828583, + 0.07733090221881866, + 0.039864327758550644, + 0.0649813637137413, + 0.035615403205156326, + 0.11574622243642807, + 0.09976131469011307 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.00463838828727603 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020575884729623795 + ], + "opposite_logprob_tokens": [ + -3.895576000213623 + ], + "logprob_reward": -0.020575884729623795, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020575884729623795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14874368906021118, + 0.1338360458612442, + 0.08922508358955383, + 0.10470562428236008, + 0.11313077807426453, + 0.10260769724845886, + 0.07030067592859268, + 0.04150627180933952, + 0.09049811214208603, + 0.1054459884762764 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.020575884729623795 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stadium of kitchens rendered in a vibrant, high-contrast anime style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two chefs visible, one with spiky silver hair and crimson eyes in a black uniform, and the other with flowing dark blue hair in a white suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the chefs perform superhuman cooking actions with blades appearing as silver blurs and ingredients hovering in defiance of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the flames erupting from the stovetops in the style of dragons and phoenixes, illuminating the scene with flickering light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle wide shot panning forward, then transition to an extreme close-up of the chefs' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808318451046944 + ], + "opposite_logprob_tokens": [ + -3.288083076477051 + ], + "logprob_reward": -0.03808318451046944, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808318451046944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23053140938282013, + 0.05554887652397156, + 0.0659729614853859, + 0.04747157171368599, + 0.028410127386450768, + 0.032915059477090836, + 0.08038366585969925, + 0.04200679063796997, + 0.26932448148727417, + 0.14743506908416748 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.03808318451046944 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_4/index_tensor([5282, 5282])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_4/index_tensor([5282, 5282])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6c4e2c6086216e60255482545a6c7b5718060eec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_4/index_tensor([5282, 5282])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme close-up, the camera remains completely still, adhering strictly to Hirohiko Araki's signature high-contrast lighting style, capturing a meticulously crafted Swiss watch. A sharp, piercing spotlight shines from above and sideways, outlining the watch's cool silhouette against a stark black background. Its polished steel case and bracelet reflect piercing highlights while casting dramatic, hard shadows. Initially, the watch appears flawless, its deep black dial, its silver sword-shaped hands and three-dimensional metal hour markers clearly visible beneath the sapphire crystal. Suddenly, an unnatural transformation begins: the mirror-like metallic sheen of the case rapidly dims, as if enveloped by an invisible mist, and the highlights vanish in an instant. Then, the steadily sweeping second hand freezes with an unnatural pause, remaining stationary alongside the hour and minute hands at a single, distinct mark in time. Then, a petrification process erupts from within. Beginning at the center of the dial, the dark grey, ancient rock texture, riddled with tiny cracks and grain, rapidly spreads, relentlessly eroding and devouring the delicate hour markers and indices, completely covering the smooth dial with a rough, rocky texture. This petrifying force continues outward, flowing across the bezel, creeping up the lugs, and creeping along the seams of each stainless steel bracelet, solidifying the once flexible metal links into a single, rigid mass of stone. Throughout the single shot, the light and shadow effects become increasingly eerie, with unnatural, intensely saturated hues of purple and cyan seeping through the edges of light and deep within shadows. Ultimately, this timepiece, a symbol of precision and eternity, is transformed into a lifeless, watch-like rock sculpture, silently suspended in the darkness, creating an ominous, tense atmosphere of time sealed in its tracks.", + "seed": 5514, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_4/index_5282_seed_5514_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.491433737333864, + "vlm_logprob": -0.491433737333864, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.491433737333864, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.3509278297424316 + ], + "opposite_logprob_tokens": [ + -0.10092779248952866 + ], + "logprob_reward": -2.3509278297424316, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.3509278297424316, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18709422647953033, + 0.10931231826543808, + 0.0841166228055954, + 0.046472955495119095, + 0.1017506793141365, + 0.055815357714891434, + 0.09872227162122726, + 0.1053772047162056, + 0.071522556245327, + 0.13981574773788452 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -2.3509278297424316 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04877195507287979 + ], + "opposite_logprob_tokens": [ + -3.048771858215332 + ], + "logprob_reward": -0.04877195507287979, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04877195507287979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1556846797466278, + 0.08006783574819565, + 0.031506095081567764, + 0.0704897791147232, + 0.14884962141513824, + 0.10926280170679092, + 0.08414506912231445, + 0.11452523618936539, + 0.06909380853176117, + 0.13637501001358032 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.04877195507287979 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01611446961760521 + ], + "opposite_logprob_tokens": [ + -4.141114234924316 + ], + "logprob_reward": -0.01611446961760521, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01611446961760521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1448897272348404, + 0.08768757432699203, + 0.06457643955945969, + 0.062026821076869965, + 0.2844754755496979, + 0.05163617432117462, + 0.06570225954055786, + 0.060447536408901215, + 0.10489261150360107, + 0.07366527616977692 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.01611446961760521 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007640424650162458 + ], + "opposite_logprob_tokens": [ + -4.882640361785889 + ], + "logprob_reward": -0.007640424650162458, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007640424650162458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09501811861991882, + 0.03621315211057663, + 0.03801630437374115, + 0.026117952540516853, + 0.19895797967910767, + 0.05394547060132027, + 0.03812096640467644, + 0.06632497906684875, + 0.22703959047794342, + 0.22024551033973694 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.007640424650162458 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371400758624077 + ], + "opposite_logprob_tokens": [ + -3.4087140560150146 + ], + "logprob_reward": -0.03371400758624077, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371400758624077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15762320160865784, + 0.11075551062822342, + 0.030467143282294273, + 0.04714198783040047, + 0.060099635273218155, + 0.08286185562610626, + 0.0967453271150589, + 0.06620626151561737, + 0.10895303636789322, + 0.23914596438407898 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.03371400758624077 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains completely still, adhering strictly to Hirohiko Araki's signature high-contrast lighting style, capturing a meticulously crafted Swiss watch. A sharp, piercing spotlight shines from above and sideways, outlining the watch's cool silhouette against a stark black background. Its polished steel case and bracelet reflect piercing highlights while casting dramatic, hard shadows. Initially, the watch appears flawless, its deep black dial, its silver sword-shaped hands and three-dimensional metal hour markers clearly visible beneath the sapphire crystal. Suddenly, an unnatural transformation begins: the mirror-like metallic sheen of the case rapidly dims, as if enveloped by an invisible mist, and the highlights vanish in an instant. Then, the steadily sweeping second hand freezes with an unnatural pause, remaining stationary alongside the hour and minute hands at a single, distinct mark in time. Then, a petrification process erupts from within. Beginning at the center of the dial, the dark grey, ancient rock texture, riddled with tiny cracks and grain, rapidly spreads, relentlessly eroding and devouring the delicate hour markers and indices, completely covering the smooth dial with a rough, rocky texture. This petrifying force continues outward, flowing across the bezel, creeping up the lugs, and creeping along the seams of each stainless steel bracelet, solidifying the once flexible metal links into a single, rigid mass of stone. Throughout the single shot, the light and shadow effects become increasingly eerie, with unnatural, intensely saturated hues of purple and cyan seeping through the edges of light and deep within shadows. Ultimately, this timepiece, a symbol of precision and eternity, is transformed into a lifeless, watch-like rock sculpture, silently suspended in the darkness, creating an ominous, tense atmosphere of time sealed in its tracks.", + "seed": 5515, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_4/index_5282_seed_5515_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -1.0132020235061645, + "vlm_logprob": -1.0132020235061645, + "vlm_yes_no_margin": 1.775, + "vlm_token_credit": -1.0132020235061645, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -4.883347511291504 + ], + "opposite_logprob_tokens": [ + -0.008347383700311184 + ], + "logprob_reward": -4.883347511291504, + "yes_no_margin_reward": -4.875, + "token_credit_reward": -4.883347511291504, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07809170335531235, + 0.07773496955633163, + 0.017932357266545296, + 0.03837021812796593, + 0.02741672657430172, + 0.18285609781742096, + 0.13613028824329376, + 0.3511180579662323, + 0.062271565198898315, + 0.028078000992536545 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -4.883347511291504 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08947133272886276 + ], + "opposite_logprob_tokens": [ + -2.4644713401794434 + ], + "logprob_reward": -0.08947133272886276, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08947133272886276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1362759917974472, + 0.08438443392515182, + 0.021419240161776543, + 0.18536238372325897, + 0.051298320293426514, + 0.1881525069475174, + 0.08039117604494095, + 0.17615218460559845, + 0.03675999864935875, + 0.03980374336242676 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.08947133272886276 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023426542058587074 + ], + "opposite_logprob_tokens": [ + -3.7734265327453613 + ], + "logprob_reward": -0.023426542058587074, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023426542058587074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08689180016517639, + 0.05126294121146202, + 0.019116796553134918, + 0.037772905081510544, + 0.026904920116066933, + 0.21681761741638184, + 0.09937546402215958, + 0.29795128107070923, + 0.10974318534135818, + 0.054163139313459396 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.023426542058587074 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076711829751729965 + ], + "opposite_logprob_tokens": [ + -4.882671356201172 + ], + "logprob_reward": -0.0076711829751729965, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076711829751729965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05698593705892563, + 0.057216472923755646, + 0.013356323353946209, + 0.04709271714091301, + 0.03758707270026207, + 0.17908376455307007, + 0.12411282956600189, + 0.2799411118030548, + 0.1323552280664444, + 0.0722685307264328 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.0076711829751729965 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062093548476696014 + ], + "opposite_logprob_tokens": [ + -2.812093496322632 + ], + "logprob_reward": -0.062093548476696014, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062093548476696014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1674923300743103, + 0.04347684234380722, + 0.022233249619603157, + 0.0366111695766449, + 0.030808134004473686, + 0.046555228531360626, + 0.0910305455327034, + 0.1389051079750061, + 0.38205039501190186, + 0.04083709046244621 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.062093548476696014 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains completely still, adhering strictly to Hirohiko Araki's signature high-contrast lighting style, capturing a meticulously crafted Swiss watch. A sharp, piercing spotlight shines from above and sideways, outlining the watch's cool silhouette against a stark black background. Its polished steel case and bracelet reflect piercing highlights while casting dramatic, hard shadows. Initially, the watch appears flawless, its deep black dial, its silver sword-shaped hands and three-dimensional metal hour markers clearly visible beneath the sapphire crystal. Suddenly, an unnatural transformation begins: the mirror-like metallic sheen of the case rapidly dims, as if enveloped by an invisible mist, and the highlights vanish in an instant. Then, the steadily sweeping second hand freezes with an unnatural pause, remaining stationary alongside the hour and minute hands at a single, distinct mark in time. Then, a petrification process erupts from within. Beginning at the center of the dial, the dark grey, ancient rock texture, riddled with tiny cracks and grain, rapidly spreads, relentlessly eroding and devouring the delicate hour markers and indices, completely covering the smooth dial with a rough, rocky texture. This petrifying force continues outward, flowing across the bezel, creeping up the lugs, and creeping along the seams of each stainless steel bracelet, solidifying the once flexible metal links into a single, rigid mass of stone. Throughout the single shot, the light and shadow effects become increasingly eerie, with unnatural, intensely saturated hues of purple and cyan seeping through the edges of light and deep within shadows. Ultimately, this timepiece, a symbol of precision and eternity, is transformed into a lifeless, watch-like rock sculpture, silently suspended in the darkness, creating an ominous, tense atmosphere of time sealed in its tracks.", + "seed": 5516, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_4/index_5282_seed_5516_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5053347058594226, + "vlm_logprob": -0.5053347058594226, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.5053347058594226, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.3508875370025635 + ], + "opposite_logprob_tokens": [ + -0.1008874848484993 + ], + "logprob_reward": -2.3508875370025635, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.3508875370025635, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08476783335208893, + 0.0838271751999855, + 0.022664763033390045, + 0.034711550921201706, + 0.056681644171476364, + 0.23514610528945923, + 0.18877609074115753, + 0.16147075593471527, + 0.03455737233161926, + 0.09739671647548676 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -2.3508875370025635 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11307906359434128 + ], + "opposite_logprob_tokens": [ + -2.238079071044922 + ], + "logprob_reward": -0.11307906359434128, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11307906359434128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041156377643346786, + 0.10792461037635803, + 0.033622827380895615, + 0.05148550122976303, + 0.025157228112220764, + 0.09559470415115356, + 0.05800728127360344, + 0.08828085660934448, + 0.09306749701499939, + 0.405703067779541 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.11307906359434128 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023332329466938972 + ], + "opposite_logprob_tokens": [ + -3.773332357406616 + ], + "logprob_reward": -0.023332329466938972, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023332329466938972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04111431539058685, + 0.04085439071059227, + 0.022506726905703545, + 0.04119642451405525, + 0.027491310611367226, + 0.12831147015094757, + 0.32495978474617004, + 0.19300703704357147, + 0.04010799527168274, + 0.1404506117105484 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.023332329466938972 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608303189277649 + ], + "opposite_logprob_tokens": [ + -4.141083240509033 + ], + "logprob_reward": -0.01608303189277649, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608303189277649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05316062644124031, + 0.05274404212832451, + 0.03697414696216583, + 0.05326078087091446, + 0.04391779005527496, + 0.11894091218709946, + 0.13094425201416016, + 0.22267964482307434, + 0.23405858874320984, + 0.05331924185156822 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.01608303189277649 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291567340493202 + ], + "opposite_logprob_tokens": [ + -3.77329158782959 + ], + "logprob_reward": -0.023291567340493202, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291567340493202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060615379363298416, + 0.15568923950195312, + 0.024303574115037918, + 0.03424214571714401, + 0.03611472249031067, + 0.1995178908109665, + 0.1342363953590393, + 0.09994123876094818, + 0.06796626001596451, + 0.18737313151359558 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.023291567340493202 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains completely still, adhering strictly to Hirohiko Araki's signature high-contrast lighting style, capturing a meticulously crafted Swiss watch. A sharp, piercing spotlight shines from above and sideways, outlining the watch's cool silhouette against a stark black background. Its polished steel case and bracelet reflect piercing highlights while casting dramatic, hard shadows. Initially, the watch appears flawless, its deep black dial, its silver sword-shaped hands and three-dimensional metal hour markers clearly visible beneath the sapphire crystal. Suddenly, an unnatural transformation begins: the mirror-like metallic sheen of the case rapidly dims, as if enveloped by an invisible mist, and the highlights vanish in an instant. Then, the steadily sweeping second hand freezes with an unnatural pause, remaining stationary alongside the hour and minute hands at a single, distinct mark in time. Then, a petrification process erupts from within. Beginning at the center of the dial, the dark grey, ancient rock texture, riddled with tiny cracks and grain, rapidly spreads, relentlessly eroding and devouring the delicate hour markers and indices, completely covering the smooth dial with a rough, rocky texture. This petrifying force continues outward, flowing across the bezel, creeping up the lugs, and creeping along the seams of each stainless steel bracelet, solidifying the once flexible metal links into a single, rigid mass of stone. Throughout the single shot, the light and shadow effects become increasingly eerie, with unnatural, intensely saturated hues of purple and cyan seeping through the edges of light and deep within shadows. Ultimately, this timepiece, a symbol of precision and eternity, is transformed into a lifeless, watch-like rock sculpture, silently suspended in the darkness, creating an ominous, tense atmosphere of time sealed in its tracks.", + "seed": 5517, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_4/index_5282_seed_5517_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.44510046057403085, + "vlm_logprob": -0.44510046057403085, + "vlm_yes_no_margin": 2.6500000238418577, + "vlm_token_credit": -0.44510046057403085, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.127345561981201 + ], + "opposite_logprob_tokens": [ + -0.12734565138816833 + ], + "logprob_reward": -2.127345561981201, + "yes_no_margin_reward": -1.9999998807907104, + "token_credit_reward": -2.127345561981201, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13882198929786682, + 0.11436637490987778, + 0.08736423403024673, + 0.10777302086353302, + 0.15452726185321808, + 0.09524290263652802, + 0.10410893708467484, + 0.0711636021733284, + 0.06322217732667923, + 0.06340952962636948 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -2.127345561981201 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04314092919230461 + ], + "opposite_logprob_tokens": [ + -3.1681408882141113 + ], + "logprob_reward": -0.04314092919230461, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04314092919230461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17051126062870026, + 0.14740000665187836, + 0.08795037865638733, + 0.12826544046401978, + 0.09526024013757706, + 0.1252291202545166, + 0.043228182941675186, + 0.045481372624635696, + 0.09422731399536133, + 0.062446705996990204 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04314092919230461 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02639635279774666 + ], + "opposite_logprob_tokens": [ + -3.6513962745666504 + ], + "logprob_reward": -0.02639635279774666, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02639635279774666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1688259094953537, + 0.099394790828228, + 0.0570264495909214, + 0.1105630025267601, + 0.1370043009519577, + 0.08239296823740005, + 0.053694359958171844, + 0.05147184804081917, + 0.1356951892375946, + 0.10393122583627701 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.02639635279774666 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078690066933632 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.016078690066933632, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078690066933632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19918134808540344, + 0.11283398419618607, + 0.06574738770723343, + 0.08932732045650482, + 0.12964926660060883, + 0.10045203566551208, + 0.0507754385471344, + 0.04475763440132141, + 0.08117171376943588, + 0.12610392272472382 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.016078690066933632 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up that remains completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene feature a sharp spotlight shining from above and sideways against a stark black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch initially display a polished steel case, a deep black dial, silver sword-shaped hands, and sapphire crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the watch transforming from metal to a rough, dark grey rock texture with cracks spreading from the dial outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lighting effects include unnatural, intensely saturated hues of purple and cyan seeping through the light and shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540768831968307 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540768831968307, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540768831968307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10627110302448273, + 0.07622430473566055, + 0.09130195528268814, + 0.0884338989853859, + 0.05746472254395485, + 0.11910430341959, + 0.03417276218533516, + 0.09729956835508347, + 0.11676209419965744, + 0.21296529471874237 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.012540768831968307 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_5/index_tensor([6077, 6077])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_5/index_tensor([6077, 6077])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4fb584ee1d4e59005753aacb1633175a79b4b303 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_5/index_tensor([6077, 6077])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures two researchers, one female and one male, engaged in an intense conversation within a gleaming, state-of-the-art laboratory. The woman, her graying hair pulled back in a neat bun, wears a navy shirt over a crisp white lab coat. Leaning slightly forward at a stainless steel workbench, she speaks with a focused urgency, punctuated by precise, deliberate gestures with her right hand. Across from her, a young man with short, dark hair and goggles listens intently, his own white lab coat slightly unbuttoned over a simple gray T-shirt, his brow furrowed in concentration. In the background, a meticulously organized array of scientific instruments hums quietly: glass beakers and flasks catch the light, while intricate machinery hums quietly with softly glowing blue and green digital displays. The entire scene is illuminated by bright, cool overhead LED lighting, casting sharp, clean reflections on the polished floor and metal surfaces. Their exchange is captured with the hyper-real fluidity of high-frame-rate recording; every subtle shift in expression, the quick flick of the woman’s eyes to the monitor, and the man’s slow, thoughtful nod, is rendered with crystal clarity and fluid motion, without a trace of blur, creating an air of palpable intellectual tension and collaborative focus.", + "seed": 19432, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_5/index_6077_seed_19432_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.019094232562929393, + "vlm_logprob": -0.019094232562929393, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.019094232562929393, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010053709149360657 + ], + "opposite_logprob_tokens": [ + -4.635053634643555 + ], + "logprob_reward": -0.010053709149360657, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010053709149360657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3175859749317169, + 0.10742639005184174, + 0.10195714980363846, + 0.044055722653865814, + 0.04356272891163826, + 0.026369307190179825, + 0.06346745789051056, + 0.07104049623012543, + 0.10608828812837601, + 0.118446484208107 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.010053709149360657 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820310764014721 + ], + "opposite_logprob_tokens": [ + -4.018203258514404 + ], + "logprob_reward": -0.01820310764014721, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820310764014721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23626935482025146, + 0.15064571797847748, + 0.09996560961008072, + 0.03550494834780693, + 0.03612248972058296, + 0.029505014419555664, + 0.054221127182245255, + 0.14665061235427856, + 0.02603045105934143, + 0.18508471548557281 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.01820310764014721 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029807347804307938 + ], + "opposite_logprob_tokens": [ + -3.5298073291778564 + ], + "logprob_reward": -0.029807347804307938, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029807347804307938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33833691477775574, + 0.1094987764954567, + 0.07466118037700653, + 0.03964366018772125, + 0.027426106855273247, + 0.022053811699151993, + 0.046858321875333786, + 0.06436916440725327, + 0.041473593562841415, + 0.23567849397659302 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.029807347804307938 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622560951858759 + ], + "opposite_logprob_tokens": [ + -4.882622718811035 + ], + "logprob_reward": -0.007622560951858759, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622560951858759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5278610587120056, + 0.19058293104171753, + 0.08266258239746094, + 0.01718706637620926, + 0.016142169013619423, + 0.015441463328897953, + 0.023418691009283066, + 0.034606095403432846, + 0.019604286178946495, + 0.07249368727207184 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007622560951858759 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029784437268972397 + ], + "opposite_logprob_tokens": [ + -3.5297844409942627 + ], + "logprob_reward": -0.029784437268972397, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029784437268972397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3576439321041107, + 0.17154096066951752, + 0.1403070092201233, + 0.03198573365807533, + 0.03802008554339409, + 0.01873396337032318, + 0.04594073072075844, + 0.06017903611063957, + 0.03317981958389282, + 0.10246874392032623 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.029784437268972397 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures two researchers, one female and one male, engaged in an intense conversation within a gleaming, state-of-the-art laboratory. The woman, her graying hair pulled back in a neat bun, wears a navy shirt over a crisp white lab coat. Leaning slightly forward at a stainless steel workbench, she speaks with a focused urgency, punctuated by precise, deliberate gestures with her right hand. Across from her, a young man with short, dark hair and goggles listens intently, his own white lab coat slightly unbuttoned over a simple gray T-shirt, his brow furrowed in concentration. In the background, a meticulously organized array of scientific instruments hums quietly: glass beakers and flasks catch the light, while intricate machinery hums quietly with softly glowing blue and green digital displays. The entire scene is illuminated by bright, cool overhead LED lighting, casting sharp, clean reflections on the polished floor and metal surfaces. Their exchange is captured with the hyper-real fluidity of high-frame-rate recording; every subtle shift in expression, the quick flick of the woman’s eyes to the monitor, and the man’s slow, thoughtful nod, is rendered with crystal clarity and fluid motion, without a trace of blur, creating an air of palpable intellectual tension and collaborative focus.", + "seed": 19433, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_5/index_6077_seed_19433_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.018660747446119785, + "vlm_logprob": -0.018660747446119785, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.018660747446119785, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007038441486656666 + ], + "opposite_logprob_tokens": [ + -5.007038593292236 + ], + "logprob_reward": -0.007038441486656666, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007038441486656666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34360602498054504, + 0.1396646946668625, + 0.08790715038776398, + 0.07557787746191025, + 0.1211806982755661, + 0.07835093885660172, + 0.03979319706559181, + 0.03866395726799965, + 0.039779163897037506, + 0.03547630086541176 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.007038441486656666 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607704907655716 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.01607704907655716, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607704907655716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5085983276367188, + 0.0955645740032196, + 0.10236022621393204, + 0.1012660562992096, + 0.052465859800577164, + 0.0642358586192131, + 0.019353890791535378, + 0.015412844717502594, + 0.018259292468428612, + 0.02248314395546913 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.01607704907655716 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634306065738201 + ], + "opposite_logprob_tokens": [ + -3.6513431072235107 + ], + "logprob_reward": -0.02634306065738201, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634306065738201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28033939003944397, + 0.1603645384311676, + 0.09347374737262726, + 0.10630528628826141, + 0.055587854236364365, + 0.08654412627220154, + 0.04794779792428017, + 0.06264792382717133, + 0.06628314405679703, + 0.04050617292523384 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.02634306065738201 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023277126252651215 + ], + "opposite_logprob_tokens": [ + -3.7732770442962646 + ], + "logprob_reward": -0.023277126252651215, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023277126252651215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.638637125492096, + 0.13112761080265045, + 0.025882694870233536, + 0.036033254116773605, + 0.03982352092862129, + 0.024184508249163628, + 0.025673067197203636, + 0.02275542914867401, + 0.01866052858531475, + 0.03722226247191429 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.023277126252651215 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020568059757351875 + ], + "opposite_logprob_tokens": [ + -3.8955681324005127 + ], + "logprob_reward": -0.020568059757351875, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020568059757351875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3571411967277527, + 0.12983214855194092, + 0.09895260632038116, + 0.12004318833351135, + 0.04161885380744934, + 0.03171224892139435, + 0.03204750269651413, + 0.042288657277822495, + 0.05219452455639839, + 0.09416906535625458 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.020568059757351875 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures two researchers, one female and one male, engaged in an intense conversation within a gleaming, state-of-the-art laboratory. The woman, her graying hair pulled back in a neat bun, wears a navy shirt over a crisp white lab coat. Leaning slightly forward at a stainless steel workbench, she speaks with a focused urgency, punctuated by precise, deliberate gestures with her right hand. Across from her, a young man with short, dark hair and goggles listens intently, his own white lab coat slightly unbuttoned over a simple gray T-shirt, his brow furrowed in concentration. In the background, a meticulously organized array of scientific instruments hums quietly: glass beakers and flasks catch the light, while intricate machinery hums quietly with softly glowing blue and green digital displays. The entire scene is illuminated by bright, cool overhead LED lighting, casting sharp, clean reflections on the polished floor and metal surfaces. Their exchange is captured with the hyper-real fluidity of high-frame-rate recording; every subtle shift in expression, the quick flick of the woman’s eyes to the monitor, and the man’s slow, thoughtful nod, is rendered with crystal clarity and fluid motion, without a trace of blur, creating an air of palpable intellectual tension and collaborative focus.", + "seed": 19434, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_5/index_6077_seed_19434_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04349367618560791, + "vlm_logprob": -0.04349367618560791, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.04349367618560791, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02668691799044609 + ], + "opposite_logprob_tokens": [ + -3.651686906814575 + ], + "logprob_reward": -0.02668691799044609, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02668691799044609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7338846921920776, + 0.08979429304599762, + 0.02623695693910122, + 0.014904899522662163, + 0.015258059836924076, + 0.0338478609919548, + 0.021337026730179787, + 0.023197224363684654, + 0.016344109550118446, + 0.02519490011036396 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.02668691799044609 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812094032764435 + ], + "opposite_logprob_tokens": [ + -3.288120985031128 + ], + "logprob_reward": -0.03812094032764435, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812094032764435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5674570202827454, + 0.10756108909845352, + 0.028543727472424507, + 0.0355229452252388, + 0.02868250012397766, + 0.11984877288341522, + 0.03155971318483353, + 0.03611914813518524, + 0.019901691004633904, + 0.02480350434780121 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.03812094032764435 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306225851178169 + ], + "opposite_logprob_tokens": [ + -3.168062210083008 + ], + "logprob_reward": -0.04306225851178169, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306225851178169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7132182121276855, + 0.0960250273346901, + 0.024120144546031952, + 0.03745372220873833, + 0.019946789368987083, + 0.019170276820659637, + 0.019517866894602776, + 0.02531924843788147, + 0.018214544281363487, + 0.027014223858714104 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04306225851178169 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903008699417114 + ], + "opposite_logprob_tokens": [ + -2.4640300273895264 + ], + "logprob_reward": -0.08903008699417114, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903008699417114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.542721688747406, + 0.22709783911705017, + 0.0129715446382761, + 0.07128720730543137, + 0.032950520515441895, + 0.04925209656357765, + 0.012409746646881104, + 0.01837731897830963, + 0.014719700440764427, + 0.018212348222732544 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.08903008699417114 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020568177103996277 + ], + "opposite_logprob_tokens": [ + -3.8955681324005127 + ], + "logprob_reward": -0.020568177103996277, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020568177103996277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5714541077613831, + 0.041065242141485214, + 0.019427454099059105, + 0.022759947925806046, + 0.029653403908014297, + 0.14244744181632996, + 0.04262200742959976, + 0.048139605671167374, + 0.023047782480716705, + 0.05938294902443886 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.020568177103996277 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures two researchers, one female and one male, engaged in an intense conversation within a gleaming, state-of-the-art laboratory. The woman, her graying hair pulled back in a neat bun, wears a navy shirt over a crisp white lab coat. Leaning slightly forward at a stainless steel workbench, she speaks with a focused urgency, punctuated by precise, deliberate gestures with her right hand. Across from her, a young man with short, dark hair and goggles listens intently, his own white lab coat slightly unbuttoned over a simple gray T-shirt, his brow furrowed in concentration. In the background, a meticulously organized array of scientific instruments hums quietly: glass beakers and flasks catch the light, while intricate machinery hums quietly with softly glowing blue and green digital displays. The entire scene is illuminated by bright, cool overhead LED lighting, casting sharp, clean reflections on the polished floor and metal surfaces. Their exchange is captured with the hyper-real fluidity of high-frame-rate recording; every subtle shift in expression, the quick flick of the woman’s eyes to the monitor, and the man’s slow, thoughtful nod, is rendered with crystal clarity and fluid motion, without a trace of blur, creating an air of palpable intellectual tension and collaborative focus.", + "seed": 19435, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_5/index_6077_seed_19435_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02749048387631774, + "vlm_logprob": -0.02749048387631774, + "vlm_yes_no_margin": 3.8749999523162844, + "vlm_token_credit": -0.02749048387631774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004279503133147955 + ], + "opposite_logprob_tokens": [ + -5.504279613494873 + ], + "logprob_reward": -0.004279503133147955, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004279503133147955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13936159014701843, + 0.34916794300079346, + 0.07586851716041565, + 0.07671890407800674, + 0.09278091043233871, + 0.051343340426683426, + 0.05473868548870087, + 0.03858657553792, + 0.06011698395013809, + 0.06131652370095253 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.004279503133147955 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337129682302475 + ], + "opposite_logprob_tokens": [ + -3.408712863922119 + ], + "logprob_reward": -0.0337129682302475, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337129682302475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05661049485206604, + 0.574616014957428, + 0.04598934203386307, + 0.055753737688064575, + 0.04628393054008484, + 0.018948428332805634, + 0.04883575066924095, + 0.014652807265520096, + 0.12319600582122803, + 0.015113433822989464 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0337129682302475 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350490748882294 + ], + "opposite_logprob_tokens": [ + -3.651350498199463 + ], + "logprob_reward": -0.026350490748882294, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350490748882294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08597087860107422, + 0.41410520672798157, + 0.18506263196468353, + 0.0759035274386406, + 0.053975511342287064, + 0.03589495271444321, + 0.033739130944013596, + 0.04426668956875801, + 0.023496273905038834, + 0.04758503660559654 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.026350490748882294 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018175246194005013 + ], + "opposite_logprob_tokens": [ + -4.01817512512207 + ], + "logprob_reward": -0.018175246194005013, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018175246194005013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24997945129871368, + 0.23941610753536224, + 0.18960125744342804, + 0.05545702576637268, + 0.054684050381183624, + 0.028522230684757233, + 0.019758690148591995, + 0.023432215675711632, + 0.08047468215227127, + 0.05867438390851021 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.018175246194005013 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two researchers, one female and one male, visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female researcher wearing a navy shirt under a white lab coat with her hair in a neat bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male researcher wearing a white lab coat over a gray T-shirt with short dark hair and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background filled with scientific instruments including glass beakers, flasks, and machinery with glowing blue and green digital displays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot capturing the researchers at a stainless steel workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493421107530594 + ], + "opposite_logprob_tokens": [ + -2.92993426322937 + ], + "logprob_reward": -0.05493421107530594, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493421107530594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07980848848819733, + 0.40343090891838074, + 0.12219186127185822, + 0.074001245200634, + 0.08546191453933716, + 0.06199315935373306, + 0.036626365035772324, + 0.0656551942229271, + 0.031049445271492004, + 0.03978143632411957 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.05493421107530594 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_6/index_tensor([78, 78])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_6/index_tensor([78, 78])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1ed785b529afbad42ba7fac0eb97d7d70de21b96 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_6/index_tensor([78, 78])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, intimate close-up, positioned at eye level, frames the face of an elderly sailor, a roadmap to life at sea, with deep-set, kind eyes at the corners and skin weathered by sun and salt. A thick, neatly trimmed white beard adorns his chin, and a well-used black briar pipe rests calmly in his mouth, a delicate, aromatic smoke rising slowly from it and dissipating into the evening air. He is dressed in heavily weathered bright yellow oilskin, the material showing cracks and a dull patina from years of use. On the wooden deck, his ginger tabby cat curls contentedly beside him, its yellow-orange fur gleaming in peaceful sleep, its chest rising and falling in a steady rhythm. The entire scene is bathed in the warm golden-orange glow of the setting sun, casting long, soft shadows that accentuate the rich texture of the catamaran's teak deck. In the background, out of focus, gentle deep blue waves rhythmically lap against the hull, while in the distance seabirds circle high above, their black silhouettes against a sky painted in fiery orange and soft purple hues, creating an atmosphere of profound tranquility and contemplation.", + "seed": 7382, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_6/index_78_seed_7382_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04457057802937925, + "vlm_logprob": -0.04457057802937925, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.04457057802937925, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1605813354253769 + ], + "opposite_logprob_tokens": [ + -1.910581350326538 + ], + "logprob_reward": -0.1605813354253769, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1605813354253769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23036426305770874, + 0.07981359213590622, + 0.03943822160363197, + 0.08488287776708603, + 0.05203913897275925, + 0.06674471497535706, + 0.0774601399898529, + 0.10984399169683456, + 0.14189375936985016, + 0.1175193190574646 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.1605813354253769 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018196668475866318 + ], + "opposite_logprob_tokens": [ + -4.0181965827941895 + ], + "logprob_reward": -0.018196668475866318, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018196668475866318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11647704988718033, + 0.09550715237855911, + 0.05137510597705841, + 0.058146461844444275, + 0.03657756373286247, + 0.10624946653842926, + 0.05334296077489853, + 0.2938438057899475, + 0.10191287100315094, + 0.08656758815050125 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.018196668475866318 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381077416241169 + ], + "opposite_logprob_tokens": [ + -3.2881076335906982 + ], + "logprob_reward": -0.0381077416241169, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381077416241169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09439611434936523, + 0.04281379655003548, + 0.02649628184735775, + 0.12250116467475891, + 0.04014941677451134, + 0.019422383978962898, + 0.22141362726688385, + 0.04982629790902138, + 0.1892366111278534, + 0.19374430179595947 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.0381077416241169 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007172634359449148 + ], + "opposite_logprob_tokens": [ + -7.2507171630859375 + ], + "logprob_reward": -0.0007172634359449148, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007172634359449148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19820575416088104, + 0.2930375635623932, + 0.10540816187858582, + 0.08979256451129913, + 0.05175137147307396, + 0.03079969622194767, + 0.06453840434551239, + 0.01570144109427929, + 0.05571872368454933, + 0.09504631161689758 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0007172634359449148 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249881185591221 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249881185591221, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249881185591221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09945978224277496, + 0.07930393517017365, + 0.15666911005973816, + 0.06607247143983841, + 0.03595738112926483, + 0.04478701576590538, + 0.1309206634759903, + 0.05168874189257622, + 0.14253370463848114, + 0.19260723888874054 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.005249881185591221 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, intimate close-up, positioned at eye level, frames the face of an elderly sailor, a roadmap to life at sea, with deep-set, kind eyes at the corners and skin weathered by sun and salt. A thick, neatly trimmed white beard adorns his chin, and a well-used black briar pipe rests calmly in his mouth, a delicate, aromatic smoke rising slowly from it and dissipating into the evening air. He is dressed in heavily weathered bright yellow oilskin, the material showing cracks and a dull patina from years of use. On the wooden deck, his ginger tabby cat curls contentedly beside him, its yellow-orange fur gleaming in peaceful sleep, its chest rising and falling in a steady rhythm. The entire scene is bathed in the warm golden-orange glow of the setting sun, casting long, soft shadows that accentuate the rich texture of the catamaran's teak deck. In the background, out of focus, gentle deep blue waves rhythmically lap against the hull, while in the distance seabirds circle high above, their black silhouettes against a sky painted in fiery orange and soft purple hues, creating an atmosphere of profound tranquility and contemplation.", + "seed": 7383, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_6/index_78_seed_7383_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.028253172896802424, + "vlm_logprob": -0.028253172896802424, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.028253172896802424, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0892307236790657 + ], + "opposite_logprob_tokens": [ + -2.46423077583313 + ], + "logprob_reward": -0.0892307236790657, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0892307236790657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03985906392335892, + 0.01503788772970438, + 0.023488175123929977, + 0.0166074987500906, + 0.03045002557337284, + 0.013775520026683807, + 0.0501360259950161, + 0.7322207689285278, + 0.03734959661960602, + 0.041075389832258224 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.0892307236790657 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075288876891136 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075288876891136, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075288876891136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05837218463420868, + 0.02298162877559662, + 0.038352590054273605, + 0.013457211665809155, + 0.02791893668472767, + 0.058700498193502426, + 0.02323310449719429, + 0.7267124652862549, + 0.013928387314081192, + 0.01634296029806137 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.016075288876891136 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818566583096981 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.01818566583096981, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818566583096981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01473658625036478, + 0.010096321813762188, + 0.004411451052874327, + 0.003171516116708517, + 0.005652601830661297, + 0.0020543707069009542, + 0.005003615748137236, + 0.9346007108688354, + 0.010087525472044945, + 0.010185273364186287 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.01818566583096981 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001711214892566204 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.001711214892566204, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001711214892566204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054272767156362534, + 0.0331248864531517, + 0.02382107451558113, + 0.05177491158246994, + 0.020472178235650063, + 0.0335044227540493, + 0.014088932424783707, + 0.6727188229560852, + 0.03335156664252281, + 0.06287039816379547 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.001711214892566204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062971204519272 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.016062971204519272, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062971204519272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017931822687387466, + 0.02058519423007965, + 0.026485200971364975, + 0.040521252900362015, + 0.016302386298775673, + 0.03725246340036392, + 0.01809779182076454, + 0.7548746466636658, + 0.022357119247317314, + 0.04559212550520897 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.016062971204519272 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, intimate close-up, positioned at eye level, frames the face of an elderly sailor, a roadmap to life at sea, with deep-set, kind eyes at the corners and skin weathered by sun and salt. A thick, neatly trimmed white beard adorns his chin, and a well-used black briar pipe rests calmly in his mouth, a delicate, aromatic smoke rising slowly from it and dissipating into the evening air. He is dressed in heavily weathered bright yellow oilskin, the material showing cracks and a dull patina from years of use. On the wooden deck, his ginger tabby cat curls contentedly beside him, its yellow-orange fur gleaming in peaceful sleep, its chest rising and falling in a steady rhythm. The entire scene is bathed in the warm golden-orange glow of the setting sun, casting long, soft shadows that accentuate the rich texture of the catamaran's teak deck. In the background, out of focus, gentle deep blue waves rhythmically lap against the hull, while in the distance seabirds circle high above, their black silhouettes against a sky painted in fiery orange and soft purple hues, creating an atmosphere of profound tranquility and contemplation.", + "seed": 7384, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_6/index_78_seed_7384_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.062493062345311046, + "vlm_logprob": -0.062493062345311046, + "vlm_yes_no_margin": 3.724999952316284, + "vlm_token_credit": -0.062493062345311046, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1433633267879486 + ], + "opposite_logprob_tokens": [ + -2.0183632373809814 + ], + "logprob_reward": -0.1433633267879486, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1433633267879486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056793492287397385, + 0.024445295333862305, + 0.04550532251596451, + 0.01617494598031044, + 0.03007763996720314, + 0.10902290046215057, + 0.00958658941090107, + 0.010594667866826057, + 0.020669426769018173, + 0.6771296858787537 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.1433633267879486 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029808156192302704 + ], + "opposite_logprob_tokens": [ + -3.5298080444335938 + ], + "logprob_reward": -0.029808156192302704, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029808156192302704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033708605915308, + 0.02965277060866356, + 0.016584906727075577, + 0.025114350020885468, + 0.014010027050971985, + 0.013117228634655476, + 0.008324149064719677, + 0.0077849943190813065, + 0.04119562357664108, + 0.8105072975158691 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.029808156192302704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704764306545258 + ], + "opposite_logprob_tokens": [ + -2.127047538757324 + ], + "logprob_reward": -0.12704764306545258, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12704764306545258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10554783791303635, + 0.10295268893241882, + 0.06835229694843292, + 0.03729962557554245, + 0.06987079977989197, + 0.023066719993948936, + 0.03403494879603386, + 0.017978183925151825, + 0.03314515948295593, + 0.5077517628669739 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.12704764306545258 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001177928177639842 + ], + "opposite_logprob_tokens": [ + -6.751177787780762 + ], + "logprob_reward": -0.001177928177639842, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001177928177639842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06356382369995117, + 0.0831102728843689, + 0.023138757795095444, + 0.02107483707368374, + 0.025485506281256676, + 0.013028188608586788, + 0.01586383581161499, + 0.010909773409366608, + 0.01236056350171566, + 0.7314645051956177 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.001177928177639842 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068257503211498 + ], + "opposite_logprob_tokens": [ + -4.511068344116211 + ], + "logprob_reward": -0.011068257503211498, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068257503211498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1889307051897049, + 0.2130136787891388, + 0.06276388466358185, + 0.04610789939761162, + 0.12990015745162964, + 0.01815977320075035, + 0.0625791922211647, + 0.03957260772585869, + 0.03337027132511139, + 0.20560187101364136 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.011068257503211498 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, intimate close-up, positioned at eye level, frames the face of an elderly sailor, a roadmap to life at sea, with deep-set, kind eyes at the corners and skin weathered by sun and salt. A thick, neatly trimmed white beard adorns his chin, and a well-used black briar pipe rests calmly in his mouth, a delicate, aromatic smoke rising slowly from it and dissipating into the evening air. He is dressed in heavily weathered bright yellow oilskin, the material showing cracks and a dull patina from years of use. On the wooden deck, his ginger tabby cat curls contentedly beside him, its yellow-orange fur gleaming in peaceful sleep, its chest rising and falling in a steady rhythm. The entire scene is bathed in the warm golden-orange glow of the setting sun, casting long, soft shadows that accentuate the rich texture of the catamaran's teak deck. In the background, out of focus, gentle deep blue waves rhythmically lap against the hull, while in the distance seabirds circle high above, their black silhouettes against a sky painted in fiery orange and soft purple hues, creating an atmosphere of profound tranquility and contemplation.", + "seed": 7385, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_6/index_78_seed_7385_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03972794851288199, + "vlm_logprob": -0.03972794851288199, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03972794851288199, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12721014022827148 + ], + "opposite_logprob_tokens": [ + -2.1272101402282715 + ], + "logprob_reward": -0.12721014022827148, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12721014022827148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1900262087583542, + 0.07404766976833344, + 0.052941955626010895, + 0.03222794830799103, + 0.3678877055644989, + 0.09791417419910431, + 0.06067975237965584, + 0.03672096133232117, + 0.05373779684305191, + 0.03381585329771042 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.12721014022827148 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329389750957489 + ], + "opposite_logprob_tokens": [ + -3.773293972015381 + ], + "logprob_reward": -0.02329389750957489, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329389750957489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12567347288131714, + 0.3945499360561371, + 0.06524183601140976, + 0.05354965478181839, + 0.09772098809480667, + 0.07824500650167465, + 0.02341236174106598, + 0.025031588971614838, + 0.1114652156829834, + 0.025109928101301193 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.02329389750957489 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184494227170944 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184494227170944, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184494227170944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11600066721439362, + 0.07522636651992798, + 0.35646069049835205, + 0.048334576189517975, + 0.051764413714408875, + 0.05461405590176582, + 0.10104839503765106, + 0.05081295594573021, + 0.09563248604536057, + 0.050105322152376175 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.018184494227170944 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036134920082986355 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.0036134920082986355, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036134920082986355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14769074320793152, + 0.07302842289209366, + 0.207018181681633, + 0.06228451058268547, + 0.0795510783791542, + 0.1548789143562317, + 0.09538130462169647, + 0.03603210672736168, + 0.034115422517061234, + 0.11001931130886078 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.0036134920082986355 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly sailor with a thick, neatly trimmed white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailor wearing heavily weathered bright yellow oilskin clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ginger tabby cat curled up and sleeping beside the sailor on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in the warm golden-orange glow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out of focus showing deep blue waves and a sky with fiery orange and soft purple hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026337718591094017 + ], + "opposite_logprob_tokens": [ + -3.6513376235961914 + ], + "logprob_reward": -0.026337718591094017, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026337718591094017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20401079952716827, + 0.122785784304142, + 0.14600613713264465, + 0.06456348299980164, + 0.1022966057062149, + 0.13797280192375183, + 0.10215587913990021, + 0.02642776258289814, + 0.04377739131450653, + 0.05000336095690727 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.026337718591094017 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_7/index_tensor([593, 593])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_7/index_tensor([593, 593])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..02926689671ac93ede8fafa5b53dd8278272e0e7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_7/index_tensor([593, 593])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures the scene at high speed, focusing on a tall, precarious stack of books on a polished, dark oak floor. At the top, a large, thick-spineed hardcover book, covered in faded, dark blue cloth, its weight unevenly distributed, one corner sticking out over the edge, stands precariously. The environment is bathed in soft, diffuse light from unseen windows, creating a neutral palette dominated by the earthy, muted tones of the various book spines and the natural grain of the wood. A subtle, almost imperceptible vibration ripples through the floor, causing the top book to begin to tilt slowly, deliberately. As its center of gravity shifts, it begins to slide gracefully, inexorably, away from the books below, its textured cover scraping silently along its edges. Then, it tumbles through the air, spinning lazily in slow-motion capture, its pages fanning open for a split second before landing perfectly on the floor with a solid, satisfying impact, sending a tiny, visible puff of dust blooming outward before it settles into complete, motionless stillness, creating an atmosphere of quiet, focused observation.", + "seed": 6177, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_7/index_593_seed_6177_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.34019299829378724, + "vlm_logprob": -0.34019299829378724, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.34019299829378724, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7660844326019287 + ], + "opposite_logprob_tokens": [ + -0.6410844326019287 + ], + "logprob_reward": -0.7660844326019287, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7660844326019287, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16694511473178864, + 0.06691107153892517, + 0.06472710520029068, + 0.04687396436929703, + 0.09039437025785446, + 0.06873954832553864, + 0.31025195121765137, + 0.07258826494216919, + 0.056413643062114716, + 0.05615495145320892 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.7660844326019287 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.826153039932251 + ], + "opposite_logprob_tokens": [ + -0.576153039932251 + ], + "logprob_reward": -0.826153039932251, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.826153039932251, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22972629964351654, + 0.057225268334150314, + 0.0441519096493721, + 0.04261930286884308, + 0.05338311195373535, + 0.06323608011007309, + 0.1690954566001892, + 0.19061240553855896, + 0.10246127098798752, + 0.047488920390605927 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.826153039932251 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904829621315002 + ], + "opposite_logprob_tokens": [ + -2.464048385620117 + ], + "logprob_reward": -0.08904829621315002, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904829621315002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12694543600082397, + 0.05351251736283302, + 0.05917498096823692, + 0.08416717499494553, + 0.07365947961807251, + 0.12256130576133728, + 0.2629379332065582, + 0.10674899816513062, + 0.07939638197422028, + 0.03089575096964836 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.08904829621315002 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036183618940413 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.0036183618940413, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036183618940413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07056103646755219, + 0.04589259251952171, + 0.012799926102161407, + 0.026896191760897636, + 0.0755368322134018, + 0.07295835018157959, + 0.5326375365257263, + 0.06631021201610565, + 0.04754364863038063, + 0.048863694071769714 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.0036183618940413 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016060860827565193 + ], + "opposite_logprob_tokens": [ + -4.141060829162598 + ], + "logprob_reward": -0.016060860827565193, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016060860827565193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10828536003828049, + 0.06258615851402283, + 0.0329071581363678, + 0.054835088551044464, + 0.17427754402160645, + 0.07311440259218216, + 0.3041435182094574, + 0.06989993900060654, + 0.07344681769609451, + 0.04650398716330528 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.016060860827565193 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the scene at high speed, focusing on a tall, precarious stack of books on a polished, dark oak floor. At the top, a large, thick-spineed hardcover book, covered in faded, dark blue cloth, its weight unevenly distributed, one corner sticking out over the edge, stands precariously. The environment is bathed in soft, diffuse light from unseen windows, creating a neutral palette dominated by the earthy, muted tones of the various book spines and the natural grain of the wood. A subtle, almost imperceptible vibration ripples through the floor, causing the top book to begin to tilt slowly, deliberately. As its center of gravity shifts, it begins to slide gracefully, inexorably, away from the books below, its textured cover scraping silently along its edges. Then, it tumbles through the air, spinning lazily in slow-motion capture, its pages fanning open for a split second before landing perfectly on the floor with a solid, satisfying impact, sending a tiny, visible puff of dust blooming outward before it settles into complete, motionless stillness, creating an atmosphere of quiet, focused observation.", + "seed": 6178, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_7/index_593_seed_6178_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2181107619777322, + "vlm_logprob": -0.2181107619777322, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.2181107619777322, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5946818590164185 + ], + "opposite_logprob_tokens": [ + -0.8446818590164185 + ], + "logprob_reward": -0.5946818590164185, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5946818590164185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23926278948783875, + 0.1304105818271637, + 0.1439027488231659, + 0.07918938994407654, + 0.07693926244974136, + 0.13807667791843414, + 0.045591212809085846, + 0.045796506106853485, + 0.05444639176130295, + 0.04638448730111122 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.5946818590164185 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813524007797241 + ], + "opposite_logprob_tokens": [ + -1.4063524007797241 + ], + "logprob_reward": -0.2813524007797241, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813524007797241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24289622902870178, + 0.1293846219778061, + 0.13975325226783752, + 0.05790610611438751, + 0.030417267233133316, + 0.07206431776285172, + 0.03623128682374954, + 0.08202806115150452, + 0.03557348996400833, + 0.1737453043460846 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.2813524007797241 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294043809175491 + ], + "opposite_logprob_tokens": [ + -2.237940549850464 + ], + "logprob_reward": -0.11294043809175491, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294043809175491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22735528647899628, + 0.4145813286304474, + 0.06154821068048477, + 0.025200316682457924, + 0.0237334705889225, + 0.0280818622559309, + 0.10126282274723053, + 0.018420878797769547, + 0.05392326042056084, + 0.0458926260471344 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.11294043809175491 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904611319303513 + ], + "opposite_logprob_tokens": [ + -2.464046001434326 + ], + "logprob_reward": -0.08904611319303513, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904611319303513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15030571818351746, + 0.31204280257225037, + 0.09165526926517487, + 0.05489012226462364, + 0.027799665927886963, + 0.14022128283977509, + 0.039792247116565704, + 0.04269716516137123, + 0.07663332670927048, + 0.06396239250898361 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.08904611319303513 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253299880772829 + ], + "opposite_logprob_tokens": [ + -4.387533187866211 + ], + "logprob_reward": -0.01253299880772829, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253299880772829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20875121653079987, + 0.07007957249879837, + 0.08274770528078079, + 0.04589218646287918, + 0.09085825085639954, + 0.07580264657735825, + 0.03997357189655304, + 0.024379411712288857, + 0.1484924852848053, + 0.21302294731140137 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.01253299880772829 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the scene at high speed, focusing on a tall, precarious stack of books on a polished, dark oak floor. At the top, a large, thick-spineed hardcover book, covered in faded, dark blue cloth, its weight unevenly distributed, one corner sticking out over the edge, stands precariously. The environment is bathed in soft, diffuse light from unseen windows, creating a neutral palette dominated by the earthy, muted tones of the various book spines and the natural grain of the wood. A subtle, almost imperceptible vibration ripples through the floor, causing the top book to begin to tilt slowly, deliberately. As its center of gravity shifts, it begins to slide gracefully, inexorably, away from the books below, its textured cover scraping silently along its edges. Then, it tumbles through the air, spinning lazily in slow-motion capture, its pages fanning open for a split second before landing perfectly on the floor with a solid, satisfying impact, sending a tiny, visible puff of dust blooming outward before it settles into complete, motionless stillness, creating an atmosphere of quiet, focused observation.", + "seed": 6179, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_7/index_593_seed_6179_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17388430759310722, + "vlm_logprob": -0.17388430759310722, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.17388430759310722, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7079120874404907 + ], + "opposite_logprob_tokens": [ + -0.7079120874404907 + ], + "logprob_reward": -0.7079120874404907, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7079120874404907, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13774751126766205, + 0.07494762539863586, + 0.13533785939216614, + 0.2078411877155304, + 0.09182201325893402, + 0.06366724520921707, + 0.09649411588907242, + 0.07341146469116211, + 0.029670843854546547, + 0.08906010538339615 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.7079120874404907 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061360329389572 + ], + "opposite_logprob_tokens": [ + -3.895613670349121 + ], + "logprob_reward": -0.02061360329389572, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061360329389572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0936252623796463, + 0.08214247971773148, + 0.21179665625095367, + 0.3467026352882385, + 0.06211381033062935, + 0.028351588174700737, + 0.07957647740840912, + 0.03318187966942787, + 0.016027940437197685, + 0.04648127779364586 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.02061360329389572 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293234676122665 + ], + "opposite_logprob_tokens": [ + -2.2379324436187744 + ], + "logprob_reward": -0.11293234676122665, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293234676122665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07822947204113007, + 0.034645792096853256, + 0.16806162893772125, + 0.40042319893836975, + 0.11144938319921494, + 0.021552540361881256, + 0.0884074717760086, + 0.03390569984912872, + 0.015992194414138794, + 0.04733268544077873 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.11293234676122665 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189294263720512 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189294263720512, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189294263720512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02960236929357052, + 0.02987896464765072, + 0.4116905927658081, + 0.3733358681201935, + 0.023942040279507637, + 0.02053176425397396, + 0.06386540830135345, + 0.020526964217424393, + 0.009536795318126678, + 0.017089301720261574 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.018189294263720512 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009774206206202507 + ], + "opposite_logprob_tokens": [ + -4.634774208068848 + ], + "logprob_reward": -0.009774206206202507, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009774206206202507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12895190715789795, + 0.03520606830716133, + 0.3423711061477661, + 0.15292157232761383, + 0.08697768300771713, + 0.0243231151252985, + 0.13630914688110352, + 0.051898740231990814, + 0.0152431670576334, + 0.02579747885465622 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.009774206206202507 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the scene at high speed, focusing on a tall, precarious stack of books on a polished, dark oak floor. At the top, a large, thick-spineed hardcover book, covered in faded, dark blue cloth, its weight unevenly distributed, one corner sticking out over the edge, stands precariously. The environment is bathed in soft, diffuse light from unseen windows, creating a neutral palette dominated by the earthy, muted tones of the various book spines and the natural grain of the wood. A subtle, almost imperceptible vibration ripples through the floor, causing the top book to begin to tilt slowly, deliberately. As its center of gravity shifts, it begins to slide gracefully, inexorably, away from the books below, its textured cover scraping silently along its edges. Then, it tumbles through the air, spinning lazily in slow-motion capture, its pages fanning open for a split second before landing perfectly on the floor with a solid, satisfying impact, sending a tiny, visible puff of dust blooming outward before it settles into complete, motionless stillness, creating an atmosphere of quiet, focused observation.", + "seed": 6180, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_7/index_593_seed_6180_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16349254548549652, + "vlm_logprob": -0.16349254548549652, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.16349254548549652, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5966646075248718 + ], + "opposite_logprob_tokens": [ + -0.8466646075248718 + ], + "logprob_reward": -0.5966646075248718, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5966646075248718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06275616586208344, + 0.21866580843925476, + 0.08716293424367905, + 0.07916413247585297, + 0.07023243606090546, + 0.210301011800766, + 0.06782879680395126, + 0.06551126390695572, + 0.08392804861068726, + 0.054449327290058136 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.5966646075248718 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034871101379395 + ], + "opposite_logprob_tokens": [ + -2.350348711013794 + ], + "logprob_reward": -0.10034871101379395, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034871101379395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057232026010751724, + 0.15903295576572418, + 0.2526395320892334, + 0.09011174738407135, + 0.03895752876996994, + 0.033343587070703506, + 0.035957563668489456, + 0.16788366436958313, + 0.11485681682825089, + 0.04998450726270676 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.10034871101379395 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865909367799759 + ], + "opposite_logprob_tokens": [ + -3.048659086227417 + ], + "logprob_reward": -0.04865909367799759, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865909367799759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031405258923769, + 0.381206214427948, + 0.05111866071820259, + 0.03746332228183746, + 0.13869723677635193, + 0.04727236554026604, + 0.05744180083274841, + 0.18561919033527374, + 0.0364566296339035, + 0.033319395035505295 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.04865909367799759 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810028359293938 + ], + "opposite_logprob_tokens": [ + -3.288100242614746 + ], + "logprob_reward": -0.03810028359293938, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810028359293938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04155057296156883, + 0.2706717848777771, + 0.059498902410268784, + 0.108012855052948, + 0.07055491209030151, + 0.05575868859887123, + 0.06029413640499115, + 0.27219322323799133, + 0.034449219703674316, + 0.027015676721930504 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.03810028359293938 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a polished, dark oak floor with a tall stack of books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the top book a large, thick-spined hardcover covered in faded dark blue cloth with one corner sticking out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top book tilt, slide, tumble in slow motion, and land with a visible puff of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffuse, creating a neutral palette dominated by earthy tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369003161787987 + ], + "opposite_logprob_tokens": [ + -3.4086899757385254 + ], + "logprob_reward": -0.03369003161787987, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369003161787987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14723455905914307, + 0.2039019763469696, + 0.15950508415699005, + 0.030011571943759918, + 0.03488072007894516, + 0.047053925693035126, + 0.13974307477474213, + 0.12036744505167007, + 0.07563865929841995, + 0.04166296496987343 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.03369003161787987 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_8/index_tensor([5433, 5433])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_8/index_tensor([5433, 5433])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3dab7ea0cb60fb2b449bc439d8972341d5e8fdfd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_8/index_tensor([5433, 5433])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot follows a coal-laden minecart hurtling through a pitch-black tunnel at an uncontrollable speed. The rusted metal car, its riveted frame covered in scratches and dents, holds a mountain of black coal, sharp-edged and angular, reflecting sporadic glimmers from the faint light of the lone source. It lurches and bounces violently along the uneven, rusted rails, each jolting the top of the car into a haze of coal and ash, with some larger chunks even tumbling onto the side of the track. An old, dimly lit miner's lamp hangs from the front of the car, its flickering light providing the sole source of illumination. It carves the rough, unpolished rock face into vast, fleeting shadows, casting fleeting, cold reflections on the damp tunnel walls and the waterlogged rails below. The main tone of the entire picture is almost pure darkness, broken only by a little warm but faint yellow light. The harsh whistling sound of the wheels rubbing against the rails seems to penetrate the picture, creating a suffocating sense of tension, speed and claustrophobia.", + "seed": 3925, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_8/index_5433_seed_3925_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2844243038445711, + "vlm_logprob": -0.2844243038445711, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.2844243038445711, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47811970114707947 + ], + "opposite_logprob_tokens": [ + -0.9781197309494019 + ], + "logprob_reward": -0.47811970114707947, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47811970114707947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17236526310443878, + 0.022314686328172684, + 0.03323096036911011, + 0.016958782449364662, + 0.014727518893778324, + 0.13288913667201996, + 0.08434484153985977, + 0.4228074848651886, + 0.0249745212495327, + 0.07538673281669617 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.47811970114707947 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933162212371826 + ], + "opposite_logprob_tokens": [ + -0.6933162212371826 + ], + "logprob_reward": -0.6933162212371826, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933162212371826, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.030251650139689445, + 0.018590539693832397, + 0.025077365338802338, + 0.03733416274189949, + 0.013152572326362133, + 0.06438455730676651, + 0.044759366661310196, + 0.605636477470398, + 0.043111611157655716, + 0.1177016943693161 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.6933162212371826 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553129345178604 + ], + "opposite_logprob_tokens": [ + -4.3875532150268555 + ], + "logprob_reward": -0.012553129345178604, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553129345178604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10719403624534607, + 0.056256718933582306, + 0.0839288979768753, + 0.04176579788327217, + 0.02131587639451027, + 0.1364959478378296, + 0.03295566141605377, + 0.11427751183509827, + 0.14568674564361572, + 0.26012280583381653 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.012553129345178604 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544771656394005 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544771656394005, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544771656394005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0689389705657959, + 0.03346838802099228, + 0.08428990840911865, + 0.024237532168626785, + 0.033967602998018265, + 0.07395902276039124, + 0.08967074751853943, + 0.45949727296829224, + 0.07886885106563568, + 0.05310166999697685 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.012544771656394005 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558769583702087 + ], + "opposite_logprob_tokens": [ + -1.6005877256393433 + ], + "logprob_reward": -0.22558769583702087, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558769583702087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07015936076641083, + 0.016208257526159286, + 0.10892538726329803, + 0.04479321092367172, + 0.026055971160531044, + 0.032964203506708145, + 0.0905860960483551, + 0.42561784386634827, + 0.048292145133018494, + 0.1363975703716278 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.22558769583702087 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows a coal-laden minecart hurtling through a pitch-black tunnel at an uncontrollable speed. The rusted metal car, its riveted frame covered in scratches and dents, holds a mountain of black coal, sharp-edged and angular, reflecting sporadic glimmers from the faint light of the lone source. It lurches and bounces violently along the uneven, rusted rails, each jolting the top of the car into a haze of coal and ash, with some larger chunks even tumbling onto the side of the track. An old, dimly lit miner's lamp hangs from the front of the car, its flickering light providing the sole source of illumination. It carves the rough, unpolished rock face into vast, fleeting shadows, casting fleeting, cold reflections on the damp tunnel walls and the waterlogged rails below. The main tone of the entire picture is almost pure darkness, broken only by a little warm but faint yellow light. The harsh whistling sound of the wheels rubbing against the rails seems to penetrate the picture, creating a suffocating sense of tension, speed and claustrophobia.", + "seed": 3926, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_8/index_5433_seed_3926_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2850951742380857, + "vlm_logprob": -0.2850951742380857, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.2850951742380857, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43298614025115967 + ], + "opposite_logprob_tokens": [ + -1.0579861402511597 + ], + "logprob_reward": -0.43298614025115967, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43298614025115967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1510077863931656, + 0.03168870136141777, + 0.09187699109315872, + 0.10792610049247742, + 0.3201979994773865, + 0.0698021948337555, + 0.026113493368029594, + 0.06521085649728775, + 0.037148404866456985, + 0.09902746975421906 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.43298614025115967 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577751278877258 + ], + "opposite_logprob_tokens": [ + -0.6327751278877258 + ], + "logprob_reward": -0.7577751278877258, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577751278877258, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07489892840385437, + 0.04320824518799782, + 0.05578197166323662, + 0.10395544022321701, + 0.3909338712692261, + 0.09093024581670761, + 0.04557902365922928, + 0.09191072732210159, + 0.03714815899729729, + 0.06565336883068085 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.7577751278877258 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549597769975662 + ], + "opposite_logprob_tokens": [ + -4.38754940032959 + ], + "logprob_reward": -0.012549597769975662, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549597769975662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11982735991477966, + 0.047940220683813095, + 0.05379338562488556, + 0.17866690456867218, + 0.250519335269928, + 0.05622999370098114, + 0.06299038231372833, + 0.09114217013120651, + 0.05652002990245819, + 0.08237023651599884 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.012549597769975662 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585225895047188 + ], + "opposite_logprob_tokens": [ + -3.895585298538208 + ], + "logprob_reward": -0.020585225895047188, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585225895047188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11099125444889069, + 0.031049294397234917, + 0.08225350826978683, + 0.07872606813907623, + 0.4004099667072296, + 0.09868304431438446, + 0.04314780235290527, + 0.023108184337615967, + 0.04493405669927597, + 0.0866968184709549 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.020585225895047188 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157977938652039 + ], + "opposite_logprob_tokens": [ + -1.7015798091888428 + ], + "logprob_reward": -0.20157977938652039, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157977938652039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1748318374156952, + 0.09528137743473053, + 0.05175682157278061, + 0.06110829859972, + 0.04043959826231003, + 0.07899013161659241, + 0.0567166842520237, + 0.07478485256433487, + 0.05065632238984108, + 0.31543412804603577 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.20157977938652039 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows a coal-laden minecart hurtling through a pitch-black tunnel at an uncontrollable speed. The rusted metal car, its riveted frame covered in scratches and dents, holds a mountain of black coal, sharp-edged and angular, reflecting sporadic glimmers from the faint light of the lone source. It lurches and bounces violently along the uneven, rusted rails, each jolting the top of the car into a haze of coal and ash, with some larger chunks even tumbling onto the side of the track. An old, dimly lit miner's lamp hangs from the front of the car, its flickering light providing the sole source of illumination. It carves the rough, unpolished rock face into vast, fleeting shadows, casting fleeting, cold reflections on the damp tunnel walls and the waterlogged rails below. The main tone of the entire picture is almost pure darkness, broken only by a little warm but faint yellow light. The harsh whistling sound of the wheels rubbing against the rails seems to penetrate the picture, creating a suffocating sense of tension, speed and claustrophobia.", + "seed": 3927, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_8/index_5433_seed_3927_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.308212317340076, + "vlm_logprob": -0.308212317340076, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.308212317340076, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4356611669063568 + ], + "opposite_logprob_tokens": [ + -1.0606611967086792 + ], + "logprob_reward": -0.4356611669063568, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4356611669063568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2394649088382721, + 0.07373564690351486, + 0.07790818810462952, + 0.13439106941223145, + 0.059120096266269684, + 0.08879584819078445, + 0.09069660305976868, + 0.11521481722593307, + 0.042721837759017944, + 0.07795096933841705 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.4356611669063568 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983086347579956 + ], + "opposite_logprob_tokens": [ + -0.5233086347579956 + ], + "logprob_reward": -0.8983086347579956, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983086347579956, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10272462666034698, + 0.06960299611091614, + 0.1342020034790039, + 0.06676773726940155, + 0.06885112076997757, + 0.09871180355548859, + 0.07980871200561523, + 0.21059395372867584, + 0.07797340303659439, + 0.0907636284828186 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.8983086347579956 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109513733536005 + ], + "opposite_logprob_tokens": [ + -4.51109504699707 + ], + "logprob_reward": -0.01109513733536005, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109513733536005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11083930730819702, + 0.12333086133003235, + 0.11817940324544907, + 0.1109694391489029, + 0.06430985033512115, + 0.057821910828351974, + 0.09072141349315643, + 0.157414048910141, + 0.08454705774784088, + 0.08186668157577515 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.01109513733536005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608080230653286 + ], + "opposite_logprob_tokens": [ + -4.141080856323242 + ], + "logprob_reward": -0.01608080230653286, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608080230653286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08787315338850021, + 0.06542491912841797, + 0.04429106041789055, + 0.10985954105854034, + 0.06592432409524918, + 0.07355205714702606, + 0.05756256356835365, + 0.12255881726741791, + 0.27489420771598816, + 0.09805940091609955 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.01608080230653286 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991584539413452 + ], + "opposite_logprob_tokens": [ + -1.8049159049987793 + ], + "logprob_reward": -0.17991584539413452, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991584539413452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18960675597190857, + 0.05849675089120865, + 0.04180051013827324, + 0.1489480882883072, + 0.08590901643037796, + 0.04790343716740608, + 0.05339503660798073, + 0.20043174922466278, + 0.045456573367118835, + 0.12805207073688507 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.17991584539413452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows a coal-laden minecart hurtling through a pitch-black tunnel at an uncontrollable speed. The rusted metal car, its riveted frame covered in scratches and dents, holds a mountain of black coal, sharp-edged and angular, reflecting sporadic glimmers from the faint light of the lone source. It lurches and bounces violently along the uneven, rusted rails, each jolting the top of the car into a haze of coal and ash, with some larger chunks even tumbling onto the side of the track. An old, dimly lit miner's lamp hangs from the front of the car, its flickering light providing the sole source of illumination. It carves the rough, unpolished rock face into vast, fleeting shadows, casting fleeting, cold reflections on the damp tunnel walls and the waterlogged rails below. The main tone of the entire picture is almost pure darkness, broken only by a little warm but faint yellow light. The harsh whistling sound of the wheels rubbing against the rails seems to penetrate the picture, creating a suffocating sense of tension, speed and claustrophobia.", + "seed": 3928, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_8/index_5433_seed_3928_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.30836780834943056, + "vlm_logprob": -0.30836780834943056, + "vlm_yes_no_margin": 2.050000011920929, + "vlm_token_credit": -0.30836780834943056, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4364086985588074 + ], + "opposite_logprob_tokens": [ + -1.0614087581634521 + ], + "logprob_reward": -0.4364086985588074, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4364086985588074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16059818863868713, + 0.11708483844995499, + 0.05040266364812851, + 0.08659708499908447, + 0.08650773763656616, + 0.07540085911750793, + 0.1354837566614151, + 0.07946249842643738, + 0.12358711659908295, + 0.08487518876791 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.4364086985588074 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261370658874512 + ], + "opposite_logprob_tokens": [ + -0.5761370658874512 + ], + "logprob_reward": -0.8261370658874512, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261370658874512, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1324400007724762, + 0.1126280277967453, + 0.07450293004512787, + 0.057752709835767746, + 0.16903391480445862, + 0.047527506947517395, + 0.13710029423236847, + 0.06441070884466171, + 0.11801344901323318, + 0.0865904688835144 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.8261370658874512 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109242532402277 + ], + "opposite_logprob_tokens": [ + -4.511092662811279 + ], + "logprob_reward": -0.01109242532402277, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109242532402277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1771186888217926, + 0.1532740443944931, + 0.08502000570297241, + 0.05303579941391945, + 0.11165305227041245, + 0.041844043880701065, + 0.07291720062494278, + 0.0775560736656189, + 0.14438551664352417, + 0.08319553732872009 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.01109242532402277 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078807413578033 + ], + "opposite_logprob_tokens": [ + -4.141078948974609 + ], + "logprob_reward": -0.016078807413578033, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078807413578033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2149256467819214, + 0.19695612788200378, + 0.051945365965366364, + 0.04306480661034584, + 0.038415130227804184, + 0.05222187936306, + 0.06343235075473785, + 0.10965075343847275, + 0.1222701296210289, + 0.10711777210235596 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.016078807413578033 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minecart loaded with black coal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the minecart moving at high speed through a pitch-black tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the minecart shown lurching and bouncing violently along uneven rails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a single, flickering miner's lamp hanging from the front of the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low, looking up at the minecart as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25212204456329346 + ], + "opposite_logprob_tokens": [ + -1.5021220445632935 + ], + "logprob_reward": -0.25212204456329346, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25212204456329346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12112148106098175, + 0.05135604739189148, + 0.07731319963932037, + 0.07814732939004898, + 0.0898190289735794, + 0.06539371609687805, + 0.09220549464225769, + 0.0723138302564621, + 0.05605853348970413, + 0.29627135396003723 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.25212204456329346 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_9/index_tensor([1294, 1294])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_9/index_tensor([1294, 1294])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..92dd471c7d74bcd4dd7582087b59e79c8867cc48 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_9/index_tensor([1294, 1294])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In classic Studio Ghibli animation style, a tight, slightly low-angle close-up shot, captured with a static camera, captures the precise moment a traditional dark blue silk hat swings dramatically upward in a sudden, surprising gesture. The hat's surface is adorned with an intricate phoenix motif, its wings and tail feathers meticulously rendered in hand-sewn shimmering gold thread, shimmering with magical intensity. As the hat moves, a dense crimson silk tassel is decisively thrown into the air, its individual strands separating in a graceful, momentary arc before beginning to fall. This sudden movement displaces a few strands of the wearer's perfectly straight, lustrous black hair, lifting them for a fleeting moment. The entire micro-movement is dramatically illuminated by a soft, diagonal beam of sunlight, which penetrates the otherwise dim painterly background, causing countless tiny dust particles to swirl and dance like ethereal spirits. The focused light catches the gold embroidery, creating a brilliant shimmer and highlighting the rich texture of the silk, establishing the quiet, wondrous atmosphere of a single, captured, expressive moment.", + "seed": 32359, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_9/index_1294_seed_32359_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04553533960133791, + "vlm_logprob": -0.04553533960133791, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.04553533960133791, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016319729387760162 + ], + "opposite_logprob_tokens": [ + -4.516319751739502 + ], + "logprob_reward": -0.016319729387760162, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.016319729387760162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11840514093637466, + 0.2097703516483307, + 0.0957508310675621, + 0.05382201448082924, + 0.03226003423333168, + 0.01996127888560295, + 0.052263494580984116, + 0.352162629365921, + 0.030000939965248108, + 0.035603273659944534 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.016319729387760162 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059982344508171 + ], + "opposite_logprob_tokens": [ + -3.895599842071533 + ], + "logprob_reward": -0.02059982344508171, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059982344508171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10519656538963318, + 0.17483384907245636, + 0.16038648784160614, + 0.04345620051026344, + 0.05274724215269089, + 0.14220793545246124, + 0.07108372449874878, + 0.0854431614279747, + 0.061130329966545105, + 0.10351456701755524 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.02059982344508171 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020588964223861694 + ], + "opposite_logprob_tokens": [ + -3.8955888748168945 + ], + "logprob_reward": -0.020588964223861694, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020588964223861694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05069808289408684, + 0.04106617718935013, + 0.07799649238586426, + 0.015969453379511833, + 0.03135634586215019, + 0.07058641314506531, + 0.17478914558887482, + 0.4912188649177551, + 0.03780410811305046, + 0.008514936082065105 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.020588964223861694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782706387341022 + ], + "opposite_logprob_tokens": [ + -4.634782791137695 + ], + "logprob_reward": -0.009782706387341022, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782706387341022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07023321092128754, + 0.0707550123333931, + 0.09351547062397003, + 0.028953947126865387, + 0.12253069132566452, + 0.12408704310655594, + 0.19909793138504028, + 0.2525509297847748, + 0.02097611501812935, + 0.017299653962254524 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.009782706387341022 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038547456264496 + ], + "opposite_logprob_tokens": [ + -1.9103854894638062 + ], + "logprob_reward": -0.16038547456264496, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038547456264496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03050488419830799, + 0.2067078948020935, + 0.06696245074272156, + 0.05228351801633835, + 0.13131438195705414, + 0.040083594620227814, + 0.07464317977428436, + 0.3348391354084015, + 0.033775970339775085, + 0.028884965926408768 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.16038547456264496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In classic Studio Ghibli animation style, a tight, slightly low-angle close-up shot, captured with a static camera, captures the precise moment a traditional dark blue silk hat swings dramatically upward in a sudden, surprising gesture. The hat's surface is adorned with an intricate phoenix motif, its wings and tail feathers meticulously rendered in hand-sewn shimmering gold thread, shimmering with magical intensity. As the hat moves, a dense crimson silk tassel is decisively thrown into the air, its individual strands separating in a graceful, momentary arc before beginning to fall. This sudden movement displaces a few strands of the wearer's perfectly straight, lustrous black hair, lifting them for a fleeting moment. The entire micro-movement is dramatically illuminated by a soft, diagonal beam of sunlight, which penetrates the otherwise dim painterly background, causing countless tiny dust particles to swirl and dance like ethereal spirits. The focused light catches the gold embroidery, creating a brilliant shimmer and highlighting the rich texture of the silk, establishing the quiet, wondrous atmosphere of a single, captured, expressive moment.", + "seed": 32360, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_9/index_1294_seed_32360_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.046973119024187326, + "vlm_logprob": -0.046973119024187326, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.046973119024187326, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011204537004232407 + ], + "opposite_logprob_tokens": [ + -5.136204719543457 + ], + "logprob_reward": -0.011204537004232407, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.011204537004232407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10054630786180496, + 0.05051666125655174, + 0.1211659386754036, + 0.16062521934509277, + 0.05331171303987503, + 0.09480059146881104, + 0.02371085062623024, + 0.0753319263458252, + 0.2621261179447174, + 0.05786462128162384 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.011204537004232407 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033721499145030975 + ], + "opposite_logprob_tokens": [ + -3.408721446990967 + ], + "logprob_reward": -0.033721499145030975, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033721499145030975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19669054448604584, + 0.1863318383693695, + 0.09753146767616272, + 0.06379176676273346, + 0.06213157996535301, + 0.1749168336391449, + 0.03134620189666748, + 0.046737827360630035, + 0.11031723767518997, + 0.030204718932509422 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.033721499145030975 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026362333446741104 + ], + "opposite_logprob_tokens": [ + -3.651362419128418 + ], + "logprob_reward": -0.026362333446741104, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026362333446741104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18344449996948242, + 0.22140461206436157, + 0.12474900484085083, + 0.08719735592603683, + 0.0931096151471138, + 0.04113905504345894, + 0.03435436636209488, + 0.034711144864559174, + 0.1552366316318512, + 0.024653686210513115 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.026362333446741104 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031918552704155445 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.0031918552704155445, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031918552704155445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10736329853534698, + 0.05293556675314903, + 0.12492886930704117, + 0.18789604306221008, + 0.09544554352760315, + 0.11334162950515747, + 0.08660954236984253, + 0.0691276267170906, + 0.050933558493852615, + 0.11141826212406158 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.0031918552704155445 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603853702545166 + ], + "opposite_logprob_tokens": [ + -1.9103853702545166 + ], + "logprob_reward": -0.1603853702545166, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603853702545166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14396460354328156, + 0.039714694023132324, + 0.12495529651641846, + 0.15722277760505676, + 0.08235690742731094, + 0.2147074043750763, + 0.03745434433221817, + 0.049348436295986176, + 0.10229809582233429, + 0.04797741398215294 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.1603853702545166 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In classic Studio Ghibli animation style, a tight, slightly low-angle close-up shot, captured with a static camera, captures the precise moment a traditional dark blue silk hat swings dramatically upward in a sudden, surprising gesture. The hat's surface is adorned with an intricate phoenix motif, its wings and tail feathers meticulously rendered in hand-sewn shimmering gold thread, shimmering with magical intensity. As the hat moves, a dense crimson silk tassel is decisively thrown into the air, its individual strands separating in a graceful, momentary arc before beginning to fall. This sudden movement displaces a few strands of the wearer's perfectly straight, lustrous black hair, lifting them for a fleeting moment. The entire micro-movement is dramatically illuminated by a soft, diagonal beam of sunlight, which penetrates the otherwise dim painterly background, causing countless tiny dust particles to swirl and dance like ethereal spirits. The focused light catches the gold embroidery, creating a brilliant shimmer and highlighting the rich texture of the silk, establishing the quiet, wondrous atmosphere of a single, captured, expressive moment.", + "seed": 32361, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_9/index_1294_seed_32361_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07684120312333106, + "vlm_logprob": -0.07684120312333106, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.07684120312333106, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02466479316353798 + ], + "opposite_logprob_tokens": [ + -3.899664878845215 + ], + "logprob_reward": -0.02466479316353798, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02466479316353798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09734953194856644, + 0.07885652780532837, + 0.12256061285734177, + 0.0762179046869278, + 0.06563647836446762, + 0.022496692836284637, + 0.14466646313667297, + 0.06128973513841629, + 0.2890406847000122, + 0.04188539832830429 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.02466479316353798 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208615377545357 + ], + "opposite_logprob_tokens": [ + -2.8120861053466797 + ], + "logprob_reward": -0.06208615377545357, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208615377545357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20928893983364105, + 0.03786437213420868, + 0.16141541302204132, + 0.062117721885442734, + 0.06749378889799118, + 0.04113158583641052, + 0.18950465321540833, + 0.11547952890396118, + 0.07699161767959595, + 0.03871241211891174 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.06208615377545357 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373187035322189 + ], + "opposite_logprob_tokens": [ + -3.4087319374084473 + ], + "logprob_reward": -0.03373187035322189, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373187035322189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08400385826826096, + 0.042769335210323334, + 0.45358532667160034, + 0.08195280283689499, + 0.18242907524108887, + 0.024143025279045105, + 0.03134520351886749, + 0.03955363854765892, + 0.034366775304079056, + 0.0258509311825037 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.03373187035322189 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811543062329292 + ], + "opposite_logprob_tokens": [ + -3.2881155014038086 + ], + "logprob_reward": -0.03811543062329292, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811543062329292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16094999015331268, + 0.06933242827653885, + 0.05432085692882538, + 0.03728872165083885, + 0.2301897555589676, + 0.022339457646012306, + 0.08549187332391739, + 0.09779734909534454, + 0.21472065150737762, + 0.027568871155381203 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.03811543062329292 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.225607767701149 + ], + "opposite_logprob_tokens": [ + -1.6006077527999878 + ], + "logprob_reward": -0.225607767701149, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.225607767701149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07892939448356628, + 0.06954732537269592, + 0.4364422857761383, + 0.06259887665510178, + 0.03011164627969265, + 0.02131485566496849, + 0.15798220038414001, + 0.08404989540576935, + 0.03918672353029251, + 0.01983681507408619 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.225607767701149 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In classic Studio Ghibli animation style, a tight, slightly low-angle close-up shot, captured with a static camera, captures the precise moment a traditional dark blue silk hat swings dramatically upward in a sudden, surprising gesture. The hat's surface is adorned with an intricate phoenix motif, its wings and tail feathers meticulously rendered in hand-sewn shimmering gold thread, shimmering with magical intensity. As the hat moves, a dense crimson silk tassel is decisively thrown into the air, its individual strands separating in a graceful, momentary arc before beginning to fall. This sudden movement displaces a few strands of the wearer's perfectly straight, lustrous black hair, lifting them for a fleeting moment. The entire micro-movement is dramatically illuminated by a soft, diagonal beam of sunlight, which penetrates the otherwise dim painterly background, causing countless tiny dust particles to swirl and dance like ethereal spirits. The focused light catches the gold embroidery, creating a brilliant shimmer and highlighting the rich texture of the silk, establishing the quiet, wondrous atmosphere of a single, captured, expressive moment.", + "seed": 32362, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000263/group_9/index_1294_seed_32362_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1062593899667263, + "vlm_logprob": -0.1062593899667263, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.1062593899667263, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025188609957695007 + ], + "opposite_logprob_tokens": [ + -3.900188684463501 + ], + "logprob_reward": -0.025188609957695007, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.025188609957695007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13154910504817963, + 0.09363991767168045, + 0.13413432240486145, + 0.18291787803173065, + 0.05714235082268715, + 0.12146013975143433, + 0.02986183948814869, + 0.06310997903347015, + 0.09213301539421082, + 0.09405142813920975 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.025188609957695007 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22560206055641174 + ], + "opposite_logprob_tokens": [ + -1.6006020307540894 + ], + "logprob_reward": -0.22560206055641174, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22560206055641174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18438924849033356, + 0.17481602728366852, + 0.06359127908945084, + 0.29605424404144287, + 0.049483224749565125, + 0.047445353120565414, + 0.058725737035274506, + 0.04296252876520157, + 0.029117083176970482, + 0.05341527983546257 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.22560206055641174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709015607833862 + ], + "opposite_logprob_tokens": [ + -2.1270902156829834 + ], + "logprob_reward": -0.12709015607833862, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12709015607833862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0771096870303154, + 0.05100705474615097, + 0.06229240819811821, + 0.16015899181365967, + 0.09609842300415039, + 0.04512490704655647, + 0.14502741396427155, + 0.14615294337272644, + 0.165817990899086, + 0.05121012032032013 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.12709015607833862 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263509564101696 + ], + "opposite_logprob_tokens": [ + -3.651350975036621 + ], + "logprob_reward": -0.0263509564101696, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263509564101696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2273404598236084, + 0.048448748886585236, + 0.04220423102378845, + 0.062075864523649216, + 0.06010429188609123, + 0.07684086263179779, + 0.18095561861991882, + 0.16734358668327332, + 0.1089266762137413, + 0.025759641081094742 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0263509564101696 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a tight, slightly low-angle close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional dark blue silk hat adorned with an intricate phoenix motif in shimmering gold thread visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense crimson silk tassel separate into individual strands and arc upward before falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, diagonal beam of sunlight illuminating the scene and causing dust particles to swirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the movement of the hat displace strands of the wearer's perfectly straight, lustrous black hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706516683101654 + ], + "opposite_logprob_tokens": [ + -2.1270651817321777 + ], + "logprob_reward": -0.12706516683101654, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706516683101654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1371152102947235, + 0.0710989385843277, + 0.08357154577970505, + 0.21109849214553833, + 0.10059478878974915, + 0.197771355509758, + 0.0324949212372303, + 0.053188689053058624, + 0.08782491832971573, + 0.025241179391741753 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.12706516683101654 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_0/index_tensor([481, 481])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_0/index_tensor([481, 481])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c6ee22f216538d3afdbbb13bceeafb873e55c742 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_0/index_tensor([481, 481])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium, static shot, shot from a slightly upward angle, focuses squarely on a powerful man at the center of the frame. He has short, dark brown hair and a light stubble. He wears a classic red and black flannel plaid shirt, the sleeves rolled up to the elbows, revealing his muscular arms, veins bulging with exertion. He stands in a forest clearing, the golden late afternoon sun filtering through the branches of the surrounding tall trees, casting dappled shadows on him and the leaf-covered ground. He is at the apex of a movement, twisting his body violently, exerting all his strength, his hands gripping a heavy, smooth-handled axe, and with thunderous force, he drives the sharp blade into the heart of a massive wooden stake before him. At the moment of impact, the wooden stake cracked, and a large amount of wood chips and wood fibers of various sizes flew violently in all directions like an explosion. Each piece was clearly visible under the slanting sunlight, shining with golden light. The whole scene was full of primitive power and extreme concentration, freezing the explosive power of this moment into a picture full of dynamic beauty.", + "seed": 9610, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_0/index_481_seed_9610_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05387742607854307, + "vlm_logprob": -0.05387742607854307, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.05387742607854307, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23308834433555603 + ], + "opposite_logprob_tokens": [ + -1.6080883741378784 + ], + "logprob_reward": -0.23308834433555603, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23308834433555603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27585166692733765, + 0.061309412121772766, + 0.3081930875778198, + 0.018548564985394478, + 0.02484280802309513, + 0.026269247755408287, + 0.1527988463640213, + 0.0374365970492363, + 0.05938367173075676, + 0.035366158932447433 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.23308834433555603 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794510900974274 + ], + "opposite_logprob_tokens": [ + -4.63479471206665 + ], + "logprob_reward": -0.009794510900974274, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794510900974274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23612335324287415, + 0.07782970368862152, + 0.2786009609699249, + 0.03633991256356239, + 0.024076269939541817, + 0.055182430893182755, + 0.06809988617897034, + 0.06354162096977234, + 0.05691478028893471, + 0.10329104214906693 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.009794510900974274 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160650834441185 + ], + "opposite_logprob_tokens": [ + -4.1410651206970215 + ], + "logprob_reward": -0.0160650834441185, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160650834441185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3500233590602875, + 0.03771260753273964, + 0.06437435001134872, + 0.05130285397171974, + 0.03136087954044342, + 0.10899181663990021, + 0.1962374895811081, + 0.07662734389305115, + 0.04536786302924156, + 0.03800148889422417 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.0160650834441185 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624572142958641 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624572142958641, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624572142958641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5170795917510986, + 0.04058195278048515, + 0.026248544454574585, + 0.03195275738835335, + 0.03118925914168358, + 0.050792522728443146, + 0.09777987748384476, + 0.10439758002758026, + 0.07341565191745758, + 0.026562334969639778 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.007624572142958641 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00281461956910789 + ], + "opposite_logprob_tokens": [ + -5.877814769744873 + ], + "logprob_reward": -0.00281461956910789, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00281461956910789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.561814546585083, + 0.03596295043826103, + 0.1266038417816162, + 0.01715303584933281, + 0.061252981424331665, + 0.0667944923043251, + 0.025149093940854073, + 0.03468883037567139, + 0.05398043617606163, + 0.01659979298710823 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.00281461956910789 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, static shot, shot from a slightly upward angle, focuses squarely on a powerful man at the center of the frame. He has short, dark brown hair and a light stubble. He wears a classic red and black flannel plaid shirt, the sleeves rolled up to the elbows, revealing his muscular arms, veins bulging with exertion. He stands in a forest clearing, the golden late afternoon sun filtering through the branches of the surrounding tall trees, casting dappled shadows on him and the leaf-covered ground. He is at the apex of a movement, twisting his body violently, exerting all his strength, his hands gripping a heavy, smooth-handled axe, and with thunderous force, he drives the sharp blade into the heart of a massive wooden stake before him. At the moment of impact, the wooden stake cracked, and a large amount of wood chips and wood fibers of various sizes flew violently in all directions like an explosion. Each piece was clearly visible under the slanting sunlight, shining with golden light. The whole scene was full of primitive power and extreme concentration, freezing the explosive power of this moment into a picture full of dynamic beauty.", + "seed": 9611, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_0/index_481_seed_9611_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04968215739354491, + "vlm_logprob": -0.04968215739354491, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.04968215739354491, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18659505248069763 + ], + "opposite_logprob_tokens": [ + -1.81159508228302 + ], + "logprob_reward": -0.18659505248069763, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18659505248069763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5682711601257324, + 0.04563679173588753, + 0.05144208297133446, + 0.03229028731584549, + 0.09116199612617493, + 0.04041094705462456, + 0.0284834373742342, + 0.05060670152306557, + 0.05071696266531944, + 0.040979623794555664 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.18659505248069763 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018202640116214752 + ], + "opposite_logprob_tokens": [ + -4.018202781677246 + ], + "logprob_reward": -0.018202640116214752, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018202640116214752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4908055365085602, + 0.09845025092363358, + 0.05252106487751007, + 0.03238050639629364, + 0.0293409526348114, + 0.043265268206596375, + 0.0388469323515892, + 0.13273432850837708, + 0.03526528924703598, + 0.0463898740708828 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.018202640116214752 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033689916133880615 + ], + "opposite_logprob_tokens": [ + -3.4086899757385254 + ], + "logprob_reward": -0.033689916133880615, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033689916133880615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25196191668510437, + 0.03906363993883133, + 0.03586496040225029, + 0.0436161532998085, + 0.3780979514122009, + 0.06992887705564499, + 0.012928771786391735, + 0.058094292879104614, + 0.08129065483808517, + 0.0291527658700943 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.033689916133880615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734531372785568 + ], + "opposite_logprob_tokens": [ + -5.006734371185303 + ], + "logprob_reward": -0.006734531372785568, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734531372785568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3284370005130768, + 0.05650506913661957, + 0.02431001141667366, + 0.03599892929196358, + 0.22287660837173462, + 0.07811075448989868, + 0.008846151642501354, + 0.04783967137336731, + 0.14630113542079926, + 0.05077467858791351 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.006734531372785568 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003188646864145994 + ], + "opposite_logprob_tokens": [ + -5.753188610076904 + ], + "logprob_reward": -0.003188646864145994, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003188646864145994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6712018251419067, + 0.042824048548936844, + 0.01725965179502964, + 0.0201687254011631, + 0.01893726736307144, + 0.08909327536821365, + 0.018044142052531242, + 0.03696434572339058, + 0.04399102181196213, + 0.041515592485666275 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.003188646864145994 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, static shot, shot from a slightly upward angle, focuses squarely on a powerful man at the center of the frame. He has short, dark brown hair and a light stubble. He wears a classic red and black flannel plaid shirt, the sleeves rolled up to the elbows, revealing his muscular arms, veins bulging with exertion. He stands in a forest clearing, the golden late afternoon sun filtering through the branches of the surrounding tall trees, casting dappled shadows on him and the leaf-covered ground. He is at the apex of a movement, twisting his body violently, exerting all his strength, his hands gripping a heavy, smooth-handled axe, and with thunderous force, he drives the sharp blade into the heart of a massive wooden stake before him. At the moment of impact, the wooden stake cracked, and a large amount of wood chips and wood fibers of various sizes flew violently in all directions like an explosion. Each piece was clearly visible under the slanting sunlight, shining with golden light. The whole scene was full of primitive power and extreme concentration, freezing the explosive power of this moment into a picture full of dynamic beauty.", + "seed": 9612, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_0/index_481_seed_9612_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04091859883628786, + "vlm_logprob": -0.04091859883628786, + "vlm_yes_no_margin": 4.149999976158142, + "vlm_token_credit": -0.04091859883628786, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13407692313194275 + ], + "opposite_logprob_tokens": [ + -2.1340768337249756 + ], + "logprob_reward": -0.13407692313194275, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.13407692313194275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07252594083547592, + 0.10054534673690796, + 0.11032659560441971, + 0.1720089316368103, + 0.04579475522041321, + 0.06547464430332184, + 0.2859496772289276, + 0.047390978783369064, + 0.05210573226213455, + 0.04787732660770416 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.13407692313194275 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421363465487957 + ], + "opposite_logprob_tokens": [ + -4.264213562011719 + ], + "logprob_reward": -0.01421363465487957, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421363465487957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0564025342464447, + 0.057565364986658096, + 0.0736432820558548, + 0.5270857214927673, + 0.026834197342395782, + 0.03197181597352028, + 0.08722545206546783, + 0.040719300508499146, + 0.04269874840974808, + 0.055853601545095444 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.01421363465487957 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864490032196045 + ], + "opposite_logprob_tokens": [ + -3.04864501953125 + ], + "logprob_reward": -0.04864490032196045, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864490032196045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08806675672531128, + 0.1337900459766388, + 0.05003645643591881, + 0.17933696508407593, + 0.03377637267112732, + 0.08898957073688507, + 0.038895443081855774, + 0.03411092236638069, + 0.12377682328224182, + 0.22922053933143616 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.04864490032196045 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947511177510023 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947511177510023, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947511177510023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028913816437125206, + 0.03464140743017197, + 0.039381664246320724, + 0.21796318888664246, + 0.01125198882073164, + 0.024680456146597862, + 0.10984459519386292, + 0.030306953936815262, + 0.03516155481338501, + 0.46785444021224976 + ], + "top_frames": [ + 9, + 3, + 6 + ], + "selected_reward": -0.005947511177510023 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017100248951464891 + ], + "opposite_logprob_tokens": [ + -6.376709938049316 + ], + "logprob_reward": -0.0017100248951464891, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017100248951464891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04626207798719406, + 0.05995359644293785, + 0.024634890258312225, + 0.5243825912475586, + 0.029337754473090172, + 0.08366483449935913, + 0.06634340435266495, + 0.060567304491996765, + 0.025473786517977715, + 0.07937983423471451 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.0017100248951464891 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, static shot, shot from a slightly upward angle, focuses squarely on a powerful man at the center of the frame. He has short, dark brown hair and a light stubble. He wears a classic red and black flannel plaid shirt, the sleeves rolled up to the elbows, revealing his muscular arms, veins bulging with exertion. He stands in a forest clearing, the golden late afternoon sun filtering through the branches of the surrounding tall trees, casting dappled shadows on him and the leaf-covered ground. He is at the apex of a movement, twisting his body violently, exerting all his strength, his hands gripping a heavy, smooth-handled axe, and with thunderous force, he drives the sharp blade into the heart of a massive wooden stake before him. At the moment of impact, the wooden stake cracked, and a large amount of wood chips and wood fibers of various sizes flew violently in all directions like an explosion. Each piece was clearly visible under the slanting sunlight, shining with golden light. The whole scene was full of primitive power and extreme concentration, freezing the explosive power of this moment into a picture full of dynamic beauty.", + "seed": 9613, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_0/index_481_seed_9613_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09024286433123052, + "vlm_logprob": -0.09024286433123052, + "vlm_yes_no_margin": 3.3749999523162844, + "vlm_token_credit": -0.09024286433123052, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23214904963970184 + ], + "opposite_logprob_tokens": [ + -1.6071490049362183 + ], + "logprob_reward": -0.23214904963970184, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23214904963970184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1416953057050705, + 0.08084508031606674, + 0.1945507973432541, + 0.11105711758136749, + 0.09736432880163193, + 0.0598456971347332, + 0.06253357231616974, + 0.16322456300258636, + 0.029372883960604668, + 0.05951066315174103 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.23214904963970184 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819830760359764 + ], + "opposite_logprob_tokens": [ + -4.018198490142822 + ], + "logprob_reward": -0.01819830760359764, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819830760359764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18790492415428162, + 0.03006066009402275, + 0.258349746465683, + 0.1379864662885666, + 0.028056636452674866, + 0.0845324695110321, + 0.07329177856445312, + 0.07412654906511307, + 0.06935679167509079, + 0.05633392557501793 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.01819830760359764 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986725270748138 + ], + "opposite_logprob_tokens": [ + -1.8048672676086426 + ], + "logprob_reward": -0.17986725270748138, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986725270748138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1634979099035263, + 0.04317745938897133, + 0.056657787412405014, + 0.03260413184762001, + 0.04176108539104462, + 0.2423316240310669, + 0.10980609804391861, + 0.1806311309337616, + 0.035175856202840805, + 0.09435693919658661 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.17986725270748138 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184378743171692 + ], + "opposite_logprob_tokens": [ + -4.018184185028076 + ], + "logprob_reward": -0.018184378743171692, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018184378743171692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1314321607351303, + 0.030125023797154427, + 0.06329945474863052, + 0.05855249986052513, + 0.03383767977356911, + 0.14986714720726013, + 0.033399663865566254, + 0.32824406027793884, + 0.11342653632164001, + 0.0578158013522625 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.018184378743171692 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with short dark brown hair, light stubble, and a red and black flannel plaid shirt with sleeves rolled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man shown twisting his body violently while gripping a heavy axe and driving it into a massive wooden stake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wood chips and fibers visible flying violently in all directions from the impact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a forest clearing with golden late afternoon sunlight filtering through tall trees and casting dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028153329622000456 + ], + "opposite_logprob_tokens": [ + -5.877815246582031 + ], + "logprob_reward": -0.0028153329622000456, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028153329622000456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2055339515209198, + 0.04152419790625572, + 0.1590775102376938, + 0.029975062236189842, + 0.0655369758605957, + 0.06300163269042969, + 0.14670641720294952, + 0.10112618654966354, + 0.13986606895923615, + 0.0476519875228405 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.0028153329622000456 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_1/index_tensor([8677, 8677])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_1/index_tensor([8677, 8677])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3359b05fe86c675a602b768f6224e16bbe31fb7c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_1/index_tensor([8677, 8677])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This extremely close-up macro shot, perfectly centered and static, captures the captivating dance of a bicycle chain and gears in stunning detail. Each individual link is crafted from dark gunmetal gray steel, coated with a sticky, gleaming black oil that glows wetly in the light, revealing tiny scratches and signs of wear. The chain spins rapidly with mechanical precision, circling polished silver gears whose sharp, precisely machined teeth grip the chain's rollers with unerring accuracy, pulling the components through a continuous, high-speed blur. The entire mechanism is bathed in direct sunlight, creating brilliant, mirror-like highlights on the oily surfaces and casting deep, sharp shadows within the intricate components, emphasizing their three-dimensional forms. The background, completely dissolved into a creamy, out-of-focus bokeh composed of sun-dappled greens and browns, suggests an outdoor path and helps isolate the subject. This intense focus on the complex movement, combined with the rapid, hypnotic motion, creates a powerful and focused atmosphere of raw efficiency and engineering beauty.", + "seed": 18825, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_1/index_8677_seed_18825_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3683078130707145, + "vlm_logprob": -0.3683078130707145, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.3683078130707145, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02037651836872101 + ], + "opposite_logprob_tokens": [ + -4.020376682281494 + ], + "logprob_reward": -0.02037651836872101, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02037651836872101, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14060570299625397, + 0.04271334409713745, + 0.05954333022236824, + 0.1986924409866333, + 0.06812476366758347, + 0.04694575443863869, + 0.095404714345932, + 0.19281326234340668, + 0.05190577358007431, + 0.10325092077255249 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.02037651836872101 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236409187316895 + ], + "opposite_logprob_tokens": [ + -0.34864091873168945 + ], + "logprob_reward": -1.2236409187316895, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236409187316895, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10920943319797516, + 0.0853181779384613, + 0.05646621435880661, + 0.0790715292096138, + 0.08522295951843262, + 0.06730522215366364, + 0.11353716999292374, + 0.07657761126756668, + 0.07442199438810349, + 0.2528696358203888 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -1.2236409187316895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012568432837724686 + ], + "opposite_logprob_tokens": [ + -4.387568473815918 + ], + "logprob_reward": -0.012568432837724686, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012568432837724686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13580922782421112, + 0.06591875106096268, + 0.11927234381437302, + 0.040192700922489166, + 0.08403324335813522, + 0.06843462586402893, + 0.08941416442394257, + 0.0760883018374443, + 0.023015325888991356, + 0.2978212833404541 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.012568432837724686 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5763002634048462 + ], + "opposite_logprob_tokens": [ + -0.8263002634048462 + ], + "logprob_reward": -0.5763002634048462, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5763002634048462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11146533489227295, + 0.07239027321338654, + 0.09425432980060577, + 0.12511543929576874, + 0.11042234301567078, + 0.06672117114067078, + 0.0428638830780983, + 0.09996715188026428, + 0.03467129170894623, + 0.24212880432605743 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.5763002634048462 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865293201059103 + ], + "opposite_logprob_tokens": [ + -4.758653163909912 + ], + "logprob_reward": -0.00865293201059103, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865293201059103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12882494926452637, + 0.035222671926021576, + 0.03929751738905907, + 0.06921710819005966, + 0.044222019612789154, + 0.02779763750731945, + 0.23836800456047058, + 0.07711844891309738, + 0.02123190648853779, + 0.31869974732398987 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.00865293201059103 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This extremely close-up macro shot, perfectly centered and static, captures the captivating dance of a bicycle chain and gears in stunning detail. Each individual link is crafted from dark gunmetal gray steel, coated with a sticky, gleaming black oil that glows wetly in the light, revealing tiny scratches and signs of wear. The chain spins rapidly with mechanical precision, circling polished silver gears whose sharp, precisely machined teeth grip the chain's rollers with unerring accuracy, pulling the components through a continuous, high-speed blur. The entire mechanism is bathed in direct sunlight, creating brilliant, mirror-like highlights on the oily surfaces and casting deep, sharp shadows within the intricate components, emphasizing their three-dimensional forms. The background, completely dissolved into a creamy, out-of-focus bokeh composed of sun-dappled greens and browns, suggests an outdoor path and helps isolate the subject. This intense focus on the complex movement, combined with the rapid, hypnotic motion, creates a powerful and focused atmosphere of raw efficiency and engineering beauty.", + "seed": 18826, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_1/index_8677_seed_18826_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3005709772929549, + "vlm_logprob": -0.3005709772929549, + "vlm_yes_no_margin": 2.549999988079071, + "vlm_token_credit": -0.3005709772929549, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011501435190439224 + ], + "opposite_logprob_tokens": [ + -4.636501312255859 + ], + "logprob_reward": -0.011501435190439224, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011501435190439224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31619900465011597, + 0.06517050415277481, + 0.08621398359537125, + 0.06641174852848053, + 0.1379261165857315, + 0.09435218572616577, + 0.028072308748960495, + 0.07769554853439331, + 0.07084235548973083, + 0.05711621418595314 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.011501435190439224 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.137085199356079 + ], + "opposite_logprob_tokens": [ + -0.3870852291584015 + ], + "logprob_reward": -1.137085199356079, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.137085199356079, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1265036165714264, + 0.10023297369480133, + 0.08652098476886749, + 0.12530750036239624, + 0.18396160006523132, + 0.06019201874732971, + 0.11364656686782837, + 0.06695517897605896, + 0.06815796345472336, + 0.06852150708436966 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -1.137085199356079 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026398442685604095 + ], + "opposite_logprob_tokens": [ + -3.6513984203338623 + ], + "logprob_reward": -0.026398442685604095, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026398442685604095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23867763578891754, + 0.06905118376016617, + 0.11012003570795059, + 0.06787770986557007, + 0.08973323553800583, + 0.16290058195590973, + 0.065961554646492, + 0.11825981736183167, + 0.04126616194844246, + 0.03615210950374603 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.026398442685604095 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31365782022476196 + ], + "opposite_logprob_tokens": [ + -1.3136577606201172 + ], + "logprob_reward": -0.31365782022476196, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31365782022476196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21359731256961823, + 0.0857967734336853, + 0.08417125046253204, + 0.02984515205025673, + 0.1895713359117508, + 0.24729864299297333, + 0.04148893058300018, + 0.04800960421562195, + 0.032206639647483826, + 0.02801431715488434 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.31365782022476196 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211989007890224 + ], + "opposite_logprob_tokens": [ + -4.264212131500244 + ], + "logprob_reward": -0.014211989007890224, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211989007890224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09951946139335632, + 0.12775814533233643, + 0.06081096827983856, + 0.08876223117113113, + 0.2117249220609665, + 0.12490933388471603, + 0.034872494637966156, + 0.10772071033716202, + 0.034254640340805054, + 0.10966707766056061 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.014211989007890224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This extremely close-up macro shot, perfectly centered and static, captures the captivating dance of a bicycle chain and gears in stunning detail. Each individual link is crafted from dark gunmetal gray steel, coated with a sticky, gleaming black oil that glows wetly in the light, revealing tiny scratches and signs of wear. The chain spins rapidly with mechanical precision, circling polished silver gears whose sharp, precisely machined teeth grip the chain's rollers with unerring accuracy, pulling the components through a continuous, high-speed blur. The entire mechanism is bathed in direct sunlight, creating brilliant, mirror-like highlights on the oily surfaces and casting deep, sharp shadows within the intricate components, emphasizing their three-dimensional forms. The background, completely dissolved into a creamy, out-of-focus bokeh composed of sun-dappled greens and browns, suggests an outdoor path and helps isolate the subject. This intense focus on the complex movement, combined with the rapid, hypnotic motion, creates a powerful and focused atmosphere of raw efficiency and engineering beauty.", + "seed": 18827, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_1/index_8677_seed_18827_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4544230058789253, + "vlm_logprob": -0.4544230058789253, + "vlm_yes_no_margin": 1.65, + "vlm_token_credit": -0.4544230058789253, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3523097038269043 + ], + "opposite_logprob_tokens": [ + -1.2273097038269043 + ], + "logprob_reward": -0.3523097038269043, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3523097038269043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2013951689004898, + 0.032595567405223846, + 0.3150843679904938, + 0.04749288409948349, + 0.0677592009305954, + 0.026715002954006195, + 0.23310625553131104, + 0.052127107977867126, + 0.009492418728768826, + 0.01423207763582468 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.3523097038269043 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063509702682495 + ], + "opposite_logprob_tokens": [ + -0.2813509404659271 + ], + "logprob_reward": -1.4063509702682495, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063509702682495, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13569363951683044, + 0.06875544041395187, + 0.2018946260213852, + 0.12397384643554688, + 0.04525568708777428, + 0.045697323977947235, + 0.12424574047327042, + 0.14842666685581207, + 0.072512187063694, + 0.03354485332965851 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -1.4063509702682495 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026418412104249 + ], + "opposite_logprob_tokens": [ + -3.651418447494507 + ], + "logprob_reward": -0.026418412104249, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026418412104249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1412104368209839, + 0.06672538816928864, + 0.3593675196170807, + 0.05818900465965271, + 0.055036045610904694, + 0.05163902789354324, + 0.089043028652668, + 0.1221800372004509, + 0.020138978958129883, + 0.03647058084607124 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.026418412104249 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4744717478752136 + ], + "opposite_logprob_tokens": [ + -0.9744717478752136 + ], + "logprob_reward": -0.4744717478752136, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4744717478752136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22422213852405548, + 0.043055757880210876, + 0.06865046173334122, + 0.06873799860477448, + 0.05595077574253082, + 0.08635594695806503, + 0.20146042108535767, + 0.18673068284988403, + 0.030303267762064934, + 0.03453250974416733 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.4744717478752136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012564195320010185 + ], + "opposite_logprob_tokens": [ + -4.387564182281494 + ], + "logprob_reward": -0.012564195320010185, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012564195320010185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17718802392482758, + 0.08031333982944489, + 0.2759566903114319, + 0.04259200766682625, + 0.11969000101089478, + 0.01890360191464424, + 0.0458628386259079, + 0.06449414789676666, + 0.01494260411709547, + 0.16005675494670868 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.012564195320010185 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This extremely close-up macro shot, perfectly centered and static, captures the captivating dance of a bicycle chain and gears in stunning detail. Each individual link is crafted from dark gunmetal gray steel, coated with a sticky, gleaming black oil that glows wetly in the light, revealing tiny scratches and signs of wear. The chain spins rapidly with mechanical precision, circling polished silver gears whose sharp, precisely machined teeth grip the chain's rollers with unerring accuracy, pulling the components through a continuous, high-speed blur. The entire mechanism is bathed in direct sunlight, creating brilliant, mirror-like highlights on the oily surfaces and casting deep, sharp shadows within the intricate components, emphasizing their three-dimensional forms. The background, completely dissolved into a creamy, out-of-focus bokeh composed of sun-dappled greens and browns, suggests an outdoor path and helps isolate the subject. This intense focus on the complex movement, combined with the rapid, hypnotic motion, creates a powerful and focused atmosphere of raw efficiency and engineering beauty.", + "seed": 18828, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_1/index_8677_seed_18828_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.60341004319489, + "vlm_logprob": -0.60341004319489, + "vlm_yes_no_margin": 1.350000011920929, + "vlm_token_credit": -0.60341004319489, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.40701162815094 + ], + "opposite_logprob_tokens": [ + -0.28201159834861755 + ], + "logprob_reward": -1.40701162815094, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.40701162815094, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1001792922616005, + 0.10600681602954865, + 0.07228881120681763, + 0.3136851191520691, + 0.07796227186918259, + 0.22856184840202332, + 0.019602935761213303, + 0.01709357090294361, + 0.03380383551120758, + 0.030815448611974716 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -1.40701162815094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134658336639404 + ], + "opposite_logprob_tokens": [ + -0.3134658932685852 + ], + "logprob_reward": -1.3134658336639404, + "yes_no_margin_reward": -0.9999999403953552, + "token_credit_reward": -1.3134658336639404, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07908602058887482, + 0.09825544059276581, + 0.07432229816913605, + 0.4282383918762207, + 0.033347237855196, + 0.0813373327255249, + 0.043702807277441025, + 0.029374634847044945, + 0.018337074667215347, + 0.11399875581264496 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -1.3134658336639404 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062161099165678024 + ], + "opposite_logprob_tokens": [ + -2.8121612071990967 + ], + "logprob_reward": -0.062161099165678024, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062161099165678024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1200401782989502, + 0.0691208690404892, + 0.1389930695295334, + 0.3272925913333893, + 0.08632256835699081, + 0.12276944518089294, + 0.01622048206627369, + 0.02447499893605709, + 0.025405684486031532, + 0.06936009228229523 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.062161099165678024 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22576120495796204 + ], + "opposite_logprob_tokens": [ + -1.6007611751556396 + ], + "logprob_reward": -0.22576120495796204, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22576120495796204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11208409070968628, + 0.07191235572099686, + 0.10438044369220734, + 0.29231518507003784, + 0.07426672428846359, + 0.22210660576820374, + 0.032841652631759644, + 0.023164847865700722, + 0.03108668327331543, + 0.03584146872162819 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.22576120495796204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a bicycle chain and gears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly centered and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the chain links dark gunmetal gray steel coated with a sticky, gleaming black oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the gears polished silver with sharp, precisely machined teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a creamy, out-of-focus bokeh of sun-dappled greens and browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865045003592968 + ], + "opposite_logprob_tokens": [ + -4.758650302886963 + ], + "logprob_reward": -0.00865045003592968, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865045003592968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11537555605173111, + 0.04752735793590546, + 0.05422722548246384, + 0.3438493013381958, + 0.08067675679922104, + 0.1293344795703888, + 0.01821282133460045, + 0.025580424815416336, + 0.024616675451397896, + 0.16059941053390503 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.00865045003592968 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_10/index_tensor([2573, 2573])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_10/index_tensor([2573, 2573])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3f28379038aa4ccbc7a434a99715a61e44156bbf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_10/index_tensor([2573, 2573])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static shot shot upward from the street captures this moment of violent aesthetics in extreme slow motion. Beneath the deep night, the gleaming glass front of a convenience store stands still. The cool white fluorescent light from within filters through, illuminating a patch of damp sidewalk in front of it, a stark contrast to the warm yellow halo of the streetlights beyond. Suddenly, a red building brick, its edges worn and its surface stained with dried mortar, rips through the dark air with ferocious kinetic energy, crashing precisely into the center of the glass door. At the moment of contact, a silent, destructive blossom unfolds: Centered at the point of impact, a spiderweb of cracks spreads across the entire surface of the glass at a visible speed. Then, the entire pane bends inward to its limit before violently exploding. Countless sharp glass fragments of various sizes and shapes, like detonated diamond stardust, are violently ejected towards the camera. Each piece of glass rolls and dances in the air, and its sharp surface captures and refracts the cold light from the store and the warm light from the street at the same time in one ten-thousandth of a second, creating a brief and dazzling storm of light and shadow. The whole picture is full of sudden destructive power and breathtaking visual impact.", + "seed": 5173, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_10/index_2573_seed_5173_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.42851461432874205, + "vlm_logprob": -0.42851461432874205, + "vlm_yes_no_margin": 1.575, + "vlm_token_credit": -0.42851461432874205, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21132414042949677 + ], + "opposite_logprob_tokens": [ + -1.7113240957260132 + ], + "logprob_reward": -0.21132414042949677, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21132414042949677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1421886682510376, + 0.15417152643203735, + 0.06972400099039078, + 0.23836851119995117, + 0.06634834408760071, + 0.09088434278964996, + 0.04367654025554657, + 0.08920379728078842, + 0.04065002128481865, + 0.06478425115346909 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.21132414042949677 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005734205245972 + ], + "opposite_logprob_tokens": [ + -0.22557342052459717 + ], + "logprob_reward": -1.6005734205245972, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005734205245972, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07918010652065277, + 0.06060076132416725, + 0.023657090961933136, + 0.17628860473632812, + 0.41251516342163086, + 0.11870969831943512, + 0.037311773747205734, + 0.050644613802433014, + 0.011958634480834007, + 0.02913355827331543 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -1.6005734205245972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25215697288513184 + ], + "opposite_logprob_tokens": [ + -1.5021569728851318 + ], + "logprob_reward": -0.25215697288513184, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25215697288513184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17145805060863495, + 0.06359249353408813, + 0.0505870021879673, + 0.20902977883815765, + 0.32868990302085876, + 0.059982772916555405, + 0.024735698476433754, + 0.052799634635448456, + 0.018091030418872833, + 0.021033596247434616 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.25215697288513184 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048700083047151566 + ], + "opposite_logprob_tokens": [ + -3.0487000942230225 + ], + "logprob_reward": -0.048700083047151566, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048700083047151566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10643362998962402, + 0.06642773002386093, + 0.045458752661943436, + 0.3452674150466919, + 0.14796088635921478, + 0.07007519900798798, + 0.0498075969517231, + 0.10484270751476288, + 0.025485627353191376, + 0.03824043273925781 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.048700083047151566 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029818454757332802 + ], + "opposite_logprob_tokens": [ + -3.529818534851074 + ], + "logprob_reward": -0.029818454757332802, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029818454757332802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0755462795495987, + 0.041140299290418625, + 0.03363802656531334, + 0.07864458858966827, + 0.5017662048339844, + 0.06423556804656982, + 0.07721854746341705, + 0.07254938781261444, + 0.01479552872478962, + 0.0404655858874321 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.029818454757332802 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot shot upward from the street captures this moment of violent aesthetics in extreme slow motion. Beneath the deep night, the gleaming glass front of a convenience store stands still. The cool white fluorescent light from within filters through, illuminating a patch of damp sidewalk in front of it, a stark contrast to the warm yellow halo of the streetlights beyond. Suddenly, a red building brick, its edges worn and its surface stained with dried mortar, rips through the dark air with ferocious kinetic energy, crashing precisely into the center of the glass door. At the moment of contact, a silent, destructive blossom unfolds: Centered at the point of impact, a spiderweb of cracks spreads across the entire surface of the glass at a visible speed. Then, the entire pane bends inward to its limit before violently exploding. Countless sharp glass fragments of various sizes and shapes, like detonated diamond stardust, are violently ejected towards the camera. Each piece of glass rolls and dances in the air, and its sharp surface captures and refracts the cold light from the store and the warm light from the street at the same time in one ten-thousandth of a second, creating a brief and dazzling storm of light and shadow. The whole picture is full of sudden destructive power and breathtaking visual impact.", + "seed": 5174, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_10/index_2573_seed_5174_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5218347318470478, + "vlm_logprob": -0.5218347318470478, + "vlm_yes_no_margin": 1.224999988079071, + "vlm_token_credit": -0.5218347318470478, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3574533760547638 + ], + "opposite_logprob_tokens": [ + -1.2324533462524414 + ], + "logprob_reward": -0.3574533760547638, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3574533760547638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17243780195713043, + 0.021826351061463356, + 0.04779128357768059, + 0.3212988078594208, + 0.02666367217898369, + 0.08601030707359314, + 0.14925433695316315, + 0.09677976369857788, + 0.04269417002797127, + 0.03524356335401535 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.3574533760547638 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8048827648162842 + ], + "opposite_logprob_tokens": [ + -0.17988277971744537 + ], + "logprob_reward": -1.8048827648162842, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8048827648162842, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10887652635574341, + 0.10836455225944519, + 0.04933486506342888, + 0.21209430694580078, + 0.04110113903880119, + 0.0549723356962204, + 0.2793569266796112, + 0.08260982483625412, + 0.028838032856583595, + 0.03445151448249817 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -1.8048827648162842 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34873276948928833 + ], + "opposite_logprob_tokens": [ + -1.2237327098846436 + ], + "logprob_reward": -0.34873276948928833, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34873276948928833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09954509139060974, + 0.17601703107357025, + 0.08345690369606018, + 0.14330871403217316, + 0.03605942055583, + 0.050621144473552704, + 0.2572939097881317, + 0.08773971349000931, + 0.032194722443819046, + 0.033763349056243896 + ], + "top_frames": [ + 6, + 1, + 3 + ], + "selected_reward": -0.34873276948928833 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055007778108119965 + ], + "opposite_logprob_tokens": [ + -2.9300076961517334 + ], + "logprob_reward": -0.055007778108119965, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055007778108119965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061448559165000916, + 0.2500937581062317, + 0.07724446058273315, + 0.0786404088139534, + 0.04214266687631607, + 0.050114795565605164, + 0.2406044751405716, + 0.10240060091018677, + 0.04178902134299278, + 0.05552123859524727 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.055007778108119965 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309697076678276 + ], + "opposite_logprob_tokens": [ + -3.1680970191955566 + ], + "logprob_reward": -0.04309697076678276, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309697076678276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02983182668685913, + 0.04203870892524719, + 0.06963343918323517, + 0.20146985352039337, + 0.036643221974372864, + 0.03514580801129341, + 0.4090013802051544, + 0.11244278401136398, + 0.02407204732298851, + 0.039720967411994934 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.04309697076678276 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot shot upward from the street captures this moment of violent aesthetics in extreme slow motion. Beneath the deep night, the gleaming glass front of a convenience store stands still. The cool white fluorescent light from within filters through, illuminating a patch of damp sidewalk in front of it, a stark contrast to the warm yellow halo of the streetlights beyond. Suddenly, a red building brick, its edges worn and its surface stained with dried mortar, rips through the dark air with ferocious kinetic energy, crashing precisely into the center of the glass door. At the moment of contact, a silent, destructive blossom unfolds: Centered at the point of impact, a spiderweb of cracks spreads across the entire surface of the glass at a visible speed. Then, the entire pane bends inward to its limit before violently exploding. Countless sharp glass fragments of various sizes and shapes, like detonated diamond stardust, are violently ejected towards the camera. Each piece of glass rolls and dances in the air, and its sharp surface captures and refracts the cold light from the store and the warm light from the street at the same time in one ten-thousandth of a second, creating a brief and dazzling storm of light and shadow. The whole picture is full of sudden destructive power and breathtaking visual impact.", + "seed": 5175, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_10/index_2573_seed_5175_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.58193891197443, + "vlm_logprob": -0.58193891197443, + "vlm_yes_no_margin": 0.8750000238418579, + "vlm_token_credit": -0.58193891197443, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5048582553863525 + ], + "opposite_logprob_tokens": [ + -1.0048582553863525 + ], + "logprob_reward": -0.5048582553863525, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.5048582553863525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19627104699611664, + 0.04311307519674301, + 0.07856086641550064, + 0.09324824064970016, + 0.10048552602529526, + 0.13162194192409515, + 0.06475044041872025, + 0.08369503170251846, + 0.13646860420703888, + 0.07178522646427155 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.5048582553863525 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9103739261627197 + ], + "opposite_logprob_tokens": [ + -0.16037389636039734 + ], + "logprob_reward": -1.9103739261627197, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9103739261627197, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05266117677092552, + 0.0425223745405674, + 0.11895154416561127, + 0.16676610708236694, + 0.046369168907403946, + 0.045310430228710175, + 0.038082536309957504, + 0.061440229415893555, + 0.37716665863990784, + 0.05072977393865585 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -1.9103739261627197 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1429082453250885 + ], + "opposite_logprob_tokens": [ + -2.0179083347320557 + ], + "logprob_reward": -0.1429082453250885, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1429082453250885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12975363433361053, + 0.1105998083949089, + 0.3258649706840515, + 0.11668313294649124, + 0.03970186412334442, + 0.06695259362459183, + 0.049539390951395035, + 0.037477653473615646, + 0.09313305467367172, + 0.030293839052319527 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.1429082453250885 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2814521789550781 + ], + "opposite_logprob_tokens": [ + -1.4064521789550781 + ], + "logprob_reward": -0.2814521789550781, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2814521789550781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11693905293941498, + 0.05939676612615585, + 0.16945071518421173, + 0.20024335384368896, + 0.07042381912469864, + 0.07598814368247986, + 0.05144829675555229, + 0.07916732877492905, + 0.10900289565324783, + 0.0679396539926529 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.2814521789550781 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07010195404291153 + ], + "opposite_logprob_tokens": [ + -2.6951019763946533 + ], + "logprob_reward": -0.07010195404291153, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07010195404291153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09701120853424072, + 0.07343300431966782, + 0.1292535364627838, + 0.18824879825115204, + 0.085183285176754, + 0.06662484258413315, + 0.06731651723384857, + 0.05808586627244949, + 0.14160315692424774, + 0.09323985129594803 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.07010195404291153 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot shot upward from the street captures this moment of violent aesthetics in extreme slow motion. Beneath the deep night, the gleaming glass front of a convenience store stands still. The cool white fluorescent light from within filters through, illuminating a patch of damp sidewalk in front of it, a stark contrast to the warm yellow halo of the streetlights beyond. Suddenly, a red building brick, its edges worn and its surface stained with dried mortar, rips through the dark air with ferocious kinetic energy, crashing precisely into the center of the glass door. At the moment of contact, a silent, destructive blossom unfolds: Centered at the point of impact, a spiderweb of cracks spreads across the entire surface of the glass at a visible speed. Then, the entire pane bends inward to its limit before violently exploding. Countless sharp glass fragments of various sizes and shapes, like detonated diamond stardust, are violently ejected towards the camera. Each piece of glass rolls and dances in the air, and its sharp surface captures and refracts the cold light from the store and the warm light from the street at the same time in one ten-thousandth of a second, creating a brief and dazzling storm of light and shadow. The whole picture is full of sudden destructive power and breathtaking visual impact.", + "seed": 5176, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_10/index_2573_seed_5176_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4293144248425961, + "vlm_logprob": -0.4293144248425961, + "vlm_yes_no_margin": 1.3499999940395355, + "vlm_token_credit": -0.4293144248425961, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.48323968052864075 + ], + "opposite_logprob_tokens": [ + -0.9832396507263184 + ], + "logprob_reward": -0.48323968052864075, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.48323968052864075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09994392096996307, + 0.1339534968137741, + 0.2107139378786087, + 0.1145198717713356, + 0.0383622907102108, + 0.055511657148599625, + 0.020932640880346298, + 0.12937228381633759, + 0.1623292714357376, + 0.03436073288321495 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.48323968052864075 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.40631902217865 + ], + "opposite_logprob_tokens": [ + -0.2813190221786499 + ], + "logprob_reward": -1.40631902217865, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.40631902217865, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2613464891910553, + 0.11357859522104263, + 0.08393221348524094, + 0.16919715702533722, + 0.07361338287591934, + 0.048862725496292114, + 0.05231783911585808, + 0.06445562094449997, + 0.09550873190164566, + 0.03718724101781845 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -1.40631902217865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129719540476799 + ], + "opposite_logprob_tokens": [ + -2.2379720211029053 + ], + "logprob_reward": -0.1129719540476799, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129719540476799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2806505262851715, + 0.09715623408555984, + 0.035170476883649826, + 0.17449380457401276, + 0.047139525413513184, + 0.040275540202856064, + 0.019952652975916862, + 0.12596675753593445, + 0.1454710066318512, + 0.03372345119714737 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.1129719540476799 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907577395439148 + ], + "opposite_logprob_tokens": [ + -2.464075803756714 + ], + "logprob_reward": -0.08907577395439148, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907577395439148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1651671975851059, + 0.11734074354171753, + 0.09789196401834488, + 0.12107419967651367, + 0.0658968836069107, + 0.06203757971525192, + 0.06499097496271133, + 0.12406562268733978, + 0.09846086800098419, + 0.08307398110628128 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.08907577395439148 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking upward from the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a red building brick with worn edges and dried mortar stains crash into the center of a glass door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the glass door crack in a spiderweb pattern and then explode into sharp fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the glass fragments shown rolling and dancing in the air while refracting both cool white and warm yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496569350361824 + ], + "opposite_logprob_tokens": [ + -2.9299657344818115 + ], + "logprob_reward": -0.05496569350361824, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496569350361824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1910451501607895, + 0.11074112355709076, + 0.13893865048885345, + 0.12764404714107513, + 0.0782114565372467, + 0.07269902527332306, + 0.05297571420669556, + 0.08232253789901733, + 0.0935608446598053, + 0.0518614836037159 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.05496569350361824 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_11/index_tensor([5090, 5090])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_11/index_tensor([5090, 5090])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c2a392f4a552acf783a3a5b9c045787c37c767f8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_11/index_tensor([5090, 5090])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning macro close-up, from a side view parallel to the subject, the camera pans to the right with remarkable slowness and fluidity, closely following a mantis, its body a vibrant emerald green. It rests on a large, deeply veined banana leaf. Bright, warm sunlight filters through the canopy, striking its back with a powerful beam, giving its smooth exoskeleton a glassy, wet sheen. Atop its slender body, the mantis's triangular head shifts slightly, its large, black compound eyes gleaming with a deep light, while its slender antennae cautiously probe the air. Carefully, it raises one of its slender, powerful mid-limbs, pausing for an almost imperceptible moment in mid-air before taking a steady and deliberate step forward. The tiny claw at the end gently grasps the leaf's veins, which rise like miniature ridges. With this step, its entire body shifts a tiny distance forward, its sickle-shaped forelimbs tucked against its chest, maintaining perfect balance. The background is completely blurred by the extremely shallow depth of field, forming a dreamy background composed of soft green and golden spots. The whole picture is warm and vibrant, creating a quiet and focused atmosphere of the natural microcosm, full of the miracle and tension of life.", + "seed": 8474, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_11/index_5090_seed_8474_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.031099506188184023, + "vlm_logprob": -0.031099506188184023, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.031099506188184023, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01017136499285698 + ], + "opposite_logprob_tokens": [ + -4.635171413421631 + ], + "logprob_reward": -0.01017136499285698, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01017136499285698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09865878522396088, + 0.07978426665067673, + 0.016910972073674202, + 0.09789770841598511, + 0.0645439401268959, + 0.04762716591358185, + 0.026755360886454582, + 0.38471317291259766, + 0.04495389759540558, + 0.1381547451019287 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.01017136499285698 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080164462327957 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080164462327957, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080164462327957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10723203420639038, + 0.18178527057170868, + 0.06458382308483124, + 0.058287542313337326, + 0.15424805879592896, + 0.06550081819295883, + 0.03411651402711868, + 0.10506562888622284, + 0.11820119619369507, + 0.11097913235425949 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.011080164462327957 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062050413340330124 + ], + "opposite_logprob_tokens": [ + -2.8120503425598145 + ], + "logprob_reward": -0.062050413340330124, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062050413340330124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15083543956279755, + 0.26248109340667725, + 0.05494585633277893, + 0.09559207409620285, + 0.02537529356777668, + 0.06243390217423439, + 0.052147552371025085, + 0.1143222525715828, + 0.03417257219552994, + 0.14769390225410461 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.062050413340330124 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021971152164041996 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.0021971152164041996, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021971152164041996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12215849757194519, + 0.22787553071975708, + 0.030286533758044243, + 0.05809331685304642, + 0.06862486153841019, + 0.042743243277072906, + 0.08400849997997284, + 0.18176822364330292, + 0.06329440325498581, + 0.12114693969488144 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.0021971152164041996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999847292900085 + ], + "opposite_logprob_tokens": [ + -2.6949985027313232 + ], + "logprob_reward": -0.06999847292900085, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999847292900085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11966767907142639, + 0.13587641716003418, + 0.062376003712415695, + 0.16596047580242157, + 0.024897167459130287, + 0.030208326876163483, + 0.0785820409655571, + 0.22441501915454865, + 0.030247990041971207, + 0.127768874168396 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.06999847292900085 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning macro close-up, from a side view parallel to the subject, the camera pans to the right with remarkable slowness and fluidity, closely following a mantis, its body a vibrant emerald green. It rests on a large, deeply veined banana leaf. Bright, warm sunlight filters through the canopy, striking its back with a powerful beam, giving its smooth exoskeleton a glassy, wet sheen. Atop its slender body, the mantis's triangular head shifts slightly, its large, black compound eyes gleaming with a deep light, while its slender antennae cautiously probe the air. Carefully, it raises one of its slender, powerful mid-limbs, pausing for an almost imperceptible moment in mid-air before taking a steady and deliberate step forward. The tiny claw at the end gently grasps the leaf's veins, which rise like miniature ridges. With this step, its entire body shifts a tiny distance forward, its sickle-shaped forelimbs tucked against its chest, maintaining perfect balance. The background is completely blurred by the extremely shallow depth of field, forming a dreamy background composed of soft green and golden spots. The whole picture is warm and vibrant, creating a quiet and focused atmosphere of the natural microcosm, full of the miracle and tension of life.", + "seed": 8475, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_11/index_5090_seed_8475_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.034323220048099755, + "vlm_logprob": -0.034323220048099755, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.034323220048099755, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004940445069223642 + ], + "opposite_logprob_tokens": [ + -5.379940509796143 + ], + "logprob_reward": -0.004940445069223642, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004940445069223642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09606312215328217, + 0.11879443377256393, + 0.05843963474035263, + 0.23111048340797424, + 0.06617674976587296, + 0.05313853546977043, + 0.09932523965835571, + 0.1327933669090271, + 0.09355586022138596, + 0.050602566450834274 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.004940445069223642 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095619544386864 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.004095619544386864, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095619544386864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1173584908246994, + 0.20848309993743896, + 0.06432636827230453, + 0.14707325398921967, + 0.05495482310652733, + 0.0986798107624054, + 0.03363720700144768, + 0.07606471329927444, + 0.11029470711946487, + 0.08912753313779831 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.004095619544386864 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898382842540741 + ], + "opposite_logprob_tokens": [ + -2.578983783721924 + ], + "logprob_reward": -0.07898382842540741, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898382842540741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14458736777305603, + 0.19164563715457916, + 0.11769029498100281, + 0.040279947221279144, + 0.1824202835559845, + 0.03356294706463814, + 0.09567351639270782, + 0.03341810405254364, + 0.07915564626455307, + 0.08156625926494598 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.07898382842540741 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638269543647766 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.004638269543647766, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638269543647766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04451300948858261, + 0.05313076823949814, + 0.09977905452251434, + 0.17907777428627014, + 0.0997307300567627, + 0.03662007302045822, + 0.0819246843457222, + 0.18597577512264252, + 0.17486576735973358, + 0.044382333755493164 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.004638269543647766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789579376578331 + ], + "opposite_logprob_tokens": [ + -2.578958034515381 + ], + "logprob_reward": -0.0789579376578331, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789579376578331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05961805209517479, + 0.052190352231264114, + 0.09226185828447342, + 0.034448448568582535, + 0.17054620385169983, + 0.03347400948405266, + 0.10071424394845963, + 0.03830187767744064, + 0.08597948402166367, + 0.33246544003486633 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.0789579376578331 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning macro close-up, from a side view parallel to the subject, the camera pans to the right with remarkable slowness and fluidity, closely following a mantis, its body a vibrant emerald green. It rests on a large, deeply veined banana leaf. Bright, warm sunlight filters through the canopy, striking its back with a powerful beam, giving its smooth exoskeleton a glassy, wet sheen. Atop its slender body, the mantis's triangular head shifts slightly, its large, black compound eyes gleaming with a deep light, while its slender antennae cautiously probe the air. Carefully, it raises one of its slender, powerful mid-limbs, pausing for an almost imperceptible moment in mid-air before taking a steady and deliberate step forward. The tiny claw at the end gently grasps the leaf's veins, which rise like miniature ridges. With this step, its entire body shifts a tiny distance forward, its sickle-shaped forelimbs tucked against its chest, maintaining perfect balance. The background is completely blurred by the extremely shallow depth of field, forming a dreamy background composed of soft green and golden spots. The whole picture is warm and vibrant, creating a quiet and focused atmosphere of the natural microcosm, full of the miracle and tension of life.", + "seed": 8476, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_11/index_5090_seed_8476_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04850487655494362, + "vlm_logprob": -0.04850487655494362, + "vlm_yes_no_margin": 4.399999976158142, + "vlm_token_credit": -0.04850487655494362, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007177757099270821 + ], + "opposite_logprob_tokens": [ + -5.007177829742432 + ], + "logprob_reward": -0.007177757099270821, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007177757099270821, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20924226939678192, + 0.1252816617488861, + 0.12254229933023453, + 0.13466885685920715, + 0.0482952706515789, + 0.04549991711974144, + 0.07742283493280411, + 0.03904609754681587, + 0.07781830430030823, + 0.12018247693777084 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.007177757099270821 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002199375070631504 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.002199375070631504, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002199375070631504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.193258136510849, + 0.039391424506902695, + 0.11711926013231277, + 0.14143520593643188, + 0.2052510529756546, + 0.013930139131844044, + 0.053392667323350906, + 0.04732523486018181, + 0.10739150643348694, + 0.08150534331798553 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.002199375070631504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904142677783966 + ], + "opposite_logprob_tokens": [ + -2.4640414714813232 + ], + "logprob_reward": -0.08904142677783966, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904142677783966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0910373330116272, + 0.26228010654449463, + 0.07190394401550293, + 0.15920116007328033, + 0.020546918734908104, + 0.03123723343014717, + 0.059936314821243286, + 0.05994440242648125, + 0.058005109429359436, + 0.18590740859508514 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.08904142677783966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335444045253098 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335444045253098, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335444045253098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06971382349729538, + 0.15110184252262115, + 0.08689173310995102, + 0.1031993180513382, + 0.09098607301712036, + 0.033474914729595184, + 0.061383068561553955, + 0.046167850494384766, + 0.07618746906518936, + 0.2808939218521118 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.001335444045253098 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277037978172302 + ], + "opposite_logprob_tokens": [ + -2.017770290374756 + ], + "logprob_reward": -0.14277037978172302, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14277037978172302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17137929797172546, + 0.1296508014202118, + 0.10134539753198624, + 0.09816288948059082, + 0.049773965030908585, + 0.04241853952407837, + 0.05014864355325699, + 0.07512104511260986, + 0.05173256993293762, + 0.23026689887046814 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.14277037978172302 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning macro close-up, from a side view parallel to the subject, the camera pans to the right with remarkable slowness and fluidity, closely following a mantis, its body a vibrant emerald green. It rests on a large, deeply veined banana leaf. Bright, warm sunlight filters through the canopy, striking its back with a powerful beam, giving its smooth exoskeleton a glassy, wet sheen. Atop its slender body, the mantis's triangular head shifts slightly, its large, black compound eyes gleaming with a deep light, while its slender antennae cautiously probe the air. Carefully, it raises one of its slender, powerful mid-limbs, pausing for an almost imperceptible moment in mid-air before taking a steady and deliberate step forward. The tiny claw at the end gently grasps the leaf's veins, which rise like miniature ridges. With this step, its entire body shifts a tiny distance forward, its sickle-shaped forelimbs tucked against its chest, maintaining perfect balance. The background is completely blurred by the extremely shallow depth of field, forming a dreamy background composed of soft green and golden spots. The whole picture is warm and vibrant, creating a quiet and focused atmosphere of the natural microcosm, full of the miracle and tension of life.", + "seed": 8477, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_11/index_5090_seed_8477_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08880608875770121, + "vlm_logprob": -0.08880608875770121, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.08880608875770121, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03859933465719223 + ], + "opposite_logprob_tokens": [ + -3.2885992527008057 + ], + "logprob_reward": -0.03859933465719223, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03859933465719223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16773530840873718, + 0.08384433388710022, + 0.06269737333059311, + 0.05219973251223564, + 0.01675751619040966, + 0.03338008373975754, + 0.03131968528032303, + 0.10852698981761932, + 0.11232173442840576, + 0.3312171995639801 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.03859933465719223 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189996480941772 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.018189996480941772, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189996480941772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09585634618997574, + 0.058823101222515106, + 0.05599798262119293, + 0.044195711612701416, + 0.07642856240272522, + 0.20271456241607666, + 0.11715229600667953, + 0.10556254535913467, + 0.08222445845603943, + 0.16104449331760406 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.018189996480941772 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036200523376465 + ], + "opposite_logprob_tokens": [ + -1.9103620052337646 + ], + "logprob_reward": -0.16036200523376465, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036200523376465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19091041386127472, + 0.05915410444140434, + 0.06312698870897293, + 0.032110027968883514, + 0.02591896243393421, + 0.08056094497442245, + 0.11000637710094452, + 0.06435362249612808, + 0.2526242136955261, + 0.12123442441225052 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.16036200523376465 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335086883045733 + ], + "opposite_logprob_tokens": [ + -6.626335144042969 + ], + "logprob_reward": -0.001335086883045733, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335086883045733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2732453942298889, + 0.03259566053748131, + 0.15466167032718658, + 0.025683583691716194, + 0.04705648124217987, + 0.11818849295377731, + 0.03248792886734009, + 0.0268214400857687, + 0.2451801300048828, + 0.044079214334487915 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.001335086883045733 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a mantis with a vibrant emerald green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a large, deeply veined banana leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mantis raise a mid-limb to take a deliberate step forward while its forelimbs remain tucked against its chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with soft green and golden spots due to an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and fluidly from left to right while maintaining a side view parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255440205335617 + ], + "opposite_logprob_tokens": [ + -1.6005439758300781 + ], + "logprob_reward": -0.2255440205335617, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255440205335617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07118019461631775, + 0.071429044008255, + 0.0719667375087738, + 0.04992961883544922, + 0.07005060464143753, + 0.04804923012852669, + 0.0394633412361145, + 0.1787870228290558, + 0.26950550079345703, + 0.1296386867761612 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.2255440205335617 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_12/index_tensor([4586, 4586])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_12/index_tensor([4586, 4586])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4a405285d605570e97e1cb61adcd5415b497d11a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_12/index_tensor([4586, 4586])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a dynamic, immersive first-person perspective, the camera swiftly traverses a world crafted entirely from childlike hand-painted artwork. The ground is painted with soft, watercolor-like brushstrokes, creating a vibrant green meadow. In the distance, dotted with mountains, soft and blurred, their edges like cotton candy. The camera follows the adorable Zhu Bajie, his chubby body clad in a simple blue cloth garment. He runs forward with a clumsy yet joyful gait, his enormous ears flapping comically with his movements. Suddenly, a nimble figure acrobatically vaults overhead, landing effortlessly in front of Zhu Bajie—it's none other than Sun Wukong, adorned with a gleaming golden hoop and a vibrant tiger-skin skirt. His agile body brims with explosive energy, his face adorned with a playful, yet brilliant smile. The camera quickly pans left, following Sun Wukong's movements, capturing the moment when Zhu Bajie, after being stopped, loses his balance and hilariously falls backward onto the soft grass, bursting into a hearty laugh as he falls. The entire scene is bathed in bright, warm sunlight, with few shadows. The colors are highly saturated yet soft, imbued with the texture of crayons, perfectly creating an atmosphere of innocent, carefree playfulness and capturing this moment of pure and joyful friendship between them.", + "seed": 11075, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_12/index_4586_seed_11075_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03232313692569733, + "vlm_logprob": -0.03232313692569733, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.03232313692569733, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004476882051676512 + ], + "opposite_logprob_tokens": [ + -5.504477024078369 + ], + "logprob_reward": -0.004476882051676512, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004476882051676512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07662038505077362, + 0.2554849088191986, + 0.26451072096824646, + 0.08692318201065063, + 0.0843951478600502, + 0.09654496610164642, + 0.04681926593184471, + 0.029491428285837173, + 0.03896258398890495, + 0.020247485488653183 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.004476882051676512 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810269385576248 + ], + "opposite_logprob_tokens": [ + -3.288102626800537 + ], + "logprob_reward": -0.03810269385576248, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810269385576248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05541442334651947, + 0.06166388839483261, + 0.3397071063518524, + 0.03100251406431198, + 0.04255657643079758, + 0.03372373804450035, + 0.1849575936794281, + 0.05764947459101677, + 0.17810514569282532, + 0.015219556167721748 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.03810269385576248 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329867146909237 + ], + "opposite_logprob_tokens": [ + -3.773298740386963 + ], + "logprob_reward": -0.02329867146909237, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329867146909237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059934116899967194, + 0.025180000811815262, + 0.44117841124534607, + 0.0670502781867981, + 0.18202845752239227, + 0.09079866111278534, + 0.05379374325275421, + 0.025585927069187164, + 0.03356003016233444, + 0.020890330895781517 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.02329867146909237 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890059843659401 + ], + "opposite_logprob_tokens": [ + -2.464005947113037 + ], + "logprob_reward": -0.0890059843659401, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890059843659401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08847250044345856, + 0.2561982572078705, + 0.1581277996301651, + 0.1949371099472046, + 0.04388533532619476, + 0.031062867492437363, + 0.05717127397656441, + 0.03467349335551262, + 0.12065985798835754, + 0.014811540022492409 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.0890059843659401 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731452886015177 + ], + "opposite_logprob_tokens": [ + -5.0067315101623535 + ], + "logprob_reward": -0.006731452886015177, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731452886015177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058441560715436935, + 0.045151736587285995, + 0.33176708221435547, + 0.02673223800957203, + 0.029807711020112038, + 0.081464484333992, + 0.06163766235113144, + 0.024770230054855347, + 0.27843421697616577, + 0.061793114989995956 + ], + "top_frames": [ + 2, + 8, + 5 + ], + "selected_reward": -0.006731452886015177 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a dynamic, immersive first-person perspective, the camera swiftly traverses a world crafted entirely from childlike hand-painted artwork. The ground is painted with soft, watercolor-like brushstrokes, creating a vibrant green meadow. In the distance, dotted with mountains, soft and blurred, their edges like cotton candy. The camera follows the adorable Zhu Bajie, his chubby body clad in a simple blue cloth garment. He runs forward with a clumsy yet joyful gait, his enormous ears flapping comically with his movements. Suddenly, a nimble figure acrobatically vaults overhead, landing effortlessly in front of Zhu Bajie—it's none other than Sun Wukong, adorned with a gleaming golden hoop and a vibrant tiger-skin skirt. His agile body brims with explosive energy, his face adorned with a playful, yet brilliant smile. The camera quickly pans left, following Sun Wukong's movements, capturing the moment when Zhu Bajie, after being stopped, loses his balance and hilariously falls backward onto the soft grass, bursting into a hearty laugh as he falls. The entire scene is bathed in bright, warm sunlight, with few shadows. The colors are highly saturated yet soft, imbued with the texture of crayons, perfectly creating an atmosphere of innocent, carefree playfulness and capturing this moment of pure and joyful friendship between them.", + "seed": 11076, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_12/index_4586_seed_11076_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05902617815881968, + "vlm_logprob": -0.05902617815881968, + "vlm_yes_no_margin": 3.299999976158142, + "vlm_token_credit": -0.05902617815881968, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009272723458707333 + ], + "opposite_logprob_tokens": [ + -4.759272575378418 + ], + "logprob_reward": -0.009272723458707333, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009272723458707333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03927720710635185, + 0.06931851804256439, + 0.48656290769577026, + 0.027774294838309288, + 0.03936954215168953, + 0.13296514749526978, + 0.03109482303261757, + 0.02150742895901203, + 0.03571944311261177, + 0.11641067266464233 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.009272723458707333 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705624103546143 + ], + "opposite_logprob_tokens": [ + -2.127056121826172 + ], + "logprob_reward": -0.12705624103546143, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12705624103546143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23996087908744812, + 0.09815171360969543, + 0.08686498552560806, + 0.06233223155140877, + 0.023547887802124023, + 0.16868948936462402, + 0.037429362535476685, + 0.06810557097196579, + 0.06109035387635231, + 0.15382759273052216 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.12705624103546143 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005538046360016 + ], + "opposite_logprob_tokens": [ + -2.6950554847717285 + ], + "logprob_reward": -0.07005538046360016, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005538046360016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09773708134889603, + 0.12875989079475403, + 0.041322335600852966, + 0.2732691764831543, + 0.040311556309461594, + 0.07531850785017014, + 0.05265318974852562, + 0.06327701359987259, + 0.14528866112232208, + 0.08206260204315186 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.07005538046360016 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896620035171509 + ], + "opposite_logprob_tokens": [ + -2.5789661407470703 + ], + "logprob_reward": -0.07896620035171509, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896620035171509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06662094593048096, + 0.16204655170440674, + 0.07354947924613953, + 0.11362656950950623, + 0.041317496448755264, + 0.33368560671806335, + 0.04935309290885925, + 0.060332056134939194, + 0.03685429319739342, + 0.06261389702558517 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.07896620035171509 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780345484614372 + ], + "opposite_logprob_tokens": [ + -4.634780406951904 + ], + "logprob_reward": -0.009780345484614372, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780345484614372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03157616779208183, + 0.06543462723493576, + 0.030699746683239937, + 0.2319224327802658, + 0.02153923362493515, + 0.22358810901641846, + 0.032790280878543854, + 0.12484706938266754, + 0.06082676723599434, + 0.17677558958530426 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.009780345484614372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a dynamic, immersive first-person perspective, the camera swiftly traverses a world crafted entirely from childlike hand-painted artwork. The ground is painted with soft, watercolor-like brushstrokes, creating a vibrant green meadow. In the distance, dotted with mountains, soft and blurred, their edges like cotton candy. The camera follows the adorable Zhu Bajie, his chubby body clad in a simple blue cloth garment. He runs forward with a clumsy yet joyful gait, his enormous ears flapping comically with his movements. Suddenly, a nimble figure acrobatically vaults overhead, landing effortlessly in front of Zhu Bajie—it's none other than Sun Wukong, adorned with a gleaming golden hoop and a vibrant tiger-skin skirt. His agile body brims with explosive energy, his face adorned with a playful, yet brilliant smile. The camera quickly pans left, following Sun Wukong's movements, capturing the moment when Zhu Bajie, after being stopped, loses his balance and hilariously falls backward onto the soft grass, bursting into a hearty laugh as he falls. The entire scene is bathed in bright, warm sunlight, with few shadows. The colors are highly saturated yet soft, imbued with the texture of crayons, perfectly creating an atmosphere of innocent, carefree playfulness and capturing this moment of pure and joyful friendship between them.", + "seed": 11077, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_12/index_4586_seed_11077_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.047864992544054984, + "vlm_logprob": -0.047864992544054984, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.047864992544054984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010121330618858337 + ], + "opposite_logprob_tokens": [ + -4.6351213455200195 + ], + "logprob_reward": -0.010121330618858337, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010121330618858337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26619675755500793, + 0.12369532138109207, + 0.0633477121591568, + 0.0522172674536705, + 0.08672413975000381, + 0.047116752713918686, + 0.059550151228904724, + 0.04523151367902756, + 0.21239003539085388, + 0.04353030398488045 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.010121330618858337 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030180215835571 + ], + "opposite_logprob_tokens": [ + -2.350301742553711 + ], + "logprob_reward": -0.10030180215835571, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030180215835571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09905054420232773, + 0.07221894711256027, + 0.09940801560878754, + 0.03450269624590874, + 0.06080799177289009, + 0.03322843089699745, + 0.03437039628624916, + 0.025634601712226868, + 0.5144873857498169, + 0.026290951296687126 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.10030180215835571 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016079042106866837 + ], + "opposite_logprob_tokens": [ + -4.141078948974609 + ], + "logprob_reward": -0.016079042106866837, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016079042106866837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07723695039749146, + 0.0738212987780571, + 0.10514199733734131, + 0.04223192110657692, + 0.29758545756340027, + 0.06361392140388489, + 0.08051611483097076, + 0.051672350615262985, + 0.17296233773231506, + 0.03521767258644104 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.016079042106866837 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1002877876162529 + ], + "opposite_logprob_tokens": [ + -2.350287675857544 + ], + "logprob_reward": -0.1002877876162529, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1002877876162529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13282246887683868, + 0.14043177664279938, + 0.08937694132328033, + 0.07981815934181213, + 0.09166214615106583, + 0.14375434815883636, + 0.08047720789909363, + 0.05012586712837219, + 0.16845518350601196, + 0.023075813427567482 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.1002877876162529 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253500021994114 + ], + "opposite_logprob_tokens": [ + -4.387535095214844 + ], + "logprob_reward": -0.01253500021994114, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253500021994114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.134454146027565, + 0.03177623823285103, + 0.05177338793873787, + 0.035439394414424896, + 0.0616428442299366, + 0.05105603113770485, + 0.033776529133319855, + 0.029721902683377266, + 0.4908609092235565, + 0.07949867099523544 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.01253500021994114 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a dynamic, immersive first-person perspective, the camera swiftly traverses a world crafted entirely from childlike hand-painted artwork. The ground is painted with soft, watercolor-like brushstrokes, creating a vibrant green meadow. In the distance, dotted with mountains, soft and blurred, their edges like cotton candy. The camera follows the adorable Zhu Bajie, his chubby body clad in a simple blue cloth garment. He runs forward with a clumsy yet joyful gait, his enormous ears flapping comically with his movements. Suddenly, a nimble figure acrobatically vaults overhead, landing effortlessly in front of Zhu Bajie—it's none other than Sun Wukong, adorned with a gleaming golden hoop and a vibrant tiger-skin skirt. His agile body brims with explosive energy, his face adorned with a playful, yet brilliant smile. The camera quickly pans left, following Sun Wukong's movements, capturing the moment when Zhu Bajie, after being stopped, loses his balance and hilariously falls backward onto the soft grass, bursting into a hearty laugh as he falls. The entire scene is bathed in bright, warm sunlight, with few shadows. The colors are highly saturated yet soft, imbued with the texture of crayons, perfectly creating an atmosphere of innocent, carefree playfulness and capturing this moment of pure and joyful friendship between them.", + "seed": 11078, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_12/index_4586_seed_11078_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05548286838456988, + "vlm_logprob": -0.05548286838456988, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.05548286838456988, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00711786700412631 + ], + "opposite_logprob_tokens": [ + -5.007117748260498 + ], + "logprob_reward": -0.00711786700412631, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00711786700412631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16372960805892944, + 0.1082371175289154, + 0.10266821831464767, + 0.07683701813220978, + 0.05583827197551727, + 0.0892769992351532, + 0.1383451223373413, + 0.07295311987400055, + 0.1001042053103447, + 0.09201035648584366 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.00711786700412631 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031819343566895 + ], + "opposite_logprob_tokens": [ + -2.350318193435669 + ], + "logprob_reward": -0.10031819343566895, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031819343566895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18883086740970612, + 0.04511698707938194, + 0.08770916610956192, + 0.0393386110663414, + 0.036510419100522995, + 0.044196709990501404, + 0.3440598249435425, + 0.08671208471059799, + 0.06064624339342117, + 0.066879041492939 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.10031819343566895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207304447889328 + ], + "opposite_logprob_tokens": [ + -2.812072992324829 + ], + "logprob_reward": -0.06207304447889328, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207304447889328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11607667803764343, + 0.032493628561496735, + 0.059861406683921814, + 0.05061154440045357, + 0.11548523604869843, + 0.05052874609827995, + 0.3476097583770752, + 0.056175265461206436, + 0.11229437589645386, + 0.05886327475309372 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.06207304447889328 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028066486120224 + ], + "opposite_logprob_tokens": [ + -2.35028076171875 + ], + "logprob_reward": -0.10028066486120224, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028066486120224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12184012681245804, + 0.08336231112480164, + 0.06298505514860153, + 0.08251875638961792, + 0.1013307198882103, + 0.030392726883292198, + 0.2562694251537323, + 0.1099189892411232, + 0.08831275999546051, + 0.06306914240121841 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.10028066486120224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the entire scene that of childlike hand-painted artwork with crayon or watercolor textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character Zhu Bajie visible, wearing a simple blue cloth garment with enormous ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Sun Wukong visible, wearing a gleaming golden hoop and a vibrant tiger-skin skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan left to follow Sun Wukong's movements after he vaults overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does Zhu Bajie fall backward onto the soft grass and burst into a hearty laugh at the end of the clip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624572142958641 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624572142958641, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624572142958641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06354554742574692, + 0.0303072277456522, + 0.05413064733147621, + 0.08729325979948044, + 0.04747224599123001, + 0.06137485057115555, + 0.20962759852409363, + 0.11970575153827667, + 0.15353497862815857, + 0.17300784587860107 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.007624572142958641 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_13/index_tensor([6632, 6632])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_13/index_tensor([6632, 6632])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..41399049f18302c9aea8e694d0ab01976cfda507 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_13/index_tensor([6632, 6632])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An eye-level tracking shot smoothly follows a lone cyclist from the side as they pedal at a steady, rhythmic pace along a narrow dirt road that winds deep into an old-growth forest. The determined cyclist, dressed in a soft forest-green windbreaker over dark cycling shorts and a black helmet, leans forward over the handlebars of a sturdy mountain bike, its knobby tires kicking up a light cloud of dust. The scene is bathed in the magical glow of a sun-dappled afternoon; brilliant golden sunlight penetrates the dense canopy, casting shifting highlights and deep shadows on the rider and the road. Towering trees, their trunks covered in moss and thick with ferns, line the path, creating a profound sense of tranquility and seclusion. As the cyclist progresses with deliberate determination, a secluded cabin gradually emerges from the background, nestled organically among the trees. Its weathered timber siding and simple, dark roofline suggest a quiet existence far removed from the modern world, enhancing the serene and slightly mysterious atmosphere of the journey.", + "seed": 25498, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_13/index_6632_seed_25498_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02590970415621996, + "vlm_logprob": -0.02590970415621996, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.02590970415621996, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06636661291122437 + ], + "opposite_logprob_tokens": [ + -3.066366672515869 + ], + "logprob_reward": -0.06636661291122437, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.06636661291122437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12836210429668427, + 0.05154208093881607, + 0.03312915563583374, + 0.20374077558517456, + 0.08685341477394104, + 0.08485615998506546, + 0.06450323760509491, + 0.09077607095241547, + 0.1810234636068344, + 0.07521358877420425 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.06636661291122437 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980491705238819 + ], + "opposite_logprob_tokens": [ + -3.5298049449920654 + ], + "logprob_reward": -0.02980491705238819, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980491705238819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06919745355844498, + 0.04287880286574364, + 0.13711532950401306, + 0.16748352348804474, + 0.14606139063835144, + 0.0938882976770401, + 0.05127397179603577, + 0.03883156552910805, + 0.20693834125995636, + 0.046331312507390976 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.02980491705238819 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535588815808296 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535588815808296, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535588815808296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13774509727954865, + 0.06029100716114044, + 0.046141430735588074, + 0.11124704778194427, + 0.07956986129283905, + 0.13694626092910767, + 0.03737737983465195, + 0.06167450547218323, + 0.16426797211170197, + 0.16473940014839172 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.012535588815808296 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009773734025657177 + ], + "opposite_logprob_tokens": [ + -4.6347737312316895 + ], + "logprob_reward": -0.009773734025657177, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009773734025657177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12422005832195282, + 0.06289301812648773, + 0.031089678406715393, + 0.07257475703954697, + 0.08212974667549133, + 0.024509822949767113, + 0.07072751224040985, + 0.0978461354970932, + 0.30472132563591003, + 0.1292879283428192 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.009773734025657177 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011067667976021767 + ], + "opposite_logprob_tokens": [ + -4.511067867279053 + ], + "logprob_reward": -0.011067667976021767, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011067667976021767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03392801433801651, + 0.02547811158001423, + 0.015772497281432152, + 0.06922237575054169, + 0.017991436645388603, + 0.016454437747597694, + 0.025272557511925697, + 0.1166163980960846, + 0.5676831007003784, + 0.11158103495836258 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.011067667976021767 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An eye-level tracking shot smoothly follows a lone cyclist from the side as they pedal at a steady, rhythmic pace along a narrow dirt road that winds deep into an old-growth forest. The determined cyclist, dressed in a soft forest-green windbreaker over dark cycling shorts and a black helmet, leans forward over the handlebars of a sturdy mountain bike, its knobby tires kicking up a light cloud of dust. The scene is bathed in the magical glow of a sun-dappled afternoon; brilliant golden sunlight penetrates the dense canopy, casting shifting highlights and deep shadows on the rider and the road. Towering trees, their trunks covered in moss and thick with ferns, line the path, creating a profound sense of tranquility and seclusion. As the cyclist progresses with deliberate determination, a secluded cabin gradually emerges from the background, nestled organically among the trees. Its weathered timber siding and simple, dark roofline suggest a quiet existence far removed from the modern world, enhancing the serene and slightly mysterious atmosphere of the journey.", + "seed": 25499, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_13/index_6632_seed_25499_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04455003347247839, + "vlm_logprob": -0.04455003347247839, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.04455003347247839, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12518112361431122 + ], + "opposite_logprob_tokens": [ + -2.375181198120117 + ], + "logprob_reward": -0.12518112361431122, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.12518112361431122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09058115631341934, + 0.18228623270988464, + 0.02775081992149353, + 0.028551509603857994, + 0.05035492405295372, + 0.11230652779340744, + 0.14641936123371124, + 0.08025628328323364, + 0.16473323106765747, + 0.1167600005865097 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.12518112361431122 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430765300989151 + ], + "opposite_logprob_tokens": [ + -3.168076515197754 + ], + "logprob_reward": -0.0430765300989151, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430765300989151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11993996053934097, + 0.08034802228212357, + 0.08049439638853073, + 0.06364671885967255, + 0.03588217869400978, + 0.0660829022526741, + 0.06471554189920425, + 0.31305381655693054, + 0.06558222323656082, + 0.11025425791740417 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0430765300989151 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606672629714012 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.01606672629714012, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606672629714012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34400370717048645, + 0.07089246064424515, + 0.03151797875761986, + 0.03658612444996834, + 0.03460061922669411, + 0.03176075220108032, + 0.10592793673276901, + 0.04158223420381546, + 0.102632537484169, + 0.2004956305027008 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.01606672629714012 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635913021862507 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.008635913021862507, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635913021862507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2179844230413437, + 0.06376775354146957, + 0.16046540439128876, + 0.035359546542167664, + 0.054449938237667084, + 0.055315691977739334, + 0.11154206842184067, + 0.051010701805353165, + 0.029703963547945023, + 0.22040048241615295 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.008635913021862507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029789874330163002 + ], + "opposite_logprob_tokens": [ + -3.529789924621582 + ], + "logprob_reward": -0.029789874330163002, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029789874330163002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11155115813016891, + 0.03316580131649971, + 0.32923397421836853, + 0.05349450930953026, + 0.19973552227020264, + 0.04540511593222618, + 0.02153143100440502, + 0.080567866563797, + 0.09261371195316315, + 0.03270084038376808 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.029789874330163002 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An eye-level tracking shot smoothly follows a lone cyclist from the side as they pedal at a steady, rhythmic pace along a narrow dirt road that winds deep into an old-growth forest. The determined cyclist, dressed in a soft forest-green windbreaker over dark cycling shorts and a black helmet, leans forward over the handlebars of a sturdy mountain bike, its knobby tires kicking up a light cloud of dust. The scene is bathed in the magical glow of a sun-dappled afternoon; brilliant golden sunlight penetrates the dense canopy, casting shifting highlights and deep shadows on the rider and the road. Towering trees, their trunks covered in moss and thick with ferns, line the path, creating a profound sense of tranquility and seclusion. As the cyclist progresses with deliberate determination, a secluded cabin gradually emerges from the background, nestled organically among the trees. Its weathered timber siding and simple, dark roofline suggest a quiet existence far removed from the modern world, enhancing the serene and slightly mysterious atmosphere of the journey.", + "seed": 25500, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_13/index_6632_seed_25500_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06182136796414852, + "vlm_logprob": -0.06182136796414852, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.06182136796414852, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08578885346651077 + ], + "opposite_logprob_tokens": [ + -3.0857889652252197 + ], + "logprob_reward": -0.08578885346651077, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.08578885346651077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09176134318113327, + 0.10790782421827316, + 0.060408152639865875, + 0.19828622043132782, + 0.05107152834534645, + 0.09024475514888763, + 0.10436888039112091, + 0.13787312805652618, + 0.10346677899360657, + 0.054611410945653915 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.08578885346651077 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205534189939499 + ], + "opposite_logprob_tokens": [ + -2.8120553493499756 + ], + "logprob_reward": -0.06205534189939499, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205534189939499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08913554251194, + 0.1186678484082222, + 0.0571477971971035, + 0.11918144673109055, + 0.09976165741682053, + 0.08987165987491608, + 0.06435775756835938, + 0.07226187735795975, + 0.18886512517929077, + 0.10074930638074875 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.06205534189939499 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183792009949684 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.018183792009949684, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183792009949684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07759121805429459, + 0.12758390605449677, + 0.026844527572393417, + 0.07240881025791168, + 0.14570720493793488, + 0.06546031683683395, + 0.0227352324873209, + 0.0338367335498333, + 0.3518156409263611, + 0.07601644098758698 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.018183792009949684 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016061563044786453 + ], + "opposite_logprob_tokens": [ + -4.141061782836914 + ], + "logprob_reward": -0.016061563044786453, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016061563044786453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10818078368902206, + 0.024781130254268646, + 0.055083200335502625, + 0.12358810752630234, + 0.016824422404170036, + 0.027994826436042786, + 0.05915836617350578, + 0.01887867972254753, + 0.4622401297092438, + 0.10327038168907166 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.016061563044786453 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270172894001007 + ], + "opposite_logprob_tokens": [ + -2.1270172595977783 + ], + "logprob_reward": -0.1270172894001007, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270172894001007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05648032948374748, + 0.6667170524597168, + 0.026813238859176636, + 0.016752511262893677, + 0.0082174651324749, + 0.0167732872068882, + 0.09070047736167908, + 0.01653430238366127, + 0.07720701396465302, + 0.02380434051156044 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.1270172894001007 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An eye-level tracking shot smoothly follows a lone cyclist from the side as they pedal at a steady, rhythmic pace along a narrow dirt road that winds deep into an old-growth forest. The determined cyclist, dressed in a soft forest-green windbreaker over dark cycling shorts and a black helmet, leans forward over the handlebars of a sturdy mountain bike, its knobby tires kicking up a light cloud of dust. The scene is bathed in the magical glow of a sun-dappled afternoon; brilliant golden sunlight penetrates the dense canopy, casting shifting highlights and deep shadows on the rider and the road. Towering trees, their trunks covered in moss and thick with ferns, line the path, creating a profound sense of tranquility and seclusion. As the cyclist progresses with deliberate determination, a secluded cabin gradually emerges from the background, nestled organically among the trees. Its weathered timber siding and simple, dark roofline suggest a quiet existence far removed from the modern world, enhancing the serene and slightly mysterious atmosphere of the journey.", + "seed": 25501, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_13/index_6632_seed_25501_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.042111726477742195, + "vlm_logprob": -0.042111726477742195, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.042111726477742195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13212144374847412 + ], + "opposite_logprob_tokens": [ + -2.3821215629577637 + ], + "logprob_reward": -0.13212144374847412, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.13212144374847412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1618526130914688, + 0.4049660861492157, + 0.024967746809124947, + 0.015436463057994843, + 0.04536403343081474, + 0.25131240487098694, + 0.03441458195447922, + 0.030969277024269104, + 0.01276275422424078, + 0.01795399747788906 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.13212144374847412 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043082352727651596 + ], + "opposite_logprob_tokens": [ + -3.1680822372436523 + ], + "logprob_reward": -0.043082352727651596, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043082352727651596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4343258738517761, + 0.1704176515340805, + 0.08530418574810028, + 0.025365089997649193, + 0.08921375125646591, + 0.04974403232336044, + 0.02828693576157093, + 0.01821933127939701, + 0.019616639241576195, + 0.07950656116008759 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.043082352727651596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253888476639986 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.01253888476639986, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253888476639986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34646856784820557, + 0.25904327630996704, + 0.045930538326501846, + 0.031340502202510834, + 0.07107710838317871, + 0.07656030356884003, + 0.03662724420428276, + 0.038446664810180664, + 0.02195483259856701, + 0.0725509449839592 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.01253888476639986 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636489786207676 + ], + "opposite_logprob_tokens": [ + -5.379636287689209 + ], + "logprob_reward": -0.004636489786207676, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636489786207676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23371762037277222, + 0.1937088966369629, + 0.08421295136213303, + 0.07375040650367737, + 0.0483393594622612, + 0.09214785695075989, + 0.07059628516435623, + 0.021580098196864128, + 0.04536709189414978, + 0.13657937943935394 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.004636489786207676 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken at eye-level and tracking the cyclist from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a soft forest-green windbreaker, dark cycling shorts, and a black helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sturdy mountain bike with knobby tires that are kicking up a light cloud of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a narrow dirt road winding through an old-growth forest with towering moss-covered trees and ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a secluded cabin with weathered timber siding and a dark roofline gradually emerge from the background as the cyclist progresses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018179461359977722 + ], + "opposite_logprob_tokens": [ + -4.018179416656494 + ], + "logprob_reward": -0.018179461359977722, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018179461359977722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1759510636329651, + 0.17484445869922638, + 0.053454943001270294, + 0.01931476779282093, + 0.056086912751197815, + 0.16923853754997253, + 0.021391306072473526, + 0.015970265492796898, + 0.040921926498413086, + 0.27282580733299255 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.018179461359977722 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_14/index_tensor([6491, 6491])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_14/index_tensor([6491, 6491])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..056f6c6a8644e61b6f6c9379249506d27ed0e82f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_14/index_tensor([6491, 6491])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from an extremely low angle across the snow, the camera slowly and steadily zooms in on a massive white tiger lurking in the distance, creating a profoundly surreal quality. The beast's massive body clings to the thickly packed ground, every muscle tense and brimming with potential, like a spring stretched to its limit. Its dense, white fur is streaked with vibrant black stripes, like ink. Each hair is clearly visible in the cold, diffused light of the overcast sky, even clung to tiny snowflakes. Its head is lowered, its icy blue eyes piercing the frigid air, locked with chilling concentration on an unseen prey off-screen. Its ears are flattened back against its skull, and only the tip of its tail, in its unconscious, rhythmic twitching, betrays its inner killing intent. The background is a silent birch forest, its dark, bare trunks contrasting sharply with the boundless white snow. The white breath exhaled from its nostrils instantly condenses into mist in the bitter cold. The entire scene is shrouded in a breathless, tense atmosphere. The cold tones and even light, lacking distinct shadows, together create a primitive, focused, and deadly hunting moment.", + "seed": 30027, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_14/index_6491_seed_30027_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08344443589448929, + "vlm_logprob": -0.08344443589448929, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.08344443589448929, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18312127888202667 + ], + "opposite_logprob_tokens": [ + -1.8081213235855103 + ], + "logprob_reward": -0.18312127888202667, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18312127888202667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12844951450824738, + 0.16019198298454285, + 0.06441683322191238, + 0.09675794094800949, + 0.17888310551643372, + 0.06402592360973358, + 0.07310890406370163, + 0.03936076536774635, + 0.14956294000148773, + 0.0452420674264431 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.18312127888202667 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381406769156456 + ], + "opposite_logprob_tokens": [ + -3.2881407737731934 + ], + "logprob_reward": -0.0381406769156456, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381406769156456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2331743687391281, + 0.14506427943706512, + 0.06244784966111183, + 0.03658689931035042, + 0.09437460452318192, + 0.05524688586592674, + 0.1237248033285141, + 0.042602721601724625, + 0.14474762976169586, + 0.06202992796897888 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0381406769156456 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0233097355812788 + ], + "opposite_logprob_tokens": [ + -3.7733097076416016 + ], + "logprob_reward": -0.0233097355812788, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0233097355812788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19048282504081726, + 0.06307690590620041, + 0.0771455392241478, + 0.09964963048696518, + 0.07392384856939316, + 0.16899774968624115, + 0.059544701129198074, + 0.04479391127824783, + 0.036552201956510544, + 0.18583270907402039 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.0233097355812788 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029808389022946358 + ], + "opposite_logprob_tokens": [ + -3.529808282852173 + ], + "logprob_reward": -0.029808389022946358, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029808389022946358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11422335356473923, + 0.11846636980772018, + 0.14240729808807373, + 0.1092415526509285, + 0.0626363605260849, + 0.03377491608262062, + 0.08040811121463776, + 0.13720294833183289, + 0.09228210151195526, + 0.10935702174901962 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.029808389022946358 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.142842099070549 + ], + "opposite_logprob_tokens": [ + -2.0178420543670654 + ], + "logprob_reward": -0.142842099070549, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.142842099070549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2337702214717865, + 0.11144790798425674, + 0.08003406226634979, + 0.08494272083044052, + 0.18664877116680145, + 0.10668928176164627, + 0.06086203083395958, + 0.02146472968161106, + 0.07315590977668762, + 0.04098441079258919 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.142842099070549 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low angle across the snow, the camera slowly and steadily zooms in on a massive white tiger lurking in the distance, creating a profoundly surreal quality. The beast's massive body clings to the thickly packed ground, every muscle tense and brimming with potential, like a spring stretched to its limit. Its dense, white fur is streaked with vibrant black stripes, like ink. Each hair is clearly visible in the cold, diffused light of the overcast sky, even clung to tiny snowflakes. Its head is lowered, its icy blue eyes piercing the frigid air, locked with chilling concentration on an unseen prey off-screen. Its ears are flattened back against its skull, and only the tip of its tail, in its unconscious, rhythmic twitching, betrays its inner killing intent. The background is a silent birch forest, its dark, bare trunks contrasting sharply with the boundless white snow. The white breath exhaled from its nostrils instantly condenses into mist in the bitter cold. The entire scene is shrouded in a breathless, tense atmosphere. The cold tones and even light, lacking distinct shadows, together create a primitive, focused, and deadly hunting moment.", + "seed": 30028, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_14/index_6491_seed_30028_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16011963449418545, + "vlm_logprob": -0.16011963449418545, + "vlm_yes_no_margin": 2.3999999880790712, + "vlm_token_credit": -0.16011963449418545, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4313381314277649 + ], + "opposite_logprob_tokens": [ + -1.0563380718231201 + ], + "logprob_reward": -0.4313381314277649, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.4313381314277649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47284984588623047, + 0.15344981849193573, + 0.08541321754455566, + 0.04177705571055412, + 0.033822353929281235, + 0.035713210701942444, + 0.05373481288552284, + 0.055624641478061676, + 0.04499570652842522, + 0.022619260475039482 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.4313381314277649 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020618509501218796 + ], + "opposite_logprob_tokens": [ + -3.895618438720703 + ], + "logprob_reward": -0.020618509501218796, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020618509501218796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07834946364164352, + 0.21296048164367676, + 0.04943160340189934, + 0.08388319611549377, + 0.0522795096039772, + 0.06380722671747208, + 0.13490130007266998, + 0.054564300924539566, + 0.22929027676582336, + 0.040532663464546204 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.020618509501218796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006527483463287 + ], + "opposite_logprob_tokens": [ + -2.6950652599334717 + ], + "logprob_reward": -0.07006527483463287, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006527483463287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08497568964958191, + 0.07634573429822922, + 0.051798105239868164, + 0.04577218368649483, + 0.09332731366157532, + 0.08401866257190704, + 0.19147777557373047, + 0.05250246077775955, + 0.2661820352077484, + 0.05360005423426628 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.07006527483463287 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353510096669197 + ], + "opposite_logprob_tokens": [ + -3.651353597640991 + ], + "logprob_reward": -0.026353510096669197, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353510096669197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15854991972446442, + 0.20691990852355957, + 0.07355774194002151, + 0.045682162046432495, + 0.030911341309547424, + 0.08211240917444229, + 0.024492260068655014, + 0.20054632425308228, + 0.08080992102622986, + 0.09641803801059723 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.026353510096669197 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2522227466106415 + ], + "opposite_logprob_tokens": [ + -1.5022227764129639 + ], + "logprob_reward": -0.2522227466106415, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2522227466106415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2226765900850296, + 0.15935230255126953, + 0.07094921171665192, + 0.053895097225904465, + 0.08874865621328354, + 0.07048708945512772, + 0.04491482675075531, + 0.032871395349502563, + 0.21877075731754303, + 0.03733407333493233 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.2522227466106415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low angle across the snow, the camera slowly and steadily zooms in on a massive white tiger lurking in the distance, creating a profoundly surreal quality. The beast's massive body clings to the thickly packed ground, every muscle tense and brimming with potential, like a spring stretched to its limit. Its dense, white fur is streaked with vibrant black stripes, like ink. Each hair is clearly visible in the cold, diffused light of the overcast sky, even clung to tiny snowflakes. Its head is lowered, its icy blue eyes piercing the frigid air, locked with chilling concentration on an unseen prey off-screen. Its ears are flattened back against its skull, and only the tip of its tail, in its unconscious, rhythmic twitching, betrays its inner killing intent. The background is a silent birch forest, its dark, bare trunks contrasting sharply with the boundless white snow. The white breath exhaled from its nostrils instantly condenses into mist in the bitter cold. The entire scene is shrouded in a breathless, tense atmosphere. The cold tones and even light, lacking distinct shadows, together create a primitive, focused, and deadly hunting moment.", + "seed": 30029, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_14/index_6491_seed_30029_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09178266022354364, + "vlm_logprob": -0.09178266022354364, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.09178266022354364, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2852024435997009 + ], + "opposite_logprob_tokens": [ + -1.4102025032043457 + ], + "logprob_reward": -0.2852024435997009, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2852024435997009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10888448357582092, + 0.040368881076574326, + 0.050403766334056854, + 0.06278529018163681, + 0.16809779405593872, + 0.09846413135528564, + 0.052019502967596054, + 0.1491125077009201, + 0.10281303524971008, + 0.1670505404472351 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.2852024435997009 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014223271049559116 + ], + "opposite_logprob_tokens": [ + -4.264223098754883 + ], + "logprob_reward": -0.014223271049559116, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014223271049559116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1189904659986496, + 0.04852869734168053, + 0.04749249666929245, + 0.06563359498977661, + 0.0840722918510437, + 0.06498415768146515, + 0.06358623504638672, + 0.12130318582057953, + 0.18274684250354767, + 0.20266208052635193 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.014223271049559116 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820310764014721 + ], + "opposite_logprob_tokens": [ + -4.018203258514404 + ], + "logprob_reward": -0.01820310764014721, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820310764014721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17455865442752838, + 0.07229752838611603, + 0.04436754062771797, + 0.11245615780353546, + 0.15573228895664215, + 0.04726577550172806, + 0.09473153948783875, + 0.11239229142665863, + 0.11010898649692535, + 0.07608924806118011 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.01820310764014721 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419694535434246 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.01419694535434246, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419694535434246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18951043486595154, + 0.12500914931297302, + 0.053118929266929626, + 0.08597645163536072, + 0.057256054133176804, + 0.13316400349140167, + 0.03799920156598091, + 0.1450069546699524, + 0.028656622394919395, + 0.14430220425128937 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.01419694535434246 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270875334739685 + ], + "opposite_logprob_tokens": [ + -2.1270875930786133 + ], + "logprob_reward": -0.1270875334739685, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270875334739685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19750425219535828, + 0.039835114032030106, + 0.04813551902770996, + 0.05268457159399986, + 0.15857258439064026, + 0.044624943286180496, + 0.19781608879566193, + 0.08208198100328445, + 0.08284591138362885, + 0.0958990752696991 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.1270875334739685 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low angle across the snow, the camera slowly and steadily zooms in on a massive white tiger lurking in the distance, creating a profoundly surreal quality. The beast's massive body clings to the thickly packed ground, every muscle tense and brimming with potential, like a spring stretched to its limit. Its dense, white fur is streaked with vibrant black stripes, like ink. Each hair is clearly visible in the cold, diffused light of the overcast sky, even clung to tiny snowflakes. Its head is lowered, its icy blue eyes piercing the frigid air, locked with chilling concentration on an unseen prey off-screen. Its ears are flattened back against its skull, and only the tip of its tail, in its unconscious, rhythmic twitching, betrays its inner killing intent. The background is a silent birch forest, its dark, bare trunks contrasting sharply with the boundless white snow. The white breath exhaled from its nostrils instantly condenses into mist in the bitter cold. The entire scene is shrouded in a breathless, tense atmosphere. The cold tones and even light, lacking distinct shadows, together create a primitive, focused, and deadly hunting moment.", + "seed": 30030, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_14/index_6491_seed_30030_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12357667237520217, + "vlm_logprob": -0.12357667237520217, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.12357667237520217, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3527931869029999 + ], + "opposite_logprob_tokens": [ + -1.2277932167053223 + ], + "logprob_reward": -0.3527931869029999, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3527931869029999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12563689053058624, + 0.08490586280822754, + 0.03831188753247261, + 0.1009063869714737, + 0.11526389420032501, + 0.06526906788349152, + 0.05459531769156456, + 0.07313141226768494, + 0.2803025543689728, + 0.06167667731642723 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.3527931869029999 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026403088122606277 + ], + "opposite_logprob_tokens": [ + -3.6514031887054443 + ], + "logprob_reward": -0.026403088122606277, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026403088122606277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09278076887130737, + 0.040455762296915054, + 0.05040976405143738, + 0.06837780773639679, + 0.04846338927745819, + 0.04678597301244736, + 0.04296128824353218, + 0.06284934282302856, + 0.42586201429367065, + 0.12105394154787064 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.026403088122606277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054987695068120956 + ], + "opposite_logprob_tokens": [ + -2.929987668991089 + ], + "logprob_reward": -0.054987695068120956, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054987695068120956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10914173722267151, + 0.0666373148560524, + 0.04441514238715172, + 0.12462238222360611, + 0.08941565454006195, + 0.07345058023929596, + 0.03860027343034744, + 0.07693564146757126, + 0.11642467230558395, + 0.260356605052948 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.054987695068120956 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294828832149506 + ], + "opposite_logprob_tokens": [ + -3.7732949256896973 + ], + "logprob_reward": -0.023294828832149506, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294828832149506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22019456326961517, + 0.07451969385147095, + 0.04720650985836983, + 0.07696419209241867, + 0.12552092969417572, + 0.1021822839975357, + 0.028709976002573967, + 0.04763057082891464, + 0.23746204376220703, + 0.039609238505363464 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.023294828832149506 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle across the snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on a massive white tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur white with vibrant black stripes, and are individual hairs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a silent birch forest with dark, bare trunks contrasting with white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tiger's head lowered with icy blue eyes locked on an unseen prey off-screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040456295013428 + ], + "opposite_logprob_tokens": [ + -1.9104045629501343 + ], + "logprob_reward": -0.16040456295013428, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040456295013428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2522214651107788, + 0.05651673302054405, + 0.04220476374030113, + 0.1028219610452652, + 0.057658851146698, + 0.11901871860027313, + 0.06314912438392639, + 0.0662686750292778, + 0.21149460971355438, + 0.028645159676671028 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.16040456295013428 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_15/index_tensor([2858, 2858])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_15/index_tensor([2858, 2858])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..854f389f86271a3f99050c204ca2742a805b1a16 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_15/index_tensor([2858, 2858])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight close-up initially focuses on the backrest of a black gaming chair, which is rocking violently back and forth in a frantic rhythm. Suddenly, the chair swivels 180 degrees to the right, stopping with a gust of wind, revealing its occupant—a young man dressed in a furry green dinosaur one-piece pajamas, the hood of which features cartoonish eyes and teeth, draped comically over his head. A toothbrush is tightly clasped in his mouth, a trace of white toothpaste foam still lingering at the corner. His left hand steadily grips a humming silicone electric facial scrubber, while his right hand frantically blind-types on a mechanical keyboard at an astonishing pace, his fingers flying across the keys. The camera then tilts downward, capturing an extreme close-up of the keyboard, revealing handwritten white stickers on several keycaps. Inscribed in Chinese in black marker is the phrase \"Slacking Key Stickers.\" The entire scene is illuminated by a mixture of cool morning light filtering through the blinds and the cool blue glow of a computer monitor, creating an atmosphere that is both focused and profoundly absurd and comical against the backdrop of a cluttered bedroom.", + "seed": 28354, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_15/index_2858_seed_28354_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04499297309666872, + "vlm_logprob": -0.04499297309666872, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.04499297309666872, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0703963115811348 + ], + "opposite_logprob_tokens": [ + -2.6953964233398438 + ], + "logprob_reward": -0.0703963115811348, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0703963115811348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4704984128475189, + 0.08755464106798172, + 0.25726231932640076, + 0.03334813565015793, + 0.056021012365818024, + 0.020721280947327614, + 0.024957550689578056, + 0.010582574643194675, + 0.022888872772455215, + 0.01616518571972847 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0703963115811348 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011110463179647923 + ], + "opposite_logprob_tokens": [ + -4.511110305786133 + ], + "logprob_reward": -0.011110463179647923, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011110463179647923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23348720371723175, + 0.151784747838974, + 0.23606102168560028, + 0.023560019209980965, + 0.1522977501153946, + 0.021744783967733383, + 0.08893389254808426, + 0.03188512101769447, + 0.016958225518465042, + 0.04328722134232521 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.011110463179647923 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026360128074884415 + ], + "opposite_logprob_tokens": [ + -3.651360034942627 + ], + "logprob_reward": -0.026360128074884415, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026360128074884415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08103912323713303, + 0.06716012209653854, + 0.19339066743850708, + 0.06800372898578644, + 0.16941502690315247, + 0.021930627524852753, + 0.033124133944511414, + 0.09288859367370605, + 0.18425120413303375, + 0.08879676461219788 + ], + "top_frames": [ + 2, + 8, + 4 + ], + "selected_reward": -0.026360128074884415 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038099709898233414 + ], + "opposite_logprob_tokens": [ + -3.288099765777588 + ], + "logprob_reward": -0.038099709898233414, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038099709898233414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1379830539226532, + 0.04958797246217728, + 0.20291182398796082, + 0.03647458925843239, + 0.0627480149269104, + 0.010833271779119968, + 0.040342237800359726, + 0.04096316918730736, + 0.36928439140319824, + 0.04887145385146141 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.038099709898233414 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899825274944305 + ], + "opposite_logprob_tokens": [ + -2.578998327255249 + ], + "logprob_reward": -0.07899825274944305, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899825274944305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7233724594116211, + 0.03171825781464577, + 0.01984972134232521, + 0.025756308808922768, + 0.04141785204410553, + 0.02578357607126236, + 0.011610842309892178, + 0.023824535310268402, + 0.07835710793733597, + 0.018309302628040314 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.07899825274944305 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight close-up initially focuses on the backrest of a black gaming chair, which is rocking violently back and forth in a frantic rhythm. Suddenly, the chair swivels 180 degrees to the right, stopping with a gust of wind, revealing its occupant—a young man dressed in a furry green dinosaur one-piece pajamas, the hood of which features cartoonish eyes and teeth, draped comically over his head. A toothbrush is tightly clasped in his mouth, a trace of white toothpaste foam still lingering at the corner. His left hand steadily grips a humming silicone electric facial scrubber, while his right hand frantically blind-types on a mechanical keyboard at an astonishing pace, his fingers flying across the keys. The camera then tilts downward, capturing an extreme close-up of the keyboard, revealing handwritten white stickers on several keycaps. Inscribed in Chinese in black marker is the phrase \"Slacking Key Stickers.\" The entire scene is illuminated by a mixture of cool morning light filtering through the blinds and the cool blue glow of a computer monitor, creating an atmosphere that is both focused and profoundly absurd and comical against the backdrop of a cluttered bedroom.", + "seed": 28355, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_15/index_2858_seed_28355_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.057095516845583914, + "vlm_logprob": -0.057095516845583914, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.057095516845583914, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16054995357990265 + ], + "opposite_logprob_tokens": [ + -1.9105499982833862 + ], + "logprob_reward": -0.16054995357990265, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16054995357990265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2434634566307068, + 0.1655135601758957, + 0.06220008060336113, + 0.0666985884308815, + 0.04580526053905487, + 0.05235358327627182, + 0.04918762668967247, + 0.22947841882705688, + 0.061121437698602676, + 0.024177974089980125 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.16054995357990265 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820884272456169 + ], + "opposite_logprob_tokens": [ + -4.018208980560303 + ], + "logprob_reward": -0.01820884272456169, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820884272456169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056744519621133804, + 0.057763755321502686, + 0.05600626394152641, + 0.06775686889886856, + 0.057338450103998184, + 0.036793120205402374, + 0.07068192958831787, + 0.514435887336731, + 0.052720729261636734, + 0.029758457094430923 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.01820884272456169 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430726483464241 + ], + "opposite_logprob_tokens": [ + -3.1680727005004883 + ], + "logprob_reward": -0.0430726483464241, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430726483464241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0683261826634407, + 0.037897739559412, + 0.028756024315953255, + 0.03606440871953964, + 0.03201311454176903, + 0.017902735620737076, + 0.03543023392558098, + 0.3325484097003937, + 0.06217089667916298, + 0.3488903343677521 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.0430726483464241 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057611756026745 + ], + "opposite_logprob_tokens": [ + -3.895576000213623 + ], + "logprob_reward": -0.02057611756026745, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057611756026745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04019735008478165, + 0.02310049533843994, + 0.014665700495243073, + 0.027985217049717903, + 0.025754306465387344, + 0.018800240010023117, + 0.035836562514305115, + 0.4469943940639496, + 0.10513022541999817, + 0.26153549551963806 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.02057611756026745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307002201676369 + ], + "opposite_logprob_tokens": [ + -3.168070077896118 + ], + "logprob_reward": -0.04307002201676369, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307002201676369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13038243353366852, + 0.09751216322183609, + 0.05687061697244644, + 0.20218540728092194, + 0.04274864122271538, + 0.062019266188144684, + 0.05367244780063629, + 0.20413951575756073, + 0.07056576013565063, + 0.07990379631519318 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.04307002201676369 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight close-up initially focuses on the backrest of a black gaming chair, which is rocking violently back and forth in a frantic rhythm. Suddenly, the chair swivels 180 degrees to the right, stopping with a gust of wind, revealing its occupant—a young man dressed in a furry green dinosaur one-piece pajamas, the hood of which features cartoonish eyes and teeth, draped comically over his head. A toothbrush is tightly clasped in his mouth, a trace of white toothpaste foam still lingering at the corner. His left hand steadily grips a humming silicone electric facial scrubber, while his right hand frantically blind-types on a mechanical keyboard at an astonishing pace, his fingers flying across the keys. The camera then tilts downward, capturing an extreme close-up of the keyboard, revealing handwritten white stickers on several keycaps. Inscribed in Chinese in black marker is the phrase \"Slacking Key Stickers.\" The entire scene is illuminated by a mixture of cool morning light filtering through the blinds and the cool blue glow of a computer monitor, creating an atmosphere that is both focused and profoundly absurd and comical against the backdrop of a cluttered bedroom.", + "seed": 28356, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_15/index_2858_seed_28356_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05538964811712503, + "vlm_logprob": -0.05538964811712503, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.05538964811712503, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07946333289146423 + ], + "opposite_logprob_tokens": [ + -2.579463243484497 + ], + "logprob_reward": -0.07946333289146423, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07946333289146423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16398446261882782, + 0.3747332990169525, + 0.01921766623854637, + 0.02313198707997799, + 0.18149739503860474, + 0.018352579325437546, + 0.01641668938100338, + 0.021137185394763947, + 0.16830699145793915, + 0.0132217425853014 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.07946333289146423 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012566196732223034 + ], + "opposite_logprob_tokens": [ + -4.387566089630127 + ], + "logprob_reward": -0.012566196732223034, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012566196732223034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07344307750463486, + 0.0604785718023777, + 0.024774394929409027, + 0.049943484365940094, + 0.2771461308002472, + 0.07037260383367538, + 0.017746996134519577, + 0.03478990122675896, + 0.374407559633255, + 0.01689722016453743 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.012566196732223034 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867396876215935 + ], + "opposite_logprob_tokens": [ + -3.0486738681793213 + ], + "logprob_reward": -0.04867396876215935, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867396876215935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19506452977657318, + 0.18009279668331146, + 0.021086711436510086, + 0.05222060903906822, + 0.10859929025173187, + 0.06344360113143921, + 0.02503810077905655, + 0.030218767002224922, + 0.23378179967403412, + 0.09045370668172836 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.04867396876215935 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291101679205894 + ], + "opposite_logprob_tokens": [ + -3.7732911109924316 + ], + "logprob_reward": -0.023291101679205894, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291101679205894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06786204874515533, + 0.17236536741256714, + 0.03593255952000618, + 0.036270130425691605, + 0.18109646439552307, + 0.05485967546701431, + 0.028618747368454933, + 0.0867757797241211, + 0.28045397996902466, + 0.055765219032764435 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.023291101679205894 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295364052057266 + ], + "opposite_logprob_tokens": [ + -2.2379536628723145 + ], + "logprob_reward": -0.11295364052057266, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295364052057266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15275058150291443, + 0.034704338759183884, + 0.046693943440914154, + 0.02012251690030098, + 0.15905262529850006, + 0.013260889798402786, + 0.037070512771606445, + 0.0397399440407753, + 0.47359952330589294, + 0.023005081340670586 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.11295364052057266 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight close-up initially focuses on the backrest of a black gaming chair, which is rocking violently back and forth in a frantic rhythm. Suddenly, the chair swivels 180 degrees to the right, stopping with a gust of wind, revealing its occupant—a young man dressed in a furry green dinosaur one-piece pajamas, the hood of which features cartoonish eyes and teeth, draped comically over his head. A toothbrush is tightly clasped in his mouth, a trace of white toothpaste foam still lingering at the corner. His left hand steadily grips a humming silicone electric facial scrubber, while his right hand frantically blind-types on a mechanical keyboard at an astonishing pace, his fingers flying across the keys. The camera then tilts downward, capturing an extreme close-up of the keyboard, revealing handwritten white stickers on several keycaps. Inscribed in Chinese in black marker is the phrase \"Slacking Key Stickers.\" The entire scene is illuminated by a mixture of cool morning light filtering through the blinds and the cool blue glow of a computer monitor, creating an atmosphere that is both focused and profoundly absurd and comical against the backdrop of a cluttered bedroom.", + "seed": 28357, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_15/index_2858_seed_28357_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026663012243807314, + "vlm_logprob": -0.026663012243807314, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.026663012243807314, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03403886407613754 + ], + "opposite_logprob_tokens": [ + -3.409038782119751 + ], + "logprob_reward": -0.03403886407613754, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03403886407613754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5860968232154846, + 0.026631074026226997, + 0.040437132120132446, + 0.02186543121933937, + 0.0402168370783329, + 0.013377568684518337, + 0.014655312523245811, + 0.18537096679210663, + 0.04554135724902153, + 0.025807492434978485 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.03403886407613754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01422515232115984 + ], + "opposite_logprob_tokens": [ + -4.264225006103516 + ], + "logprob_reward": -0.01422515232115984, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01422515232115984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22865837812423706, + 0.08269578218460083, + 0.12048671394586563, + 0.07740384340286255, + 0.09473081678152084, + 0.024506662040948868, + 0.04435582831501961, + 0.11920752376317978, + 0.10375282168388367, + 0.10420159995555878 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.01422515232115984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038111988455057144 + ], + "opposite_logprob_tokens": [ + -3.288111925125122 + ], + "logprob_reward": -0.038111988455057144, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038111988455057144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18709146976470947, + 0.0286568533629179, + 0.026730796322226524, + 0.025852184742689133, + 0.025220759212970734, + 0.0300003495067358, + 0.03586362302303314, + 0.452354371547699, + 0.1173366829752922, + 0.07089293003082275 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.038111988455057144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058020606637001 + ], + "opposite_logprob_tokens": [ + -3.895580291748047 + ], + "logprob_reward": -0.02058020606637001, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058020606637001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08574973046779633, + 0.025647392496466637, + 0.046885814517736435, + 0.02664802595973015, + 0.027497855946421623, + 0.024723529815673828, + 0.07259174436330795, + 0.2900533080101013, + 0.03579133749008179, + 0.36441126465797424 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.02058020606637001 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a tight close-up of the backrest of a black gaming chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the chair swivel 180 degrees to the right and reveal a young man wearing a furry green dinosaur one-piece pajama with cartoonish eyes and teeth on the hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a toothbrush in his mouth with white toothpaste foam at the corner, while his left hand grips a humming silicone electric facial scrubber and his right hand frantically types on a mechanical keyboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to show an extreme close-up of the keyboard with handwritten white stickers on keycaps inscribed in Chinese with the phrase 'Slacking Key Stickers'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool morning light through blinds and the blue glow of a computer monitor in a cluttered bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358850300312042 + ], + "opposite_logprob_tokens": [ + -3.6513588428497314 + ], + "logprob_reward": -0.026358850300312042, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358850300312042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37738797068595886, + 0.03957656770944595, + 0.02789749577641487, + 0.023383023217320442, + 0.0455794595181942, + 0.03003748133778572, + 0.023639056831598282, + 0.216807022690773, + 0.17604689300060272, + 0.039645031094551086 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.026358850300312042 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_2/index_tensor([9529, 9529])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_2/index_tensor([9529, 9529])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..04e2dd2035ee1b68db8d1cb2130cf2d9e1bbed8a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_2/index_tensor([9529, 9529])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "full-body, static shot, shot from a slightly upward angle, focuses squarely on a sleek cat with fur as glossy as black velvet. Standing still in a room with polished wooden floors, a ray of warm afternoon sunlight streams in through a side window, precisely outlining its form, casting a thin golden halo and revealing a rich depth to its deep black fur. The cat's movements are dramatically slowed down in the shot. With graceful, deliberate, and almost imperceptible lowering of its head, its muscles flex smoothly until its piercing amber eyes, like a spotlight, fixate on an invisible point on the ground. Its entire body sags slightly, its long whiskers quivering with intense concentration, creating an atmosphere of tranquility yet intense tension, as if frozen in time, as it prepares for the hunt.", + "seed": 7045, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_2/index_9529_seed_7045_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.045466980710625646, + "vlm_logprob": -0.045466980710625646, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.045466980710625646, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01800350286066532 + ], + "opposite_logprob_tokens": [ + -4.143003463745117 + ], + "logprob_reward": -0.01800350286066532, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01800350286066532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07595118880271912, + 0.06819457560777664, + 0.03876540809869766, + 0.038749195635318756, + 0.0639716312289238, + 0.12999972701072693, + 0.06027253344655037, + 0.3756847083568573, + 0.04427655041217804, + 0.10413443297147751 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.01800350286066532 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746135652065277 + ], + "opposite_logprob_tokens": [ + -5.006746292114258 + ], + "logprob_reward": -0.006746135652065277, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746135652065277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0189681313931942, + 0.007618763484060764, + 0.006938632111996412, + 0.009019525721669197, + 0.011757020838558674, + 0.037005454301834106, + 0.007295828778296709, + 0.8545365929603577, + 0.01921006478369236, + 0.027649929746985435 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.006746135652065277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096094518899918 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004096094518899918, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096094518899918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05058016628026962, + 0.01617099903523922, + 0.004959522746503353, + 0.007734890561550856, + 0.02024475857615471, + 0.050724804401397705, + 0.030679838731884956, + 0.7257893085479736, + 0.0314655564725399, + 0.061650168150663376 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.004096094518899918 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808766230940819 + ], + "opposite_logprob_tokens": [ + -3.2880876064300537 + ], + "logprob_reward": -0.03808766230940819, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808766230940819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0685550644993782, + 0.02731754630804062, + 0.021820228546857834, + 0.028463387861847878, + 0.05272781476378441, + 0.07268651574850082, + 0.10452724248170853, + 0.5289065837860107, + 0.03863467276096344, + 0.05636098235845566 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.03808766230940819 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040150821208954 + ], + "opposite_logprob_tokens": [ + -1.910401463508606 + ], + "logprob_reward": -0.16040150821208954, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040150821208954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08207499235868454, + 0.01623973250389099, + 0.040164776146411896, + 0.04036637023091316, + 0.046059783548116684, + 0.05592158064246178, + 0.04691825062036514, + 0.3644952178001404, + 0.15758438408374786, + 0.15017499029636383 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.16040150821208954 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "full-body, static shot, shot from a slightly upward angle, focuses squarely on a sleek cat with fur as glossy as black velvet. Standing still in a room with polished wooden floors, a ray of warm afternoon sunlight streams in through a side window, precisely outlining its form, casting a thin golden halo and revealing a rich depth to its deep black fur. The cat's movements are dramatically slowed down in the shot. With graceful, deliberate, and almost imperceptible lowering of its head, its muscles flex smoothly until its piercing amber eyes, like a spotlight, fixate on an invisible point on the ground. Its entire body sags slightly, its long whiskers quivering with intense concentration, creating an atmosphere of tranquility yet intense tension, as if frozen in time, as it prepares for the hunt.", + "seed": 7046, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_2/index_9529_seed_7046_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06294562686234713, + "vlm_logprob": -0.06294562686234713, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.06294562686234713, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00867396779358387 + ], + "opposite_logprob_tokens": [ + -4.883674144744873 + ], + "logprob_reward": -0.00867396779358387, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00867396779358387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2349236011505127, + 0.05055416747927666, + 0.09667550772428513, + 0.12693063914775848, + 0.04016817733645439, + 0.346570760011673, + 0.024040624499320984, + 0.013428223319351673, + 0.053524043411016464, + 0.013184279203414917 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.00867396779358387 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062068674713373184 + ], + "opposite_logprob_tokens": [ + -2.8120687007904053 + ], + "logprob_reward": -0.062068674713373184, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062068674713373184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13084538280963898, + 0.14973914623260498, + 0.1606796532869339, + 0.10169541090726852, + 0.1269768923521042, + 0.1785152405500412, + 0.07184445112943649, + 0.026324370875954628, + 0.01609225757420063, + 0.03728725016117096 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.062068674713373184 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637676291167736 + ], + "opposite_logprob_tokens": [ + -5.379637718200684 + ], + "logprob_reward": -0.004637676291167736, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637676291167736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06149283051490784, + 0.05402457341551781, + 0.0982336699962616, + 0.15617439150810242, + 0.10903743654489517, + 0.43639054894447327, + 0.035441551357507706, + 0.009956435300409794, + 0.01943216472864151, + 0.019816383719444275 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.004637676291167736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896234095096588 + ], + "opposite_logprob_tokens": [ + -2.5789623260498047 + ], + "logprob_reward": -0.07896234095096588, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896234095096588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16091176867485046, + 0.1688251793384552, + 0.040197160094976425, + 0.39702627062797546, + 0.030031612142920494, + 0.12729154527187347, + 0.015411978587508202, + 0.01295723207294941, + 0.038812946528196335, + 0.00853428989648819 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.07896234095096588 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038547456264496 + ], + "opposite_logprob_tokens": [ + -1.9103854894638062 + ], + "logprob_reward": -0.16038547456264496, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038547456264496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48668527603149414, + 0.042246345430612564, + 0.025947511196136475, + 0.16033755242824554, + 0.05035419017076492, + 0.11355910450220108, + 0.026669321581721306, + 0.022987501695752144, + 0.04121832549571991, + 0.029994767159223557 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.16038547456264496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "full-body, static shot, shot from a slightly upward angle, focuses squarely on a sleek cat with fur as glossy as black velvet. Standing still in a room with polished wooden floors, a ray of warm afternoon sunlight streams in through a side window, precisely outlining its form, casting a thin golden halo and revealing a rich depth to its deep black fur. The cat's movements are dramatically slowed down in the shot. With graceful, deliberate, and almost imperceptible lowering of its head, its muscles flex smoothly until its piercing amber eyes, like a spotlight, fixate on an invisible point on the ground. Its entire body sags slightly, its long whiskers quivering with intense concentration, creating an atmosphere of tranquility yet intense tension, as if frozen in time, as it prepares for the hunt.", + "seed": 7047, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_2/index_9529_seed_7047_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05882570240646601, + "vlm_logprob": -0.05882570240646601, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.05882570240646601, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03226809576153755 + ], + "opposite_logprob_tokens": [ + -3.5322680473327637 + ], + "logprob_reward": -0.03226809576153755, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03226809576153755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040258340537548065, + 0.5646806955337524, + 0.03350932151079178, + 0.022544685751199722, + 0.0230390764772892, + 0.02291395515203476, + 0.021146249026060104, + 0.01489099022001028, + 0.030912231653928757, + 0.2261045277118683 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.03226809576153755 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020595386624336243 + ], + "opposite_logprob_tokens": [ + -3.8955953121185303 + ], + "logprob_reward": -0.020595386624336243, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020595386624336243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10615377873182297, + 0.40670105814933777, + 0.06706482172012329, + 0.04619638994336128, + 0.04863068833947182, + 0.2034769356250763, + 0.016707466915249825, + 0.011878647841513157, + 0.05883528292179108, + 0.034354887902736664 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.020595386624336243 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949170328676701 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005949170328676701, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949170328676701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15474820137023926, + 0.30751949548721313, + 0.2130187600851059, + 0.058111779391765594, + 0.03044702298939228, + 0.055774200707674026, + 0.032205045223236084, + 0.02819090336561203, + 0.048033975064754486, + 0.07195060700178146 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.005949170328676701 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033694759011268616 + ], + "opposite_logprob_tokens": [ + -3.4086947441101074 + ], + "logprob_reward": -0.033694759011268616, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033694759011268616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07749298214912415, + 0.35396626591682434, + 0.04306326061487198, + 0.06608029454946518, + 0.03852992504835129, + 0.15249575674533844, + 0.035885363817214966, + 0.026081034913659096, + 0.14313647150993347, + 0.06326866894960403 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.033694759011268616 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20162110030651093 + ], + "opposite_logprob_tokens": [ + -1.7016210556030273 + ], + "logprob_reward": -0.20162110030651093, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20162110030651093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13028603792190552, + 0.21462266147136688, + 0.15638333559036255, + 0.06567435711622238, + 0.044723208993673325, + 0.12873677909374237, + 0.06402751058340073, + 0.04682270064949989, + 0.07172387838363647, + 0.07699950039386749 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.20162110030651093 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "full-body, static shot, shot from a slightly upward angle, focuses squarely on a sleek cat with fur as glossy as black velvet. Standing still in a room with polished wooden floors, a ray of warm afternoon sunlight streams in through a side window, precisely outlining its form, casting a thin golden halo and revealing a rich depth to its deep black fur. The cat's movements are dramatically slowed down in the shot. With graceful, deliberate, and almost imperceptible lowering of its head, its muscles flex smoothly until its piercing amber eyes, like a spotlight, fixate on an invisible point on the ground. Its entire body sags slightly, its long whiskers quivering with intense concentration, creating an atmosphere of tranquility yet intense tension, as if frozen in time, as it prepares for the hunt.", + "seed": 7048, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_2/index_9529_seed_7048_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.043740212358534335, + "vlm_logprob": -0.043740212358534335, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.043740212358534335, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08202929049730301 + ], + "opposite_logprob_tokens": [ + -2.582029342651367 + ], + "logprob_reward": -0.08202929049730301, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08202929049730301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06975645571947098, + 0.7139259576797485, + 0.00548007944598794, + 0.004485448356717825, + 0.006476498208940029, + 0.006938436068594456, + 0.1458345353603363, + 0.020448071882128716, + 0.023715820163488388, + 0.0029387047979980707 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.08202929049730301 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795219637453556 + ], + "opposite_logprob_tokens": [ + -4.634795188903809 + ], + "logprob_reward": -0.009795219637453556, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795219637453556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06297727674245834, + 0.5380039215087891, + 0.09881892055273056, + 0.021756622940301895, + 0.061439674347639084, + 0.047881197184324265, + 0.062014300376176834, + 0.02273119054734707, + 0.06718774139881134, + 0.01718917116522789 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.009795219637453556 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950236693024635 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950236693024635, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950236693024635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21703171730041504, + 0.3858400881290436, + 0.020592136308550835, + 0.05378008633852005, + 0.04825266823172569, + 0.01654120720922947, + 0.0889960378408432, + 0.06043956056237221, + 0.09392798691987991, + 0.014598560519516468 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.005950236693024635 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574482157826424 + ], + "opposite_logprob_tokens": [ + -3.8955745697021484 + ], + "logprob_reward": -0.020574482157826424, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574482157826424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034930720925331116, + 0.21310551464557648, + 0.015199026092886925, + 0.02139967307448387, + 0.18105939030647278, + 0.03827240690588951, + 0.11951163411140442, + 0.06612391024827957, + 0.2803991734981537, + 0.029998481273651123 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.020574482157826424 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a full-body view of a sleek cat with deep black, glossy fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room with polished wooden floors and a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ray of warm afternoon sunlight streaming in to outline the cat and cast a golden halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat perform a slow, deliberate lowering of its head with flexing muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's amber eyes fixated on a point on the ground while its whiskers quiver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035183280706406 + ], + "opposite_logprob_tokens": [ + -2.3503518104553223 + ], + "logprob_reward": -0.10035183280706406, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035183280706406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05472899228334427, + 0.4531695544719696, + 0.00922133307904005, + 0.029799992218613625, + 0.22063687443733215, + 0.037692710757255554, + 0.046328336000442505, + 0.01979186199605465, + 0.09747301787137985, + 0.031157324090600014 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.10035183280706406 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_3/index_tensor([8682, 8682])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_3/index_tensor([8682, 8682])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e1aa2e28ff791faaf9b1ad379651cc692dfca194 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_3/index_tensor([8682, 8682])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful overhead shot employs a classic dolly zoom effect: the camera physically pulls back while the lens simultaneously zooms forward, visually magnifying the ancient giant at the center of the frame, creating a sense of oppression. This giant possesses skin the color of rocky bronze, cracked like a dry riverbed. His muscles are muscular like the extension of a mountain range, and his long, wild black hair dances in the scorching air. Bare-chested, with only a tattered animal hide wrapped around his waist, he runs with all his might, desperately chasing the vast, blazing sun that hangs high on the horizon. Every time he lands, a violent earthquake triggers, the mountains beneath him crumble, and massive rock fragments tumble down like hail, stirring up clouds of dust that obscure the sky. Due to the unique camera movement, the mountains and sky in the background appear to be dramatically compressed, surging toward him in a distorted and surreal manner, dramatically heightening the loneliness and tragic atmosphere of his struggle against the world. The entire picture is dyed a strong orange-red by the afterglow of the setting sun. The dazzling light outlines the sweaty silhouette of the giant, creating a mythical, epic, doomsday scene full of power and despair.", + "seed": 31149, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_3/index_8682_seed_31149_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15243892949074506, + "vlm_logprob": -0.15243892949074506, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.15243892949074506, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12909509241580963 + ], + "opposite_logprob_tokens": [ + -2.1290950775146484 + ], + "logprob_reward": -0.12909509241580963, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12909509241580963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5456750988960266, + 0.08973567187786102, + 0.040514130145311356, + 0.05366154760122299, + 0.061786800622940063, + 0.02088002860546112, + 0.04223387688398361, + 0.013446635566651821, + 0.06881675869226456, + 0.0632493868470192 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.12909509241580963 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207170344889164 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207170344889164, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207170344889164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3070203363895416, + 0.15228727459907532, + 0.12473887205123901, + 0.02251293882727623, + 0.11332569271326065, + 0.037749890238046646, + 0.025969691574573517, + 0.04339529573917389, + 0.07085531949996948, + 0.10214464366436005 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014207170344889164 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038114629685878754 + ], + "opposite_logprob_tokens": [ + -3.288114547729492 + ], + "logprob_reward": -0.038114629685878754, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038114629685878754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3724680244922638, + 0.11073534190654755, + 0.12734264135360718, + 0.050451867282390594, + 0.030494272708892822, + 0.03938513994216919, + 0.05056596174836159, + 0.04547940194606781, + 0.08398705720901489, + 0.08909031003713608 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.038114629685878754 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761342644691467 + ], + "opposite_logprob_tokens": [ + -0.8261342644691467 + ], + "logprob_reward": -0.5761342644691467, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761342644691467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23205052316188812, + 0.0909450501203537, + 0.04086897522211075, + 0.050463344901800156, + 0.03709228336811066, + 0.04766891896724701, + 0.15761864185333252, + 0.14276716113090515, + 0.15205834805965424, + 0.048466797918081284 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.5761342644691467 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046434905380010605 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.0046434905380010605, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046434905380010605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19462715089321136, + 0.17191727459430695, + 0.08274669945240021, + 0.06486942619085312, + 0.08291269838809967, + 0.057174377143383026, + 0.0941593199968338, + 0.046108782291412354, + 0.047802601009607315, + 0.15768170356750488 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0046434905380010605 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot employs a classic dolly zoom effect: the camera physically pulls back while the lens simultaneously zooms forward, visually magnifying the ancient giant at the center of the frame, creating a sense of oppression. This giant possesses skin the color of rocky bronze, cracked like a dry riverbed. His muscles are muscular like the extension of a mountain range, and his long, wild black hair dances in the scorching air. Bare-chested, with only a tattered animal hide wrapped around his waist, he runs with all his might, desperately chasing the vast, blazing sun that hangs high on the horizon. Every time he lands, a violent earthquake triggers, the mountains beneath him crumble, and massive rock fragments tumble down like hail, stirring up clouds of dust that obscure the sky. Due to the unique camera movement, the mountains and sky in the background appear to be dramatically compressed, surging toward him in a distorted and surreal manner, dramatically heightening the loneliness and tragic atmosphere of his struggle against the world. The entire picture is dyed a strong orange-red by the afterglow of the setting sun. The dazzling light outlines the sweaty silhouette of the giant, creating a mythical, epic, doomsday scene full of power and despair.", + "seed": 31150, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_3/index_8682_seed_31150_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19658338595181704, + "vlm_logprob": -0.19658338595181704, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.19658338595181704, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16328947246074677 + ], + "opposite_logprob_tokens": [ + -1.9132894277572632 + ], + "logprob_reward": -0.16328947246074677, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16328947246074677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17365387082099915, + 0.11587755382061005, + 0.13124409317970276, + 0.09139230102300644, + 0.06806931644678116, + 0.033766184002161026, + 0.043183792382478714, + 0.07483647018671036, + 0.08515629917383194, + 0.18282011151313782 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.16328947246074677 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085142269730568 + ], + "opposite_logprob_tokens": [ + -4.141085147857666 + ], + "logprob_reward": -0.016085142269730568, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085142269730568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12734802067279816, + 0.2622917890548706, + 0.1376299411058426, + 0.05236596241593361, + 0.08017466217279434, + 0.09213152527809143, + 0.04335196316242218, + 0.031627800315618515, + 0.03575835004448891, + 0.13731995224952698 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.016085142269730568 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038115888833999634 + ], + "opposite_logprob_tokens": [ + -3.288115978240967 + ], + "logprob_reward": -0.038115888833999634, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038115888833999634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11778788268566132, + 0.285880446434021, + 0.09774565696716309, + 0.11555951833724976, + 0.034232545644044876, + 0.042264729738235474, + 0.06311188638210297, + 0.0435265488922596, + 0.02580024115741253, + 0.17409056425094604 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.038115888833999634 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577893137931824 + ], + "opposite_logprob_tokens": [ + -0.6327893137931824 + ], + "logprob_reward": -0.7577893137931824, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577893137931824, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07306157797574997, + 0.32865336537361145, + 0.07101598381996155, + 0.04881440848112106, + 0.11285291612148285, + 0.11259875446557999, + 0.028396647423505783, + 0.02850065566599369, + 0.053952012211084366, + 0.14215363562107086 + ], + "top_frames": [ + 1, + 9, + 4 + ], + "selected_reward": -0.7577893137931824 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076371124014258385 + ], + "opposite_logprob_tokens": [ + -4.882637023925781 + ], + "logprob_reward": -0.0076371124014258385, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076371124014258385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08967479318380356, + 0.18623003363609314, + 0.04892437160015106, + 0.11441633850336075, + 0.027973469346761703, + 0.05372234061360359, + 0.0666983500123024, + 0.04418926686048508, + 0.03517968952655792, + 0.33299142122268677 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.0076371124014258385 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot employs a classic dolly zoom effect: the camera physically pulls back while the lens simultaneously zooms forward, visually magnifying the ancient giant at the center of the frame, creating a sense of oppression. This giant possesses skin the color of rocky bronze, cracked like a dry riverbed. His muscles are muscular like the extension of a mountain range, and his long, wild black hair dances in the scorching air. Bare-chested, with only a tattered animal hide wrapped around his waist, he runs with all his might, desperately chasing the vast, blazing sun that hangs high on the horizon. Every time he lands, a violent earthquake triggers, the mountains beneath him crumble, and massive rock fragments tumble down like hail, stirring up clouds of dust that obscure the sky. Due to the unique camera movement, the mountains and sky in the background appear to be dramatically compressed, surging toward him in a distorted and surreal manner, dramatically heightening the loneliness and tragic atmosphere of his struggle against the world. The entire picture is dyed a strong orange-red by the afterglow of the setting sun. The dazzling light outlines the sweaty silhouette of the giant, creating a mythical, epic, doomsday scene full of power and despair.", + "seed": 31151, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_3/index_8682_seed_31151_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1759421677328646, + "vlm_logprob": -0.1759421677328646, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.1759421677328646, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08064150810241699 + ], + "opposite_logprob_tokens": [ + -2.580641508102417 + ], + "logprob_reward": -0.08064150810241699, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08064150810241699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24184675514698029, + 0.0619705393910408, + 0.0653834119439125, + 0.04889696463942528, + 0.03627699241042137, + 0.06485747545957565, + 0.07517335563898087, + 0.08667722344398499, + 0.23741386830806732, + 0.08150343596935272 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.08064150810241699 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648204617202282 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648204617202282, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648204617202282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18301871418952942, + 0.07706131041049957, + 0.08336992561817169, + 0.0889919325709343, + 0.04609673470258713, + 0.06503377109766006, + 0.1947043389081955, + 0.027861494570970535, + 0.18005745112895966, + 0.053804297000169754 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.008648204617202282 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981637232005596 + ], + "opposite_logprob_tokens": [ + -3.5298163890838623 + ], + "logprob_reward": -0.02981637232005596, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981637232005596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10498692095279694, + 0.055727265775203705, + 0.04184062033891678, + 0.10408046841621399, + 0.02239096537232399, + 0.08594408631324768, + 0.15314041078090668, + 0.042354561388492584, + 0.3593941628932953, + 0.030140606686472893 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.02981637232005596 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577850222587585 + ], + "opposite_logprob_tokens": [ + -0.6327850222587585 + ], + "logprob_reward": -0.7577850222587585, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577850222587585, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07322698086500168, + 0.047276321798563004, + 0.02051355689764023, + 0.06587329506874084, + 0.016549307852983475, + 0.04132399335503578, + 0.2841407060623169, + 0.020606160163879395, + 0.39123478531837463, + 0.039254914969205856 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.7577850222587585 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002819731365889311 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.002819731365889311, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002819731365889311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05885405093431473, + 0.18813389539718628, + 0.06473717838525772, + 0.03872803598642349, + 0.01996784284710884, + 0.04430394619703293, + 0.2447786033153534, + 0.044755663722753525, + 0.23949900269508362, + 0.05624178424477577 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.002819731365889311 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot employs a classic dolly zoom effect: the camera physically pulls back while the lens simultaneously zooms forward, visually magnifying the ancient giant at the center of the frame, creating a sense of oppression. This giant possesses skin the color of rocky bronze, cracked like a dry riverbed. His muscles are muscular like the extension of a mountain range, and his long, wild black hair dances in the scorching air. Bare-chested, with only a tattered animal hide wrapped around his waist, he runs with all his might, desperately chasing the vast, blazing sun that hangs high on the horizon. Every time he lands, a violent earthquake triggers, the mountains beneath him crumble, and massive rock fragments tumble down like hail, stirring up clouds of dust that obscure the sky. Due to the unique camera movement, the mountains and sky in the background appear to be dramatically compressed, surging toward him in a distorted and surreal manner, dramatically heightening the loneliness and tragic atmosphere of his struggle against the world. The entire picture is dyed a strong orange-red by the afterglow of the setting sun. The dazzling light outlines the sweaty silhouette of the giant, creating a mythical, epic, doomsday scene full of power and despair.", + "seed": 31152, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_3/index_8682_seed_31152_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21931955995969474, + "vlm_logprob": -0.21931955995969474, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.21931955995969474, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22770752012729645 + ], + "opposite_logprob_tokens": [ + -1.6027075052261353 + ], + "logprob_reward": -0.22770752012729645, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22770752012729645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2944887578487396, + 0.10381848365068436, + 0.18143780529499054, + 0.12971320748329163, + 0.11793115735054016, + 0.0637393370270729, + 0.016990777105093002, + 0.023846276104450226, + 0.040582284331321716, + 0.027451826259493828 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.22770752012729645 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420411467552185 + ], + "opposite_logprob_tokens": [ + -4.264204025268555 + ], + "logprob_reward": -0.01420411467552185, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420411467552185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3558697998523712, + 0.06238982826471329, + 0.10857384651899338, + 0.10516884177923203, + 0.19509106874465942, + 0.06275837123394012, + 0.014030675403773785, + 0.02816912904381752, + 0.04399383068084717, + 0.02395460195839405 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.01420411467552185 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026359083130955696 + ], + "opposite_logprob_tokens": [ + -3.6513590812683105 + ], + "logprob_reward": -0.026359083130955696, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026359083130955696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4487113356590271, + 0.07494358718395233, + 0.07716348022222519, + 0.06363210827112198, + 0.24217954277992249, + 0.028161678463220596, + 0.01444157399237156, + 0.017728999257087708, + 0.017609046772122383, + 0.015428640879690647 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.026359083130955696 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261271119117737 + ], + "opposite_logprob_tokens": [ + -0.5761271119117737 + ], + "logprob_reward": -0.8261271119117737, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261271119117737, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09278900921344757, + 0.034149784594774246, + 0.09302052855491638, + 0.09683185070753098, + 0.35169002413749695, + 0.17992453277111053, + 0.02843795157968998, + 0.05482935160398483, + 0.027019210159778595, + 0.041307706385850906 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.8261271119117737 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject an ancient giant with skin colored like rocky bronze and cracked like a dry riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant bare-chested with only a tattered animal hide wrapped around his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giant have long, wild black hair that appears to be moving in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a dolly zoom effect where it pulls back while the lens zooms forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene dyed a strong orange-red color due to the afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021999699529260397 + ], + "opposite_logprob_tokens": [ + -6.127200126647949 + ], + "logprob_reward": -0.0021999699529260397, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021999699529260397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06473352015018463, + 0.06390536576509476, + 0.10706202685832977, + 0.08583609759807587, + 0.3023225665092468, + 0.0619601234793663, + 0.14880508184432983, + 0.08762126415967941, + 0.033348605036735535, + 0.044405438005924225 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.0021999699529260397 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_4/index_tensor([269, 269])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_4/index_tensor([269, 269])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..03bd862eec1b2104098a02818083b7cb81f34390 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_4/index_tensor([269, 269])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "drone shot, shot from above, hovers steadily above a towering, classically designed dark walnut bookcase. The bookcase rests on an ancient study floor covered with an intricately patterned Persian rug. A single shaft of light streams through a high window, illuminating the very top. Suddenly, a disintegration begins, spreading from the top shelf downward. The solid wooden shelves and sides don't violently explode, but rather begin to disintegrate in a surreal manner, first with tiny cracks and then rapidly shattering into countless tiny wood chips. Simultaneously, the heavy, leather-bound, gilded-spine bound books on the shelf disintegrate, their yellowed pages instantly disintegrating into swirling streams of paper particles. Sawdust and paper particles mixed together to form an ever-expanding cloud of brown and off-white dust. Under the influence of gravity, it slowly and gracefully spread downward and outward. Countless dust particles flickered and tumbled in the beam of light that pierced the darkness, like stardust endowed with life. Ultimately, the entire magnificent structure completely dissipated in a matter of seconds, leaving only a circle of dust outlines that drifted outward and suspended in the air, creating an atmosphere of quiet destruction that was both shocking and magically beautiful.", + "seed": 9358, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_4/index_269_seed_9358_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.49601798318326473, + "vlm_logprob": -0.49601798318326473, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.49601798318326473, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.2387609481811523 + ], + "opposite_logprob_tokens": [ + -0.11376083642244339 + ], + "logprob_reward": -2.2387609481811523, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.2387609481811523, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16546623408794403, + 0.06013655662536621, + 0.08060471713542938, + 0.07724057137966156, + 0.1330697238445282, + 0.07020140439271927, + 0.03919610753655434, + 0.2605935037136078, + 0.060075707733631134, + 0.05341551452875137 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -2.2387609481811523 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07911082357168198 + ], + "opposite_logprob_tokens": [ + -2.579110860824585 + ], + "logprob_reward": -0.07911082357168198, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07911082357168198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2368096113204956, + 0.11104786396026611, + 0.06168607249855995, + 0.06156472861766815, + 0.08476410061120987, + 0.08530988544225693, + 0.03658102825284004, + 0.2183169573545456, + 0.06823775172233582, + 0.03568198159337044 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.07911082357168198 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11299016326665878 + ], + "opposite_logprob_tokens": [ + -2.237990140914917 + ], + "logprob_reward": -0.11299016326665878, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11299016326665878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16141115128993988, + 0.12217634171247482, + 0.08091652393341064, + 0.03334466367959976, + 0.05075421929359436, + 0.04883301630616188, + 0.044942550361156464, + 0.2079213559627533, + 0.02289939671754837, + 0.2268008142709732 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.11299016326665878 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038138266652822495 + ], + "opposite_logprob_tokens": [ + -3.2881381511688232 + ], + "logprob_reward": -0.038138266652822495, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038138266652822495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1289597749710083, + 0.04849294573068619, + 0.05045560374855995, + 0.1095506101846695, + 0.07848517596721649, + 0.18785259127616882, + 0.04087566211819649, + 0.2271215319633484, + 0.09593918174505234, + 0.03226686641573906 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.038138266652822495 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089714244008064 + ], + "opposite_logprob_tokens": [ + -4.51108980178833 + ], + "logprob_reward": -0.011089714244008064, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089714244008064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16752374172210693, + 0.03633742406964302, + 0.08910328149795532, + 0.12013895809650421, + 0.1094067171216011, + 0.10415524989366531, + 0.07963716238737106, + 0.05053257942199707, + 0.17404037714004517, + 0.06912446767091751 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.011089714244008064 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, shot from above, hovers steadily above a towering, classically designed dark walnut bookcase. The bookcase rests on an ancient study floor covered with an intricately patterned Persian rug. A single shaft of light streams through a high window, illuminating the very top. Suddenly, a disintegration begins, spreading from the top shelf downward. The solid wooden shelves and sides don't violently explode, but rather begin to disintegrate in a surreal manner, first with tiny cracks and then rapidly shattering into countless tiny wood chips. Simultaneously, the heavy, leather-bound, gilded-spine bound books on the shelf disintegrate, their yellowed pages instantly disintegrating into swirling streams of paper particles. Sawdust and paper particles mixed together to form an ever-expanding cloud of brown and off-white dust. Under the influence of gravity, it slowly and gracefully spread downward and outward. Countless dust particles flickered and tumbled in the beam of light that pierced the darkness, like stardust endowed with life. Ultimately, the entire magnificent structure completely dissipated in a matter of seconds, leaving only a circle of dust outlines that drifted outward and suspended in the air, creating an atmosphere of quiet destruction that was both shocking and magically beautiful.", + "seed": 9359, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_4/index_269_seed_9359_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.6197119925171137, + "vlm_logprob": -0.6197119925171137, + "vlm_yes_no_margin": 1.375, + "vlm_token_credit": -0.6197119925171137, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.4652416706085205 + ], + "opposite_logprob_tokens": [ + -0.09024171531200409 + ], + "logprob_reward": -2.4652416706085205, + "yes_no_margin_reward": -2.375, + "token_credit_reward": -2.4652416706085205, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1624661237001419, + 0.0851505696773529, + 0.06943487375974655, + 0.0987228974699974, + 0.3586840033531189, + 0.029762668535113335, + 0.09534238278865814, + 0.024627123028039932, + 0.030399732291698456, + 0.045409657061100006 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -2.4652416706085205 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1605115830898285 + ], + "opposite_logprob_tokens": [ + -1.9105116128921509 + ], + "logprob_reward": -0.1605115830898285, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1605115830898285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22496676445007324, + 0.1130267009139061, + 0.06513229012489319, + 0.06236628070473671, + 0.2534443438053131, + 0.03880440443754196, + 0.053070344030857086, + 0.08028903603553772, + 0.04293649643659592, + 0.06596338003873825 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.1605115830898285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34872519969940186 + ], + "opposite_logprob_tokens": [ + -1.2237251996994019 + ], + "logprob_reward": -0.34872519969940186, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34872519969940186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1514870524406433, + 0.10213767737150192, + 0.0920737087726593, + 0.31960970163345337, + 0.09552249312400818, + 0.04958855360746384, + 0.026897380128502846, + 0.020795930176973343, + 0.060957226902246475, + 0.08093025535345078 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.34872519969940186 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298377811908722 + ], + "opposite_logprob_tokens": [ + -2.2379837036132812 + ], + "logprob_reward": -0.11298377811908722, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298377811908722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08636923879384995, + 0.11554688960313797, + 0.03750517591834068, + 0.07076805830001831, + 0.40039294958114624, + 0.04722408577799797, + 0.07563365995883942, + 0.0425528883934021, + 0.03473722189664841, + 0.08926988393068314 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.11298377811908722 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011097731068730354 + ], + "opposite_logprob_tokens": [ + -4.5110979080200195 + ], + "logprob_reward": -0.011097731068730354, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011097731068730354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14069953560829163, + 0.0912841260433197, + 0.03902485966682434, + 0.04692543298006058, + 0.3700840175151825, + 0.06141612306237221, + 0.04345473647117615, + 0.06537041813135147, + 0.03817497193813324, + 0.10356579720973969 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.011097731068730354 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, shot from above, hovers steadily above a towering, classically designed dark walnut bookcase. The bookcase rests on an ancient study floor covered with an intricately patterned Persian rug. A single shaft of light streams through a high window, illuminating the very top. Suddenly, a disintegration begins, spreading from the top shelf downward. The solid wooden shelves and sides don't violently explode, but rather begin to disintegrate in a surreal manner, first with tiny cracks and then rapidly shattering into countless tiny wood chips. Simultaneously, the heavy, leather-bound, gilded-spine bound books on the shelf disintegrate, their yellowed pages instantly disintegrating into swirling streams of paper particles. Sawdust and paper particles mixed together to form an ever-expanding cloud of brown and off-white dust. Under the influence of gravity, it slowly and gracefully spread downward and outward. Countless dust particles flickered and tumbled in the beam of light that pierced the darkness, like stardust endowed with life. Ultimately, the entire magnificent structure completely dissipated in a matter of seconds, leaving only a circle of dust outlines that drifted outward and suspended in the air, creating an atmosphere of quiet destruction that was both shocking and magically beautiful.", + "seed": 9360, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_4/index_269_seed_9360_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3632182722445577, + "vlm_logprob": -0.3632182722445577, + "vlm_yes_no_margin": 2.574999952316284, + "vlm_token_credit": -0.3632182722445577, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6022779941558838 + ], + "opposite_logprob_tokens": [ + -0.22727803885936737 + ], + "logprob_reward": -1.6022779941558838, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6022779941558838, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16881832480430603, + 0.14320580661296844, + 0.06473542004823685, + 0.12645098567008972, + 0.04839843139052391, + 0.058769650757312775, + 0.06757640093564987, + 0.10128375142812729, + 0.0749664232134819, + 0.1457948088645935 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -1.6022779941558838 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902491092681885 + ], + "opposite_logprob_tokens": [ + -2.5790247917175293 + ], + "logprob_reward": -0.07902491092681885, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902491092681885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16197200119495392, + 0.10410609096288681, + 0.16961660981178284, + 0.07501811534166336, + 0.02210848219692707, + 0.05603145435452461, + 0.0592210590839386, + 0.08255112916231155, + 0.14789602160453796, + 0.12147904932498932 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.07902491092681885 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296428740024567 + ], + "opposite_logprob_tokens": [ + -2.237964391708374 + ], + "logprob_reward": -0.11296428740024567, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296428740024567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2101525366306305, + 0.2044738084077835, + 0.07275614887475967, + 0.0554327592253685, + 0.06451056152582169, + 0.061460431665182114, + 0.08156723529100418, + 0.06526143103837967, + 0.05532516539096832, + 0.12905991077423096 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.11296428740024567 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820533163845539 + ], + "opposite_logprob_tokens": [ + -4.018205165863037 + ], + "logprob_reward": -0.01820533163845539, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820533163845539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07125932723283768, + 0.05069412663578987, + 0.04792625084519386, + 0.08556661009788513, + 0.0235358327627182, + 0.09564134478569031, + 0.09809299558401108, + 0.3409034311771393, + 0.11306605488061905, + 0.07331404089927673 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.01820533163845539 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036188371013849974 + ], + "opposite_logprob_tokens": [ + -5.6286187171936035 + ], + "logprob_reward": -0.0036188371013849974, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036188371013849974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13306306302547455, + 0.07576865702867508, + 0.09925761818885803, + 0.09078995138406754, + 0.03767701983451843, + 0.04944448545575142, + 0.059463050216436386, + 0.21962933242321014, + 0.07199276238679886, + 0.16291403770446777 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.0036188371013849974 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, shot from above, hovers steadily above a towering, classically designed dark walnut bookcase. The bookcase rests on an ancient study floor covered with an intricately patterned Persian rug. A single shaft of light streams through a high window, illuminating the very top. Suddenly, a disintegration begins, spreading from the top shelf downward. The solid wooden shelves and sides don't violently explode, but rather begin to disintegrate in a surreal manner, first with tiny cracks and then rapidly shattering into countless tiny wood chips. Simultaneously, the heavy, leather-bound, gilded-spine bound books on the shelf disintegrate, their yellowed pages instantly disintegrating into swirling streams of paper particles. Sawdust and paper particles mixed together to form an ever-expanding cloud of brown and off-white dust. Under the influence of gravity, it slowly and gracefully spread downward and outward. Countless dust particles flickered and tumbled in the beam of light that pierced the darkness, like stardust endowed with life. Ultimately, the entire magnificent structure completely dissipated in a matter of seconds, leaving only a circle of dust outlines that drifted outward and suspended in the air, creating an atmosphere of quiet destruction that was both shocking and magically beautiful.", + "seed": 9361, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_4/index_269_seed_9361_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.7667377702891827, + "vlm_logprob": -0.7667377702891827, + "vlm_yes_no_margin": 1.025, + "vlm_token_credit": -0.7667377702891827, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.9306185245513916 + ], + "opposite_logprob_tokens": [ + -0.055618561804294586 + ], + "logprob_reward": -2.9306185245513916, + "yes_no_margin_reward": -2.875, + "token_credit_reward": -2.9306185245513916, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1674872487783432, + 0.11701003462076187, + 0.10368374735116959, + 0.0667300745844841, + 0.07502239942550659, + 0.11998313665390015, + 0.06686046719551086, + 0.04592198133468628, + 0.04897025600075722, + 0.18833070993423462 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -2.9306185245513916 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2523329555988312 + ], + "opposite_logprob_tokens": [ + -1.5023329257965088 + ], + "logprob_reward": -0.2523329555988312, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2523329555988312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16446906328201294, + 0.05886640399694443, + 0.21132677793502808, + 0.08507222682237625, + 0.09911274909973145, + 0.0884997621178627, + 0.05337044969201088, + 0.07102590799331665, + 0.06905391812324524, + 0.09920269250869751 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.2523329555988312 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234841108322144 + ], + "opposite_logprob_tokens": [ + -0.8984841108322144 + ], + "logprob_reward": -0.5234841108322144, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234841108322144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20106226205825806, + 0.0740901380777359, + 0.11299718916416168, + 0.10076779127120972, + 0.0982276126742363, + 0.2365945428609848, + 0.05644020065665245, + 0.028110366314649582, + 0.015624006278812885, + 0.07608587294816971 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.5234841108322144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11301976442337036 + ], + "opposite_logprob_tokens": [ + -2.2380197048187256 + ], + "logprob_reward": -0.11301976442337036, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11301976442337036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10367005318403244, + 0.04978397116065025, + 0.07056809216737747, + 0.12374899536371231, + 0.08756827563047409, + 0.15235455334186554, + 0.041867777705192566, + 0.1475292593240738, + 0.07218040525913239, + 0.15072862803936005 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.11301976442337036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned as a drone shot hovering steadily from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, classically designed dark walnut bookcase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include an ancient study floor with an intricately patterned Persian rug?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bookcase disintegrate into tiny wood chips and paper particles without violently exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles spread downward and outward under gravity to form a cloud of brown and off-white dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01423349604010582 + ], + "opposite_logprob_tokens": [ + -4.264233589172363 + ], + "logprob_reward": -0.01423349604010582, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01423349604010582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18689753115177155, + 0.06105293706059456, + 0.054480090737342834, + 0.1461515575647354, + 0.13597221672534943, + 0.08264004439115524, + 0.04205983877182007, + 0.05024489387869835, + 0.1149931401014328, + 0.12550772726535797 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.01423349604010582 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_5/index_tensor([116, 116])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_5/index_tensor([116, 116])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6de058e683b011ea2acb7c60587d9eb9a9611e67 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_5/index_tensor([116, 116])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme macro close-up, the camera remains stationary, focused on the dial of a classic watch. The dial, a warm, opalescent white, is inlaid with polished silver hour markers, each subtly shadowed by the soft, angled light streaming in from the upper left, adding to the image's three-dimensional quality. The dynamic centerpiece of the image is a slender, blued-steel second hand, which sweeps smoothly across the finely printed black markings on the dial's outer ring with continuous, almost silent grace. The tip of the second hand precisely traces each marker, its fluid motion contrasting with the still, Dauphine-style hour and minute hands, also crafted from polished metal. Light casts a soft, arcing highlight on the slightly domed sapphire crystal, accentuating the cool metallic quality of the hands and hour markers. The entire scene is enveloped in an atmosphere of focused tranquility. Set against the dark, warm, out-of-focus background, it conveys a precise, timeless mechanical aesthetic that speaks to the passage of time.", + "seed": 20084, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_5/index_116_seed_20084_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.013457174878567457, + "vlm_logprob": -0.013457174878567457, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.013457174878567457, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017017534002661705 + ], + "opposite_logprob_tokens": [ + -4.267017364501953 + ], + "logprob_reward": -0.017017534002661705, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.017017534002661705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13605238497257233, + 0.1555689573287964, + 0.09327300637960434, + 0.11268837749958038, + 0.06814492493867874, + 0.07420419901609421, + 0.16254185140132904, + 0.0674554705619812, + 0.03655810281634331, + 0.09351277351379395 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.017017534002661705 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330728992819786 + ], + "opposite_logprob_tokens": [ + -3.7733073234558105 + ], + "logprob_reward": -0.02330728992819786, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330728992819786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21908339858055115, + 0.13850270211696625, + 0.10291217267513275, + 0.04351043701171875, + 0.048785798251628876, + 0.09131866693496704, + 0.06138036772608757, + 0.09309980273246765, + 0.046882398426532745, + 0.1545243114233017 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.02330728992819786 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0142059950158 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.0142059950158, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0142059950158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1437411606311798, + 0.1025107353925705, + 0.08854640275239944, + 0.14790207147598267, + 0.10565900802612305, + 0.09248065203428268, + 0.11842002719640732, + 0.07926233857870102, + 0.038856957107782364, + 0.08262062072753906 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.0142059950158 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008658604696393013 + ], + "opposite_logprob_tokens": [ + -4.758658409118652 + ], + "logprob_reward": -0.008658604696393013, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008658604696393013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055959552526474, + 0.045993100851774216, + 0.1458660066127777, + 0.3169172406196594, + 0.28197306394577026, + 0.06014193221926689, + 0.01080035325139761, + 0.013151098974049091, + 0.014202464371919632, + 0.054995182901620865 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.008658604696393013 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096450749784708 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.004096450749784708, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096450749784708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1119442731142044, + 0.1895887851715088, + 0.07140207290649414, + 0.08144105970859528, + 0.12927518784999847, + 0.08028753846883774, + 0.06006786227226257, + 0.16264106333255768, + 0.03509492054581642, + 0.07825719565153122 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.004096450749784708 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera remains stationary, focused on the dial of a classic watch. The dial, a warm, opalescent white, is inlaid with polished silver hour markers, each subtly shadowed by the soft, angled light streaming in from the upper left, adding to the image's three-dimensional quality. The dynamic centerpiece of the image is a slender, blued-steel second hand, which sweeps smoothly across the finely printed black markings on the dial's outer ring with continuous, almost silent grace. The tip of the second hand precisely traces each marker, its fluid motion contrasting with the still, Dauphine-style hour and minute hands, also crafted from polished metal. Light casts a soft, arcing highlight on the slightly domed sapphire crystal, accentuating the cool metallic quality of the hands and hour markers. The entire scene is enveloped in an atmosphere of focused tranquility. Set against the dark, warm, out-of-focus background, it conveys a precise, timeless mechanical aesthetic that speaks to the passage of time.", + "seed": 20085, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_5/index_116_seed_20085_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.009445335576310753, + "vlm_logprob": -0.009445335576310753, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.009445335576310753, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017789803445339203 + ], + "opposite_logprob_tokens": [ + -4.142789840698242 + ], + "logprob_reward": -0.017789803445339203, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017789803445339203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20961348712444305, + 0.036043547093868256, + 0.05992267653346062, + 0.309858500957489, + 0.13594701886177063, + 0.03509633615612984, + 0.0710926428437233, + 0.06667457520961761, + 0.04661661013960838, + 0.029134608805179596 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.017789803445339203 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608678512275219 + ], + "opposite_logprob_tokens": [ + -4.141086578369141 + ], + "logprob_reward": -0.01608678512275219, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608678512275219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5276710987091064, + 0.11943292617797852, + 0.05961873382329941, + 0.06535597145557404, + 0.04260425642132759, + 0.05809851363301277, + 0.03653456270694733, + 0.030453287065029144, + 0.020987236872315407, + 0.039243459701538086 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.01608678512275219 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260316655039787 + ], + "opposite_logprob_tokens": [ + -5.255260467529297 + ], + "logprob_reward": -0.005260316655039787, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260316655039787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11951279640197754, + 0.1724800318479538, + 0.10421188920736313, + 0.08562841266393661, + 0.08875115215778351, + 0.13167808949947357, + 0.14600558578968048, + 0.03711329773068428, + 0.026417631655931473, + 0.0882011130452156 + ], + "top_frames": [ + 1, + 6, + 5 + ], + "selected_reward": -0.005260316655039787 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005269684828817844 + ], + "opposite_logprob_tokens": [ + -5.255269527435303 + ], + "logprob_reward": -0.005269684828817844, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005269684828817844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2618729770183563, + 0.2814021110534668, + 0.026882093399763107, + 0.064224012196064, + 0.07183656841516495, + 0.07358243316411972, + 0.11117330938577652, + 0.03447957709431648, + 0.016227059066295624, + 0.05831984058022499 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.005269684828817844 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002820087829604745 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.002820087829604745, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002820087829604745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06209883466362953, + 0.1970224380493164, + 0.08983774483203888, + 0.16389557719230652, + 0.20565809309482574, + 0.05360865965485573, + 0.05754983425140381, + 0.04933618754148483, + 0.04290655627846718, + 0.07808609306812286 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.002820087829604745 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera remains stationary, focused on the dial of a classic watch. The dial, a warm, opalescent white, is inlaid with polished silver hour markers, each subtly shadowed by the soft, angled light streaming in from the upper left, adding to the image's three-dimensional quality. The dynamic centerpiece of the image is a slender, blued-steel second hand, which sweeps smoothly across the finely printed black markings on the dial's outer ring with continuous, almost silent grace. The tip of the second hand precisely traces each marker, its fluid motion contrasting with the still, Dauphine-style hour and minute hands, also crafted from polished metal. Light casts a soft, arcing highlight on the slightly domed sapphire crystal, accentuating the cool metallic quality of the hands and hour markers. The entire scene is enveloped in an atmosphere of focused tranquility. Set against the dark, warm, out-of-focus background, it conveys a precise, timeless mechanical aesthetic that speaks to the passage of time.", + "seed": 20086, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_5/index_116_seed_20086_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02162046227604151, + "vlm_logprob": -0.02162046227604151, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.02162046227604151, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03541836142539978 + ], + "opposite_logprob_tokens": [ + -3.4104182720184326 + ], + "logprob_reward": -0.03541836142539978, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03541836142539978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15959449112415314, + 0.10752978920936584, + 0.38384029269218445, + 0.1119690090417862, + 0.035860102623701096, + 0.07949350029230118, + 0.03038523904979229, + 0.023372597992420197, + 0.04566609114408493, + 0.022288916632533073 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.03541836142539978 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029830025508999825 + ], + "opposite_logprob_tokens": [ + -3.529829978942871 + ], + "logprob_reward": -0.029830025508999825, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029830025508999825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16525492072105408, + 0.09970379620790482, + 0.13308237493038177, + 0.13604319095611572, + 0.09444399178028107, + 0.10725700855255127, + 0.06573860347270966, + 0.05378706380724907, + 0.0454835370182991, + 0.09920558333396912 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.029830025508999825 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085729002952576 + ], + "opposite_logprob_tokens": [ + -4.141085624694824 + ], + "logprob_reward": -0.016085729002952576, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085729002952576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11563390493392944, + 0.0917632132768631, + 0.2017107754945755, + 0.0861797034740448, + 0.07772985100746155, + 0.12232529371976852, + 0.08704947680234909, + 0.05270034074783325, + 0.05558738112449646, + 0.10931994765996933 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.016085729002952576 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012565961107611656 + ], + "opposite_logprob_tokens": [ + -4.387566089630127 + ], + "logprob_reward": -0.012565961107611656, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012565961107611656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14424771070480347, + 0.07000167667865753, + 0.14091990888118744, + 0.1869564801454544, + 0.050959572196006775, + 0.10844018310308456, + 0.20829659700393677, + 0.030757112428545952, + 0.026858380064368248, + 0.03256237134337425 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.012565961107611656 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202234335243702 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014202234335243702, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202234335243702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13343022763729095, + 0.03912055492401123, + 0.27004188299179077, + 0.10638642311096191, + 0.05659055337309837, + 0.08587959408760071, + 0.061609718948602676, + 0.0361165776848793, + 0.06913189589977264, + 0.1416926085948944 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.014202234335243702 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera remains stationary, focused on the dial of a classic watch. The dial, a warm, opalescent white, is inlaid with polished silver hour markers, each subtly shadowed by the soft, angled light streaming in from the upper left, adding to the image's three-dimensional quality. The dynamic centerpiece of the image is a slender, blued-steel second hand, which sweeps smoothly across the finely printed black markings on the dial's outer ring with continuous, almost silent grace. The tip of the second hand precisely traces each marker, its fluid motion contrasting with the still, Dauphine-style hour and minute hands, also crafted from polished metal. Light casts a soft, arcing highlight on the slightly domed sapphire crystal, accentuating the cool metallic quality of the hands and hour markers. The entire scene is enveloped in an atmosphere of focused tranquility. Set against the dark, warm, out-of-focus background, it conveys a precise, timeless mechanical aesthetic that speaks to the passage of time.", + "seed": 20087, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_5/index_116_seed_20087_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013284469302743674, + "vlm_logprob": -0.013284469302743674, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.013284469302743674, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022782836109399796 + ], + "opposite_logprob_tokens": [ + -3.897782802581787 + ], + "logprob_reward": -0.022782836109399796, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022782836109399796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06611897051334381, + 0.0716438964009285, + 0.05920609459280968, + 0.055724937468767166, + 0.07915836572647095, + 0.024706831201910973, + 0.04110345616936684, + 0.041951049119234085, + 0.09825129806995392, + 0.4621351659297943 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.022782836109399796 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018208609893918037 + ], + "opposite_logprob_tokens": [ + -4.0182085037231445 + ], + "logprob_reward": -0.018208609893918037, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018208609893918037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11940350383520126, + 0.15420718491077423, + 0.062489379197359085, + 0.2085157185792923, + 0.2287764847278595, + 0.08066985011100769, + 0.0257584135979414, + 0.015383727848529816, + 0.025839349254965782, + 0.07895635068416595 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.018208609893918037 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005958057940006256 + ], + "opposite_logprob_tokens": [ + -5.130958080291748 + ], + "logprob_reward": -0.005958057940006256, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005958057940006256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11528454720973969, + 0.08425434678792953, + 0.06604156643152237, + 0.07917342334985733, + 0.04526715725660324, + 0.0475749671459198, + 0.210086390376091, + 0.10643678158521652, + 0.09364250302314758, + 0.15223833918571472 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.005958057940006256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014218217693269253 + ], + "opposite_logprob_tokens": [ + -4.264218330383301 + ], + "logprob_reward": -0.014218217693269253, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014218217693269253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06838643550872803, + 0.042168717831373215, + 0.14270080626010895, + 0.10074611008167267, + 0.071181520819664, + 0.040900904685258865, + 0.19730545580387115, + 0.09317177534103394, + 0.06396450102329254, + 0.17947375774383545 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.014218217693269253 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera stationary in an extreme macro close-up shot of a watch dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch dial warm opalescent white with polished silver hour markers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender blued-steel second hand sweeping smoothly across the dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the hour and minute hands still and Dauphine-style while the second hand moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark, warm, and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254624877125025 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.005254624877125025, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254624877125025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05455175042152405, + 0.05845541134476662, + 0.05828307196497917, + 0.09635622054338455, + 0.16940946877002716, + 0.10581528395414352, + 0.023009078577160835, + 0.010172379203140736, + 0.06672447174787521, + 0.3572227954864502 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.005254624877125025 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_6/index_tensor([704, 704])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_6/index_tensor([704, 704])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9d1e20e916fab6d8af621dd9089bf74fad64ce8f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_6/index_tensor([704, 704])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle shot, the camera slowly tilting upward, follows a climber as he struggles to ascend a near-vertical, snow-capped mountain. Clad in a bright red helmet and goggles that reflect the glaring sunlight, the climber's face tense with intense concentration and effort, his breath instantly condensing in the bitter cold. He wears a royal blue Gore-Tex jacket, its surface dusted with fine snowflakes, and a heavy backpack strapped to his back, ropes and gear. With all his might, he raises his right arm high, his metal ice pick slicing a swift arc through the air before slamming fiercely into the solid, gleaming blue ice before him. The moment of impact sends sparkling ice shards and white powder scattering violently in all directions, some even hitting the camera, creating a powerful sense of presence. Then, tensing his muscles, he uses the pick firmly embedded in the ice as a fulcrum to steadily and painstakingly lift his body a small step upward. The entire scene is illuminated by the strong, unobstructed sunlight at high altitudes, casting sharp, deep blue shadows on the pristine white snow and ice. In the distance are endless jagged peaks, together creating an atmosphere of human perseverance, tension, and epic conquest in the face of magnificent nature.", + "seed": 5218, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_6/index_704_seed_5218_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09391475850716233, + "vlm_logprob": -0.09391475850716233, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.09391475850716233, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0714757889509201 + ], + "opposite_logprob_tokens": [ + -2.8214757442474365 + ], + "logprob_reward": -0.0714757889509201, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0714757889509201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23650476336479187, + 0.13840045034885406, + 0.0987430214881897, + 0.09680327773094177, + 0.07375491410493851, + 0.0627596378326416, + 0.13541634380817413, + 0.04653477668762207, + 0.05850045755505562, + 0.0525822751224041 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0714757889509201 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486350476741791 + ], + "opposite_logprob_tokens": [ + -1.2236350774765015 + ], + "logprob_reward": -0.3486350476741791, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486350476741791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04758895933628082, + 0.12314359098672867, + 0.04674649238586426, + 0.12317600846290588, + 0.218812957406044, + 0.2633213400840759, + 0.04445707052946091, + 0.018438169732689857, + 0.101680688560009, + 0.012634790502488613 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.3486350476741791 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374062851071358 + ], + "opposite_logprob_tokens": [ + -3.408740520477295 + ], + "logprob_reward": -0.03374062851071358, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374062851071358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18578486144542694, + 0.16002391278743744, + 0.14771416783332825, + 0.13229726254940033, + 0.07420698553323746, + 0.06537561863660812, + 0.041201189160346985, + 0.04778992757201195, + 0.060551293194293976, + 0.08505477011203766 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03374062851071358 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083701625466347 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.011083701625466347, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083701625466347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1327306628227234, + 0.12441941350698471, + 0.1809263825416565, + 0.09898331761360168, + 0.04570213332772255, + 0.06489542871713638, + 0.06792394816875458, + 0.0770668089389801, + 0.10024420917034149, + 0.10710765421390533 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.011083701625466347 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046386257745325565 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.0046386257745325565, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046386257745325565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08182403445243835, + 0.20986208319664001, + 0.333625853061676, + 0.055626362562179565, + 0.05285344645380974, + 0.050084974616765976, + 0.0293357465416193, + 0.08345014601945877, + 0.06324067711830139, + 0.040096644312143326 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.0046386257745325565 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot, the camera slowly tilting upward, follows a climber as he struggles to ascend a near-vertical, snow-capped mountain. Clad in a bright red helmet and goggles that reflect the glaring sunlight, the climber's face tense with intense concentration and effort, his breath instantly condensing in the bitter cold. He wears a royal blue Gore-Tex jacket, its surface dusted with fine snowflakes, and a heavy backpack strapped to his back, ropes and gear. With all his might, he raises his right arm high, his metal ice pick slicing a swift arc through the air before slamming fiercely into the solid, gleaming blue ice before him. The moment of impact sends sparkling ice shards and white powder scattering violently in all directions, some even hitting the camera, creating a powerful sense of presence. Then, tensing his muscles, he uses the pick firmly embedded in the ice as a fulcrum to steadily and painstakingly lift his body a small step upward. The entire scene is illuminated by the strong, unobstructed sunlight at high altitudes, casting sharp, deep blue shadows on the pristine white snow and ice. In the distance are endless jagged peaks, together creating an atmosphere of human perseverance, tension, and epic conquest in the face of magnificent nature.", + "seed": 5219, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_6/index_704_seed_5219_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05290117934346199, + "vlm_logprob": -0.05290117934346199, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.05290117934346199, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07755209505558014 + ], + "opposite_logprob_tokens": [ + -2.827552080154419 + ], + "logprob_reward": -0.07755209505558014, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07755209505558014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058696869760751724, + 0.057150572538375854, + 0.03244471922516823, + 0.08713436126708984, + 0.05215725302696228, + 0.07404782623052597, + 0.0652155876159668, + 0.018553581088781357, + 0.19942909479141235, + 0.3551700711250305 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.07755209505558014 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868520796298981 + ], + "opposite_logprob_tokens": [ + -3.048685312271118 + ], + "logprob_reward": -0.04868520796298981, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868520796298981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09552323073148727, + 0.0436767041683197, + 0.04193960875272751, + 0.05862622335553169, + 0.11442495137453079, + 0.09072190523147583, + 0.12309961020946503, + 0.1954757571220398, + 0.178074911236763, + 0.058437131345272064 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.04868520796298981 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298750340938568 + ], + "opposite_logprob_tokens": [ + -2.237987518310547 + ], + "logprob_reward": -0.11298750340938568, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298750340938568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1853785514831543, + 0.07637600600719452, + 0.059497468173503876, + 0.17195813357830048, + 0.11384469270706177, + 0.13920655846595764, + 0.08829430490732193, + 0.04570835456252098, + 0.07813607901334763, + 0.041599877178668976 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.11298750340938568 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0142059950158 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.0142059950158, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0142059950158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12512335181236267, + 0.19669336080551147, + 0.1155778169631958, + 0.13983356952667236, + 0.14231494069099426, + 0.0746452584862709, + 0.05114709213376045, + 0.040205780416727066, + 0.05490155890583992, + 0.05955725908279419 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.0142059950158 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075095273554325 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011075095273554325, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075095273554325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19754911959171295, + 0.06986866146326065, + 0.041399501264095306, + 0.09254790097475052, + 0.2909192442893982, + 0.03940225765109062, + 0.1349395364522934, + 0.04019183665513992, + 0.03565635904669762, + 0.05752556398510933 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.011075095273554325 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot, the camera slowly tilting upward, follows a climber as he struggles to ascend a near-vertical, snow-capped mountain. Clad in a bright red helmet and goggles that reflect the glaring sunlight, the climber's face tense with intense concentration and effort, his breath instantly condensing in the bitter cold. He wears a royal blue Gore-Tex jacket, its surface dusted with fine snowflakes, and a heavy backpack strapped to his back, ropes and gear. With all his might, he raises his right arm high, his metal ice pick slicing a swift arc through the air before slamming fiercely into the solid, gleaming blue ice before him. The moment of impact sends sparkling ice shards and white powder scattering violently in all directions, some even hitting the camera, creating a powerful sense of presence. Then, tensing his muscles, he uses the pick firmly embedded in the ice as a fulcrum to steadily and painstakingly lift his body a small step upward. The entire scene is illuminated by the strong, unobstructed sunlight at high altitudes, casting sharp, deep blue shadows on the pristine white snow and ice. In the distance are endless jagged peaks, together creating an atmosphere of human perseverance, tension, and epic conquest in the face of magnificent nature.", + "seed": 5220, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_6/index_704_seed_5220_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18702372033149003, + "vlm_logprob": -0.18702372033149003, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.18702372033149003, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11076976358890533 + ], + "opposite_logprob_tokens": [ + -2.360769748687744 + ], + "logprob_reward": -0.11076976358890533, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.11076976358890533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09062624722719193, + 0.07652989029884338, + 0.09562265127897263, + 0.1917344182729721, + 0.07745277881622314, + 0.05817464739084244, + 0.04969765618443489, + 0.2554897964000702, + 0.03130451217293739, + 0.0733674094080925 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.11076976358890533 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.757804274559021 + ], + "opposite_logprob_tokens": [ + -0.632804274559021 + ], + "logprob_reward": -0.757804274559021, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.757804274559021, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08110681921243668, + 0.025195209309458733, + 0.053000740706920624, + 0.050418250262737274, + 0.030597444623708725, + 0.06004495173692703, + 0.5524119138717651, + 0.0329112745821476, + 0.01200767420232296, + 0.10230579972267151 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.757804274559021 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04871722683310509 + ], + "opposite_logprob_tokens": [ + -3.0487172603607178 + ], + "logprob_reward": -0.04871722683310509, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04871722683310509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14420919120311737, + 0.06489582359790802, + 0.11161178350448608, + 0.06776949763298035, + 0.06681566685438156, + 0.0831267386674881, + 0.13637171685695648, + 0.07349738478660583, + 0.040699221193790436, + 0.21100303530693054 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.04871722683310509 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086766608059406 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011086766608059406, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086766608059406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10242466628551483, + 0.08467186242341995, + 0.21199384331703186, + 0.08830223977565765, + 0.05742659792304039, + 0.03747177496552467, + 0.19702577590942383, + 0.05084579437971115, + 0.06929735839366913, + 0.10054006427526474 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.011086766608059406 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740570068359375 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740570068359375, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740570068359375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1763555407524109, + 0.05811486765742302, + 0.040942829102277756, + 0.09638815373182297, + 0.09480463713407516, + 0.0973236933350563, + 0.16721069812774658, + 0.04253994673490524, + 0.1404695063829422, + 0.08585017919540405 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.006740570068359375 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot, the camera slowly tilting upward, follows a climber as he struggles to ascend a near-vertical, snow-capped mountain. Clad in a bright red helmet and goggles that reflect the glaring sunlight, the climber's face tense with intense concentration and effort, his breath instantly condensing in the bitter cold. He wears a royal blue Gore-Tex jacket, its surface dusted with fine snowflakes, and a heavy backpack strapped to his back, ropes and gear. With all his might, he raises his right arm high, his metal ice pick slicing a swift arc through the air before slamming fiercely into the solid, gleaming blue ice before him. The moment of impact sends sparkling ice shards and white powder scattering violently in all directions, some even hitting the camera, creating a powerful sense of presence. Then, tensing his muscles, he uses the pick firmly embedded in the ice as a fulcrum to steadily and painstakingly lift his body a small step upward. The entire scene is illuminated by the strong, unobstructed sunlight at high altitudes, casting sharp, deep blue shadows on the pristine white snow and ice. In the distance are endless jagged peaks, together creating an atmosphere of human perseverance, tension, and epic conquest in the face of magnificent nature.", + "seed": 5221, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_6/index_704_seed_5221_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3772439271211624, + "vlm_logprob": -0.3772439271211624, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.3772439271211624, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20332567393779755 + ], + "opposite_logprob_tokens": [ + -1.828325629234314 + ], + "logprob_reward": -0.20332567393779755, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.20332567393779755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09894279390573502, + 0.10547881573438644, + 0.18794551491737366, + 0.09782163798809052, + 0.1113772764801979, + 0.03304025158286095, + 0.07352305948734283, + 0.04630117118358612, + 0.02025875821709633, + 0.22531072795391083 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.20332567393779755 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005476713180542 + ], + "opposite_logprob_tokens": [ + -0.2255476415157318 + ], + "logprob_reward": -1.6005476713180542, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005476713180542, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15764601528644562, + 0.08048257976770401, + 0.039404336363077164, + 0.03249284625053406, + 0.12557736039161682, + 0.13639357686042786, + 0.043123647570610046, + 0.057796355336904526, + 0.16745612025260925, + 0.15962715446949005 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -1.6005476713180542 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062155161052942276 + ], + "opposite_logprob_tokens": [ + -2.812155246734619 + ], + "logprob_reward": -0.062155161052942276, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062155161052942276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16023248434066772, + 0.05904219672083855, + 0.0449054129421711, + 0.10784918069839478, + 0.06663692742586136, + 0.09727771580219269, + 0.09097938239574432, + 0.07139825075864792, + 0.06443389505147934, + 0.23724448680877686 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.062155161052942276 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016091829165816307 + ], + "opposite_logprob_tokens": [ + -4.141091823577881 + ], + "logprob_reward": -0.016091829165816307, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016091829165816307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1823214441537857, + 0.0912046805024147, + 0.042976800352334976, + 0.11833467334508896, + 0.12983989715576172, + 0.08921178430318832, + 0.07184149324893951, + 0.04853804409503937, + 0.0966540202498436, + 0.12907713651657104 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.016091829165816307 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the climber wearing a bright red helmet and goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the climber wearing a royal blue Gore-Tex jacket with fine snowflakes on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the climber raise his right arm to swing a metal ice pick into the blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sparkling ice shards and white powder seen scattering violently after the ice pick impacts the ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099300131201744 + ], + "opposite_logprob_tokens": [ + -5.504099369049072 + ], + "logprob_reward": -0.004099300131201744, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099300131201744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13816021382808685, + 0.11157000064849854, + 0.11909687519073486, + 0.038770802319049835, + 0.12145507335662842, + 0.17506061494350433, + 0.09960423409938812, + 0.031238142400979996, + 0.10218195617198944, + 0.06286214292049408 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.004099300131201744 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_7/index_tensor([8997, 8997])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_7/index_tensor([8997, 8997])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..09a28a641689598c21597347a7dfde1984807253 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_7/index_tensor([8997, 8997])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle rotating shot slowly and steadily circles a mechanical construct nestled in a damp, graffiti-covered narrow alley. Dirty puddles on the ground reflect the dim light of a single, flickering, old-fashioned streetlamp deep within the alley. The crumbling brick walls on either side are covered in layers of vibrant, yet faded, graffiti. In the center of the frame, a mechanical scorpion, meticulously crafted entirely from brass and steel, stands poised for attack. Its main structure is composed of cold, industrial-scarred steel, while its intricate joints and decorative shell are crafted from polished brass, gleaming a dull luster in the dim light. Its multiple, articulated metal legs support it steadily, its segmented tail raised high, its stinger tipped with an ominous red glow, echoing the scarlet optical sensors on its head. Its massive front claws rhythmically open and close, their edges polished to an exceptionally sharp edge, reflecting a chilling glint with each movement, as if signaling imminent danger. The entire body rises and falls slightly as the internal gears turn, creating an oppressive and tense atmosphere, and the camera continues to rotate to capture every threatening detail of it.", + "seed": 9480, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_7/index_8997_seed_9480_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07406954541802406, + "vlm_logprob": -0.07406954541802406, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.07406954541802406, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2822570502758026 + ], + "opposite_logprob_tokens": [ + -1.407257080078125 + ], + "logprob_reward": -0.2822570502758026, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2822570502758026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.354665070772171, + 0.0710025280714035, + 0.08974529057741165, + 0.0661793202161789, + 0.0643833577632904, + 0.02489657886326313, + 0.12187232822179794, + 0.06985935568809509, + 0.09185409545898438, + 0.04554211348295212 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.2822570502758026 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629777304828167 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007629777304828167, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629777304828167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1313847303390503, + 0.06605587154626846, + 0.06607396900653839, + 0.08468177169561386, + 0.19113479554653168, + 0.02688150480389595, + 0.18733598291873932, + 0.02786451019346714, + 0.16654574871063232, + 0.05204117298126221 + ], + "top_frames": [ + 4, + 6, + 8 + ], + "selected_reward": -0.007629777304828167 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304707050323486 + ], + "opposite_logprob_tokens": [ + -3.1680469512939453 + ], + "logprob_reward": -0.04304707050323486, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304707050323486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3208507001399994, + 0.10238520056009293, + 0.19149592518806458, + 0.04379616305232048, + 0.13547945022583008, + 0.03969915956258774, + 0.047981854528188705, + 0.03157886117696762, + 0.03555510193109512, + 0.051177650690078735 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.04304707050323486 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080753989517689 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080753989517689, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080753989517689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10902673751115799, + 0.5284922122955322, + 0.02654571644961834, + 0.042561911046504974, + 0.03533454239368439, + 0.017283840104937553, + 0.13337108492851257, + 0.021959910169243813, + 0.03322388604283333, + 0.05220016837120056 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.011080753989517689 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026333075016736984 + ], + "opposite_logprob_tokens": [ + -3.6513330936431885 + ], + "logprob_reward": -0.026333075016736984, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026333075016736984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20812343060970306, + 0.08865948766469955, + 0.054790012538433075, + 0.07483237236738205, + 0.10645681619644165, + 0.05824606493115425, + 0.12302806228399277, + 0.08857801556587219, + 0.07533712685108185, + 0.1219484955072403 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.026333075016736984 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle rotating shot slowly and steadily circles a mechanical construct nestled in a damp, graffiti-covered narrow alley. Dirty puddles on the ground reflect the dim light of a single, flickering, old-fashioned streetlamp deep within the alley. The crumbling brick walls on either side are covered in layers of vibrant, yet faded, graffiti. In the center of the frame, a mechanical scorpion, meticulously crafted entirely from brass and steel, stands poised for attack. Its main structure is composed of cold, industrial-scarred steel, while its intricate joints and decorative shell are crafted from polished brass, gleaming a dull luster in the dim light. Its multiple, articulated metal legs support it steadily, its segmented tail raised high, its stinger tipped with an ominous red glow, echoing the scarlet optical sensors on its head. Its massive front claws rhythmically open and close, their edges polished to an exceptionally sharp edge, reflecting a chilling glint with each movement, as if signaling imminent danger. The entire body rises and falls slightly as the internal gears turn, creating an oppressive and tense atmosphere, and the camera continues to rotate to capture every threatening detail of it.", + "seed": 9481, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_7/index_8997_seed_9481_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06401451975107193, + "vlm_logprob": -0.06401451975107193, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.06401451975107193, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22741669416427612 + ], + "opposite_logprob_tokens": [ + -1.602416753768921 + ], + "logprob_reward": -0.22741669416427612, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22741669416427612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09774519503116608, + 0.14644096791744232, + 0.031062040477991104, + 0.06541204452514648, + 0.05908071994781494, + 0.3055649399757385, + 0.06517123430967331, + 0.10380704700946808, + 0.04476896673440933, + 0.08094688504934311 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.22741669416427612 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072855442762375 + ], + "opposite_logprob_tokens": [ + -4.511072635650635 + ], + "logprob_reward": -0.011072855442762375, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072855442762375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09360551834106445, + 0.10890118777751923, + 0.11531409621238708, + 0.025493677705526352, + 0.04197771102190018, + 0.06832096725702286, + 0.02941328100860119, + 0.14436006546020508, + 0.07603651285171509, + 0.2965770363807678 + ], + "top_frames": [ + 9, + 7, + 2 + ], + "selected_reward": -0.011072855442762375 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033687494695186615 + ], + "opposite_logprob_tokens": [ + -3.4086875915527344 + ], + "logprob_reward": -0.033687494695186615, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033687494695186615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3865765929222107, + 0.1744007170200348, + 0.059378355741500854, + 0.037241380661726, + 0.05571679770946503, + 0.08857710659503937, + 0.01469690166413784, + 0.06845928728580475, + 0.06784976273775101, + 0.047103170305490494 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.033687494695186615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033708129078149796 + ], + "opposite_logprob_tokens": [ + -3.408708095550537 + ], + "logprob_reward": -0.033708129078149796, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033708129078149796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16409166157245636, + 0.09568149596452713, + 0.05937061458826065, + 0.053391147404909134, + 0.10147495567798615, + 0.17199915647506714, + 0.05326869338750839, + 0.09111559391021729, + 0.08070806413888931, + 0.12889865040779114 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.033708129078149796 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187425374984741 + ], + "opposite_logprob_tokens": [ + -4.264187335968018 + ], + "logprob_reward": -0.014187425374984741, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187425374984741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22029677033424377, + 0.10205227136611938, + 0.05998234823346138, + 0.11485332995653152, + 0.1300106793642044, + 0.11752845346927643, + 0.06982866674661636, + 0.0589878112077713, + 0.04261678457260132, + 0.08384282141923904 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.014187425374984741 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle rotating shot slowly and steadily circles a mechanical construct nestled in a damp, graffiti-covered narrow alley. Dirty puddles on the ground reflect the dim light of a single, flickering, old-fashioned streetlamp deep within the alley. The crumbling brick walls on either side are covered in layers of vibrant, yet faded, graffiti. In the center of the frame, a mechanical scorpion, meticulously crafted entirely from brass and steel, stands poised for attack. Its main structure is composed of cold, industrial-scarred steel, while its intricate joints and decorative shell are crafted from polished brass, gleaming a dull luster in the dim light. Its multiple, articulated metal legs support it steadily, its segmented tail raised high, its stinger tipped with an ominous red glow, echoing the scarlet optical sensors on its head. Its massive front claws rhythmically open and close, their edges polished to an exceptionally sharp edge, reflecting a chilling glint with each movement, as if signaling imminent danger. The entire body rises and falls slightly as the internal gears turn, creating an oppressive and tense atmosphere, and the camera continues to rotate to capture every threatening detail of it.", + "seed": 9482, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_7/index_8997_seed_9482_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05245913239195943, + "vlm_logprob": -0.05245913239195943, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.05245913239195943, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18076470494270325 + ], + "opposite_logprob_tokens": [ + -1.8057646751403809 + ], + "logprob_reward": -0.18076470494270325, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18076470494270325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1483280062675476, + 0.0683862492442131, + 0.04639732465147972, + 0.10007955133914948, + 0.3338105082511902, + 0.05657196044921875, + 0.09326337277889252, + 0.04338598996400833, + 0.03035876154899597, + 0.07941833138465881 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.18076470494270325 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040955008007586 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.0040955008007586, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040955008007586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16888591647148132, + 0.029112476855516434, + 0.05091904476284981, + 0.06419184058904648, + 0.15614478290081024, + 0.07822919636964798, + 0.3036254942417145, + 0.027571476995944977, + 0.04283784702420235, + 0.07848192006349564 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.0040955008007586 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808502107858658 + ], + "opposite_logprob_tokens": [ + -3.2880849838256836 + ], + "logprob_reward": -0.03808502107858658, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808502107858658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18360400199890137, + 0.05625293776392937, + 0.1210639700293541, + 0.11366687715053558, + 0.10833237320184708, + 0.08491642773151398, + 0.0875692218542099, + 0.09469904005527496, + 0.04722243547439575, + 0.10267272591590881 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.03808502107858658 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329133450984955 + ], + "opposite_logprob_tokens": [ + -3.7732913494110107 + ], + "logprob_reward": -0.02329133450984955, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329133450984955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29794076085090637, + 0.08372794091701508, + 0.12000123411417007, + 0.05750301107764244, + 0.1419994980096817, + 0.06613217294216156, + 0.041447192430496216, + 0.042579758912324905, + 0.04718811437487602, + 0.10148029774427414 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.02329133450984955 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605910062789917 + ], + "opposite_logprob_tokens": [ + -4.141058921813965 + ], + "logprob_reward": -0.01605910062789917, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605910062789917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12963345646858215, + 0.10434449464082718, + 0.07619260996580124, + 0.05519187077879906, + 0.147953063249588, + 0.06579264253377914, + 0.07930740714073181, + 0.07411286234855652, + 0.06682081520557404, + 0.20065085589885712 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.01605910062789917 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle rotating shot slowly and steadily circles a mechanical construct nestled in a damp, graffiti-covered narrow alley. Dirty puddles on the ground reflect the dim light of a single, flickering, old-fashioned streetlamp deep within the alley. The crumbling brick walls on either side are covered in layers of vibrant, yet faded, graffiti. In the center of the frame, a mechanical scorpion, meticulously crafted entirely from brass and steel, stands poised for attack. Its main structure is composed of cold, industrial-scarred steel, while its intricate joints and decorative shell are crafted from polished brass, gleaming a dull luster in the dim light. Its multiple, articulated metal legs support it steadily, its segmented tail raised high, its stinger tipped with an ominous red glow, echoing the scarlet optical sensors on its head. Its massive front claws rhythmically open and close, their edges polished to an exceptionally sharp edge, reflecting a chilling glint with each movement, as if signaling imminent danger. The entire body rises and falls slightly as the internal gears turn, creating an oppressive and tense atmosphere, and the camera continues to rotate to capture every threatening detail of it.", + "seed": 9483, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_7/index_8997_seed_9483_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.045690808538347484, + "vlm_logprob": -0.045690808538347484, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.045690808538347484, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16210272908210754 + ], + "opposite_logprob_tokens": [ + -1.9121026992797852 + ], + "logprob_reward": -0.16210272908210754, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16210272908210754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10687714070081711, + 0.07895281165838242, + 0.06103722006082535, + 0.0789942741394043, + 0.06871747225522995, + 0.06766429543495178, + 0.15278492867946625, + 0.08637963235378265, + 0.10039953142404556, + 0.19819276034832 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.16210272908210754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190698698163033 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018190698698163033, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190698698163033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16153590381145477, + 0.27774155139923096, + 0.05690855160355568, + 0.031053252518177032, + 0.03841310366988182, + 0.06543222814798355, + 0.03426717221736908, + 0.06614504009485245, + 0.11965383589267731, + 0.14884930849075317 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.018190698698163033 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026335977017879486 + ], + "opposite_logprob_tokens": [ + -3.6513359546661377 + ], + "logprob_reward": -0.026335977017879486, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026335977017879486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12413705885410309, + 0.12562915682792664, + 0.060044191777706146, + 0.07674239575862885, + 0.08337879925966263, + 0.07183625549077988, + 0.0614313930273056, + 0.08789444714784622, + 0.19799748063087463, + 0.1109088733792305 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.026335977017879486 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634391542524099 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.007634391542524099, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634391542524099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1234816312789917, + 0.07550133764743805, + 0.08239496499300003, + 0.46308743953704834, + 0.022278927266597748, + 0.06798576563596725, + 0.03638406842947006, + 0.029542459174990654, + 0.05933327227830887, + 0.04001012071967125 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.007634391542524099 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mechanical scorpion constructed from brass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow alley with crumbling brick walls covered in vibrant, faded graffiti?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single flickering old-fashioned streetlamp providing dim light in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scorpion's stinger glow red and do its optical sensors appear scarlet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady low-angle rotating shot circling the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190246351063251 + ], + "opposite_logprob_tokens": [ + -4.264190196990967 + ], + "logprob_reward": -0.014190246351063251, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190246351063251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14194762706756592, + 0.2232656627893448, + 0.08309365063905716, + 0.09470964223146439, + 0.12576188147068024, + 0.06958194077014923, + 0.07719114422798157, + 0.06317809224128723, + 0.07409103214740753, + 0.047179270535707474 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.014190246351063251 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_8/index_tensor([4379, 4379])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_8/index_tensor([4379, 4379])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cc44e573387ebc1d88caa00fcfae2ba09b215944 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_8/index_tensor([4379, 4379])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, upward-tilting wide shot, rendered in the hyper-detailed style of Pixar animation, immerses the viewer in the tranquility of a bamboo forest at dawn. Starting low, the camera focuses on the underside of the sturdy, distinctively swollen, belly-shaped stems of the Wamin bamboo, their surfaces a polished, vibrant emerald green, with perfectly carved knots. Countless drops of glistening morning dew cling tenaciously to the bamboo's smooth bark and delicate, pointed leaves, each a perfect, crystal-clear sphere. Soft, warm morning light filters through the lush canopy above, capturing each droplet and making it shimmer like a tiny gem. Miniature rainbows refract through the water, amplifying the textures of the bamboo below. As the camera gently tilts upward, revealing the bamboo's full, whimsical features, the background dissolves into a soft-focus tapestry of more stems and a gentle morning mist, creating a profound sense of depth and a tranquil, magical atmosphere.", + "seed": 17532, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_8/index_4379_seed_17532_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17358247339725494, + "vlm_logprob": -0.17358247339725494, + "vlm_yes_no_margin": 1.825, + "vlm_token_credit": -0.17358247339725494, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3885843753814697 + ], + "opposite_logprob_tokens": [ + -1.1385843753814697 + ], + "logprob_reward": -0.3885843753814697, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3885843753814697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4091012179851532, + 0.12776900827884674, + 0.05443979427218437, + 0.07008042931556702, + 0.0625101625919342, + 0.08294054120779037, + 0.04685613885521889, + 0.024842679500579834, + 0.06101665645837784, + 0.060443371534347534 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.3885843753814697 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036678850650787 + ], + "opposite_logprob_tokens": [ + -1.9103667736053467 + ], + "logprob_reward": -0.16036678850650787, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036678850650787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21309134364128113, + 0.193330317735672, + 0.11315245926380157, + 0.07153329998254776, + 0.13837653398513794, + 0.06599020212888718, + 0.03319334238767624, + 0.07039042562246323, + 0.06906355172395706, + 0.03187856823205948 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.16036678850650787 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899131625890732 + ], + "opposite_logprob_tokens": [ + -2.578991413116455 + ], + "logprob_reward": -0.07899131625890732, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899131625890732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3731894791126251, + 0.09432226419448853, + 0.044716306030750275, + 0.09101222455501556, + 0.07504209876060486, + 0.05816464498639107, + 0.040680479258298874, + 0.06471771746873856, + 0.12040438503026962, + 0.0377504825592041 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.07899131625890732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293075233697891 + ], + "opposite_logprob_tokens": [ + -2.2379307746887207 + ], + "logprob_reward": -0.11293075233697891, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293075233697891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2402741014957428, + 0.13327451050281525, + 0.10141676664352417, + 0.04471713677048683, + 0.26057660579681396, + 0.04894431307911873, + 0.09043686091899872, + 0.02222953364253044, + 0.032347336411476135, + 0.025782860815525055 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.11293075233697891 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270391345024109 + ], + "opposite_logprob_tokens": [ + -2.1270391941070557 + ], + "logprob_reward": -0.1270391345024109, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270391345024109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31445229053497314, + 0.11165870726108551, + 0.09208055585622787, + 0.06138324737548828, + 0.05647842586040497, + 0.10705357789993286, + 0.12203201651573181, + 0.05036109313368797, + 0.03970840945839882, + 0.04479169100522995 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.1270391345024109 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward-tilting wide shot, rendered in the hyper-detailed style of Pixar animation, immerses the viewer in the tranquility of a bamboo forest at dawn. Starting low, the camera focuses on the underside of the sturdy, distinctively swollen, belly-shaped stems of the Wamin bamboo, their surfaces a polished, vibrant emerald green, with perfectly carved knots. Countless drops of glistening morning dew cling tenaciously to the bamboo's smooth bark and delicate, pointed leaves, each a perfect, crystal-clear sphere. Soft, warm morning light filters through the lush canopy above, capturing each droplet and making it shimmer like a tiny gem. Miniature rainbows refract through the water, amplifying the textures of the bamboo below. As the camera gently tilts upward, revealing the bamboo's full, whimsical features, the background dissolves into a soft-focus tapestry of more stems and a gentle morning mist, creating a profound sense of depth and a tranquil, magical atmosphere.", + "seed": 17533, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_8/index_4379_seed_17533_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18891626950353385, + "vlm_logprob": -0.18891626950353385, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.18891626950353385, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3508588969707489 + ], + "opposite_logprob_tokens": [ + -1.2258589267730713 + ], + "logprob_reward": -0.3508588969707489, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3508588969707489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10878472030162811, + 0.04269767180085182, + 0.06555159389972687, + 0.636996865272522, + 0.028590351343154907, + 0.0313059538602829, + 0.0103126997128129, + 0.008822311647236347, + 0.023999249562621117, + 0.042938556522130966 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.3508588969707489 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033717118203639984 + ], + "opposite_logprob_tokens": [ + -3.408717155456543 + ], + "logprob_reward": -0.033717118203639984, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033717118203639984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16645260155200958, + 0.08938939869403839, + 0.06648657470941544, + 0.21409103274345398, + 0.06959951668977737, + 0.1425962895154953, + 0.02216687612235546, + 0.013868598267436028, + 0.18103346228599548, + 0.03431560471653938 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.033717118203639984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789670817553997 + ], + "opposite_logprob_tokens": [ + -4.63478946685791 + ], + "logprob_reward": -0.009789670817553997, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789670817553997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14842790365219116, + 0.049573708325624466, + 0.09002016484737396, + 0.37013304233551025, + 0.07902020961046219, + 0.13705383241176605, + 0.018914591521024704, + 0.021103089675307274, + 0.0268801748752594, + 0.058873146772384644 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.009789670817553997 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015680968761444 + ], + "opposite_logprob_tokens": [ + -1.7015681266784668 + ], + "logprob_reward": -0.2015680968761444, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015680968761444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09923344105482101, + 0.050611723214387894, + 0.07426425814628601, + 0.14294791221618652, + 0.03882312774658203, + 0.05450519919395447, + 0.05130834877490997, + 0.032406847923994064, + 0.15295688807964325, + 0.30294230580329895 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.2015680968761444 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486475646495819 + ], + "opposite_logprob_tokens": [ + -1.2236475944519043 + ], + "logprob_reward": -0.3486475646495819, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486475646495819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20385222136974335, + 0.07569233328104019, + 0.072511225938797, + 0.21881112456321716, + 0.18569418787956238, + 0.05140061303973198, + 0.015826348215341568, + 0.016348909586668015, + 0.0989372730255127, + 0.06092575192451477 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.3486475646495819 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward-tilting wide shot, rendered in the hyper-detailed style of Pixar animation, immerses the viewer in the tranquility of a bamboo forest at dawn. Starting low, the camera focuses on the underside of the sturdy, distinctively swollen, belly-shaped stems of the Wamin bamboo, their surfaces a polished, vibrant emerald green, with perfectly carved knots. Countless drops of glistening morning dew cling tenaciously to the bamboo's smooth bark and delicate, pointed leaves, each a perfect, crystal-clear sphere. Soft, warm morning light filters through the lush canopy above, capturing each droplet and making it shimmer like a tiny gem. Miniature rainbows refract through the water, amplifying the textures of the bamboo below. As the camera gently tilts upward, revealing the bamboo's full, whimsical features, the background dissolves into a soft-focus tapestry of more stems and a gentle morning mist, creating a profound sense of depth and a tranquil, magical atmosphere.", + "seed": 17534, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_8/index_4379_seed_17534_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0900293119251728, + "vlm_logprob": -0.0900293119251728, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.0900293119251728, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10298635065555573 + ], + "opposite_logprob_tokens": [ + -2.3529863357543945 + ], + "logprob_reward": -0.10298635065555573, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10298635065555573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11563896387815475, + 0.0596662312746048, + 0.07174139469861984, + 0.14840486645698547, + 0.1046515628695488, + 0.07406169176101685, + 0.15122483670711517, + 0.02505619265139103, + 0.20016774535179138, + 0.049386508762836456 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.10298635065555573 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054976750165224075 + ], + "opposite_logprob_tokens": [ + -2.92997670173645 + ], + "logprob_reward": -0.054976750165224075, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054976750165224075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10285019129514694, + 0.07815578579902649, + 0.09852353483438492, + 0.197997584939003, + 0.0860670953989029, + 0.06805892288684845, + 0.09479225426912308, + 0.026888417080044746, + 0.18671439588069916, + 0.05995186045765877 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.054976750165224075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020594686269760132 + ], + "opposite_logprob_tokens": [ + -3.895594596862793 + ], + "logprob_reward": -0.020594686269760132, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020594686269760132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1265271157026291, + 0.04228721559047699, + 0.15053126215934753, + 0.1540636271238327, + 0.18703582882881165, + 0.06374146044254303, + 0.0746193677186966, + 0.014158311299979687, + 0.14797425270080566, + 0.03906155377626419 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.020594686269760132 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001970708370209 + ], + "opposite_logprob_tokens": [ + -2.6950197219848633 + ], + "logprob_reward": -0.07001970708370209, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001970708370209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07037124037742615, + 0.09656110405921936, + 0.12576128542423248, + 0.07993780076503754, + 0.05903139337897301, + 0.07251366972923279, + 0.0505344495177269, + 0.08589626848697662, + 0.17454656958580017, + 0.1848461627960205 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.07001970708370209 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.201569065451622 + ], + "opposite_logprob_tokens": [ + -1.7015690803527832 + ], + "logprob_reward": -0.201569065451622, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.201569065451622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048760902136564255, + 0.02435007318854332, + 0.07711823284626007, + 0.15226182341575623, + 0.17060543596744537, + 0.10190270841121674, + 0.10661137104034424, + 0.030214494094252586, + 0.23428794741630554, + 0.05388699099421501 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.201569065451622 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward-tilting wide shot, rendered in the hyper-detailed style of Pixar animation, immerses the viewer in the tranquility of a bamboo forest at dawn. Starting low, the camera focuses on the underside of the sturdy, distinctively swollen, belly-shaped stems of the Wamin bamboo, their surfaces a polished, vibrant emerald green, with perfectly carved knots. Countless drops of glistening morning dew cling tenaciously to the bamboo's smooth bark and delicate, pointed leaves, each a perfect, crystal-clear sphere. Soft, warm morning light filters through the lush canopy above, capturing each droplet and making it shimmer like a tiny gem. Miniature rainbows refract through the water, amplifying the textures of the bamboo below. As the camera gently tilts upward, revealing the bamboo's full, whimsical features, the background dissolves into a soft-focus tapestry of more stems and a gentle morning mist, creating a profound sense of depth and a tranquil, magical atmosphere.", + "seed": 17535, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_8/index_4379_seed_17535_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2870942810550332, + "vlm_logprob": -0.2870942810550332, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.2870942810550332, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0551105737686157 + ], + "opposite_logprob_tokens": [ + -0.4301106035709381 + ], + "logprob_reward": -1.0551105737686157, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0551105737686157, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.128614604473114, + 0.0991743803024292, + 0.03487367182970047, + 0.15191227197647095, + 0.030125180259346962, + 0.05385970324277878, + 0.16870824992656708, + 0.03212478384375572, + 0.019242484122514725, + 0.2813647389411926 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -1.0551105737686157 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029837315902113914 + ], + "opposite_logprob_tokens": [ + -3.5298373699188232 + ], + "logprob_reward": -0.029837315902113914, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029837315902113914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08351249247789383, + 0.07824768871068954, + 0.1015886589884758, + 0.18929128348827362, + 0.03179638832807541, + 0.04028862714767456, + 0.27709701657295227, + 0.013668850995600224, + 0.03304709121584892, + 0.15146182477474213 + ], + "top_frames": [ + 6, + 3, + 9 + ], + "selected_reward": -0.029837315902113914 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208110980689526 + ], + "opposite_logprob_tokens": [ + -4.2642083168029785 + ], + "logprob_reward": -0.014208110980689526, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208110980689526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0890427827835083, + 0.102630116045475, + 0.12281744927167892, + 0.16594742238521576, + 0.03522158041596413, + 0.05853281170129776, + 0.26596933603286743, + 0.04305639863014221, + 0.0387338288128376, + 0.07804828137159348 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.014208110980689526 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054971110075712204 + ], + "opposite_logprob_tokens": [ + -2.929971218109131 + ], + "logprob_reward": -0.054971110075712204, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054971110075712204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1035877913236618, + 0.04096259921789169, + 0.03266672044992447, + 0.2822610139846802, + 0.03672856464982033, + 0.03626120835542679, + 0.11127205193042755, + 0.06418125331401825, + 0.1483013778924942, + 0.14377734065055847 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.054971110075712204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hyper-detailed Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sturdy, swollen, and belly-shaped?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo stems a polished, vibrant emerald green color with perfectly carved knots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start low and tilt upward to reveal the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there glistening morning dew drops on the bamboo that refract light into miniature rainbows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28134429454803467 + ], + "opposite_logprob_tokens": [ + -1.4063442945480347 + ], + "logprob_reward": -0.28134429454803467, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28134429454803467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08676177263259888, + 0.04869120940566063, + 0.07121105492115021, + 0.1152178943157196, + 0.021833330392837524, + 0.05083547160029411, + 0.501962423324585, + 0.026407979428768158, + 0.03887038677930832, + 0.038208454847335815 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.28134429454803467 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_9/index_tensor([9104, 9104])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_9/index_tensor([9104, 9104])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ef55d6ea9353e82740b7b32cd26b97a7f48dc5a8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_9/index_tensor([9104, 9104])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slightly upward tracking shot, shot from the side, follows a rustic wooden carriage as it jolts unsteadily along a winding country dirt road. Two sturdy, dark brown draft horses pull abreast, their muscular features visible with every stride, their manes swaying gently to the rhythm. The carriage's massive wooden wheels, encased in iron hoops, roll over pebbles and clods of earth, causing the dark wood, its surface roughened by age, to sway slightly. On either side of the road lie endless green fields dotted with wildflowers, while a few isolated, old trees silhouette against the horizon. The entire scene is completely shrouded in the golden afterglow of the setting sun. The warm light penetrates the mist in the air and the light dust raised by the wheels, forming a dreamy soft-focus twilight effect. The main colors are warm gold and deep brown, injecting the picture with a tranquil, nostalgic and pastoral atmosphere.", + "seed": 1136, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_9/index_9104_seed_1136_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12042163033038378, + "vlm_logprob": -0.12042163033038378, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.12042163033038378, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.429446816444397 + ], + "opposite_logprob_tokens": [ + -1.054446816444397 + ], + "logprob_reward": -0.429446816444397, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.429446816444397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11096535623073578, + 0.0644727423787117, + 0.04726886749267578, + 0.0437500886619091, + 0.044560663402080536, + 0.29792770743370056, + 0.06491535156965256, + 0.10933934897184372, + 0.15171869099140167, + 0.06508124619722366 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.429446816444397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282867312431335 + ], + "opposite_logprob_tokens": [ + -2.0178287029266357 + ], + "logprob_reward": -0.14282867312431335, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282867312431335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09390310943126678, + 0.07055852562189102, + 0.08723783493041992, + 0.07722058147192001, + 0.06402069330215454, + 0.25635528564453125, + 0.1250988394021988, + 0.050062891095876694, + 0.10416700690984726, + 0.07137519866228104 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.14282867312431335 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649858646094799 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649858646094799, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649858646094799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17673364281654358, + 0.18962593376636505, + 0.048818640410900116, + 0.09210307896137238, + 0.0494561642408371, + 0.14967285096645355, + 0.05026800185441971, + 0.10342482477426529, + 0.07962507754564285, + 0.060271844267845154 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.008649858646094799 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546772137284279 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546772137284279, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546772137284279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.203950434923172, + 0.07235129922628403, + 0.07394582033157349, + 0.0724266767501831, + 0.09440456330776215, + 0.18497847020626068, + 0.03931151703000069, + 0.03539661690592766, + 0.1256374716758728, + 0.09759708493947983 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.012546772137284279 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636031299829483 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.008636031299829483, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636031299829483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1275695115327835, + 0.15548619627952576, + 0.03140660747885704, + 0.027019230648875237, + 0.08728498965501785, + 0.21410395205020905, + 0.05277230590581894, + 0.08202660828828812, + 0.13099239766597748, + 0.09133817255496979 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.008636031299829483 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly upward tracking shot, shot from the side, follows a rustic wooden carriage as it jolts unsteadily along a winding country dirt road. Two sturdy, dark brown draft horses pull abreast, their muscular features visible with every stride, their manes swaying gently to the rhythm. The carriage's massive wooden wheels, encased in iron hoops, roll over pebbles and clods of earth, causing the dark wood, its surface roughened by age, to sway slightly. On either side of the road lie endless green fields dotted with wildflowers, while a few isolated, old trees silhouette against the horizon. The entire scene is completely shrouded in the golden afterglow of the setting sun. The warm light penetrates the mist in the air and the light dust raised by the wheels, forming a dreamy soft-focus twilight effect. The main colors are warm gold and deep brown, injecting the picture with a tranquil, nostalgic and pastoral atmosphere.", + "seed": 1137, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_9/index_9104_seed_1137_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02898602900095284, + "vlm_logprob": -0.02898602900095284, + "vlm_yes_no_margin": 4.824999976158142, + "vlm_token_credit": -0.02898602900095284, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004942580126225948 + ], + "opposite_logprob_tokens": [ + -5.379942417144775 + ], + "logprob_reward": -0.004942580126225948, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004942580126225948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38963866233825684, + 0.10404007881879807, + 0.064780592918396, + 0.05598393827676773, + 0.035114679485559464, + 0.037573400884866714, + 0.03464304655790329, + 0.03311614319682121, + 0.03549909591674805, + 0.20961041748523712 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.004942580126225948 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270521581172943 + ], + "opposite_logprob_tokens": [ + -2.127052068710327 + ], + "logprob_reward": -0.1270521581172943, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270521581172943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35801494121551514, + 0.07183395326137543, + 0.16491317749023438, + 0.10746061056852341, + 0.031677283346652985, + 0.05627162754535675, + 0.05201826989650726, + 0.038776855915784836, + 0.06030374765396118, + 0.05872954800724983 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.1270521581172943 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024927754420787096 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.0024927754420787096, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024927754420787096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39900803565979004, + 0.04733680933713913, + 0.08364616334438324, + 0.07278221845626831, + 0.03649366274476051, + 0.05389176681637764, + 0.04469238221645355, + 0.03108571097254753, + 0.03120785392820835, + 0.1998554915189743 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0024927754420787096 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002816402819007635 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.002816402819007635, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002816402819007635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2991446256637573, + 0.15842629969120026, + 0.20186550915241241, + 0.05462958663702011, + 0.04127555713057518, + 0.05446871370077133, + 0.036300741136074066, + 0.041314005851745605, + 0.017577894032001495, + 0.0949971154332161 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.002816402819007635 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626228500157595 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.007626228500157595, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626228500157595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20806604623794556, + 0.09862612932920456, + 0.07576323300600052, + 0.10373247414827347, + 0.04709120839834213, + 0.06458844989538193, + 0.06545605510473251, + 0.09060130268335342, + 0.05066640302538872, + 0.1954086720943451 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.007626228500157595 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly upward tracking shot, shot from the side, follows a rustic wooden carriage as it jolts unsteadily along a winding country dirt road. Two sturdy, dark brown draft horses pull abreast, their muscular features visible with every stride, their manes swaying gently to the rhythm. The carriage's massive wooden wheels, encased in iron hoops, roll over pebbles and clods of earth, causing the dark wood, its surface roughened by age, to sway slightly. On either side of the road lie endless green fields dotted with wildflowers, while a few isolated, old trees silhouette against the horizon. The entire scene is completely shrouded in the golden afterglow of the setting sun. The warm light penetrates the mist in the air and the light dust raised by the wheels, forming a dreamy soft-focus twilight effect. The main colors are warm gold and deep brown, injecting the picture with a tranquil, nostalgic and pastoral atmosphere.", + "seed": 1138, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_9/index_9104_seed_1138_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08081795079633594, + "vlm_logprob": -0.08081795079633594, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.08081795079633594, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016582870855927467 + ], + "opposite_logprob_tokens": [ + -4.14158296585083 + ], + "logprob_reward": -0.016582870855927467, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016582870855927467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34417569637298584, + 0.04569345712661743, + 0.039223186671733856, + 0.0689425840973854, + 0.06389512121677399, + 0.05113589018583298, + 0.05526815354824066, + 0.04132856801152229, + 0.19665813446044922, + 0.09367916733026505 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.016582870855927467 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31343644857406616 + ], + "opposite_logprob_tokens": [ + -1.313436508178711 + ], + "logprob_reward": -0.31343644857406616, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31343644857406616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3154476583003998, + 0.044942110776901245, + 0.02715367078781128, + 0.038342345505952835, + 0.09408346563577652, + 0.02094257064163685, + 0.06118746101856232, + 0.031286101788282394, + 0.23916321992874146, + 0.1274513304233551 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.31343644857406616 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260079633444548 + ], + "opposite_logprob_tokens": [ + -5.255259990692139 + ], + "logprob_reward": -0.005260079633444548, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260079633444548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28858572244644165, + 0.05947577953338623, + 0.025684401392936707, + 0.06163205951452255, + 0.15937066078186035, + 0.06502114981412888, + 0.04011858254671097, + 0.050934139639139175, + 0.14656156301498413, + 0.10261592268943787 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.005260079633444548 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207416579127312 + ], + "opposite_logprob_tokens": [ + -2.8120741844177246 + ], + "logprob_reward": -0.06207416579127312, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207416579127312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5355342626571655, + 0.05194038525223732, + 0.026419732719659805, + 0.03414957970380783, + 0.14496798813343048, + 0.007477554492652416, + 0.024925513193011284, + 0.01847718469798565, + 0.12066766619682312, + 0.0354401059448719 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.06207416579127312 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736189126968384 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.006736189126968384, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736189126968384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17451325058937073, + 0.05259533226490021, + 0.08686300367116928, + 0.03616328537464142, + 0.28392717242240906, + 0.06485855579376221, + 0.025767194107174873, + 0.03238620236515999, + 0.18776781857013702, + 0.055158160626888275 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.006736189126968384 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly upward tracking shot, shot from the side, follows a rustic wooden carriage as it jolts unsteadily along a winding country dirt road. Two sturdy, dark brown draft horses pull abreast, their muscular features visible with every stride, their manes swaying gently to the rhythm. The carriage's massive wooden wheels, encased in iron hoops, roll over pebbles and clods of earth, causing the dark wood, its surface roughened by age, to sway slightly. On either side of the road lie endless green fields dotted with wildflowers, while a few isolated, old trees silhouette against the horizon. The entire scene is completely shrouded in the golden afterglow of the setting sun. The warm light penetrates the mist in the air and the light dust raised by the wheels, forming a dreamy soft-focus twilight effect. The main colors are warm gold and deep brown, injecting the picture with a tranquil, nostalgic and pastoral atmosphere.", + "seed": 1139, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000269/group_9/index_9104_seed_1139_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.021785418037325144, + "vlm_logprob": -0.021785418037325144, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.021785418037325144, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018542638048529625 + ], + "opposite_logprob_tokens": [ + -4.018542766571045 + ], + "logprob_reward": -0.018542638048529625, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018542638048529625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12124013155698776, + 0.06473138928413391, + 0.10124973952770233, + 0.12066566199064255, + 0.04055352136492729, + 0.11046556383371353, + 0.139205664396286, + 0.1289023905992508, + 0.08770868927240372, + 0.08527731895446777 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.018542638048529625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205175817012787 + ], + "opposite_logprob_tokens": [ + -2.812051773071289 + ], + "logprob_reward": -0.06205175817012787, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205175817012787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3191818296909332, + 0.08307540416717529, + 0.13491614162921906, + 0.05431175231933594, + 0.06260152161121368, + 0.03625034540891647, + 0.11343865096569061, + 0.03637964278459549, + 0.0676635205745697, + 0.09218114614486694 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.06205175817012787 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249396450817585 + ], + "opposite_logprob_tokens": [ + -6.002493858337402 + ], + "logprob_reward": -0.00249396450817585, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249396450817585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20585118234157562, + 0.06297210603952408, + 0.1056121215224266, + 0.0984993427991867, + 0.0673820823431015, + 0.051103364676237106, + 0.11278065294027328, + 0.08199214190244675, + 0.09251963347196579, + 0.12128740549087524 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.00249396450817585 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058872953057289 + ], + "opposite_logprob_tokens": [ + -3.8955886363983154 + ], + "logprob_reward": -0.02058872953057289, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058872953057289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29745152592658997, + 0.11237187683582306, + 0.19740135967731476, + 0.10596820712089539, + 0.04176967591047287, + 0.03461669385433197, + 0.05414596572518349, + 0.04937247559428215, + 0.08376346528530121, + 0.023138752207159996 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02058872953057289 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a rustic wooden carriage being pulled by two dark brown draft horses visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving unsteadily along a winding country dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses pulling abreast with visible muscular features and swaying manes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in green fields with wildflowers and old trees under a golden afterglow of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slightly upward tracking shot from the side with a dreamy soft-focus twilight effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249999929219484 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249999929219484, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249999929219484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12226331233978271, + 0.1870298981666565, + 0.08476034551858902, + 0.03970600292086601, + 0.06186788156628609, + 0.047165777534246445, + 0.09920448809862137, + 0.16022560000419617, + 0.1033220887184143, + 0.09445465356111526 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.005249999929219484 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_0/index_tensor([3313, 3313])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_0/index_tensor([3313, 3313])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9c6693f43c382c6bd2fcea8e997efaca885bcea9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_0/index_tensor([3313, 3313])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "striking low-angle tracking shot follows closely from the side and rear of a crimson modern 4x4 vehicle as it speeds across a boundless golden desert. The scorching midday sun hangs high in a cloudless azure sky, illuminating the rolling dunes with a golden hue. A thin layer of sand coats the vehicle's metallic paint, and its wide off-road tires spin rapidly across the soft sand. As the dunes rise and fall, the suspension system compresses and rebounds violently, whipping up a massive, dense wall of fine sand behind the vehicle. This dust trail nearly obscures the sky behind, and sunlight pierces the dense dust, creating distinct golden streaks and a striking Tyndall effect. The entire scene is imbued with a sense of speed and power, rendered in warm tones, conveying a sense of the untamed wildness of conquering nature and the thrill of adventure.", + "seed": 16288, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_0/index_3313_seed_16288_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.045570773119106886, + "vlm_logprob": -0.045570773119106886, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.045570773119106886, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07212252169847488 + ], + "opposite_logprob_tokens": [ + -2.697122573852539 + ], + "logprob_reward": -0.07212252169847488, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07212252169847488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2888624966144562, + 0.12118195742368698, + 0.051057808101177216, + 0.07197930663824081, + 0.1914384812116623, + 0.07541555166244507, + 0.07950153946876526, + 0.025112543255090714, + 0.06479732692241669, + 0.030653007328510284 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.07212252169847488 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371919319033623 + ], + "opposite_logprob_tokens": [ + -3.408719301223755 + ], + "logprob_reward": -0.03371919319033623, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371919319033623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1444791853427887, + 0.13137000799179077, + 0.04721805825829506, + 0.23268301784992218, + 0.1589561402797699, + 0.0874880999326706, + 0.07786906510591507, + 0.046785347163677216, + 0.03907075151801109, + 0.03408036008477211 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.03371919319033623 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031928059179335833 + ], + "opposite_logprob_tokens": [ + -5.753192901611328 + ], + "logprob_reward": -0.0031928059179335833, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031928059179335833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11257121711969376, + 0.07962876558303833, + 0.0334879495203495, + 0.08252402395009995, + 0.057441845536231995, + 0.11252296715974808, + 0.0810454934835434, + 0.20399321615695953, + 0.1905972808599472, + 0.046187207102775574 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.0031928059179335833 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798205941915512 + ], + "opposite_logprob_tokens": [ + -3.5297982692718506 + ], + "logprob_reward": -0.029798205941915512, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798205941915512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05584368482232094, + 0.11517614126205444, + 0.03292575106024742, + 0.10801029950380325, + 0.25587254762649536, + 0.24122948944568634, + 0.09223152697086334, + 0.023304030299186707, + 0.02941524051129818, + 0.04599130153656006 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.029798205941915512 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902113884687424 + ], + "opposite_logprob_tokens": [ + -2.4640212059020996 + ], + "logprob_reward": -0.08902113884687424, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902113884687424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2514860928058624, + 0.09100465476512909, + 0.03670843318104744, + 0.13169166445732117, + 0.09353258460760117, + 0.036314986646175385, + 0.05888761952519417, + 0.03866388648748398, + 0.22795139253139496, + 0.03375870734453201 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.08902113884687424 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking low-angle tracking shot follows closely from the side and rear of a crimson modern 4x4 vehicle as it speeds across a boundless golden desert. The scorching midday sun hangs high in a cloudless azure sky, illuminating the rolling dunes with a golden hue. A thin layer of sand coats the vehicle's metallic paint, and its wide off-road tires spin rapidly across the soft sand. As the dunes rise and fall, the suspension system compresses and rebounds violently, whipping up a massive, dense wall of fine sand behind the vehicle. This dust trail nearly obscures the sky behind, and sunlight pierces the dense dust, creating distinct golden streaks and a striking Tyndall effect. The entire scene is imbued with a sense of speed and power, rendered in warm tones, conveying a sense of the untamed wildness of conquering nature and the thrill of adventure.", + "seed": 16289, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_0/index_3313_seed_16289_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029474084824323656, + "vlm_logprob": -0.029474084824323656, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.029474084824323656, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0904635637998581 + ], + "opposite_logprob_tokens": [ + -2.465463638305664 + ], + "logprob_reward": -0.0904635637998581, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0904635637998581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34762242436408997, + 0.06958018988370895, + 0.054415758699178696, + 0.05917713791131973, + 0.09621304273605347, + 0.04126676917076111, + 0.11211299151182175, + 0.0500834621489048, + 0.10406281799077988, + 0.06546540558338165 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.0904635637998581 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371734917163849 + ], + "opposite_logprob_tokens": [ + -3.408717393875122 + ], + "logprob_reward": -0.03371734917163849, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371734917163849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06904692947864532, + 0.1045292541384697, + 0.05115946754813194, + 0.07765848189592361, + 0.1143413633108139, + 0.10077022761106491, + 0.06407850980758667, + 0.060720331966876984, + 0.25858697295188904, + 0.09910847246646881 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.03371734917163849 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011805477552115917 + ], + "opposite_logprob_tokens": [ + -6.751180648803711 + ], + "logprob_reward": -0.0011805477552115917, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011805477552115917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04790477454662323, + 0.028095098212361336, + 0.04202699288725853, + 0.021510355174541473, + 0.040940895676612854, + 0.03263905271887779, + 0.3868297040462494, + 0.0383867584168911, + 0.23876824975013733, + 0.12289813160896301 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.0011805477552115917 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947985220700502 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005947985220700502, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947985220700502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025873634964227676, + 0.056443724781274796, + 0.10533107817173004, + 0.03450322523713112, + 0.030365727841854095, + 0.14111509919166565, + 0.023320702835917473, + 0.10651344805955887, + 0.44229355454444885, + 0.034239768981933594 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.005947985220700502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016060978174209595 + ], + "opposite_logprob_tokens": [ + -4.141060829162598 + ], + "logprob_reward": -0.016060978174209595, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016060978174209595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02596437931060791, + 0.030979759991168976, + 0.034660886973142624, + 0.024910500273108482, + 0.024786440655589104, + 0.027624737471342087, + 0.039564307779073715, + 0.1633014976978302, + 0.5816287994384766, + 0.04657871648669243 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.016060978174209595 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking low-angle tracking shot follows closely from the side and rear of a crimson modern 4x4 vehicle as it speeds across a boundless golden desert. The scorching midday sun hangs high in a cloudless azure sky, illuminating the rolling dunes with a golden hue. A thin layer of sand coats the vehicle's metallic paint, and its wide off-road tires spin rapidly across the soft sand. As the dunes rise and fall, the suspension system compresses and rebounds violently, whipping up a massive, dense wall of fine sand behind the vehicle. This dust trail nearly obscures the sky behind, and sunlight pierces the dense dust, creating distinct golden streaks and a striking Tyndall effect. The entire scene is imbued with a sense of speed and power, rendered in warm tones, conveying a sense of the untamed wildness of conquering nature and the thrill of adventure.", + "seed": 16290, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_0/index_3313_seed_16290_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0243132702074945, + "vlm_logprob": -0.0243132702074945, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.0243132702074945, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08060400933027267 + ], + "opposite_logprob_tokens": [ + -2.580604076385498 + ], + "logprob_reward": -0.08060400933027267, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08060400933027267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06233057379722595, + 0.019971037283539772, + 0.01776573434472084, + 0.01886930875480175, + 0.05106596648693085, + 0.05900546908378601, + 0.09477588534355164, + 0.1366085708141327, + 0.5345485210418701, + 0.005058947950601578 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.08060400933027267 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556660920381546 + ], + "opposite_logprob_tokens": [ + -4.387556552886963 + ], + "logprob_reward": -0.012556660920381546, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556660920381546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03915427625179291, + 0.02761557698249817, + 0.02195681445300579, + 0.025187797844409943, + 0.05239933729171753, + 0.05883695185184479, + 0.10602965205907822, + 0.1359427124261856, + 0.5170400142669678, + 0.01583685912191868 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.012556660920381546 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031936378218233585 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.0031936378218233585, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031936378218233585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03376542404294014, + 0.04022517800331116, + 0.011472952552139759, + 0.026791023090481758, + 0.05037745460867882, + 0.0620805099606514, + 0.08775986731052399, + 0.11914815753698349, + 0.5505833625793457, + 0.017796078696846962 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.0031936378218233585 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637676291167736 + ], + "opposite_logprob_tokens": [ + -5.379637718200684 + ], + "logprob_reward": -0.004637676291167736, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637676291167736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014600681141018867, + 0.015193130820989609, + 0.016210012137889862, + 0.010408365167677402, + 0.07348011434078217, + 0.05720300227403641, + 0.09949931502342224, + 0.12091783434152603, + 0.575767993927002, + 0.016719510778784752 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.004637676291167736 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057436667382717 + ], + "opposite_logprob_tokens": [ + -3.8955743312835693 + ], + "logprob_reward": -0.02057436667382717, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057436667382717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021965408697724342, + 0.02331925742328167, + 0.013711555860936642, + 0.01612762361764908, + 0.04955315217375755, + 0.05117502436041832, + 0.1246829405426979, + 0.1823561042547226, + 0.505576491355896, + 0.01153244823217392 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.02057436667382717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking low-angle tracking shot follows closely from the side and rear of a crimson modern 4x4 vehicle as it speeds across a boundless golden desert. The scorching midday sun hangs high in a cloudless azure sky, illuminating the rolling dunes with a golden hue. A thin layer of sand coats the vehicle's metallic paint, and its wide off-road tires spin rapidly across the soft sand. As the dunes rise and fall, the suspension system compresses and rebounds violently, whipping up a massive, dense wall of fine sand behind the vehicle. This dust trail nearly obscures the sky behind, and sunlight pierces the dense dust, creating distinct golden streaks and a striking Tyndall effect. The entire scene is imbued with a sense of speed and power, rendered in warm tones, conveying a sense of the untamed wildness of conquering nature and the thrill of adventure.", + "seed": 16291, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_0/index_3313_seed_16291_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06863704565912485, + "vlm_logprob": -0.06863704565912485, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.06863704565912485, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25372469425201416 + ], + "opposite_logprob_tokens": [ + -1.5037246942520142 + ], + "logprob_reward": -0.25372469425201416, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25372469425201416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36201906204223633, + 0.08554745465517044, + 0.061346352100372314, + 0.052836474031209946, + 0.09804995357990265, + 0.07807333767414093, + 0.018057575449347496, + 0.1091066375374794, + 0.04930657148361206, + 0.08565663546323776 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.25372469425201416 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023306824266910553 + ], + "opposite_logprob_tokens": [ + -3.7733068466186523 + ], + "logprob_reward": -0.023306824266910553, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023306824266910553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12560522556304932, + 0.03660167381167412, + 0.025121144950389862, + 0.02480536326766014, + 0.16450247168540955, + 0.0596986748278141, + 0.0655490979552269, + 0.3785434067249298, + 0.059132445603609085, + 0.06044045835733414 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.023306824266910553 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254269111901522 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254269111901522, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254269111901522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038934312760829926, + 0.03889245539903641, + 0.03863557428121567, + 0.033184248954057693, + 0.5024503469467163, + 0.08210549503564835, + 0.05274736136198044, + 0.13045409321784973, + 0.047798141837120056, + 0.03479795902967453 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.005254269111901522 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059498813934624195 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.0059498813934624195, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059498813934624195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16134212911128998, + 0.02770283631980419, + 0.02680453285574913, + 0.043877579271793365, + 0.10916826128959656, + 0.15179061889648438, + 0.06224079430103302, + 0.16267620027065277, + 0.19578124582767487, + 0.05861581861972809 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.0059498813934624195 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson modern 4x4 vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle, following closely from the side and rear of the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a boundless golden desert with rolling dunes under a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the vehicle's suspension compress and rebound violently while wide off-road tires spin rapidly, creating a massive wall of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible Tyndall effect with distinct golden sunlight streaks piercing through the dense dust trail behind the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549495592713356 + ], + "opposite_logprob_tokens": [ + -2.9299495220184326 + ], + "logprob_reward": -0.0549495592713356, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549495592713356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033035170286893845, + 0.01676795445382595, + 0.008832735009491444, + 0.011600706726312637, + 0.17675577104091644, + 0.03382479399442673, + 0.025982536375522614, + 0.6634439826011658, + 0.00932250451296568, + 0.020433813333511353 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.0549495592713356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_1/index_tensor([7844, 7844])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_1/index_tensor([7844, 7844])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..55794268299111fb91f8a4c663375af5d368c3b5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_1/index_tensor([7844, 7844])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "direct, eye-level camera initiates a relentless, accelerating forward motion, plunging the viewer directly into the heart of a vast, swirling vortex. This maelstrom is a chaotic amalgam of vibrant, abstract shapes and pervasive digital artifacts, evoking a video game world on the brink of collapse. Geometric forms like sharp-edged polygons and glowing cubes collide and merge with organic, ribbon-like tendrils of pure light, all rendered in a highly saturated palette of electric cyan, neon fuchsia, and fiery red. The entire phenomenon is defined by digital corruption: elements are constantly pixelated, data streams become fragmented blocks, and are punctuated by severe chromatic aberrations and flickering horizontal scan lines. These shapes and artifacts violently and relentlessly spiral inward toward a dark central singularity, stretching and twisting at a mesmerizing pace. The sole source of light is the emitted light of the elements themselves, casting a strobing, dynamic glow across the void of absolute blackness, creating a hypnotic yet disorienting atmosphere of beautiful, high-energy digital chaos.", + "seed": 30804, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_1/index_7844_seed_30804_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3314561545383185, + "vlm_logprob": -0.3314561545383185, + "vlm_yes_no_margin": 3.024999976158142, + "vlm_token_credit": -0.3314561545383185, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7698594927787781 + ], + "opposite_logprob_tokens": [ + -0.6448594927787781 + ], + "logprob_reward": -0.7698594927787781, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7698594927787781, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10131338983774185, + 0.13452324271202087, + 0.09257744997739792, + 0.1363970935344696, + 0.1183057501912117, + 0.0704868733882904, + 0.06721504032611847, + 0.04848885163664818, + 0.11552508920431137, + 0.11516723781824112 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.7698594927787781 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706957757472992 + ], + "opposite_logprob_tokens": [ + -2.1270694732666016 + ], + "logprob_reward": -0.12706957757472992, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12706957757472992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22036181390285492, + 0.08433140069246292, + 0.07197600603103638, + 0.06656956672668457, + 0.03732546418905258, + 0.05926380306482315, + 0.04361143335700035, + 0.11807583272457123, + 0.16890713572502136, + 0.12957753241062164 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.12706957757472992 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015120989410206676 + ], + "opposite_logprob_tokens": [ + -6.501512050628662 + ], + "logprob_reward": -0.0015120989410206676, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015120989410206676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18994778394699097, + 0.04548155143857002, + 0.14592942595481873, + 0.11242376267910004, + 0.05977289378643036, + 0.07522745430469513, + 0.09122234582901001, + 0.06313353776931763, + 0.11685109883546829, + 0.1000102236866951 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0015120989410206676 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.757800281047821 + ], + "opposite_logprob_tokens": [ + -0.632800281047821 + ], + "logprob_reward": -0.757800281047821, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.757800281047821, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11733967065811157, + 0.10970661044120789, + 0.05895340442657471, + 0.08420968800783157, + 0.1350637823343277, + 0.13021725416183472, + 0.06361239403486252, + 0.037660151720047, + 0.13759464025497437, + 0.12564237415790558 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.757800281047821 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001039322349242866 + ], + "opposite_logprob_tokens": [ + -6.876039505004883 + ], + "logprob_reward": -0.001039322349242866, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001039322349242866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14416827261447906, + 0.09533729404211044, + 0.08975206315517426, + 0.0727926567196846, + 0.18997442722320557, + 0.06666645407676697, + 0.04015573859214783, + 0.05777425318956375, + 0.08707829564809799, + 0.15630055963993073 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.001039322349242866 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "direct, eye-level camera initiates a relentless, accelerating forward motion, plunging the viewer directly into the heart of a vast, swirling vortex. This maelstrom is a chaotic amalgam of vibrant, abstract shapes and pervasive digital artifacts, evoking a video game world on the brink of collapse. Geometric forms like sharp-edged polygons and glowing cubes collide and merge with organic, ribbon-like tendrils of pure light, all rendered in a highly saturated palette of electric cyan, neon fuchsia, and fiery red. The entire phenomenon is defined by digital corruption: elements are constantly pixelated, data streams become fragmented blocks, and are punctuated by severe chromatic aberrations and flickering horizontal scan lines. These shapes and artifacts violently and relentlessly spiral inward toward a dark central singularity, stretching and twisting at a mesmerizing pace. The sole source of light is the emitted light of the elements themselves, casting a strobing, dynamic glow across the void of absolute blackness, creating a hypnotic yet disorienting atmosphere of beautiful, high-energy digital chaos.", + "seed": 30805, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_1/index_7844_seed_30805_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2204883375670761, + "vlm_logprob": -0.2204883375670761, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.2204883375670761, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.27186641097068787 + ], + "opposite_logprob_tokens": [ + -1.5218664407730103 + ], + "logprob_reward": -0.27186641097068787, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.27186641097068787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09679527580738068, + 0.17238090932369232, + 0.13167491555213928, + 0.14507274329662323, + 0.03733815252780914, + 0.0589347667992115, + 0.028912082314491272, + 0.02307623066008091, + 0.04179957136511803, + 0.2640153467655182 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.27186641097068787 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002948969602585 + ], + "opposite_logprob_tokens": [ + -2.6950294971466064 + ], + "logprob_reward": -0.07002948969602585, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002948969602585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07234088331460953, + 0.12274471670389175, + 0.08201724290847778, + 0.07976941019296646, + 0.0413486622273922, + 0.023506157100200653, + 0.06922589987516403, + 0.05208225175738335, + 0.09963610023260117, + 0.3573286533355713 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.07002948969602585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019384894985705614 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.0019384894985705614, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019384894985705614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06273903697729111, + 0.15476645529270172, + 0.05774075165390968, + 0.18974436819553375, + 0.023103833198547363, + 0.04921051114797592, + 0.06562287360429764, + 0.0457054004073143, + 0.10941997915506363, + 0.24194681644439697 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.0019384894985705614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.757797122001648 + ], + "opposite_logprob_tokens": [ + -0.632797122001648 + ], + "logprob_reward": -0.757797122001648, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.757797122001648, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05773049220442772, + 0.1414443552494049, + 0.06008880212903023, + 0.1781313717365265, + 0.04781060293316841, + 0.11128620058298111, + 0.08981291204690933, + 0.035668227821588516, + 0.04994819685816765, + 0.22807878255844116 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.757797122001648 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008101756684482098 + ], + "opposite_logprob_tokens": [ + -7.125810146331787 + ], + "logprob_reward": -0.0008101756684482098, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008101756684482098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1846870630979538, + 0.1770365983247757, + 0.08358399569988251, + 0.08159222453832626, + 0.06123939901590347, + 0.029377730563282967, + 0.08065679669380188, + 0.06918814778327942, + 0.17214195430278778, + 0.060496095567941666 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0008101756684482098 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "direct, eye-level camera initiates a relentless, accelerating forward motion, plunging the viewer directly into the heart of a vast, swirling vortex. This maelstrom is a chaotic amalgam of vibrant, abstract shapes and pervasive digital artifacts, evoking a video game world on the brink of collapse. Geometric forms like sharp-edged polygons and glowing cubes collide and merge with organic, ribbon-like tendrils of pure light, all rendered in a highly saturated palette of electric cyan, neon fuchsia, and fiery red. The entire phenomenon is defined by digital corruption: elements are constantly pixelated, data streams become fragmented blocks, and are punctuated by severe chromatic aberrations and flickering horizontal scan lines. These shapes and artifacts violently and relentlessly spiral inward toward a dark central singularity, stretching and twisting at a mesmerizing pace. The sole source of light is the emitted light of the elements themselves, casting a strobing, dynamic glow across the void of absolute blackness, creating a hypnotic yet disorienting atmosphere of beautiful, high-energy digital chaos.", + "seed": 30806, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_1/index_7844_seed_30806_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14260913368780165, + "vlm_logprob": -0.14260913368780165, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.14260913368780165, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6461495161056519 + ], + "opposite_logprob_tokens": [ + -0.7711495161056519 + ], + "logprob_reward": -0.6461495161056519, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6461495161056519, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23512034118175507, + 0.11608348041772842, + 0.11564062535762787, + 0.08479388803243637, + 0.09353038668632507, + 0.05120743066072464, + 0.07731831818819046, + 0.03509706258773804, + 0.048734232783317566, + 0.14247430860996246 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.6461495161056519 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005976899527013302 + ], + "opposite_logprob_tokens": [ + -5.130976676940918 + ], + "logprob_reward": -0.005976899527013302, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005976899527013302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08351757377386093, + 0.11951044201850891, + 0.16910012066364288, + 0.05992776155471802, + 0.09206981211900711, + 0.11217273771762848, + 0.1339663416147232, + 0.020173614844679832, + 0.1719464510679245, + 0.037615109235048294 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.005976899527013302 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335801207460463 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335801207460463, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335801207460463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07278969883918762, + 0.1033405289053917, + 0.0608365572988987, + 0.03334697708487511, + 0.09053916484117508, + 0.06560453027486801, + 0.41472333669662476, + 0.04243410751223564, + 0.02952554076910019, + 0.08685954660177231 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.001335801207460463 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054951589554548264 + ], + "opposite_logprob_tokens": [ + -2.9299516677856445 + ], + "logprob_reward": -0.054951589554548264, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054951589554548264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08063321560621262, + 0.10509897768497467, + 0.2795470058917999, + 0.09378186613321304, + 0.0604388527572155, + 0.08441975712776184, + 0.08104874193668365, + 0.023048819974064827, + 0.10455126315355301, + 0.08743152022361755 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.054951589554548264 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004631862044334412 + ], + "opposite_logprob_tokens": [ + -5.379631996154785 + ], + "logprob_reward": -0.004631862044334412, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004631862044334412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09458775073289871, + 0.15005911886692047, + 0.18542438745498657, + 0.05047730356454849, + 0.03967161476612091, + 0.05943519249558449, + 0.1724262833595276, + 0.029538186267018318, + 0.10222622752189636, + 0.11615397781133652 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.004631862044334412 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "direct, eye-level camera initiates a relentless, accelerating forward motion, plunging the viewer directly into the heart of a vast, swirling vortex. This maelstrom is a chaotic amalgam of vibrant, abstract shapes and pervasive digital artifacts, evoking a video game world on the brink of collapse. Geometric forms like sharp-edged polygons and glowing cubes collide and merge with organic, ribbon-like tendrils of pure light, all rendered in a highly saturated palette of electric cyan, neon fuchsia, and fiery red. The entire phenomenon is defined by digital corruption: elements are constantly pixelated, data streams become fragmented blocks, and are punctuated by severe chromatic aberrations and flickering horizontal scan lines. These shapes and artifacts violently and relentlessly spiral inward toward a dark central singularity, stretching and twisting at a mesmerizing pace. The sole source of light is the emitted light of the elements themselves, casting a strobing, dynamic glow across the void of absolute blackness, creating a hypnotic yet disorienting atmosphere of beautiful, high-energy digital chaos.", + "seed": 30807, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_1/index_7844_seed_30807_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1032762682531029, + "vlm_logprob": -0.1032762682531029, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.1032762682531029, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4509340524673462 + ], + "opposite_logprob_tokens": [ + -1.0759340524673462 + ], + "logprob_reward": -0.4509340524673462, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4509340524673462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14407125115394592, + 0.04381794109940529, + 0.31052616238594055, + 0.041767772287130356, + 0.04807049408555031, + 0.1081887036561966, + 0.039646659046411514, + 0.03293447569012642, + 0.08600818365812302, + 0.1449684053659439 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.4509340524673462 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00764752272516489 + ], + "opposite_logprob_tokens": [ + -4.882647514343262 + ], + "logprob_reward": -0.00764752272516489, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00764752272516489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16591458022594452, + 0.1486411690711975, + 0.17045149207115173, + 0.055852193385362625, + 0.1273936778306961, + 0.1435021013021469, + 0.03422147035598755, + 0.04523831978440285, + 0.05978354066610336, + 0.04900139570236206 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.00764752272516489 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015117417788133025 + ], + "opposite_logprob_tokens": [ + -6.501511573791504 + ], + "logprob_reward": -0.0015117417788133025, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015117417788133025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17790722846984863, + 0.08341751247644424, + 0.1091369017958641, + 0.15659505128860474, + 0.061260078102350235, + 0.2533041834831238, + 0.026074672117829323, + 0.049960631877183914, + 0.02943120151758194, + 0.052912525832653046 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.0015117417788133025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495519936084747 + ], + "opposite_logprob_tokens": [ + -2.929955244064331 + ], + "logprob_reward": -0.05495519936084747, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495519936084747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11949797719717026, + 0.08873748034238815, + 0.24374641478061676, + 0.0786878690123558, + 0.14798347651958466, + 0.07053779810667038, + 0.026242131367325783, + 0.032603465020656586, + 0.06964848935604095, + 0.1223149374127388 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.05495519936084747 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective eye-level and moving forward with accelerating speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the scene elements composed of vibrant abstract shapes including sharp-edged polygons, glowing cubes, and organic ribbon-like tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the color palette highly saturated with electric cyan, neon fuchsia, and fiery red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene exhibit digital corruption effects such as pixelation, fragmented data blocks, chromatic aberrations, and flickering horizontal scan lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the shapes and artifacts spiraling inward toward a dark central singularity while stretching and twisting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013328249333426356 + ], + "opposite_logprob_tokens": [ + -6.626332759857178 + ], + "logprob_reward": -0.0013328249333426356, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013328249333426356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2388172447681427, + 0.07245508581399918, + 0.13478654623031616, + 0.06598611921072006, + 0.11215616017580032, + 0.08078278601169586, + 0.04903274029493332, + 0.08796291053295135, + 0.07894360274076462, + 0.07907679677009583 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0013328249333426356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_10/index_tensor([3737, 3737])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_10/index_tensor([3737, 3737])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7dadd934908143045a4039c13583323fd6586ea2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_10/index_tensor([3737, 3737])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from an extremely low angle, the camera slowly tilts upward to capture the dynamics of a massive, tubular wave just moments before it collapses and breaks. The bulk of this massive body appears a translucent, deep blue-green, its surface intricately textured and undulating from the surging power within, with countless bubbles rising and bursting. At the crest, a mass of fine, white foam violently tumbles and splashes, creating a swirling mist. The setting sun, piercing the crest from behind, paints the water a brilliant orange and gold, gilding the swirling white foam with a warm glow, while the base of the wave remains a deep, shadowy blue, creating a striking contrast of warm and cold, light and dark. The vast body of water surges forward with unstoppable momentum, its crest curving downward in an elegant yet deadly arc, poised to crash violently into the wet beach in the foreground, smoothed by the previous wave and reflecting the shimmering sky. The entire picture is filled with the awe-inspiring power of nature and the tense and tranquil beauty just before the devastating impact.", + "seed": 31416, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_10/index_3737_seed_31416_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21924387933686376, + "vlm_logprob": -0.21924387933686376, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.21924387933686376, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2852306067943573 + ], + "opposite_logprob_tokens": [ + -1.4102306365966797 + ], + "logprob_reward": -0.2852306067943573, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2852306067943573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13889144361019135, + 0.10833582282066345, + 0.2243310660123825, + 0.09859783947467804, + 0.08509235829114914, + 0.03906881809234619, + 0.03726695477962494, + 0.07488856464624405, + 0.15493711829185486, + 0.03859002888202667 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.2852306067943573 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328091025352478 + ], + "opposite_logprob_tokens": [ + -0.7578091025352478 + ], + "logprob_reward": -0.6328091025352478, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328091025352478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11389816552400589, + 0.10830317437648773, + 0.5190706849098206, + 0.07735209167003632, + 0.044147055596113205, + 0.026333844289183617, + 0.01575380563735962, + 0.029726848006248474, + 0.024771932512521744, + 0.04064245522022247 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.6328091025352478 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012563606724143028 + ], + "opposite_logprob_tokens": [ + -4.387563705444336 + ], + "logprob_reward": -0.012563606724143028, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012563606724143028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06915903091430664, + 0.14478158950805664, + 0.30320268869400024, + 0.08207184821367264, + 0.15957511961460114, + 0.04772493988275528, + 0.02171235904097557, + 0.07884419709444046, + 0.04579179361462593, + 0.04713645577430725 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.012563606724143028 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257115233689547 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257115233689547, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257115233689547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08020325750112534, + 0.17265848815441132, + 0.2792472243309021, + 0.20907451212406158, + 0.0820765420794487, + 0.030830007046461105, + 0.021875698119401932, + 0.05434278026223183, + 0.019509023055434227, + 0.05018247663974762 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.005257115233689547 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603589653968811 + ], + "opposite_logprob_tokens": [ + -1.9103589057922363 + ], + "logprob_reward": -0.1603589653968811, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603589653968811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24648906290531158, + 0.04981446638703346, + 0.15223151445388794, + 0.05232963338494301, + 0.15769748389720917, + 0.018747031688690186, + 0.013844734989106655, + 0.2264871448278427, + 0.0366666242480278, + 0.04569229111075401 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.1603589653968811 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low angle, the camera slowly tilts upward to capture the dynamics of a massive, tubular wave just moments before it collapses and breaks. The bulk of this massive body appears a translucent, deep blue-green, its surface intricately textured and undulating from the surging power within, with countless bubbles rising and bursting. At the crest, a mass of fine, white foam violently tumbles and splashes, creating a swirling mist. The setting sun, piercing the crest from behind, paints the water a brilliant orange and gold, gilding the swirling white foam with a warm glow, while the base of the wave remains a deep, shadowy blue, creating a striking contrast of warm and cold, light and dark. The vast body of water surges forward with unstoppable momentum, its crest curving downward in an elegant yet deadly arc, poised to crash violently into the wet beach in the foreground, smoothed by the previous wave and reflecting the shimmering sky. The entire picture is filled with the awe-inspiring power of nature and the tense and tranquil beauty just before the devastating impact.", + "seed": 31417, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_10/index_3737_seed_31417_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1183606811799109, + "vlm_logprob": -0.1183606811799109, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.1183606811799109, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18521636724472046 + ], + "opposite_logprob_tokens": [ + -1.8102164268493652 + ], + "logprob_reward": -0.18521636724472046, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18521636724472046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2916213870048523, + 0.08709882944822311, + 0.04674955829977989, + 0.09422588348388672, + 0.1045476421713829, + 0.10278933495283127, + 0.026776639744639397, + 0.09713361412286758, + 0.07243388891220093, + 0.07662323862314224 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.18521636724472046 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28133413195610046 + ], + "opposite_logprob_tokens": [ + -1.4063341617584229 + ], + "logprob_reward": -0.28133413195610046, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28133413195610046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19052837789058685, + 0.042753640562295914, + 0.04461803287267685, + 0.07590318471193314, + 0.22132588922977448, + 0.0756923258304596, + 0.03836474567651749, + 0.1531030833721161, + 0.06809057295322418, + 0.08962016552686691 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.28133413195610046 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820954494178295 + ], + "opposite_logprob_tokens": [ + -4.018209457397461 + ], + "logprob_reward": -0.01820954494178295, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820954494178295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2849804759025574, + 0.11943405866622925, + 0.06673265248537064, + 0.056469470262527466, + 0.050655871629714966, + 0.056562863290309906, + 0.0818549320101738, + 0.09002673625946045, + 0.09279466420412064, + 0.10048829019069672 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.01820954494178295 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740807089954615 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740807089954615, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740807089954615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18983161449432373, + 0.11380455642938614, + 0.04787474870681763, + 0.0978158488869667, + 0.07958894968032837, + 0.04340895265340805, + 0.04455351456999779, + 0.23133713006973267, + 0.04750235378742218, + 0.10428231209516525 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.006740807089954615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.100302554666996 + ], + "opposite_logprob_tokens": [ + -2.3503024578094482 + ], + "logprob_reward": -0.100302554666996, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.100302554666996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3007884919643402, + 0.04094533994793892, + 0.0488433837890625, + 0.056620899587869644, + 0.13359130918979645, + 0.054596319794654846, + 0.11993999034166336, + 0.0509163998067379, + 0.08094394207000732, + 0.11281393468379974 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.100302554666996 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low angle, the camera slowly tilts upward to capture the dynamics of a massive, tubular wave just moments before it collapses and breaks. The bulk of this massive body appears a translucent, deep blue-green, its surface intricately textured and undulating from the surging power within, with countless bubbles rising and bursting. At the crest, a mass of fine, white foam violently tumbles and splashes, creating a swirling mist. The setting sun, piercing the crest from behind, paints the water a brilliant orange and gold, gilding the swirling white foam with a warm glow, while the base of the wave remains a deep, shadowy blue, creating a striking contrast of warm and cold, light and dark. The vast body of water surges forward with unstoppable momentum, its crest curving downward in an elegant yet deadly arc, poised to crash violently into the wet beach in the foreground, smoothed by the previous wave and reflecting the shimmering sky. The entire picture is filled with the awe-inspiring power of nature and the tense and tranquil beauty just before the devastating impact.", + "seed": 31418, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_10/index_3737_seed_31418_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.25383604392409326, + "vlm_logprob": -0.25383604392409326, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.25383604392409326, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07656518369913101 + ], + "opposite_logprob_tokens": [ + -2.7015652656555176 + ], + "logprob_reward": -0.07656518369913101, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07656518369913101, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01900932565331459, + 0.02943038009107113, + 0.02492196299135685, + 0.018630674108862877, + 0.06264231353998184, + 0.8012243509292603, + 0.005454331636428833, + 0.014584076590836048, + 0.01379136461764574, + 0.01031131949275732 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.07656518369913101 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261355757713318 + ], + "opposite_logprob_tokens": [ + -0.5761355757713318 + ], + "logprob_reward": -0.8261355757713318, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261355757713318, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05798709765076637, + 0.05676489695906639, + 0.0774322971701622, + 0.09890549629926682, + 0.16917558014392853, + 0.3780858814716339, + 0.050861846655607224, + 0.0412743017077446, + 0.03565812110900879, + 0.03385442495346069 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.8261355757713318 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011099499650299549 + ], + "opposite_logprob_tokens": [ + -4.511099338531494 + ], + "logprob_reward": -0.011099499650299549, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011099499650299549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11585060507059097, + 0.07939638197422028, + 0.15072491765022278, + 0.04159200191497803, + 0.047870855778455734, + 0.2760363817214966, + 0.038824718445539474, + 0.09488347172737122, + 0.07162518799304962, + 0.08319545537233353 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.011099499650299549 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741872988641262 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.006741872988641262, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741872988641262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049912478774785995, + 0.04611155018210411, + 0.19540540874004364, + 0.04353290796279907, + 0.08223632723093033, + 0.07418956607580185, + 0.028881365433335304, + 0.167416512966156, + 0.27396851778030396, + 0.03834540396928787 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.006741872988641262 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486380875110626 + ], + "opposite_logprob_tokens": [ + -1.2236380577087402 + ], + "logprob_reward": -0.3486380875110626, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486380875110626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07881288975477219, + 0.03078210912644863, + 0.1333952695131302, + 0.1203557625412941, + 0.12141117453575134, + 0.27474528551101685, + 0.024683821946382523, + 0.05874639376997948, + 0.11079056560993195, + 0.04627671837806702 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.3486380875110626 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low angle, the camera slowly tilts upward to capture the dynamics of a massive, tubular wave just moments before it collapses and breaks. The bulk of this massive body appears a translucent, deep blue-green, its surface intricately textured and undulating from the surging power within, with countless bubbles rising and bursting. At the crest, a mass of fine, white foam violently tumbles and splashes, creating a swirling mist. The setting sun, piercing the crest from behind, paints the water a brilliant orange and gold, gilding the swirling white foam with a warm glow, while the base of the wave remains a deep, shadowy blue, creating a striking contrast of warm and cold, light and dark. The vast body of water surges forward with unstoppable momentum, its crest curving downward in an elegant yet deadly arc, poised to crash violently into the wet beach in the foreground, smoothed by the previous wave and reflecting the shimmering sky. The entire picture is filled with the awe-inspiring power of nature and the tense and tranquil beauty just before the devastating impact.", + "seed": 31419, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_10/index_3737_seed_31419_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3978730418719351, + "vlm_logprob": -0.3978730418719351, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.3978730418719351, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8295050263404846 + ], + "opposite_logprob_tokens": [ + -0.5795050263404846 + ], + "logprob_reward": -0.8295050263404846, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8295050263404846, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13914640247821808, + 0.08048195391893387, + 0.15742991864681244, + 0.10038996487855911, + 0.2011735439300537, + 0.012176710180938244, + 0.013408367522060871, + 0.07956548780202866, + 0.02760344184935093, + 0.18862424790859222 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.8295050263404846 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742524027824402 + ], + "opposite_logprob_tokens": [ + -0.4742524027824402 + ], + "logprob_reward": -0.9742524027824402, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742524027824402, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17872320115566254, + 0.3286311626434326, + 0.052657600492239, + 0.12295067310333252, + 0.05540607497096062, + 0.027532266452908516, + 0.02152133360505104, + 0.11613162606954575, + 0.04772545024752617, + 0.0487205870449543 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.9742524027824402 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020607298240065575 + ], + "opposite_logprob_tokens": [ + -3.8956072330474854 + ], + "logprob_reward": -0.020607298240065575, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020607298240065575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32016459107398987, + 0.13050763309001923, + 0.11094415932893753, + 0.06373299658298492, + 0.06995536386966705, + 0.03817816823720932, + 0.020033197477459908, + 0.13413964211940765, + 0.010275302454829216, + 0.1020689383149147 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.020607298240065575 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641829524189234 + ], + "opposite_logprob_tokens": [ + -5.379642009735107 + ], + "logprob_reward": -0.004641829524189234, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641829524189234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14457112550735474, + 0.2806340456008911, + 0.04915885627269745, + 0.1290615350008011, + 0.10845725983381271, + 0.03315219283103943, + 0.016762470826506615, + 0.08628696948289871, + 0.02214810810983181, + 0.1297675222158432 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.004641829524189234 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave translucent, deep blue-green with intricate surface textures and rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a setting sun behind the wave, creating orange and gold highlights on the foam and deep shadows at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wet beach visible in the foreground reflecting the sky as the wave crests downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035865247249603 + ], + "opposite_logprob_tokens": [ + -1.9103586673736572 + ], + "logprob_reward": -0.16035865247249603, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035865247249603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1653098165988922, + 0.1396181285381317, + 0.20333029329776764, + 0.15409323573112488, + 0.06664316356182098, + 0.05953340232372284, + 0.020717831328511238, + 0.03523178771138191, + 0.054106615483760834, + 0.10141574591398239 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.16035865247249603 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_11/index_tensor([398, 398])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_11/index_tensor([398, 398])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7ca7e74331fea8cad9cfca8399838e55c6466e8a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_11/index_tensor([398, 398])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle tracking shot, skimming the ground, accompanies a massive four-engine turboprop patrol aircraft, roaring along a damp, gleaming runway beneath an overcast sky. The aircraft's massive fuselage, painted a weathered, non-reflective military gray, fills the entire frame, every rivet and panel line rendered in surreal detail, reflecting a cool, diffuse light. Its four powerful propellers spin into a translucent blur, their tips creating visible vapor trails in the humid air, kicking up a violent spiral of atomized spray from the mushy asphalt. The highlight of the entire high-speed sequence is the final moments of the takeoff roll; heavy, black, damp tires skim the asphalt with immense pressure, water spurting from them in a fine spray. Just before the massive machine achieves liftoff, its wheels steadily and deliberately retract, beginning a powerful and determined climb into the moody gray expanse, conveying an atmosphere of raw mechanical power and awe-inspiring scale.", + "seed": 8055, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_11/index_398_seed_8055_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.048337364569306374, + "vlm_logprob": -0.048337364569306374, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.048337364569306374, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03647061437368393 + ], + "opposite_logprob_tokens": [ + -3.536470651626587 + ], + "logprob_reward": -0.03647061437368393, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03647061437368393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14496047794818878, + 0.3163514733314514, + 0.2057221680879593, + 0.03712797909975052, + 0.05761636421084404, + 0.06300093978643417, + 0.02527071349322796, + 0.08436735719442368, + 0.03430889919400215, + 0.03127363324165344 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.03647061437368393 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029828058555722237 + ], + "opposite_logprob_tokens": [ + -3.5298280715942383 + ], + "logprob_reward": -0.029828058555722237, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029828058555722237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12882931530475616, + 0.3517552316188812, + 0.07363402098417282, + 0.047301918268203735, + 0.028105348348617554, + 0.19761140644550323, + 0.025960441678762436, + 0.07072567939758301, + 0.043937794864177704, + 0.032138824462890625 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.029828058555722237 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353277266025543 + ], + "opposite_logprob_tokens": [ + -3.651353359222412 + ], + "logprob_reward": -0.026353277266025543, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353277266025543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08665454387664795, + 0.33741050958633423, + 0.042622219771146774, + 0.09474465996026993, + 0.0361906960606575, + 0.20527787506580353, + 0.051497720181941986, + 0.07145271450281143, + 0.04791126772761345, + 0.02623779885470867 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.026353277266025543 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900938391685486 + ], + "opposite_logprob_tokens": [ + -2.5790092945098877 + ], + "logprob_reward": -0.07900938391685486, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900938391685486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12828154861927032, + 0.24644121527671814, + 0.06677199900150299, + 0.09961842745542526, + 0.0552961602807045, + 0.0730595663189888, + 0.11535046249628067, + 0.08274760097265244, + 0.075438492000103, + 0.056994467973709106 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.07900938391685486 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700254887342453 + ], + "opposite_logprob_tokens": [ + -2.6950254440307617 + ], + "logprob_reward": -0.0700254887342453, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700254887342453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11699336022138596, + 0.16414774954319, + 0.0722850039601326, + 0.04864879325032234, + 0.02538822405040264, + 0.23441186547279358, + 0.09883018583059311, + 0.043628595769405365, + 0.12843507528305054, + 0.06723114848136902 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.0700254887342453 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle tracking shot, skimming the ground, accompanies a massive four-engine turboprop patrol aircraft, roaring along a damp, gleaming runway beneath an overcast sky. The aircraft's massive fuselage, painted a weathered, non-reflective military gray, fills the entire frame, every rivet and panel line rendered in surreal detail, reflecting a cool, diffuse light. Its four powerful propellers spin into a translucent blur, their tips creating visible vapor trails in the humid air, kicking up a violent spiral of atomized spray from the mushy asphalt. The highlight of the entire high-speed sequence is the final moments of the takeoff roll; heavy, black, damp tires skim the asphalt with immense pressure, water spurting from them in a fine spray. Just before the massive machine achieves liftoff, its wheels steadily and deliberately retract, beginning a powerful and determined climb into the moody gray expanse, conveying an atmosphere of raw mechanical power and awe-inspiring scale.", + "seed": 8056, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_11/index_398_seed_8056_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09142119698226452, + "vlm_logprob": -0.09142119698226452, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.09142119698226452, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024097062647342682 + ], + "opposite_logprob_tokens": [ + -4.024096965789795 + ], + "logprob_reward": -0.024097062647342682, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.024097062647342682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2030656486749649, + 0.04032519459724426, + 0.03134961798787117, + 0.07295399159193039, + 0.0787360668182373, + 0.0582842156291008, + 0.051255643367767334, + 0.0933585837483406, + 0.20991453528404236, + 0.16075652837753296 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.024097062647342682 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981833927333355 + ], + "opposite_logprob_tokens": [ + -3.529818296432495 + ], + "logprob_reward": -0.02981833927333355, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981833927333355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1362486481666565, + 0.05202582851052284, + 0.1168304905295372, + 0.035547949373722076, + 0.06852128356695175, + 0.08927023410797119, + 0.045640889555215836, + 0.050378330051898956, + 0.03831023350358009, + 0.36722615361213684 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.02981833927333355 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903226256370544 + ], + "opposite_logprob_tokens": [ + -2.4640321731567383 + ], + "logprob_reward": -0.08903226256370544, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903226256370544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04799843207001686, + 0.03158129006624222, + 0.046068836003541946, + 0.010343613103032112, + 0.018116150051355362, + 0.020677804946899414, + 0.026252001523971558, + 0.03473319485783577, + 0.1253662109375, + 0.6388624906539917 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.08903226256370544 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521151900291443 + ], + "opposite_logprob_tokens": [ + -1.502115249633789 + ], + "logprob_reward": -0.2521151900291443, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521151900291443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21548478305339813, + 0.03548712655901909, + 0.08216668665409088, + 0.0560598149895668, + 0.05224062502384186, + 0.02702554129064083, + 0.060421694070100784, + 0.02716178447008133, + 0.07791376858949661, + 0.36603817343711853 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.2521151900291443 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204313039779663 + ], + "opposite_logprob_tokens": [ + -2.8120431900024414 + ], + "logprob_reward": -0.06204313039779663, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204313039779663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23238082230091095, + 0.06272999197244644, + 0.060067515820264816, + 0.03932306170463562, + 0.0538664385676384, + 0.06449714303016663, + 0.12558026611804962, + 0.12757204473018646, + 0.07894625514745712, + 0.15503646433353424 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.06204313039779663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle tracking shot, skimming the ground, accompanies a massive four-engine turboprop patrol aircraft, roaring along a damp, gleaming runway beneath an overcast sky. The aircraft's massive fuselage, painted a weathered, non-reflective military gray, fills the entire frame, every rivet and panel line rendered in surreal detail, reflecting a cool, diffuse light. Its four powerful propellers spin into a translucent blur, their tips creating visible vapor trails in the humid air, kicking up a violent spiral of atomized spray from the mushy asphalt. The highlight of the entire high-speed sequence is the final moments of the takeoff roll; heavy, black, damp tires skim the asphalt with immense pressure, water spurting from them in a fine spray. Just before the massive machine achieves liftoff, its wheels steadily and deliberately retract, beginning a powerful and determined climb into the moody gray expanse, conveying an atmosphere of raw mechanical power and awe-inspiring scale.", + "seed": 8057, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_11/index_398_seed_8057_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07922080419957638, + "vlm_logprob": -0.07922080419957638, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.07922080419957638, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03438849374651909 + ], + "opposite_logprob_tokens": [ + -3.534388542175293 + ], + "logprob_reward": -0.03438849374651909, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03438849374651909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16620296239852905, + 0.047081828117370605, + 0.08380049467086792, + 0.0909191220998764, + 0.0360577292740345, + 0.043149810284376144, + 0.035671066492795944, + 0.04784373566508293, + 0.06998239457607269, + 0.379290908575058 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.03438849374651909 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636047638952732 + ], + "opposite_logprob_tokens": [ + -3.651360511779785 + ], + "logprob_reward": -0.02636047638952732, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636047638952732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34310948848724365, + 0.05978451296687126, + 0.046100910753011703, + 0.07023244351148605, + 0.0623985156416893, + 0.05451962351799011, + 0.037777576595544815, + 0.07415883243083954, + 0.04781290143728256, + 0.2041051685810089 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.02636047638952732 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204257160425186 + ], + "opposite_logprob_tokens": [ + -2.812042474746704 + ], + "logprob_reward": -0.06204257160425186, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204257160425186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.187375009059906, + 0.10870213061571121, + 0.058792851865291595, + 0.05925365909934044, + 0.07730776071548462, + 0.09589479863643646, + 0.06199844181537628, + 0.09731549769639969, + 0.04817277193069458, + 0.20518708229064941 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.06204257160425186 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295747756958008 + ], + "opposite_logprob_tokens": [ + -2.23795747756958 + ], + "logprob_reward": -0.11295747756958008, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295747756958008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10003674030303955, + 0.060476843267679214, + 0.09051941335201263, + 0.08585773408412933, + 0.029699256643652916, + 0.032213374972343445, + 0.015996303409337997, + 0.07163473218679428, + 0.06024797633290291, + 0.4533176124095917 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.11295747756958008 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035500168800354 + ], + "opposite_logprob_tokens": [ + -1.9103549718856812 + ], + "logprob_reward": -0.16035500168800354, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035500168800354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13604950904846191, + 0.10418414324522018, + 0.03513877093791962, + 0.21279717981815338, + 0.12548352777957916, + 0.08256310224533081, + 0.02964521013200283, + 0.06179644167423248, + 0.08007226884365082, + 0.13226985931396484 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.16035500168800354 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle tracking shot, skimming the ground, accompanies a massive four-engine turboprop patrol aircraft, roaring along a damp, gleaming runway beneath an overcast sky. The aircraft's massive fuselage, painted a weathered, non-reflective military gray, fills the entire frame, every rivet and panel line rendered in surreal detail, reflecting a cool, diffuse light. Its four powerful propellers spin into a translucent blur, their tips creating visible vapor trails in the humid air, kicking up a violent spiral of atomized spray from the mushy asphalt. The highlight of the entire high-speed sequence is the final moments of the takeoff roll; heavy, black, damp tires skim the asphalt with immense pressure, water spurting from them in a fine spray. Just before the massive machine achieves liftoff, its wheels steadily and deliberately retract, beginning a powerful and determined climb into the moody gray expanse, conveying an atmosphere of raw mechanical power and awe-inspiring scale.", + "seed": 8058, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_11/index_398_seed_8058_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09889494702219963, + "vlm_logprob": -0.09889494702219963, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.09889494702219963, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03683720529079437 + ], + "opposite_logprob_tokens": [ + -3.411837100982666 + ], + "logprob_reward": -0.03683720529079437, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03683720529079437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06851870566606522, + 0.13758625090122223, + 0.07634226232767105, + 0.037618376314640045, + 0.02596193738281727, + 0.07280921936035156, + 0.01337595097720623, + 0.03787985444068909, + 0.0356718972325325, + 0.4942355155944824 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.03683720529079437 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866556450724602 + ], + "opposite_logprob_tokens": [ + -3.0486655235290527 + ], + "logprob_reward": -0.04866556450724602, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866556450724602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13324913382530212, + 0.5742867588996887, + 0.04114256054162979, + 0.022137967869639397, + 0.013634461909532547, + 0.014597222208976746, + 0.013915590941905975, + 0.014875109307467937, + 0.03567955642938614, + 0.13648170232772827 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.04866556450724602 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896983623504639 + ], + "opposite_logprob_tokens": [ + -2.578969955444336 + ], + "logprob_reward": -0.07896983623504639, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896983623504639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1725509613752365, + 0.1981818675994873, + 0.0413028821349144, + 0.07227131724357605, + 0.06845692545175552, + 0.04482342302799225, + 0.021072404459118843, + 0.030782265588641167, + 0.09698537737131119, + 0.2535724639892578 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.07896983623504639 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28135302662849426 + ], + "opposite_logprob_tokens": [ + -1.4063529968261719 + ], + "logprob_reward": -0.28135302662849426, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28135302662849426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19390521943569183, + 0.4093858301639557, + 0.0426110215485096, + 0.02155132405459881, + 0.018123269081115723, + 0.031158583238720894, + 0.023407088592648506, + 0.016290418803691864, + 0.038714587688446045, + 0.2048526108264923 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.28135302662849426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive four-engine turboprop patrol aircraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the aircraft painted a weathered, non-reflective military gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot skimming the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the aircraft's wheels retract just before it achieves liftoff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a damp, gleaming runway beneath an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048649102449417114 + ], + "opposite_logprob_tokens": [ + -3.0486490726470947 + ], + "logprob_reward": -0.048649102449417114, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048649102449417114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36700302362442017, + 0.25509411096572876, + 0.029692094773054123, + 0.022074801847338676, + 0.020089343190193176, + 0.03138754144310951, + 0.00972018577158451, + 0.012358133681118488, + 0.053946394473314285, + 0.1986343115568161 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.048649102449417114 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_12/index_tensor([1258, 1258])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_12/index_tensor([1258, 1258])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..93901182c113af79c2deb2e39a15001b5f8a784a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_12/index_tensor([1258, 1258])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a scene imbued with the power of competitive photography, a single shot, shot from a slightly upward angle, slowly and steadily advances. The scene opens with two tea ceremony masters, both white-haired and beardless, dressed in traditional Chinese double-breasted tea robes, solemnly facing each other on either side of a rustic tea table crafted from dark, aged elm wood. The master on the left, with a gaunt face and a hawk-like gaze, wears a dark gray linen robe; the master on the right, with a more robust build and indigo cotton, has a calm gaze. Their gazes meet in mid-air, sharp as swords, a scene filled with silent confrontation. A soft, concentrated overhead light falls from above, casting deep shadows on the ancient wooden table and outlining the gentle contours of the exquisite purple clay tea set. The camera moves forward relentlessly and leisurely, gradually passing over the shoulders of the two masters before finally converging on the white porcelain tea cup between them. Filled with Wuyi rock tea, its hue as deep as amber and its fragrance seemingly overflowing the screen, a faint wisp of steam rises from it, like the aura generated by the clash of the two masters' inner strength. The entire image, dominated by a palette of subdued browns and inky tones, features a striking contrast of light and shadow, imbued with a tense tranquility, imbuing this silent duel of skills with a sense of ritual and cinematic quality.", + "seed": 18357, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_12/index_1258_seed_18357_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04498929139226675, + "vlm_logprob": -0.04498929139226675, + "vlm_yes_no_margin": 3.800000023841858, + "vlm_token_credit": -0.04498929139226675, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.143900066614151 + ], + "opposite_logprob_tokens": [ + -2.018900156021118 + ], + "logprob_reward": -0.143900066614151, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.143900066614151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29248562455177307, + 0.11378204077482224, + 0.06960999220609665, + 0.03839103505015373, + 0.08235222101211548, + 0.08598258346319199, + 0.07619315385818481, + 0.07065645605325699, + 0.07904283702373505, + 0.0915040671825409 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.143900066614151 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055012065917253494 + ], + "opposite_logprob_tokens": [ + -2.9300119876861572 + ], + "logprob_reward": -0.055012065917253494, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055012065917253494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24455153942108154, + 0.09549416601657867, + 0.06477144360542297, + 0.04243320971727371, + 0.04244142770767212, + 0.13561543822288513, + 0.03203858435153961, + 0.11221364140510559, + 0.044065654277801514, + 0.18637487292289734 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.055012065917253494 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863177701830864 + ], + "opposite_logprob_tokens": [ + -4.758631706237793 + ], + "logprob_reward": -0.00863177701830864, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863177701830864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15239349007606506, + 0.05509395897388458, + 0.05143105238676071, + 0.0437922440469265, + 0.04234942048788071, + 0.1627037078142166, + 0.03969764709472656, + 0.15249967575073242, + 0.08734258264303207, + 0.21269620954990387 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.00863177701830864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782115928828716 + ], + "opposite_logprob_tokens": [ + -4.634782314300537 + ], + "logprob_reward": -0.009782115928828716, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782115928828716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27668139338493347, + 0.11432340741157532, + 0.04438551142811775, + 0.03315066546201706, + 0.07177558541297913, + 0.084229476749897, + 0.04064742103219032, + 0.10707991570234299, + 0.07870389521121979, + 0.14902275800704956 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.009782115928828716 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007620431482791901 + ], + "opposite_logprob_tokens": [ + -4.882620334625244 + ], + "logprob_reward": -0.007620431482791901, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007620431482791901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1357521414756775, + 0.07589215785264969, + 0.046619415283203125, + 0.048543162643909454, + 0.10541197657585144, + 0.1357131451368332, + 0.10063835233449936, + 0.184729665517807, + 0.09222844243049622, + 0.07447154819965363 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.007620431482791901 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene imbued with the power of competitive photography, a single shot, shot from a slightly upward angle, slowly and steadily advances. The scene opens with two tea ceremony masters, both white-haired and beardless, dressed in traditional Chinese double-breasted tea robes, solemnly facing each other on either side of a rustic tea table crafted from dark, aged elm wood. The master on the left, with a gaunt face and a hawk-like gaze, wears a dark gray linen robe; the master on the right, with a more robust build and indigo cotton, has a calm gaze. Their gazes meet in mid-air, sharp as swords, a scene filled with silent confrontation. A soft, concentrated overhead light falls from above, casting deep shadows on the ancient wooden table and outlining the gentle contours of the exquisite purple clay tea set. The camera moves forward relentlessly and leisurely, gradually passing over the shoulders of the two masters before finally converging on the white porcelain tea cup between them. Filled with Wuyi rock tea, its hue as deep as amber and its fragrance seemingly overflowing the screen, a faint wisp of steam rises from it, like the aura generated by the clash of the two masters' inner strength. The entire image, dominated by a palette of subdued browns and inky tones, features a striking contrast of light and shadow, imbued with a tense tranquility, imbuing this silent duel of skills with a sense of ritual and cinematic quality.", + "seed": 18358, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_12/index_1258_seed_18358_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.046694114431738855, + "vlm_logprob": -0.046694114431738855, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.046694114431738855, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1278245449066162 + ], + "opposite_logprob_tokens": [ + -2.127824544906616 + ], + "logprob_reward": -0.1278245449066162, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1278245449066162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24898530542850494, + 0.08654260635375977, + 0.06095719337463379, + 0.02792932651937008, + 0.09451089054346085, + 0.10534785687923431, + 0.08542514592409134, + 0.06023910269141197, + 0.14522641897201538, + 0.08483614772558212 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.1278245449066162 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700647160410881 + ], + "opposite_logprob_tokens": [ + -2.6950647830963135 + ], + "logprob_reward": -0.0700647160410881, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700647160410881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2220812886953354, + 0.10889578610658646, + 0.052974309772253036, + 0.06107659637928009, + 0.06921947002410889, + 0.06354595720767975, + 0.08562004566192627, + 0.10056009143590927, + 0.09925058484077454, + 0.13677586615085602 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0700647160410881 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178056925535202 + ], + "opposite_logprob_tokens": [ + -4.0181779861450195 + ], + "logprob_reward": -0.018178056925535202, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018178056925535202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08128027617931366, + 0.06945756077766418, + 0.060016240924596786, + 0.048203375190496445, + 0.04843363165855408, + 0.11159076541662216, + 0.11513528227806091, + 0.29020071029663086, + 0.10413610190153122, + 0.07154607027769089 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.018178056925535202 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783650748431683 + ], + "opposite_logprob_tokens": [ + -4.634783744812012 + ], + "logprob_reward": -0.009783650748431683, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783650748431683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20076864957809448, + 0.06573895364999771, + 0.05711210519075394, + 0.04996123164892197, + 0.10520953685045242, + 0.13932207226753235, + 0.0857386663556099, + 0.09689243882894516, + 0.0791715756058693, + 0.12008480727672577 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.009783650748431683 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076196035370230675 + ], + "opposite_logprob_tokens": [ + -4.882619380950928 + ], + "logprob_reward": -0.0076196035370230675, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076196035370230675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11544669419527054, + 0.04174501821398735, + 0.0427863709628582, + 0.035232506692409515, + 0.0895482525229454, + 0.13368313014507294, + 0.10645758360624313, + 0.10619684308767319, + 0.2541111409664154, + 0.07479242235422134 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.0076196035370230675 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene imbued with the power of competitive photography, a single shot, shot from a slightly upward angle, slowly and steadily advances. The scene opens with two tea ceremony masters, both white-haired and beardless, dressed in traditional Chinese double-breasted tea robes, solemnly facing each other on either side of a rustic tea table crafted from dark, aged elm wood. The master on the left, with a gaunt face and a hawk-like gaze, wears a dark gray linen robe; the master on the right, with a more robust build and indigo cotton, has a calm gaze. Their gazes meet in mid-air, sharp as swords, a scene filled with silent confrontation. A soft, concentrated overhead light falls from above, casting deep shadows on the ancient wooden table and outlining the gentle contours of the exquisite purple clay tea set. The camera moves forward relentlessly and leisurely, gradually passing over the shoulders of the two masters before finally converging on the white porcelain tea cup between them. Filled with Wuyi rock tea, its hue as deep as amber and its fragrance seemingly overflowing the screen, a faint wisp of steam rises from it, like the aura generated by the clash of the two masters' inner strength. The entire image, dominated by a palette of subdued browns and inky tones, features a striking contrast of light and shadow, imbued with a tense tranquility, imbuing this silent duel of skills with a sense of ritual and cinematic quality.", + "seed": 18359, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_12/index_1258_seed_18359_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02235600012354553, + "vlm_logprob": -0.02235600012354553, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.02235600012354553, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04331708699464798 + ], + "opposite_logprob_tokens": [ + -3.1683170795440674 + ], + "logprob_reward": -0.04331708699464798, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04331708699464798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09257008135318756, + 0.04154054820537567, + 0.03562803193926811, + 0.042744725942611694, + 0.0384395495057106, + 0.05657371133565903, + 0.0217971783131361, + 0.01607334427535534, + 0.6418011784553528, + 0.012831626459956169 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.04331708699464798 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497325211763382 + ], + "opposite_logprob_tokens": [ + -2.9299733638763428 + ], + "logprob_reward": -0.05497325211763382, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497325211763382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15392079949378967, + 0.0626821219921112, + 0.33440810441970825, + 0.07589579373598099, + 0.08063337951898575, + 0.07536368817090988, + 0.04521206393837929, + 0.06842047721147537, + 0.0667000263929367, + 0.036763522773981094 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.05497325211763382 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632930271327496 + ], + "opposite_logprob_tokens": [ + -5.379632949829102 + ], + "logprob_reward": -0.004632930271327496, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632930271327496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04503568634390831, + 0.042998623102903366, + 0.042630989104509354, + 0.06519792973995209, + 0.08028081059455872, + 0.04457813873887062, + 0.04434933885931969, + 0.04314139112830162, + 0.5576194524765015, + 0.03416762873530388 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.004632930271327496 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036126605700701475 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.0036126605700701475, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036126605700701475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03835224360227585, + 0.028835289180278778, + 0.09025551378726959, + 0.043633319437503815, + 0.045169245451688766, + 0.04345943033695221, + 0.0223299078643322, + 0.04277476295828819, + 0.5555618405342102, + 0.08962845802307129 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.0036126605700701475 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005244070664048195 + ], + "opposite_logprob_tokens": [ + -5.255244255065918 + ], + "logprob_reward": -0.005244070664048195, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005244070664048195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1335315853357315, + 0.05934639275074005, + 0.35204213857650757, + 0.09981516003608704, + 0.1238861083984375, + 0.05197606980800629, + 0.029783567413687706, + 0.03985948488116264, + 0.05618860200047493, + 0.05357085540890694 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.005244070664048195 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene imbued with the power of competitive photography, a single shot, shot from a slightly upward angle, slowly and steadily advances. The scene opens with two tea ceremony masters, both white-haired and beardless, dressed in traditional Chinese double-breasted tea robes, solemnly facing each other on either side of a rustic tea table crafted from dark, aged elm wood. The master on the left, with a gaunt face and a hawk-like gaze, wears a dark gray linen robe; the master on the right, with a more robust build and indigo cotton, has a calm gaze. Their gazes meet in mid-air, sharp as swords, a scene filled with silent confrontation. A soft, concentrated overhead light falls from above, casting deep shadows on the ancient wooden table and outlining the gentle contours of the exquisite purple clay tea set. The camera moves forward relentlessly and leisurely, gradually passing over the shoulders of the two masters before finally converging on the white porcelain tea cup between them. Filled with Wuyi rock tea, its hue as deep as amber and its fragrance seemingly overflowing the screen, a faint wisp of steam rises from it, like the aura generated by the clash of the two masters' inner strength. The entire image, dominated by a palette of subdued browns and inky tones, features a striking contrast of light and shadow, imbued with a tense tranquility, imbuing this silent duel of skills with a sense of ritual and cinematic quality.", + "seed": 18360, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_12/index_1258_seed_18360_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05501237995922566, + "vlm_logprob": -0.05501237995922566, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.05501237995922566, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1440308541059494 + ], + "opposite_logprob_tokens": [ + -2.019030809402466 + ], + "logprob_reward": -0.1440308541059494, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1440308541059494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21149252355098724, + 0.04930351302027702, + 0.16401627659797668, + 0.11913550645112991, + 0.10478954762220383, + 0.0532640777528286, + 0.10684099048376083, + 0.04406343773007393, + 0.04861406236886978, + 0.09848006814718246 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.1440308541059494 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10040445625782013 + ], + "opposite_logprob_tokens": [ + -2.3504045009613037 + ], + "logprob_reward": -0.10040445625782013, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10040445625782013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09633322060108185, + 0.10113567858934402, + 0.2120576649904251, + 0.1073608323931694, + 0.13924553990364075, + 0.0437973253428936, + 0.0733189582824707, + 0.08174804598093033, + 0.03820614889264107, + 0.10679661482572556 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.10040445625782013 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777629747986794 + ], + "opposite_logprob_tokens": [ + -4.634777545928955 + ], + "logprob_reward": -0.009777629747986794, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777629747986794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10790139436721802, + 0.031391967087984085, + 0.08583086729049683, + 0.03995007276535034, + 0.07045219093561172, + 0.1105770617723465, + 0.11105827987194061, + 0.1894325613975525, + 0.0584871806204319, + 0.19491836428642273 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.009777629747986794 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783060289919376 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783060289919376, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783060289919376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1313839554786682, + 0.10914101451635361, + 0.12128528952598572, + 0.09126020967960358, + 0.08047182112932205, + 0.05804941803216934, + 0.11973763257265091, + 0.06789012253284454, + 0.07069260627031326, + 0.15008795261383057 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.009783060289919376 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two white-haired, beardless tea ceremony masters visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master on the left wearing a dark gray linen robe and the master on the right wearing an indigo cotton robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic tea table made of dark, aged elm wood visible between the masters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a white porcelain tea cup filled with amber-colored tea and emitting a wisp of steam visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and move forward steadily, passing over the masters' shoulders to converge on the tea cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011065899394452572 + ], + "opposite_logprob_tokens": [ + -4.51106595993042 + ], + "logprob_reward": -0.011065899394452572, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011065899394452572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08414338529109955, + 0.049410928040742874, + 0.07591968774795532, + 0.06596280634403229, + 0.0682813972234726, + 0.18408648669719696, + 0.14330822229385376, + 0.16790054738521576, + 0.04217170178890228, + 0.11881478130817413 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.011065899394452572 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_13/index_tensor([7536, 7536])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_13/index_tensor([7536, 7536])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d4a2dd3b2c8dcf72c5e6be979394e0a48e417469 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_13/index_tensor([7536, 7536])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle lens slowly tilts upward, following a dense cluster of glowing lanterns as they simultaneously release into the deep twilight. Each lantern, crafted from delicate, translucent rice paper in warm white and soft orange hues, is illuminated by a small, flickering flame within, creating a soft, pulsating golden glow. As the camera continues its steady ascent and artfully zooms out, the lanterns, initially rising as a unified, floating mass, begin to gracefully disperse. Propelled by gentle, unseen currents, they drift steadily, their paths diverging against the vast, deep indigo sky. The lanterns' warm, flickering glow contrasts strikingly with the cool, tranquil atmosphere of the evening. Their gentle swaying causes their light to shimmer and pulsate, creating a magical and peaceful spectacle as they silently journey upward, becoming smaller, dispersed points of light against the vast, tranquil night.", + "seed": 17121, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_13/index_7536_seed_17121_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.023032844718545675, + "vlm_logprob": -0.023032844718545675, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.023032844718545675, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07090438157320023 + ], + "opposite_logprob_tokens": [ + -2.695904493331909 + ], + "logprob_reward": -0.07090438157320023, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07090438157320023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15219612419605255, + 0.18749986588954926, + 0.07038203626871109, + 0.11959003657102585, + 0.13381856679916382, + 0.0978090837597847, + 0.10164178162813187, + 0.05079343169927597, + 0.03343622386455536, + 0.052832767367362976 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.07090438157320023 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865340419113636 + ], + "opposite_logprob_tokens": [ + -4.75865364074707 + ], + "logprob_reward": -0.00865340419113636, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865340419113636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21033325791358948, + 0.24242077767848969, + 0.03987564146518707, + 0.06413266062736511, + 0.10506297647953033, + 0.04997405782341957, + 0.05269918963313103, + 0.0355922095477581, + 0.07669499516487122, + 0.12321425974369049 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.00865340419113636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057693526148796 + ], + "opposite_logprob_tokens": [ + -3.8955769538879395 + ], + "logprob_reward": -0.02057693526148796, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057693526148796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14680078625679016, + 0.12930017709732056, + 0.06266751885414124, + 0.09819009155035019, + 0.15703433752059937, + 0.0393170490860939, + 0.04172094538807869, + 0.03857441246509552, + 0.10571400821208954, + 0.18068067729473114 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.02057693526148796 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783178567886353 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783178567886353, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783178567886353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1092531681060791, + 0.14863334596157074, + 0.039962124079465866, + 0.10889637470245361, + 0.08579137921333313, + 0.10435130447149277, + 0.05248397961258888, + 0.11210741102695465, + 0.09732869267463684, + 0.1411922127008438 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.009783178567886353 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005246323999017477 + ], + "opposite_logprob_tokens": [ + -5.255246162414551 + ], + "logprob_reward": -0.005246323999017477, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005246323999017477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09566743671894073, + 0.12422504276037216, + 0.059496134519577026, + 0.16822360455989838, + 0.16100476682186127, + 0.0454828254878521, + 0.1518404185771942, + 0.038481637835502625, + 0.04843297228217125, + 0.10714519768953323 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.005246323999017477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle lens slowly tilts upward, following a dense cluster of glowing lanterns as they simultaneously release into the deep twilight. Each lantern, crafted from delicate, translucent rice paper in warm white and soft orange hues, is illuminated by a small, flickering flame within, creating a soft, pulsating golden glow. As the camera continues its steady ascent and artfully zooms out, the lanterns, initially rising as a unified, floating mass, begin to gracefully disperse. Propelled by gentle, unseen currents, they drift steadily, their paths diverging against the vast, deep indigo sky. The lanterns' warm, flickering glow contrasts strikingly with the cool, tranquil atmosphere of the evening. Their gentle swaying causes their light to shimmer and pulsate, creating a magical and peaceful spectacle as they silently journey upward, becoming smaller, dispersed points of light against the vast, tranquil night.", + "seed": 17122, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_13/index_7536_seed_17122_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012057624757289886, + "vlm_logprob": -0.012057624757289886, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.012057624757289886, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030426543205976486 + ], + "opposite_logprob_tokens": [ + -3.530426502227783 + ], + "logprob_reward": -0.030426543205976486, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030426543205976486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17599332332611084, + 0.19989663362503052, + 0.07087165117263794, + 0.05931901931762695, + 0.19245964288711548, + 0.08825504034757614, + 0.059579480439424515, + 0.07349556684494019, + 0.03907602280378342, + 0.041053663939237595 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.030426543205976486 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644795786589384 + ], + "opposite_logprob_tokens": [ + -5.379644870758057 + ], + "logprob_reward": -0.004644795786589384, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644795786589384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2507593631744385, + 0.09754925221204758, + 0.032950859516859055, + 0.03288203105330467, + 0.09860757738351822, + 0.051374923437833786, + 0.06965772807598114, + 0.2952308654785156, + 0.02765701338648796, + 0.04333040863275528 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.004644795786589384 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537943199276924 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012537943199276924, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537943199276924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08765847235918045, + 0.05695163458585739, + 0.1167302206158638, + 0.12583881616592407, + 0.28155654668807983, + 0.1311841458082199, + 0.08822371810674667, + 0.053517650812864304, + 0.03503382205963135, + 0.02330491505563259 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.012537943199276924 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735952105373144 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735952105373144, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735952105373144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10434915870428085, + 0.05953006073832512, + 0.030073383823037148, + 0.08961315453052521, + 0.09327129274606705, + 0.1186852976679802, + 0.302735835313797, + 0.0742773711681366, + 0.07479049265384674, + 0.052673954516649246 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.006735952105373144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005942889489233494 + ], + "opposite_logprob_tokens": [ + -5.1309428215026855 + ], + "logprob_reward": -0.005942889489233494, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005942889489233494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21289274096488953, + 0.03133724257349968, + 0.0740494355559349, + 0.05666385218501091, + 0.22569414973258972, + 0.12696528434753418, + 0.08269903808832169, + 0.06257893145084381, + 0.03736889734864235, + 0.08975043892860413 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.005942889489233494 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle lens slowly tilts upward, following a dense cluster of glowing lanterns as they simultaneously release into the deep twilight. Each lantern, crafted from delicate, translucent rice paper in warm white and soft orange hues, is illuminated by a small, flickering flame within, creating a soft, pulsating golden glow. As the camera continues its steady ascent and artfully zooms out, the lanterns, initially rising as a unified, floating mass, begin to gracefully disperse. Propelled by gentle, unseen currents, they drift steadily, their paths diverging against the vast, deep indigo sky. The lanterns' warm, flickering glow contrasts strikingly with the cool, tranquil atmosphere of the evening. Their gentle swaying causes their light to shimmer and pulsate, creating a magical and peaceful spectacle as they silently journey upward, becoming smaller, dispersed points of light against the vast, tranquil night.", + "seed": 17123, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_13/index_7536_seed_17123_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07685452178120614, + "vlm_logprob": -0.07685452178120614, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.07685452178120614, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28275951743125916 + ], + "opposite_logprob_tokens": [ + -1.4077595472335815 + ], + "logprob_reward": -0.28275951743125916, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28275951743125916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06862252950668335, + 0.03721447288990021, + 0.0410468690097332, + 0.05244871601462364, + 0.0796777755022049, + 0.05359530448913574, + 0.11774399131536484, + 0.007887269370257854, + 0.512639582157135, + 0.029123419895768166 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.28275951743125916 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421563234180212 + ], + "opposite_logprob_tokens": [ + -4.264215469360352 + ], + "logprob_reward": -0.01421563234180212, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421563234180212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08556271344423294, + 0.15379668772220612, + 0.09204823523759842, + 0.04568834975361824, + 0.18804863095283508, + 0.09309152513742447, + 0.07546467334032059, + 0.04405183345079422, + 0.10950123518705368, + 0.11274617910385132 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.01421563234180212 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638394996523857 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638394996523857, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638394996523857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.012768857181072235, + 0.028840303421020508, + 0.02650834619998932, + 0.02579643577337265, + 0.057403698563575745, + 0.015968838706612587, + 0.04288466274738312, + 0.01151184644550085, + 0.7523807287216187, + 0.02593635767698288 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.008638394996523857 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002504169940948 + ], + "opposite_logprob_tokens": [ + -2.6950249671936035 + ], + "logprob_reward": -0.07002504169940948, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002504169940948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02063298597931862, + 0.021039679646492004, + 0.04507175832986832, + 0.045269597321748734, + 0.17258848249912262, + 0.05995688587427139, + 0.09251078963279724, + 0.013058154843747616, + 0.47990018129348755, + 0.049971528351306915 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.07002504169940948 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634022437036037 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.008634022437036037, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634022437036037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042777787894010544, + 0.04705582559108734, + 0.028153734281659126, + 0.03433649241924286, + 0.4191136062145233, + 0.14819440245628357, + 0.09948162734508514, + 0.014517310075461864, + 0.12505052983760834, + 0.04131871834397316 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.008634022437036037 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle lens slowly tilts upward, following a dense cluster of glowing lanterns as they simultaneously release into the deep twilight. Each lantern, crafted from delicate, translucent rice paper in warm white and soft orange hues, is illuminated by a small, flickering flame within, creating a soft, pulsating golden glow. As the camera continues its steady ascent and artfully zooms out, the lanterns, initially rising as a unified, floating mass, begin to gracefully disperse. Propelled by gentle, unseen currents, they drift steadily, their paths diverging against the vast, deep indigo sky. The lanterns' warm, flickering glow contrasts strikingly with the cool, tranquil atmosphere of the evening. Their gentle swaying causes their light to shimmer and pulsate, creating a magical and peaceful spectacle as they silently journey upward, becoming smaller, dispersed points of light against the vast, tranquil night.", + "seed": 17124, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_13/index_7536_seed_17124_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013529727142304182, + "vlm_logprob": -0.013529727142304182, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.013529727142304182, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03587401285767555 + ], + "opposite_logprob_tokens": [ + -3.410874128341675 + ], + "logprob_reward": -0.03587401285767555, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03587401285767555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1719561666250229, + 0.07115549594163895, + 0.06813685595989227, + 0.026846997439861298, + 0.03668966889381409, + 0.1364353597164154, + 0.4131738245487213, + 0.0450582429766655, + 0.0077210720628499985, + 0.02282632514834404 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.03587401285767555 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005263637285679579 + ], + "opposite_logprob_tokens": [ + -5.255263805389404 + ], + "logprob_reward": -0.005263637285679579, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005263637285679579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09322599321603775, + 0.04095084220170975, + 0.03348078578710556, + 0.018086334690451622, + 0.038528840988874435, + 0.04461980611085892, + 0.6632792353630066, + 0.022575562819838524, + 0.01677689142525196, + 0.02847566455602646 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.005263637285679579 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068484634160995 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068484634160995, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068484634160995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0908912867307663, + 0.05823194235563278, + 0.022977687418460846, + 0.0481724739074707, + 0.1732785850763321, + 0.4094252586364746, + 0.1685008406639099, + 0.008916026912629604, + 0.004677360877394676, + 0.014928542077541351 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.016068484634160995 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628594525158405 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628594525158405, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628594525158405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06984182447195053, + 0.1106201782822609, + 0.0905676782131195, + 0.027747904881834984, + 0.0694068968296051, + 0.05700468271970749, + 0.15434111654758453, + 0.12211497873067856, + 0.07013873010873795, + 0.2282160222530365 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.007628594525158405 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a dense cluster of glowing lanterns crafted from translucent rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns display warm white and soft orange hues with a flickering flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle, wide-angle lens and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the lanterns initially rise as a unified floating mass before dispersing into diverging paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, deep indigo sky with a cool, tranquil evening atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028139064088463783 + ], + "opposite_logprob_tokens": [ + -5.877813816070557 + ], + "logprob_reward": -0.0028139064088463783, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028139064088463783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18311892449855804, + 0.06157200038433075, + 0.07188219577074051, + 0.022148218005895615, + 0.08818667382001877, + 0.3679722249507904, + 0.07446808367967606, + 0.06645525246858597, + 0.030391938984394073, + 0.03380441293120384 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0028139064088463783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_14/index_tensor([5652, 5652])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_14/index_tensor([5652, 5652])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d1f0446fed3366e596df26f9e17b21427d8876ec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_14/index_tensor([5652, 5652])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot from a level angle, the camera rotates 360 degrees around the subject in a smooth, flowing arc, always keeping a gaunt, silver-haired elderly man at the center of the frame. He stands in a tranquil corner of a park. The first rays of golden morning sunlight penetrate the mist, casting a soft shimmer on the loose-fitting, traditional white silk training suit he wears. The silk material flutters gracefully in the breeze, radiating a warm sheen. The elderly man's expression is focused and serene, his body steadily lowered. With an extremely slow and steady rhythm, his arms gracefully rise from his front, tracing perfect circular paths to the sides, his fingers extended, his palms seemingly feeling the flow of the air. As the camera rotates, the background features lush old trees, dew-laden leaves, and the lingering morning mist. Light dances on his long, slowly moving shadow, imbued with a philosophical atmosphere of tranquility, concentration, and harmony between man and nature, embodying a dynamic, meditative beauty.", + "seed": 31159, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_14/index_5652_seed_31159_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06301278099417687, + "vlm_logprob": -0.06301278099417687, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.06301278099417687, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1145179495215416 + ], + "opposite_logprob_tokens": [ + -2.2395179271698 + ], + "logprob_reward": -0.1145179495215416, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1145179495215416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2981990873813629, + 0.09067344665527344, + 0.09548773616552353, + 0.04692293331027031, + 0.16342325508594513, + 0.05596163496375084, + 0.11751874536275864, + 0.021531812846660614, + 0.04941273108124733, + 0.060868628323078156 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.1145179495215416 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819409430027008 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.01819409430027008, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819409430027008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17168180644512177, + 0.04497009888291359, + 0.08645293861627579, + 0.04395311698317528, + 0.09465429931879044, + 0.11217387020587921, + 0.14480742812156677, + 0.09109725803136826, + 0.16870352625846863, + 0.04150564968585968 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.01819409430027008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277151226997375 + ], + "opposite_logprob_tokens": [ + -2.0177714824676514 + ], + "logprob_reward": -0.14277151226997375, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14277151226997375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12140265852212906, + 0.08813589066267014, + 0.08458885550498962, + 0.044951293617486954, + 0.1172899603843689, + 0.06246550381183624, + 0.10682006925344467, + 0.14213646948337555, + 0.17865875363349915, + 0.05355050787329674 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.14277151226997375 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298027191311121 + ], + "opposite_logprob_tokens": [ + -3.5298027992248535 + ], + "logprob_reward": -0.0298027191311121, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298027191311121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14043359458446503, + 0.05227220430970192, + 0.06648407876491547, + 0.043775275349617004, + 0.09875807166099548, + 0.033958800137043, + 0.2368345707654953, + 0.0896543636918068, + 0.184953972697258, + 0.05287503823637962 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.0298027191311121 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777629747986794 + ], + "opposite_logprob_tokens": [ + -4.634777545928955 + ], + "logprob_reward": -0.009777629747986794, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777629747986794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3025534749031067, + 0.03850832208991051, + 0.050403892993927, + 0.060036785900592804, + 0.22469434142112732, + 0.059914909303188324, + 0.07106155902147293, + 0.06020088121294975, + 0.05217069759964943, + 0.08045514672994614 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.009777629747986794 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot from a level angle, the camera rotates 360 degrees around the subject in a smooth, flowing arc, always keeping a gaunt, silver-haired elderly man at the center of the frame. He stands in a tranquil corner of a park. The first rays of golden morning sunlight penetrate the mist, casting a soft shimmer on the loose-fitting, traditional white silk training suit he wears. The silk material flutters gracefully in the breeze, radiating a warm sheen. The elderly man's expression is focused and serene, his body steadily lowered. With an extremely slow and steady rhythm, his arms gracefully rise from his front, tracing perfect circular paths to the sides, his fingers extended, his palms seemingly feeling the flow of the air. As the camera rotates, the background features lush old trees, dew-laden leaves, and the lingering morning mist. Light dances on his long, slowly moving shadow, imbued with a philosophical atmosphere of tranquility, concentration, and harmony between man and nature, embodying a dynamic, meditative beauty.", + "seed": 31160, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_14/index_5652_seed_31160_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07661847025156021, + "vlm_logprob": -0.07661847025156021, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.07661847025156021, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2030613273382187 + ], + "opposite_logprob_tokens": [ + -1.7030613422393799 + ], + "logprob_reward": -0.2030613273382187, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2030613273382187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2597024142742157, + 0.07185304909944534, + 0.05478538200259209, + 0.11280794441699982, + 0.042901117354631424, + 0.22219039499759674, + 0.01794777624309063, + 0.05002577230334282, + 0.07633847743272781, + 0.09144765883684158 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.2030613273382187 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016086433082818985 + ], + "opposite_logprob_tokens": [ + -4.141086578369141 + ], + "logprob_reward": -0.016086433082818985, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016086433082818985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2377644032239914, + 0.04568667709827423, + 0.07160034030675888, + 0.1089889332652092, + 0.18094278872013092, + 0.05849885195493698, + 0.05067601427435875, + 0.06590230017900467, + 0.07007946819067001, + 0.10986028611660004 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.016086433082818985 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1002974882721901 + ], + "opposite_logprob_tokens": [ + -2.350297451019287 + ], + "logprob_reward": -0.1002974882721901, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1002974882721901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15882408618927002, + 0.17288297414779663, + 0.0859047919511795, + 0.129296213388443, + 0.03280024603009224, + 0.10465395450592041, + 0.052410151809453964, + 0.14557567238807678, + 0.049355633556842804, + 0.06829623878002167 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.1002974882721901 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043068766593933105 + ], + "opposite_logprob_tokens": [ + -3.1680688858032227 + ], + "logprob_reward": -0.043068766593933105, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043068766593933105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06645747274160385, + 0.07817278802394867, + 0.07196356356143951, + 0.1824193000793457, + 0.07860543578863144, + 0.17246462404727936, + 0.0633813664317131, + 0.12834575772285461, + 0.05946249142289162, + 0.09872718900442123 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.043068766593933105 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020578335970640182 + ], + "opposite_logprob_tokens": [ + -3.895578384399414 + ], + "logprob_reward": -0.020578335970640182, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020578335970640182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2324274182319641, + 0.06772756576538086, + 0.04066978022456169, + 0.030340975150465965, + 0.01815752312541008, + 0.10838797688484192, + 0.042752183973789215, + 0.09158632904291153, + 0.07310919463634491, + 0.2948410212993622 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.020578335970640182 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot from a level angle, the camera rotates 360 degrees around the subject in a smooth, flowing arc, always keeping a gaunt, silver-haired elderly man at the center of the frame. He stands in a tranquil corner of a park. The first rays of golden morning sunlight penetrate the mist, casting a soft shimmer on the loose-fitting, traditional white silk training suit he wears. The silk material flutters gracefully in the breeze, radiating a warm sheen. The elderly man's expression is focused and serene, his body steadily lowered. With an extremely slow and steady rhythm, his arms gracefully rise from his front, tracing perfect circular paths to the sides, his fingers extended, his palms seemingly feeling the flow of the air. As the camera rotates, the background features lush old trees, dew-laden leaves, and the lingering morning mist. Light dances on his long, slowly moving shadow, imbued with a philosophical atmosphere of tranquility, concentration, and harmony between man and nature, embodying a dynamic, meditative beauty.", + "seed": 31161, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_14/index_5652_seed_31161_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12497521173208952, + "vlm_logprob": -0.12497521173208952, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.12497521173208952, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4754776954650879 + ], + "opposite_logprob_tokens": [ + -0.9754776954650879 + ], + "logprob_reward": -0.4754776954650879, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4754776954650879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17994894087314606, + 0.05927903577685356, + 0.031056484207510948, + 0.07280442118644714, + 0.07906192541122437, + 0.05672116577625275, + 0.1265357881784439, + 0.1892993152141571, + 0.06123175099492073, + 0.14406119287014008 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.4754776954650879 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198542296886444 + ], + "opposite_logprob_tokens": [ + -4.018198490142822 + ], + "logprob_reward": -0.018198542296886444, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018198542296886444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14886614680290222, + 0.11646488308906555, + 0.05259428173303604, + 0.08003798127174377, + 0.05513459071516991, + 0.04549212008714676, + 0.0929376408457756, + 0.20561730861663818, + 0.04705384001135826, + 0.1558011770248413 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.018198542296886444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000325620174408 + ], + "opposite_logprob_tokens": [ + -2.6950032711029053 + ], + "logprob_reward": -0.07000325620174408, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000325620174408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16067302227020264, + 0.0994577407836914, + 0.09324720501899719, + 0.090521901845932, + 0.057458940893411636, + 0.07296710461378098, + 0.09493061900138855, + 0.11623550951480865, + 0.1614389419555664, + 0.05306899547576904 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.07000325620174408 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866227135062218 + ], + "opposite_logprob_tokens": [ + -3.0486621856689453 + ], + "logprob_reward": -0.04866227135062218, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866227135062218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1466417908668518, + 0.12370383739471436, + 0.049820221960544586, + 0.21647602319717407, + 0.05952177941799164, + 0.12269788980484009, + 0.07045356184244156, + 0.11254021525382996, + 0.03519967943429947, + 0.06294496357440948 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.04866227135062218 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534293346107006 + ], + "opposite_logprob_tokens": [ + -4.387534141540527 + ], + "logprob_reward": -0.012534293346107006, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534293346107006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22184063494205475, + 0.05955633521080017, + 0.02671205811202526, + 0.06551089137792587, + 0.14147017896175385, + 0.05739157646894455, + 0.03905853256583214, + 0.06277351826429367, + 0.131724551320076, + 0.19396166503429413 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.012534293346107006 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot from a level angle, the camera rotates 360 degrees around the subject in a smooth, flowing arc, always keeping a gaunt, silver-haired elderly man at the center of the frame. He stands in a tranquil corner of a park. The first rays of golden morning sunlight penetrate the mist, casting a soft shimmer on the loose-fitting, traditional white silk training suit he wears. The silk material flutters gracefully in the breeze, radiating a warm sheen. The elderly man's expression is focused and serene, his body steadily lowered. With an extremely slow and steady rhythm, his arms gracefully rise from his front, tracing perfect circular paths to the sides, his fingers extended, his palms seemingly feeling the flow of the air. As the camera rotates, the background features lush old trees, dew-laden leaves, and the lingering morning mist. Light dances on his long, slowly moving shadow, imbued with a philosophical atmosphere of tranquility, concentration, and harmony between man and nature, embodying a dynamic, meditative beauty.", + "seed": 31162, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_14/index_5652_seed_31162_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04866200108081102, + "vlm_logprob": -0.04866200108081102, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.04866200108081102, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07129520177841187 + ], + "opposite_logprob_tokens": [ + -2.6962952613830566 + ], + "logprob_reward": -0.07129520177841187, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07129520177841187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22240108251571655, + 0.04787582904100418, + 0.044306930154561996, + 0.03421369567513466, + 0.19011521339416504, + 0.08584672212600708, + 0.18772782385349274, + 0.04202869534492493, + 0.05799577385187149, + 0.08748825639486313 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.07129520177841187 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329447865486145 + ], + "opposite_logprob_tokens": [ + -3.773294448852539 + ], + "logprob_reward": -0.02329447865486145, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329447865486145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11348003149032593, + 0.0629577711224556, + 0.11319106072187424, + 0.10339006036520004, + 0.07244834303855896, + 0.10653655976057053, + 0.1448618471622467, + 0.0640145018696785, + 0.15271443128585815, + 0.06640534102916718 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.02329447865486145 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1128978431224823 + ], + "opposite_logprob_tokens": [ + -2.2378978729248047 + ], + "logprob_reward": -0.1128978431224823, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1128978431224823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061299897730350494, + 0.0592908076941967, + 0.07287111133337021, + 0.09255994856357574, + 0.19861814379692078, + 0.2299034595489502, + 0.1416880041360855, + 0.051078587770462036, + 0.057410504668951035, + 0.03527950495481491 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.1128978431224823 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232884231954813 + ], + "opposite_logprob_tokens": [ + -3.7732884883880615 + ], + "logprob_reward": -0.0232884231954813, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232884231954813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08698111772537231, + 0.05474526807665825, + 0.06425676494836807, + 0.07173506915569305, + 0.2173084020614624, + 0.15372884273529053, + 0.17681212723255157, + 0.06869418919086456, + 0.04454980045557022, + 0.06118837743997574 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.0232884231954813 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a gaunt, silver-haired elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting, traditional white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera rotate 360 degrees around the subject in a smooth arc while keeping him centered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's arms rising slowly from the front to the sides in perfect circular paths with extended fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a park corner featuring lush old trees, dew-laden leaves, and morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534058652818203 + ], + "opposite_logprob_tokens": [ + -4.387534141540527 + ], + "logprob_reward": -0.012534058652818203, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534058652818203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12497221678495407, + 0.059421997517347336, + 0.05455762892961502, + 0.07142717391252518, + 0.08505868166685104, + 0.2995975613594055, + 0.17700442671775818, + 0.09084076434373856, + 0.020168917253613472, + 0.01695072278380394 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.012534058652818203 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_15/index_tensor([6078, 6078])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_15/index_tensor([6078, 6078])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..681824ce9b972e14170ec0dc4ddbda3f3374315d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_15/index_tensor([6078, 6078])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This is an extremely low-angle tracking shot, captured by a car-mounted camera, positioned just inches above the gleaming, wet asphalt of a nighttime city street. The camera moves smoothly forward, employing a very shallow depth of field to keep a pair of inline skates in sharp focus as the central subject. The skates feature matte black composite boots, bearing subtle signs of wear and tear from use, and vibrant teal laces and side panels. Their translucent polyurethane wheels spin rapidly, stirring up a nearly invisible mist from the wet sidewalk. The movement is fluid and continuous; a single skate rhythmically pushes off the ground, propelling the skater on a long, effortless glide. In stark contrast to the incredibly detailed skates, the entire surrounding environment and city lights melt into a creamy, abstract bokeh. Distant traffic lights, neon storefront signs, and streetlights transform into vast, soft, overlapping spheres of electric blue, fiery orange, and cool white, streaking horizontally across the frame, conveying a powerful sense of speed. The play of light is dynamic, with colorful bokeh reflecting beautifully off the wet asphalt and polished skate frames, creating a visually rich, immersive atmosphere that feels both vibrant and dreamy.", + "seed": 2576, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_15/index_6078_seed_2576_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05868120505474508, + "vlm_logprob": -0.05868120505474508, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.05868120505474508, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11675582826137543 + ], + "opposite_logprob_tokens": [ + -2.241755723953247 + ], + "logprob_reward": -0.11675582826137543, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11675582826137543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1609411984682083, + 0.07806821912527084, + 0.060972705483436584, + 0.08312813937664032, + 0.07110215723514557, + 0.05375012010335922, + 0.1713438332080841, + 0.08137816935777664, + 0.056409791111946106, + 0.1829056590795517 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.11675582826137543 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205377355217934 + ], + "opposite_logprob_tokens": [ + -2.812053680419922 + ], + "logprob_reward": -0.06205377355217934, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205377355217934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10716734826564789, + 0.11716893315315247, + 0.022028371691703796, + 0.014159691520035267, + 0.0725993737578392, + 0.02480386570096016, + 0.07561089843511581, + 0.020992839708924294, + 0.35922133922576904, + 0.186247318983078 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.06205377355217934 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897313684225082 + ], + "opposite_logprob_tokens": [ + -2.5789730548858643 + ], + "logprob_reward": -0.07897313684225082, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897313684225082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11647773534059525, + 0.2105579674243927, + 0.062256019562482834, + 0.08687694370746613, + 0.08458992093801498, + 0.04224403202533722, + 0.06861494481563568, + 0.15164752304553986, + 0.06533456593751907, + 0.11140036582946777 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.07897313684225082 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019406310748308897 + ], + "opposite_logprob_tokens": [ + -6.251940727233887 + ], + "logprob_reward": -0.0019406310748308897, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019406310748308897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09866397827863693, + 0.05007294565439224, + 0.1586301326751709, + 0.05698653310537338, + 0.07311853766441345, + 0.060030341148376465, + 0.1586625874042511, + 0.06705494225025177, + 0.13860094547271729, + 0.13817909359931946 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.0019406310748308897 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368265554308891 + ], + "opposite_logprob_tokens": [ + -3.4086825847625732 + ], + "logprob_reward": -0.03368265554308891, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368265554308891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09735079854726791, + 0.11395891010761261, + 0.05236411467194557, + 0.10738915950059891, + 0.06488259881734848, + 0.03580600023269653, + 0.13384337723255157, + 0.06653054058551788, + 0.15545977652072906, + 0.17241472005844116 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.03368265554308891 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This is an extremely low-angle tracking shot, captured by a car-mounted camera, positioned just inches above the gleaming, wet asphalt of a nighttime city street. The camera moves smoothly forward, employing a very shallow depth of field to keep a pair of inline skates in sharp focus as the central subject. The skates feature matte black composite boots, bearing subtle signs of wear and tear from use, and vibrant teal laces and side panels. Their translucent polyurethane wheels spin rapidly, stirring up a nearly invisible mist from the wet sidewalk. The movement is fluid and continuous; a single skate rhythmically pushes off the ground, propelling the skater on a long, effortless glide. In stark contrast to the incredibly detailed skates, the entire surrounding environment and city lights melt into a creamy, abstract bokeh. Distant traffic lights, neon storefront signs, and streetlights transform into vast, soft, overlapping spheres of electric blue, fiery orange, and cool white, streaking horizontally across the frame, conveying a powerful sense of speed. The play of light is dynamic, with colorful bokeh reflecting beautifully off the wet asphalt and polished skate frames, creating a visually rich, immersive atmosphere that feels both vibrant and dreamy.", + "seed": 2577, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_15/index_6078_seed_2577_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17226115362718702, + "vlm_logprob": -0.17226115362718702, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.17226115362718702, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4782077670097351 + ], + "opposite_logprob_tokens": [ + -0.9782077670097351 + ], + "logprob_reward": -0.4782077670097351, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4782077670097351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6886975765228271, + 0.027461431920528412, + 0.024113424122333527, + 0.04353627562522888, + 0.035138268023729324, + 0.03782743588089943, + 0.031210001558065414, + 0.024726945906877518, + 0.031089622527360916, + 0.05619899556040764 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.4782077670097351 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905243873596191 + ], + "opposite_logprob_tokens": [ + -2.464052438735962 + ], + "logprob_reward": -0.08905243873596191, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905243873596191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5779285430908203, + 0.04114483669400215, + 0.055396534502506256, + 0.03174978867173195, + 0.04157610982656479, + 0.022138748317956924, + 0.03288382664322853, + 0.09310994297266006, + 0.028712060302495956, + 0.07535954564809799 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.08905243873596191 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098706413060427 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.004098706413060427, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098706413060427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.519470751285553, + 0.037595897912979126, + 0.02658790536224842, + 0.07069211453199387, + 0.05153433606028557, + 0.061792612075805664, + 0.05196346342563629, + 0.09938888251781464, + 0.0398315005004406, + 0.04114250838756561 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.004098706413060427 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864654965698719 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.00864654965698719, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864654965698719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6448282599449158, + 0.06675533950328827, + 0.023796897381544113, + 0.028770489618182182, + 0.04548521339893341, + 0.05098697543144226, + 0.03937974572181702, + 0.02468353509902954, + 0.04472510516643524, + 0.030588505789637566 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.00864654965698719 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28130030632019043 + ], + "opposite_logprob_tokens": [ + -1.4063003063201904 + ], + "logprob_reward": -0.28130030632019043, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28130030632019043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2629070580005646, + 0.025823522359132767, + 0.02373412996530533, + 0.04804904758930206, + 0.0915064886212349, + 0.15126867592334747, + 0.04417483136057854, + 0.043731752783060074, + 0.1754947006702423, + 0.13330982625484467 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.28130030632019043 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This is an extremely low-angle tracking shot, captured by a car-mounted camera, positioned just inches above the gleaming, wet asphalt of a nighttime city street. The camera moves smoothly forward, employing a very shallow depth of field to keep a pair of inline skates in sharp focus as the central subject. The skates feature matte black composite boots, bearing subtle signs of wear and tear from use, and vibrant teal laces and side panels. Their translucent polyurethane wheels spin rapidly, stirring up a nearly invisible mist from the wet sidewalk. The movement is fluid and continuous; a single skate rhythmically pushes off the ground, propelling the skater on a long, effortless glide. In stark contrast to the incredibly detailed skates, the entire surrounding environment and city lights melt into a creamy, abstract bokeh. Distant traffic lights, neon storefront signs, and streetlights transform into vast, soft, overlapping spheres of electric blue, fiery orange, and cool white, streaking horizontally across the frame, conveying a powerful sense of speed. The play of light is dynamic, with colorful bokeh reflecting beautifully off the wet asphalt and polished skate frames, creating a visually rich, immersive atmosphere that feels both vibrant and dreamy.", + "seed": 2578, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_15/index_6078_seed_2578_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15563226649537681, + "vlm_logprob": -0.15563226649537681, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.15563226649537681, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5803691744804382 + ], + "opposite_logprob_tokens": [ + -0.8303691744804382 + ], + "logprob_reward": -0.5803691744804382, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5803691744804382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11092354357242584, + 0.4100198447704315, + 0.02657398208975792, + 0.11435817927122116, + 0.045668959617614746, + 0.1000363901257515, + 0.07254602015018463, + 0.024601606652140617, + 0.05195003002882004, + 0.04332144558429718 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.5803691744804382 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062062960118055344 + ], + "opposite_logprob_tokens": [ + -2.812062978744507 + ], + "logprob_reward": -0.062062960118055344, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062062960118055344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07924973964691162, + 0.25133731961250305, + 0.02566974051296711, + 0.02751888893544674, + 0.051464371383190155, + 0.11596327275037766, + 0.04995961859822273, + 0.2502805292606354, + 0.08183913677930832, + 0.06671742349863052 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.062062960118055344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186016008257866 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.018186016008257866, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186016008257866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.087779201567173, + 0.453765332698822, + 0.013755304738879204, + 0.046316709369421005, + 0.02513854019343853, + 0.14923961460590363, + 0.019148681312799454, + 0.05935230851173401, + 0.0990583524107933, + 0.04644591361284256 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.018186016008257866 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046386257745325565 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.0046386257745325565, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046386257745325565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1763794720172882, + 0.20258782804012299, + 0.028812838718295097, + 0.054230451583862305, + 0.03959742560982704, + 0.06392358988523483, + 0.08804328739643097, + 0.05362016335129738, + 0.05637963488698006, + 0.23642534017562866 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.0046386257745325565 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290455609560013 + ], + "opposite_logprob_tokens": [ + -2.2379045486450195 + ], + "logprob_reward": -0.11290455609560013, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290455609560013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04375656321644783, + 0.4356987178325653, + 0.024596821516752243, + 0.023075062781572342, + 0.019962545484304428, + 0.04504755511879921, + 0.053542524576187134, + 0.18193595111370087, + 0.12279602140188217, + 0.04958826303482056 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.11290455609560013 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This is an extremely low-angle tracking shot, captured by a car-mounted camera, positioned just inches above the gleaming, wet asphalt of a nighttime city street. The camera moves smoothly forward, employing a very shallow depth of field to keep a pair of inline skates in sharp focus as the central subject. The skates feature matte black composite boots, bearing subtle signs of wear and tear from use, and vibrant teal laces and side panels. Their translucent polyurethane wheels spin rapidly, stirring up a nearly invisible mist from the wet sidewalk. The movement is fluid and continuous; a single skate rhythmically pushes off the ground, propelling the skater on a long, effortless glide. In stark contrast to the incredibly detailed skates, the entire surrounding environment and city lights melt into a creamy, abstract bokeh. Distant traffic lights, neon storefront signs, and streetlights transform into vast, soft, overlapping spheres of electric blue, fiery orange, and cool white, streaking horizontally across the frame, conveying a powerful sense of speed. The play of light is dynamic, with colorful bokeh reflecting beautifully off the wet asphalt and polished skate frames, creating a visually rich, immersive atmosphere that feels both vibrant and dreamy.", + "seed": 2579, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_15/index_6078_seed_2579_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16025271299295127, + "vlm_logprob": -0.16025271299295127, + "vlm_yes_no_margin": 2.924999976158142, + "vlm_token_credit": -0.16025271299295127, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.530512273311615 + ], + "opposite_logprob_tokens": [ + -0.905512273311615 + ], + "logprob_reward": -0.530512273311615, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.530512273311615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09591405093669891, + 0.1967342495918274, + 0.06893327832221985, + 0.07640191167593002, + 0.09597564488649368, + 0.06937910616397858, + 0.11531530320644379, + 0.012758017517626286, + 0.026861153542995453, + 0.24172726273536682 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.530512273311615 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704406678676605 + ], + "opposite_logprob_tokens": [ + -2.1270439624786377 + ], + "logprob_reward": -0.12704406678676605, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12704406678676605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2701457142829895, + 0.18475694954395294, + 0.09107772260904312, + 0.07066696882247925, + 0.04753163084387779, + 0.04759734869003296, + 0.03565813601016998, + 0.053818728774785995, + 0.045905034989118576, + 0.1528417021036148 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.12704406678676605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202939346432686 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014202939346432686, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202939346432686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051419321447610855, + 0.06300108879804611, + 0.01566481962800026, + 0.03297193720936775, + 0.04548005387187004, + 0.08262451738119125, + 0.008313837461173534, + 0.006324883084744215, + 0.020451316609978676, + 0.673748254776001 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.014202939346432686 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249182409606874 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.00249182409606874, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249182409606874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12271154671907425, + 0.14441965520381927, + 0.1156265139579773, + 0.06965502351522446, + 0.037028487771749496, + 0.07922670990228653, + 0.05039767920970917, + 0.02426947094500065, + 0.056538175791502, + 0.3001267611980438 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.00249182409606874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a very low angle, just inches above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central subjects a pair of inline skates with matte black boots and vibrant teal laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a nighttime city street with wet asphalt reflecting colorful lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video employ a shallow depth of field where the skates are sharp but the background melts into creamy bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly forward while the skates glide continuously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270124614238739 + ], + "opposite_logprob_tokens": [ + -2.1270124912261963 + ], + "logprob_reward": -0.1270124614238739, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270124614238739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1715673953294754, + 0.12257920950651169, + 0.07781814783811569, + 0.26970764994621277, + 0.03624542057514191, + 0.05504344031214714, + 0.06346140056848526, + 0.0401545912027359, + 0.06977439671754837, + 0.09364830702543259 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.1270124614238739 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_2/index_tensor([4084, 4084])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_2/index_tensor([4084, 4084])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b3c4acdd9455de4616160f91e6b34c50b8f1268c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_2/index_tensor([4084, 4084])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot captures the stark, black silhouettes of two figures in bulky, patched-up extravehicular suits, their forms defined by the sharp outlines of large, round helmets and boxy life-support systems. They work carefully on the skeleton of a derelict satellite, its own outline a complex tangle of broken antennas and shattered solar panels. These stark, graphic forms contrast sharply with the bright, swirling tones of a distant galaxy, which churns a vibrant palette of deep burgundy, electric cyan, and luminous gold. The entire scene is rendered in a striking, high-contrast silhouette animation style, the only source of light coming from the glow of the clouds behind. One of the figures' movements is interrupted by a brief, sharp burst of pale light from the maneuvering thrusters on their backs, a silent jet that momentarily illuminates the edge of their suits, while the other steadily applies a tool, producing tiny, intense white sparks where it contacts the satellite's dark matter, creating an atmosphere of quiet, focused effort against a backdrop of cosmic grandeur and quiet awe.", + "seed": 31993, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_2/index_4084_seed_31993_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02922356124036014, + "vlm_logprob": -0.02922356124036014, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.02922356124036014, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019115516915917397 + ], + "opposite_logprob_tokens": [ + -4.019115447998047 + ], + "logprob_reward": -0.019115516915917397, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019115516915917397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27571380138397217, + 0.05594722926616669, + 0.07800660282373428, + 0.05626678839325905, + 0.04789280891418457, + 0.10183736681938171, + 0.1033453643321991, + 0.06634385138750076, + 0.159062460064888, + 0.05558379366993904 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.019115516915917397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004527002573013 + ], + "opposite_logprob_tokens": [ + -2.695045232772827 + ], + "logprob_reward": -0.07004527002573013, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004527002573013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48284098505973816, + 0.10394451767206192, + 0.05987795442342758, + 0.030219169333577156, + 0.025417707860469818, + 0.0473080575466156, + 0.08727596700191498, + 0.08219874650239944, + 0.04206908866763115, + 0.03884776309132576 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.07004527002573013 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305415228009224 + ], + "opposite_logprob_tokens": [ + -3.1680541038513184 + ], + "logprob_reward": -0.04305415228009224, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305415228009224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46675601601600647, + 0.07816848903894424, + 0.06283056735992432, + 0.04018109291791916, + 0.027472438290715218, + 0.033877599984407425, + 0.133819118142128, + 0.05798644945025444, + 0.0493825227022171, + 0.049525707960128784 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.04305415228009224 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028225842397660017 + ], + "opposite_logprob_tokens": [ + -5.877822399139404 + ], + "logprob_reward": -0.0028225842397660017, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028225842397660017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11807774007320404, + 0.09045054763555527, + 0.08745699375867844, + 0.04244053736329079, + 0.04021283984184265, + 0.0663052424788475, + 0.12055163830518723, + 0.053439393639564514, + 0.23787465691566467, + 0.1431904435157776 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.0028225842397660017 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080282740294933 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080282740294933, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080282740294933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14678576588630676, + 0.07448078691959381, + 0.10853570699691772, + 0.12039503455162048, + 0.16151143610477448, + 0.0498494990170002, + 0.08165853470563889, + 0.07631513476371765, + 0.1310424953699112, + 0.049425531178712845 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.011080282740294933 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot captures the stark, black silhouettes of two figures in bulky, patched-up extravehicular suits, their forms defined by the sharp outlines of large, round helmets and boxy life-support systems. They work carefully on the skeleton of a derelict satellite, its own outline a complex tangle of broken antennas and shattered solar panels. These stark, graphic forms contrast sharply with the bright, swirling tones of a distant galaxy, which churns a vibrant palette of deep burgundy, electric cyan, and luminous gold. The entire scene is rendered in a striking, high-contrast silhouette animation style, the only source of light coming from the glow of the clouds behind. One of the figures' movements is interrupted by a brief, sharp burst of pale light from the maneuvering thrusters on their backs, a silent jet that momentarily illuminates the edge of their suits, while the other steadily applies a tool, producing tiny, intense white sparks where it contacts the satellite's dark matter, creating an atmosphere of quiet, focused effort against a backdrop of cosmic grandeur and quiet awe.", + "seed": 31994, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_2/index_4084_seed_31994_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04520560191012919, + "vlm_logprob": -0.04520560191012919, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.04520560191012919, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05016053840517998 + ], + "opposite_logprob_tokens": [ + -3.0501606464385986 + ], + "logprob_reward": -0.05016053840517998, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05016053840517998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1837465465068817, + 0.04336407408118248, + 0.04879807308316231, + 0.03275155648589134, + 0.05801406875252724, + 0.520066499710083, + 0.03458061069250107, + 0.02110457420349121, + 0.01689864508807659, + 0.04067540541291237 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.05016053840517998 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296162754297256 + ], + "opposite_logprob_tokens": [ + -2.237961530685425 + ], + "logprob_reward": -0.11296162754297256, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296162754297256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44682028889656067, + 0.06287403404712677, + 0.03341951221227646, + 0.022280067205429077, + 0.04912968724966049, + 0.3012651205062866, + 0.01605597883462906, + 0.018840700387954712, + 0.018956119194626808, + 0.030358463525772095 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.11296162754297256 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038094662129879 + ], + "opposite_logprob_tokens": [ + -3.2880947589874268 + ], + "logprob_reward": -0.038094662129879, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038094662129879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22262372076511383, + 0.06314115226268768, + 0.06576568633317947, + 0.043950822204351425, + 0.026032481342554092, + 0.49654054641723633, + 0.02428918145596981, + 0.012907476164400578, + 0.020746678113937378, + 0.02400236204266548 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.038094662129879 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015149556566029787 + ], + "opposite_logprob_tokens": [ + -6.501514911651611 + ], + "logprob_reward": -0.0015149556566029787, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015149556566029787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34905555844306946, + 0.05160294473171234, + 0.03828541561961174, + 0.023758934810757637, + 0.018254226073622704, + 0.3943396210670471, + 0.037156470119953156, + 0.009732628241181374, + 0.01405329629778862, + 0.06376093626022339 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.0015149556566029787 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329622581601143 + ], + "opposite_logprob_tokens": [ + -3.7732961177825928 + ], + "logprob_reward": -0.02329622581601143, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329622581601143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1733967363834381, + 0.044068820774555206, + 0.0379573218524456, + 0.027913156896829605, + 0.08066873997449875, + 0.39424580335617065, + 0.01877371221780777, + 0.030522717162966728, + 0.02286892756819725, + 0.16958405077457428 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.02329622581601143 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot captures the stark, black silhouettes of two figures in bulky, patched-up extravehicular suits, their forms defined by the sharp outlines of large, round helmets and boxy life-support systems. They work carefully on the skeleton of a derelict satellite, its own outline a complex tangle of broken antennas and shattered solar panels. These stark, graphic forms contrast sharply with the bright, swirling tones of a distant galaxy, which churns a vibrant palette of deep burgundy, electric cyan, and luminous gold. The entire scene is rendered in a striking, high-contrast silhouette animation style, the only source of light coming from the glow of the clouds behind. One of the figures' movements is interrupted by a brief, sharp burst of pale light from the maneuvering thrusters on their backs, a silent jet that momentarily illuminates the edge of their suits, while the other steadily applies a tool, producing tiny, intense white sparks where it contacts the satellite's dark matter, creating an atmosphere of quiet, focused effort against a backdrop of cosmic grandeur and quiet awe.", + "seed": 31995, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_2/index_4084_seed_31995_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.024842707440257072, + "vlm_logprob": -0.024842707440257072, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.024842707440257072, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0271708145737648 + ], + "opposite_logprob_tokens": [ + -3.6521708965301514 + ], + "logprob_reward": -0.0271708145737648, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0271708145737648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12561188638210297, + 0.026551509276032448, + 0.5383841395378113, + 0.052863799035549164, + 0.03466632217168808, + 0.05669461563229561, + 0.05096582695841789, + 0.03385845199227333, + 0.048564061522483826, + 0.03183934837579727 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0271708145737648 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263565294444561 + ], + "opposite_logprob_tokens": [ + -3.6513564586639404 + ], + "logprob_reward": -0.0263565294444561, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263565294444561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16828763484954834, + 0.04806309938430786, + 0.39128634333610535, + 0.0933317244052887, + 0.0812121108174324, + 0.0483633391559124, + 0.03757128864526749, + 0.032373134046792984, + 0.04973769932985306, + 0.049773648381233215 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0263565294444561 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054948993027210236 + ], + "opposite_logprob_tokens": [ + -2.9299490451812744 + ], + "logprob_reward": -0.054948993027210236, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054948993027210236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10208818316459656, + 0.03931526839733124, + 0.28516221046447754, + 0.06203556805849075, + 0.031772758811712265, + 0.016721626743674278, + 0.10360179096460342, + 0.228474959731102, + 0.02182304486632347, + 0.10900457948446274 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.054948993027210236 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952132865786552 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952132865786552, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952132865786552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1317758709192276, + 0.13017341494560242, + 0.08688415586948395, + 0.15453720092773438, + 0.059308890253305435, + 0.04125243425369263, + 0.09428662061691284, + 0.12222003936767578, + 0.048448629677295685, + 0.13111275434494019 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.005952132865786552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785067290067673 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.009785067290067673, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785067290067673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12137849628925323, + 0.08407799154520035, + 0.4698116183280945, + 0.05154205486178398, + 0.03161546587944031, + 0.04269785061478615, + 0.032028164714574814, + 0.04583361744880676, + 0.02587220072746277, + 0.09514251351356506 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.009785067290067673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot captures the stark, black silhouettes of two figures in bulky, patched-up extravehicular suits, their forms defined by the sharp outlines of large, round helmets and boxy life-support systems. They work carefully on the skeleton of a derelict satellite, its own outline a complex tangle of broken antennas and shattered solar panels. These stark, graphic forms contrast sharply with the bright, swirling tones of a distant galaxy, which churns a vibrant palette of deep burgundy, electric cyan, and luminous gold. The entire scene is rendered in a striking, high-contrast silhouette animation style, the only source of light coming from the glow of the clouds behind. One of the figures' movements is interrupted by a brief, sharp burst of pale light from the maneuvering thrusters on their backs, a silent jet that momentarily illuminates the edge of their suits, while the other steadily applies a tool, producing tiny, intense white sparks where it contacts the satellite's dark matter, creating an atmosphere of quiet, focused effort against a backdrop of cosmic grandeur and quiet awe.", + "seed": 31996, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_2/index_4084_seed_31996_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12500104755163194, + "vlm_logprob": -0.12500104755163194, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.12500104755163194, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03463206812739372 + ], + "opposite_logprob_tokens": [ + -3.4096319675445557 + ], + "logprob_reward": -0.03463206812739372, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03463206812739372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29144760966300964, + 0.06008734926581383, + 0.07904308289289474, + 0.09887027740478516, + 0.17231371998786926, + 0.03631752356886864, + 0.03182629868388176, + 0.04026339203119278, + 0.07245012372732162, + 0.11738064140081406 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.03463206812739372 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710422277450562 + ], + "opposite_logprob_tokens": [ + -2.1271042823791504 + ], + "logprob_reward": -0.12710422277450562, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710422277450562, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1871386170387268, + 0.1402372419834137, + 0.05557078868150711, + 0.06102779880166054, + 0.29428592324256897, + 0.020537391304969788, + 0.023637227714061737, + 0.026747724041342735, + 0.044222041964530945, + 0.14659525454044342 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.12710422277450562 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288882315158844 + ], + "opposite_logprob_tokens": [ + -1.053888201713562 + ], + "logprob_reward": -0.4288882315158844, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288882315158844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3005088269710541, + 0.1365634649991989, + 0.039227887988090515, + 0.06639854609966278, + 0.2247074991464615, + 0.030338935554027557, + 0.04750867560505867, + 0.031011279672384262, + 0.03212470933794975, + 0.0916101485490799 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.4288882315158844 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329937182366848 + ], + "opposite_logprob_tokens": [ + -3.7732994556427 + ], + "logprob_reward": -0.02329937182366848, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329937182366848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3241674602031708, + 0.08650356531143188, + 0.06587394326925278, + 0.08003389835357666, + 0.08255745470523834, + 0.06331554055213928, + 0.04461196810007095, + 0.05216745659708977, + 0.05835681036114693, + 0.14241178333759308 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.02329937182366848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two figures wearing bulky, patched-up extravehicular suits with large round helmets visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a derelict satellite with broken antennas and shattered solar panels present in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a distant galaxy with swirling tones of deep burgundy, electric cyan, and luminous gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a high-contrast silhouette animation where the only light source is the glow behind the figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does one figure emit a brief burst of pale light from thrusters while the other creates tiny white sparks with a tool?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108134351670742 + ], + "opposite_logprob_tokens": [ + -4.511081218719482 + ], + "logprob_reward": -0.01108134351670742, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108134351670742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22986550629138947, + 0.08238648623228073, + 0.05073753744363785, + 0.04753165692090988, + 0.14584796130657196, + 0.02788129821419716, + 0.08013676106929779, + 0.05722871050238609, + 0.10793900489807129, + 0.17044508457183838 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.01108134351670742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_3/index_tensor([7792, 7792])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_3/index_tensor([7792, 7792])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c6ece2cca8a69223f129cf0e80fc0612727d829c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_3/index_tensor([7792, 7792])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning, static macro shot, captured at eye level, focuses on a plump, furry, lime-green caterpillar. Initially curled into a tight \"C\" shape, it rests upon a broad, dark green leaf, its surface meticulously adorned with a series of shimmering, spherical dewdrops. Catching the low-angle golden glow of the early morning sun, these drops glitter like tiny gemstones, magnifying the leaf's intricate textures. The caterpillar begins to unfold with slow, deliberate grace; the movement is a fluid, muscular ripple that propagates along its form, methodically revealing its supple, segmented body. As it straightens, its fuzzy texture becomes apparent—a layer of delicate, translucent bristles that catch sunlight, creating a soft, luminous halo. The shallow depth of field dissolves the background into a creamy bokeh of emerald green foliage, creating an atmosphere of tranquility and serenity, imbued with the quiet wonder of nature's awakening.", + "seed": 5741, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_3/index_7792_seed_5741_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.00921787042170763, + "vlm_logprob": -0.00921787042170763, + "vlm_yes_no_margin": 4.974999952316284, + "vlm_token_credit": -0.00921787042170763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01289493590593338 + ], + "opposite_logprob_tokens": [ + -4.387895107269287 + ], + "logprob_reward": -0.01289493590593338, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01289493590593338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1686548888683319, + 0.14841002225875854, + 0.025056522339582443, + 0.06253685802221298, + 0.029265619814395905, + 0.07053066045045853, + 0.05247141420841217, + 0.12037527561187744, + 0.032006338238716125, + 0.29069238901138306 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.01289493590593338 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004650965798646212 + ], + "opposite_logprob_tokens": [ + -5.379651069641113 + ], + "logprob_reward": -0.004650965798646212, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004650965798646212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29046183824539185, + 0.12134022265672684, + 0.07531366497278214, + 0.08148476481437683, + 0.07647039741277695, + 0.08756259083747864, + 0.06681475043296814, + 0.08616863191127777, + 0.05523400008678436, + 0.0591491237282753 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.004650965798646212 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017190692014992237 + ], + "opposite_logprob_tokens": [ + -6.376718997955322 + ], + "logprob_reward": -0.0017190692014992237, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017190692014992237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1812109649181366, + 0.0916510820388794, + 0.09286249428987503, + 0.09180552512407303, + 0.10107430815696716, + 0.2666512429714203, + 0.022396473214030266, + 0.05934196710586548, + 0.02975746989250183, + 0.06324849277734756 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0017190692014992237 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818917691707611 + ], + "opposite_logprob_tokens": [ + -4.018188953399658 + ], + "logprob_reward": -0.01818917691707611, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818917691707611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3557518422603607, + 0.0664297416806221, + 0.11039775609970093, + 0.03959856927394867, + 0.05686559900641441, + 0.04995804280042648, + 0.09408789873123169, + 0.08696217089891434, + 0.05266737565398216, + 0.08728104084730148 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.01818917691707611 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635204285383224 + ], + "opposite_logprob_tokens": [ + -4.7586350440979 + ], + "logprob_reward": -0.008635204285383224, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635204285383224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17387525737285614, + 0.04649403691291809, + 0.20141614973545074, + 0.05416913330554962, + 0.035380762070417404, + 0.08562151342630386, + 0.120003342628479, + 0.1278715431690216, + 0.08229763060808182, + 0.07287073135375977 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.008635204285383224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning, static macro shot, captured at eye level, focuses on a plump, furry, lime-green caterpillar. Initially curled into a tight \"C\" shape, it rests upon a broad, dark green leaf, its surface meticulously adorned with a series of shimmering, spherical dewdrops. Catching the low-angle golden glow of the early morning sun, these drops glitter like tiny gemstones, magnifying the leaf's intricate textures. The caterpillar begins to unfold with slow, deliberate grace; the movement is a fluid, muscular ripple that propagates along its form, methodically revealing its supple, segmented body. As it straightens, its fuzzy texture becomes apparent—a layer of delicate, translucent bristles that catch sunlight, creating a soft, luminous halo. The shallow depth of field dissolves the background into a creamy bokeh of emerald green foliage, creating an atmosphere of tranquility and serenity, imbued with the quiet wonder of nature's awakening.", + "seed": 5742, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_3/index_7792_seed_5742_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.021582574117928743, + "vlm_logprob": -0.021582574117928743, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.021582574117928743, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003631902625784278 + ], + "opposite_logprob_tokens": [ + -5.878632068634033 + ], + "logprob_reward": -0.003631902625784278, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.003631902625784278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2508596181869507, + 0.11290650069713593, + 0.05898832529783249, + 0.02318415977060795, + 0.05435720831155777, + 0.0514489971101284, + 0.032388798892498016, + 0.060880742967128754, + 0.09283597022294998, + 0.2621496915817261 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.003631902625784278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608080230653286 + ], + "opposite_logprob_tokens": [ + -4.141080856323242 + ], + "logprob_reward": -0.01608080230653286, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608080230653286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45984169840812683, + 0.08886304497718811, + 0.0189057644456625, + 0.016994774341583252, + 0.0138202253729105, + 0.019969666376709938, + 0.016579845920205116, + 0.015358061529695988, + 0.08328308165073395, + 0.2663838863372803 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.01608080230653286 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024927754420787096 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.0024927754420787096, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024927754420787096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21891643106937408, + 0.13339580595493317, + 0.02535712532699108, + 0.07993939518928528, + 0.0634537786245346, + 0.09349015355110168, + 0.020382262766361237, + 0.020611651241779327, + 0.12305966019630432, + 0.22139373421669006 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0024927754420787096 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897688448429108 + ], + "opposite_logprob_tokens": [ + -2.57897686958313 + ], + "logprob_reward": -0.07897688448429108, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897688448429108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27644237875938416, + 0.12929381430149078, + 0.0559920035302639, + 0.1485634595155716, + 0.04463924467563629, + 0.015426665544509888, + 0.006254559848457575, + 0.01904912479221821, + 0.01862243190407753, + 0.28571638464927673 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.07897688448429108 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006730505730956793 + ], + "opposite_logprob_tokens": [ + -5.006730556488037 + ], + "logprob_reward": -0.006730505730956793, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006730505730956793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18150797486305237, + 0.09493844211101532, + 0.022853909060359, + 0.041704773902893066, + 0.03464290872216225, + 0.0459444485604763, + 0.00934011209756136, + 0.014090651646256447, + 0.018225908279418945, + 0.5367509126663208 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.006730505730956793 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning, static macro shot, captured at eye level, focuses on a plump, furry, lime-green caterpillar. Initially curled into a tight \"C\" shape, it rests upon a broad, dark green leaf, its surface meticulously adorned with a series of shimmering, spherical dewdrops. Catching the low-angle golden glow of the early morning sun, these drops glitter like tiny gemstones, magnifying the leaf's intricate textures. The caterpillar begins to unfold with slow, deliberate grace; the movement is a fluid, muscular ripple that propagates along its form, methodically revealing its supple, segmented body. As it straightens, its fuzzy texture becomes apparent—a layer of delicate, translucent bristles that catch sunlight, creating a soft, luminous halo. The shallow depth of field dissolves the background into a creamy bokeh of emerald green foliage, creating an atmosphere of tranquility and serenity, imbued with the quiet wonder of nature's awakening.", + "seed": 5743, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_3/index_7792_seed_5743_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.008990154741331935, + "vlm_logprob": -0.008990154741331935, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.008990154741331935, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004110222216695547 + ], + "opposite_logprob_tokens": [ + -5.629110336303711 + ], + "logprob_reward": -0.004110222216695547, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004110222216695547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13410703837871552, + 0.0487024150788784, + 0.03647840395569801, + 0.11067290604114532, + 0.03773240000009537, + 0.23457038402557373, + 0.2541617453098297, + 0.04614907130599022, + 0.033544447273015976, + 0.06388126313686371 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.004110222216695547 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741872988641262 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.006741872988641262, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741872988641262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11401601880788803, + 0.0694296807050705, + 0.06872178614139557, + 0.18508578836917877, + 0.03239746019244194, + 0.2343219369649887, + 0.053128402680158615, + 0.038074951618909836, + 0.02356753870844841, + 0.18125642836093903 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.006741872988641262 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031945884693413973 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031945884693413973, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031945884693413973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07356318086385727, + 0.05461597815155983, + 0.01656915619969368, + 0.06553840637207031, + 0.04045243188738823, + 0.3538346290588379, + 0.07176109403371811, + 0.060638315975666046, + 0.018086502328515053, + 0.24494029581546783 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.0031945884693413973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328294888138771 + ], + "opposite_logprob_tokens": [ + -3.773283004760742 + ], + "logprob_reward": -0.02328294888138771, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328294888138771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14258752763271332, + 0.046348486095666885, + 0.10426873713731766, + 0.10159864276647568, + 0.1260453760623932, + 0.2598150968551636, + 0.06299667060375214, + 0.05130700394511223, + 0.021117456257343292, + 0.08391508460044861 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.02328294888138771 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007621141150593758 + ], + "opposite_logprob_tokens": [ + -4.8826212882995605 + ], + "logprob_reward": -0.007621141150593758, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007621141150593758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08193832635879517, + 0.05641871690750122, + 0.07773871719837189, + 0.1417715698480606, + 0.11699927598237991, + 0.20492520928382874, + 0.06823734939098358, + 0.0929235965013504, + 0.030004160478711128, + 0.1290431022644043 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.007621141150593758 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning, static macro shot, captured at eye level, focuses on a plump, furry, lime-green caterpillar. Initially curled into a tight \"C\" shape, it rests upon a broad, dark green leaf, its surface meticulously adorned with a series of shimmering, spherical dewdrops. Catching the low-angle golden glow of the early morning sun, these drops glitter like tiny gemstones, magnifying the leaf's intricate textures. The caterpillar begins to unfold with slow, deliberate grace; the movement is a fluid, muscular ripple that propagates along its form, methodically revealing its supple, segmented body. As it straightens, its fuzzy texture becomes apparent—a layer of delicate, translucent bristles that catch sunlight, creating a soft, luminous halo. The shallow depth of field dissolves the background into a creamy bokeh of emerald green foliage, creating an atmosphere of tranquility and serenity, imbued with the quiet wonder of nature's awakening.", + "seed": 5744, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_3/index_7792_seed_5744_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010191815556026995, + "vlm_logprob": -0.010191815556026995, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.010191815556026995, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002695738337934017 + ], + "opposite_logprob_tokens": [ + -6.127695560455322 + ], + "logprob_reward": -0.002695738337934017, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002695738337934017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11142510175704956, + 0.023743687197566032, + 0.037197843194007874, + 0.021210696548223495, + 0.04171144589781761, + 0.09583044052124023, + 0.08049780875444412, + 0.5163707137107849, + 0.02447722665965557, + 0.04753502458333969 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.002695738337934017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746609229594469 + ], + "opposite_logprob_tokens": [ + -5.006746768951416 + ], + "logprob_reward": -0.006746609229594469, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746609229594469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2184009552001953, + 0.10215633362531662, + 0.08032026141881943, + 0.05877693369984627, + 0.20978109538555145, + 0.08106017857789993, + 0.14222745597362518, + 0.04877776652574539, + 0.028445588424801826, + 0.030053414404392242 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.006746609229594469 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019440815085545182 + ], + "opposite_logprob_tokens": [ + -6.251944065093994 + ], + "logprob_reward": -0.0019440815085545182, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019440815085545182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10324092954397202, + 0.03762389346957207, + 0.029521385207772255, + 0.032468121498823166, + 0.07165119796991348, + 0.08476480096578598, + 0.16372182965278625, + 0.3684140741825104, + 0.03715018182992935, + 0.0714435949921608 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0019440815085545182 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798205941915512 + ], + "opposite_logprob_tokens": [ + -3.5297982692718506 + ], + "logprob_reward": -0.029798205941915512, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798205941915512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1430312991142273, + 0.09225049614906311, + 0.022414807230234146, + 0.03769331052899361, + 0.06355240195989609, + 0.05435075983405113, + 0.34912875294685364, + 0.11917109042406082, + 0.031186945736408234, + 0.08722015470266342 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.029798205941915512 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, furry, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar initially curled into a tight 'C' shape on a broad, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar unfold with a slow, fluid, muscular ripple motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are shimmering, spherical dewdrops visible on the leaf surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static macro view with a shallow depth of field creating a creamy bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977444276213646 + ], + "opposite_logprob_tokens": [ + -4.634774208068848 + ], + "logprob_reward": -0.00977444276213646, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977444276213646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1270313858985901, + 0.07855573296546936, + 0.048062216490507126, + 0.06156628578901291, + 0.1191043108701706, + 0.10587257891893387, + 0.28107163310050964, + 0.09294143319129944, + 0.04273770749568939, + 0.043056681752204895 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.00977444276213646 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_4/index_tensor([4532, 4532])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_4/index_tensor([4532, 4532])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..31ef3e6cc04a051ae3d53a66d32159b8e9f75656 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_4/index_tensor([4532, 4532])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up shot from a slightly elevated angle with a static camera focuses intensely on a single, delicious croissant resting on a dark, non-reflective obsidian surface. The background is plunged into a soft, out-of-focus darkness, ensuring that all attention remains on the subject. Under the dramatic effect of a single light's warm, cinematic glow, the pastry's golden-brown, ultra-thin crust shimmers with an almost magical quality, highlighting each delicate, paper-thin layer. As the pastry begins to bubbling, the action unfolds slowly and gracefully; its perfectly baked structure begins to sag, its crispy layers meticulously dissolving and collapsing. This transformation is not a chaotic melting, but a deliberate, graceful dissolution, as the solid form inexorably gives way to a growing pool of golden, buttery liquid, spreading outward from its base. Thick and viscous, its surface catches the strong light with a rich, syrupy sheen, creating an atmosphere of captivating luxury that is both surreal and deeply satisfying.", + "seed": 19498, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_4/index_4532_seed_19498_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06486060097813606, + "vlm_logprob": -0.06486060097813606, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.06486060097813606, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03099958971142769 + ], + "opposite_logprob_tokens": [ + -3.5309996604919434 + ], + "logprob_reward": -0.03099958971142769, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03099958971142769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0769117921590805, + 0.14522439241409302, + 0.09086523950099945, + 0.029601333662867546, + 0.08095763623714447, + 0.07636759430170059, + 0.21729189157485962, + 0.1788715124130249, + 0.06409630924463272, + 0.03981231525540352 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.03099958971142769 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521553039550781 + ], + "opposite_logprob_tokens": [ + -1.5021553039550781 + ], + "logprob_reward": -0.2521553039550781, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521553039550781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11550622433423996, + 0.09349675476551056, + 0.05140950530767441, + 0.19068029522895813, + 0.10688183456659317, + 0.10226725041866302, + 0.2434161752462387, + 0.033023446798324585, + 0.02508786879479885, + 0.03823063522577286 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.2521553039550781 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300651460886 + ], + "opposite_logprob_tokens": [ + -3.7733006477355957 + ], + "logprob_reward": -0.023300651460886, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300651460886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05636608228087425, + 0.1366022676229477, + 0.04088558256626129, + 0.10620985925197601, + 0.19090287387371063, + 0.19028812646865845, + 0.12124950438737869, + 0.05729500576853752, + 0.07542775571346283, + 0.02477291226387024 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.023300651460886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006759278476238251 + ], + "opposite_logprob_tokens": [ + -5.006759166717529 + ], + "logprob_reward": -0.006759278476238251, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006759278476238251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08945334702730179, + 0.14655888080596924, + 0.03393123671412468, + 0.05159108713269234, + 0.16284537315368652, + 0.07141750305891037, + 0.16917787492275238, + 0.053013674914836884, + 0.15941357612609863, + 0.06259743124246597 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.006759278476238251 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088181287050247 + ], + "opposite_logprob_tokens": [ + -4.5110883712768555 + ], + "logprob_reward": -0.011088181287050247, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088181287050247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11239168792963028, + 0.03836145997047424, + 0.08962837606668472, + 0.024446262046694756, + 0.09402322769165039, + 0.10857892781496048, + 0.18925632536411285, + 0.19095379114151, + 0.1302625834941864, + 0.022097336128354073 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.011088181287050247 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a slightly elevated angle with a static camera focuses intensely on a single, delicious croissant resting on a dark, non-reflective obsidian surface. The background is plunged into a soft, out-of-focus darkness, ensuring that all attention remains on the subject. Under the dramatic effect of a single light's warm, cinematic glow, the pastry's golden-brown, ultra-thin crust shimmers with an almost magical quality, highlighting each delicate, paper-thin layer. As the pastry begins to bubbling, the action unfolds slowly and gracefully; its perfectly baked structure begins to sag, its crispy layers meticulously dissolving and collapsing. This transformation is not a chaotic melting, but a deliberate, graceful dissolution, as the solid form inexorably gives way to a growing pool of golden, buttery liquid, spreading outward from its base. Thick and viscous, its surface catches the strong light with a rich, syrupy sheen, creating an atmosphere of captivating luxury that is both surreal and deeply satisfying.", + "seed": 19499, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_4/index_4532_seed_19499_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09329471634700895, + "vlm_logprob": -0.09329471634700895, + "vlm_yes_no_margin": 4.200000011920929, + "vlm_token_credit": -0.09329471634700895, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023086918517947197 + ], + "opposite_logprob_tokens": [ + -3.8980870246887207 + ], + "logprob_reward": -0.023086918517947197, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023086918517947197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054524775594472885, + 0.02460595779120922, + 0.038386471569538116, + 0.037331245839595795, + 0.09205901622772217, + 0.11938955634832382, + 0.2274159938097, + 0.13978399336338043, + 0.1782434731721878, + 0.08825948089361191 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.023086918517947197 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42894119024276733 + ], + "opposite_logprob_tokens": [ + -1.053941249847412 + ], + "logprob_reward": -0.42894119024276733, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42894119024276733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12817558646202087, + 0.11223500967025757, + 0.036149948835372925, + 0.14915600419044495, + 0.039275068789720535, + 0.04029113054275513, + 0.0999789908528328, + 0.2307305932044983, + 0.07246678322553635, + 0.0915408805012703 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.42894119024276733 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747082807123661 + ], + "opposite_logprob_tokens": [ + -5.006747245788574 + ], + "logprob_reward": -0.006747082807123661, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747082807123661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0721227303147316, + 0.05437999591231346, + 0.040987931191921234, + 0.4964357018470764, + 0.03751225396990776, + 0.034852348268032074, + 0.10816887766122818, + 0.017022445797920227, + 0.10961514711380005, + 0.028902554884552956 + ], + "top_frames": [ + 3, + 8, + 6 + ], + "selected_reward": -0.006747082807123661 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017312075942754745 + ], + "opposite_logprob_tokens": [ + -6.3767313957214355 + ], + "logprob_reward": -0.0017312075942754745, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017312075942754745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09692040830850601, + 0.07261436432600021, + 0.04052399471402168, + 0.09480413049459457, + 0.07914157956838608, + 0.039711274206638336, + 0.2068658322095871, + 0.1482308954000473, + 0.1799672544002533, + 0.041220296174287796 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.0017312075942754745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005967182572931051 + ], + "opposite_logprob_tokens": [ + -5.130967140197754 + ], + "logprob_reward": -0.005967182572931051, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005967182572931051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13177622854709625, + 0.019951744005084038, + 0.04060758277773857, + 0.04625716432929039, + 0.05949828773736954, + 0.07306040823459625, + 0.2336287647485733, + 0.07296440005302429, + 0.17858541011810303, + 0.14367002248764038 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.005967182572931051 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a slightly elevated angle with a static camera focuses intensely on a single, delicious croissant resting on a dark, non-reflective obsidian surface. The background is plunged into a soft, out-of-focus darkness, ensuring that all attention remains on the subject. Under the dramatic effect of a single light's warm, cinematic glow, the pastry's golden-brown, ultra-thin crust shimmers with an almost magical quality, highlighting each delicate, paper-thin layer. As the pastry begins to bubbling, the action unfolds slowly and gracefully; its perfectly baked structure begins to sag, its crispy layers meticulously dissolving and collapsing. This transformation is not a chaotic melting, but a deliberate, graceful dissolution, as the solid form inexorably gives way to a growing pool of golden, buttery liquid, spreading outward from its base. Thick and viscous, its surface catches the strong light with a rich, syrupy sheen, creating an atmosphere of captivating luxury that is both surreal and deeply satisfying.", + "seed": 19500, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_4/index_4532_seed_19500_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13422957295551896, + "vlm_logprob": -0.13422957295551896, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.13422957295551896, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0061867390759289265 + ], + "opposite_logprob_tokens": [ + -5.2561869621276855 + ], + "logprob_reward": -0.0061867390759289265, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0061867390759289265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1755673736333847, + 0.07842673361301422, + 0.04040854424238205, + 0.0524538978934288, + 0.241916224360466, + 0.0721127912402153, + 0.12226583063602448, + 0.11192572116851807, + 0.07205026596784592, + 0.032872654497623444 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.0061867390759289265 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328451633453369 + ], + "opposite_logprob_tokens": [ + -0.7578451633453369 + ], + "logprob_reward": -0.6328451633453369, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328451633453369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06406513601541519, + 0.026657361537218094, + 0.03503549471497536, + 0.017632324248552322, + 0.08991533517837524, + 0.02856794185936451, + 0.2912152111530304, + 0.40954795479774475, + 0.025546886026859283, + 0.011816316284239292 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.6328451633453369 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819467917084694 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.01819467917084694, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819467917084694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05775538831949234, + 0.03629221394658089, + 0.03736990690231323, + 0.024409815669059753, + 0.10003319382667542, + 0.019137253984808922, + 0.12230519950389862, + 0.5071290731430054, + 0.07611756771802902, + 0.019450383260846138 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.01819467917084694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008661322295665741 + ], + "opposite_logprob_tokens": [ + -4.758661270141602 + ], + "logprob_reward": -0.008661322295665741, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008661322295665741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060110438615083694, + 0.15083743631839752, + 0.037459805607795715, + 0.030581993982195854, + 0.17165738344192505, + 0.01795007660984993, + 0.13774773478507996, + 0.3254624307155609, + 0.04965462535619736, + 0.018538102507591248 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.008661322295665741 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005259960889816284 + ], + "opposite_logprob_tokens": [ + -5.255259990692139 + ], + "logprob_reward": -0.005259960889816284, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005259960889816284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0450996533036232, + 0.03868507593870163, + 0.024859290570020676, + 0.021361853927373886, + 0.1288076639175415, + 0.0927797332406044, + 0.18673911690711975, + 0.2482941597700119, + 0.15776577591896057, + 0.055607739835977554 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.005259960889816284 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a slightly elevated angle with a static camera focuses intensely on a single, delicious croissant resting on a dark, non-reflective obsidian surface. The background is plunged into a soft, out-of-focus darkness, ensuring that all attention remains on the subject. Under the dramatic effect of a single light's warm, cinematic glow, the pastry's golden-brown, ultra-thin crust shimmers with an almost magical quality, highlighting each delicate, paper-thin layer. As the pastry begins to bubbling, the action unfolds slowly and gracefully; its perfectly baked structure begins to sag, its crispy layers meticulously dissolving and collapsing. This transformation is not a chaotic melting, but a deliberate, graceful dissolution, as the solid form inexorably gives way to a growing pool of golden, buttery liquid, spreading outward from its base. Thick and viscous, its surface catches the strong light with a rich, syrupy sheen, creating an atmosphere of captivating luxury that is both surreal and deeply satisfying.", + "seed": 19501, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_4/index_4532_seed_19501_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1304732458665967, + "vlm_logprob": -0.1304732458665967, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.1304732458665967, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012425274588167667 + ], + "opposite_logprob_tokens": [ + -4.512425422668457 + ], + "logprob_reward": -0.012425274588167667, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012425274588167667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07838820666074753, + 0.04305758699774742, + 0.026108084246516228, + 0.03638453409075737, + 0.22401320934295654, + 0.11629708856344223, + 0.06279075145721436, + 0.05699287727475166, + 0.22261923551559448, + 0.1333484798669815 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.012425274588167667 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761640071868896 + ], + "opposite_logprob_tokens": [ + -0.8261640071868896 + ], + "logprob_reward": -0.5761640071868896, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761640071868896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09662842750549316, + 0.2416645735502243, + 0.07286304980516434, + 0.06478053331375122, + 0.07369692623615265, + 0.0476619116961956, + 0.04139116033911705, + 0.07073456048965454, + 0.18691900372505188, + 0.10365986824035645 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.5761640071868896 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297972977161407 + ], + "opposite_logprob_tokens": [ + -3.7732980251312256 + ], + "logprob_reward": -0.023297972977161407, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297972977161407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23404115438461304, + 0.15385614335536957, + 0.06834407895803452, + 0.03888504579663277, + 0.12872327864170074, + 0.05422651395201683, + 0.036155857145786285, + 0.04152509197592735, + 0.07259651273488998, + 0.1716463416814804 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.023297972977161407 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006760936230421066 + ], + "opposite_logprob_tokens": [ + -5.006761074066162 + ], + "logprob_reward": -0.006760936230421066, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006760936230421066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16946415603160858, + 0.15193408727645874, + 0.10719668865203857, + 0.05971848964691162, + 0.06085756793618202, + 0.09679185599088669, + 0.028075015172362328, + 0.05561838671565056, + 0.09298020601272583, + 0.17736349999904633 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.006760936230421066 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single croissant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the croissant resting on a dark, non-reflective obsidian surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a soft, out-of-focus darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the croissant illuminated by a single light source with a warm, cinematic glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the croissant slowly dissolve into a pool of golden, buttery liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033718038350343704 + ], + "opposite_logprob_tokens": [ + -3.4087181091308594 + ], + "logprob_reward": -0.033718038350343704, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033718038350343704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05123807117342949, + 0.05052318796515465, + 0.028575604781508446, + 0.03569535166025162, + 0.02522764541208744, + 0.04464256390929222, + 0.030691178515553474, + 0.08923700451850891, + 0.4113156199455261, + 0.23285380005836487 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.033718038350343704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_5/index_tensor([9184, 9184])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_5/index_tensor([9184, 9184])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..73e6719935e9fde1b6f818fc75a6d751f5177cf5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_5/index_tensor([9184, 9184])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures a heated debate between two intellectuals in a cramped, dimly lit room, presenting a gritty, cinematic reality. At one side of a rough wooden table, a man in his forties, with graying hair and wire-rimmed glasses, leans forward. He wears a dark, worn tweed vest over a high-collared white shirt. His sleeves are rolled up, exposing his forearms. He gestures vigorously with one hand, his face a mask of concentrated wrinkles. Across from him, a young man in his twenties, wearing a simple dark wool jacket, sits, his chin set and his dark eyes locked on his opponent in a silent, defiant challenge. The room is filled with suffocating piles of ramshackle revolutionary pamphlets, their bold, stark print clearly visible on the cheap paper stacked on the floor, on the shelves, and across the table. An uncovered gas lamp on the table between them provides the sole source of light, casting a warm, unstable yellow glow that creates deep, dancing shadows and illuminates their passionate expressions. The entire scene is imbued with a tense, secretive atmosphere, and the images themselves flicker subtly and erratically, as if projected from an old film reel, visually reflecting the unstable political climate of the early 20th century.", + "seed": 20600, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_5/index_9184_seed_20600_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16197209097445012, + "vlm_logprob": -0.16197209097445012, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.16197209097445012, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5449739098548889 + ], + "opposite_logprob_tokens": [ + -0.9199739098548889 + ], + "logprob_reward": -0.5449739098548889, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5449739098548889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11518939584493637, + 0.14325755834579468, + 0.05136910453438759, + 0.05657673999667168, + 0.037911441177129745, + 0.09098685532808304, + 0.06007709726691246, + 0.2831924259662628, + 0.09089576452970505, + 0.07054364681243896 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.5449739098548889 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604262888431549 + ], + "opposite_logprob_tokens": [ + -1.9104262590408325 + ], + "logprob_reward": -0.1604262888431549, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604262888431549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25208359956741333, + 0.05101767182350159, + 0.059051401913166046, + 0.03986265882849693, + 0.03407053276896477, + 0.049113836139440536, + 0.06176513805985451, + 0.21225522458553314, + 0.1330055296421051, + 0.10777435451745987 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.1604262888431549 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002248615026474 + ], + "opposite_logprob_tokens": [ + -2.6950225830078125 + ], + "logprob_reward": -0.07002248615026474, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002248615026474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3147609829902649, + 0.036092303693294525, + 0.026983894407749176, + 0.02347296103835106, + 0.03160734847187996, + 0.026706935837864876, + 0.03969438001513481, + 0.3435032367706299, + 0.0781036764383316, + 0.07907427102327347 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.07002248615026474 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979866974055767 + ], + "opposite_logprob_tokens": [ + -3.529798746109009 + ], + "logprob_reward": -0.02979866974055767, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979866974055767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2822951078414917, + 0.06504037976264954, + 0.0611477792263031, + 0.02846057526767254, + 0.05327374115586281, + 0.13690803945064545, + 0.03993430733680725, + 0.1901424378156662, + 0.09986839443445206, + 0.042929258197546005 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.02979866974055767 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639100283384323 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.004639100283384323, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639100283384323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42564499378204346, + 0.053251489996910095, + 0.06386688351631165, + 0.02402939461171627, + 0.05026169866323471, + 0.049261875450611115, + 0.03500233590602875, + 0.13403700292110443, + 0.07489500939846039, + 0.08974937349557877 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.004639100283384323 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a heated debate between two intellectuals in a cramped, dimly lit room, presenting a gritty, cinematic reality. At one side of a rough wooden table, a man in his forties, with graying hair and wire-rimmed glasses, leans forward. He wears a dark, worn tweed vest over a high-collared white shirt. His sleeves are rolled up, exposing his forearms. He gestures vigorously with one hand, his face a mask of concentrated wrinkles. Across from him, a young man in his twenties, wearing a simple dark wool jacket, sits, his chin set and his dark eyes locked on his opponent in a silent, defiant challenge. The room is filled with suffocating piles of ramshackle revolutionary pamphlets, their bold, stark print clearly visible on the cheap paper stacked on the floor, on the shelves, and across the table. An uncovered gas lamp on the table between them provides the sole source of light, casting a warm, unstable yellow glow that creates deep, dancing shadows and illuminates their passionate expressions. The entire scene is imbued with a tense, secretive atmosphere, and the images themselves flicker subtly and erratically, as if projected from an old film reel, visually reflecting the unstable political climate of the early 20th century.", + "seed": 20601, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_5/index_9184_seed_20601_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.20958530390635133, + "vlm_logprob": -0.20958530390635133, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.20958530390635133, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7145611047744751 + ], + "opposite_logprob_tokens": [ + -0.7145611047744751 + ], + "logprob_reward": -0.7145611047744751, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7145611047744751, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1468888372182846, + 0.18280264735221863, + 0.10499030351638794, + 0.09038650989532471, + 0.15351179242134094, + 0.0418781042098999, + 0.07232679426670074, + 0.03428854048252106, + 0.09770095348358154, + 0.07522554695606232 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.7145611047744751 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016446888446808 + ], + "opposite_logprob_tokens": [ + -1.7016446590423584 + ], + "logprob_reward": -0.2016446888446808, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016446888446808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2047715038061142, + 0.09500444680452347, + 0.05302167311310768, + 0.09057419747114182, + 0.07562725991010666, + 0.06835728138685226, + 0.18022821843624115, + 0.04313754662871361, + 0.022879965603351593, + 0.16639791429042816 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.2016446888446808 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204884499311447 + ], + "opposite_logprob_tokens": [ + -2.81204891204834 + ], + "logprob_reward": -0.06204884499311447, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204884499311447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14028888940811157, + 0.07257406413555145, + 0.05821025371551514, + 0.056430645287036896, + 0.09724301099777222, + 0.038100626319646835, + 0.10781462490558624, + 0.027255259454250336, + 0.05280536040663719, + 0.3492773473262787 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.06204884499311447 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204032897949219 + ], + "opposite_logprob_tokens": [ + -2.812040328979492 + ], + "logprob_reward": -0.06204032897949219, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204032897949219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15143786370754242, + 0.09888128191232681, + 0.09170551598072052, + 0.023520678281784058, + 0.07294833660125732, + 0.06578090786933899, + 0.09504305571317673, + 0.04262508451938629, + 0.03650611266493797, + 0.321551114320755 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.06204032897949219 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631551939994097 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631551939994097, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631551939994097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23066012561321259, + 0.13985061645507812, + 0.04266706854104996, + 0.03751501068472862, + 0.13498331606388092, + 0.050462957471609116, + 0.04548495635390282, + 0.04997505247592926, + 0.032168470323085785, + 0.2362324297428131 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.007631551939994097 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a heated debate between two intellectuals in a cramped, dimly lit room, presenting a gritty, cinematic reality. At one side of a rough wooden table, a man in his forties, with graying hair and wire-rimmed glasses, leans forward. He wears a dark, worn tweed vest over a high-collared white shirt. His sleeves are rolled up, exposing his forearms. He gestures vigorously with one hand, his face a mask of concentrated wrinkles. Across from him, a young man in his twenties, wearing a simple dark wool jacket, sits, his chin set and his dark eyes locked on his opponent in a silent, defiant challenge. The room is filled with suffocating piles of ramshackle revolutionary pamphlets, their bold, stark print clearly visible on the cheap paper stacked on the floor, on the shelves, and across the table. An uncovered gas lamp on the table between them provides the sole source of light, casting a warm, unstable yellow glow that creates deep, dancing shadows and illuminates their passionate expressions. The entire scene is imbued with a tense, secretive atmosphere, and the images themselves flicker subtly and erratically, as if projected from an old film reel, visually reflecting the unstable political climate of the early 20th century.", + "seed": 20602, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_5/index_9184_seed_20602_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10483559556305408, + "vlm_logprob": -0.10483559556305408, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.10483559556305408, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.335014671087265 + ], + "opposite_logprob_tokens": [ + -1.3350147008895874 + ], + "logprob_reward": -0.335014671087265, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.335014671087265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05138710141181946, + 0.045246414840221405, + 0.05701115354895592, + 0.0858696699142456, + 0.06932808458805084, + 0.20280854403972626, + 0.06173904612660408, + 0.1434287577867508, + 0.20246675610542297, + 0.08071449398994446 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.335014671087265 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10037911683320999 + ], + "opposite_logprob_tokens": [ + -2.350379228591919 + ], + "logprob_reward": -0.10037911683320999, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10037911683320999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06696269661188126, + 0.07532253861427307, + 0.1265663504600525, + 0.10427559167146683, + 0.05843070149421692, + 0.226618230342865, + 0.08008068799972534, + 0.060838475823402405, + 0.08287250995635986, + 0.11803232133388519 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.10037911683320999 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809821978211403 + ], + "opposite_logprob_tokens": [ + -3.2880983352661133 + ], + "logprob_reward": -0.03809821978211403, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809821978211403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04743773117661476, + 0.05926532298326492, + 0.09478992223739624, + 0.14586682617664337, + 0.06238258257508278, + 0.30726346373558044, + 0.12145931273698807, + 0.08000536262989044, + 0.03658299520611763, + 0.044946543872356415 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.03809821978211403 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305654764175415 + ], + "opposite_logprob_tokens": [ + -3.1680564880371094 + ], + "logprob_reward": -0.04305654764175415, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305654764175415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05506506934762001, + 0.02523663081228733, + 0.03707362711429596, + 0.041775237768888474, + 0.0580516941845417, + 0.0957035943865776, + 0.03731834143400192, + 0.0655096024274826, + 0.4442066252231598, + 0.14005956053733826 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.04305654764175415 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076294224709272385 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.0076294224709272385, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076294224709272385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10450093448162079, + 0.07939190417528152, + 0.0648423284292221, + 0.040498871356248856, + 0.03886827826499939, + 0.14451982080936432, + 0.06986356526613235, + 0.05865824967622757, + 0.21839673817157745, + 0.18045927584171295 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.0076294224709272385 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a heated debate between two intellectuals in a cramped, dimly lit room, presenting a gritty, cinematic reality. At one side of a rough wooden table, a man in his forties, with graying hair and wire-rimmed glasses, leans forward. He wears a dark, worn tweed vest over a high-collared white shirt. His sleeves are rolled up, exposing his forearms. He gestures vigorously with one hand, his face a mask of concentrated wrinkles. Across from him, a young man in his twenties, wearing a simple dark wool jacket, sits, his chin set and his dark eyes locked on his opponent in a silent, defiant challenge. The room is filled with suffocating piles of ramshackle revolutionary pamphlets, their bold, stark print clearly visible on the cheap paper stacked on the floor, on the shelves, and across the table. An uncovered gas lamp on the table between them provides the sole source of light, casting a warm, unstable yellow glow that creates deep, dancing shadows and illuminates their passionate expressions. The entire scene is imbued with a tense, secretive atmosphere, and the images themselves flicker subtly and erratically, as if projected from an old film reel, visually reflecting the unstable political climate of the early 20th century.", + "seed": 20603, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_5/index_9184_seed_20603_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19426527991890907, + "vlm_logprob": -0.19426527991890907, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.19426527991890907, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4484192132949829 + ], + "opposite_logprob_tokens": [ + -1.073419213294983 + ], + "logprob_reward": -0.4484192132949829, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4484192132949829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2024821639060974, + 0.05965046584606171, + 0.08492732048034668, + 0.07511545717716217, + 0.13361816108226776, + 0.0991825982928276, + 0.09507628530263901, + 0.05406694486737251, + 0.0946829542517662, + 0.10119763761758804 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.4484192132949829 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28142914175987244 + ], + "opposite_logprob_tokens": [ + -1.4064291715621948 + ], + "logprob_reward": -0.28142914175987244, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28142914175987244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26036980748176575, + 0.07324552536010742, + 0.044793639332056046, + 0.08422074466943741, + 0.0842089131474495, + 0.08128970861434937, + 0.0684262067079544, + 0.06608209758996964, + 0.191848024725914, + 0.045515384525060654 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.28142914175987244 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002337276935577 + ], + "opposite_logprob_tokens": [ + -2.69502329826355 + ], + "logprob_reward": -0.07002337276935577, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002337276935577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20638926327228546, + 0.05274508520960808, + 0.045810259878635406, + 0.06019030138850212, + 0.09555700421333313, + 0.15496569871902466, + 0.13185209035873413, + 0.052876826375722885, + 0.07026611268520355, + 0.12934733927249908 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.07002337276935577 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603745073080063 + ], + "opposite_logprob_tokens": [ + -1.9103745222091675 + ], + "logprob_reward": -0.1603745073080063, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603745073080063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3990994393825531, + 0.052696678787469864, + 0.038406819105148315, + 0.04824263975024223, + 0.12475358694791794, + 0.0759502723813057, + 0.05808298662304878, + 0.01904379390180111, + 0.10160138458013535, + 0.08212239295244217 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.1603745073080063 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a man in his forties with graying hair, wire-rimmed glasses, and a dark tweed vest leaning forward and gesturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a young man in his twenties wearing a dark wool jacket sitting opposite him with a defiant expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are piles of ramshackle revolutionary pamphlets with bold print visible on the floor, shelves, and table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single uncovered gas lamp casting a warm yellow glow and deep shadows, with a flickering film-reel visual effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080164462327957 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080164462327957, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080164462327957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3270410895347595, + 0.07014234364032745, + 0.11826406419277191, + 0.049706581979990005, + 0.06286805123090744, + 0.030914101749658585, + 0.07892503589391708, + 0.07612168043851852, + 0.1291440725326538, + 0.05687300115823746 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.011080164462327957 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_6/index_tensor([9381, 9381])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_6/index_tensor([9381, 9381])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b2657612a046ba351cff0a5660e0ca46b86b37ba --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_6/index_tensor([9381, 9381])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle tracking shot slowly follows a massive Asian elephant as it walks with a steady, rhythmic gait through a crowded street steeped in a festive atmosphere. Atop the elephant's back sits a dark-skinned South Asian man with a solemn smile. He wears a rich red robe embroidered with gold thread and an equally elaborate white turban wrapped around his head. The elephant's back is covered with a vast, ornate saddle blanket crafted from crimson velvet, hand-embroidered with intricate geometric and floral patterns using gold thread and colorful gemstones. Golden tassels sway gently with the elephant's steps, and its forehead and tusks are painted with vibrant traditional patterns. Thousands of people, dressed in a variety of traditional costumes, line the streets, their faces brimming with excitement and reverence. They cheer and wave to the riders, while the air is filled with a hazy mist of color from scattered colored powders and flower petals. The brilliant afternoon sun penetrates this mist, casting glittering highlights on the gorgeous saddle blanket and gold thread, greatly enhancing the saturation and vitality of the picture, creating a grand atmosphere that is both carnival-like and full of solemn ceremony.", + "seed": 29201, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_6/index_9381_seed_29201_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.266232739482075, + "vlm_logprob": -0.266232739482075, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.266232739482075, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23087573051452637 + ], + "opposite_logprob_tokens": [ + -1.7308757305145264 + ], + "logprob_reward": -0.23087573051452637, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.23087573051452637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3211680054664612, + 0.06403125822544098, + 0.06343581527471542, + 0.09438792616128922, + 0.035151056945323944, + 0.09373749792575836, + 0.056411780416965485, + 0.21311746537685394, + 0.04075164347887039, + 0.017807550728321075 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.23087573051452637 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02986924909055233 + ], + "opposite_logprob_tokens": [ + -3.529869318008423 + ], + "logprob_reward": -0.02986924909055233, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02986924909055233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21918167173862457, + 0.15180210769176483, + 0.21176666021347046, + 0.09734813123941422, + 0.05455451086163521, + 0.058866504579782486, + 0.056411609053611755, + 0.08479063957929611, + 0.03641127049922943, + 0.02886694297194481 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02986924909055233 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743175443261862 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006743175443261862, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743175443261862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17366819083690643, + 0.07234600931406021, + 0.15560057759284973, + 0.05780476704239845, + 0.03511860594153404, + 0.03713410347700119, + 0.21191449463367462, + 0.12223166972398758, + 0.044558461755514145, + 0.08962323516607285 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.006743175443261862 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784241206943989 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.009784241206943989, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784241206943989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10791060328483582, + 0.06578752398490906, + 0.24500492215156555, + 0.1064252182841301, + 0.04279661178588867, + 0.04845685511827469, + 0.1045001745223999, + 0.08386202901601791, + 0.06568801403045654, + 0.12956802546977997 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.009784241206943989 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538913011550903 + ], + "opposite_logprob_tokens": [ + -0.4288913309574127 + ], + "logprob_reward": -1.0538913011550903, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538913011550903, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3072015047073364, + 0.08289949595928192, + 0.0934387668967247, + 0.04267556965351105, + 0.1186547800898552, + 0.10820668190717697, + 0.11487727612257004, + 0.05705048516392708, + 0.02965550310909748, + 0.04534002020955086 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -1.0538913011550903 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "low-angle, wide-angle tracking shot slowly follows a massive Asian elephant as it walks with a steady, rhythmic gait through a crowded street steeped in a festive atmosphere. Atop the elephant's back sits a dark-skinned South Asian man with a solemn smile. He wears a rich red robe embroidered with gold thread and an equally elaborate white turban wrapped around his head. The elephant's back is covered with a vast, ornate saddle blanket crafted from crimson velvet, hand-embroidered with intricate geometric and floral patterns using gold thread and colorful gemstones. Golden tassels sway gently with the elephant's steps, and its forehead and tusks are painted with vibrant traditional patterns. Thousands of people, dressed in a variety of traditional costumes, line the streets, their faces brimming with excitement and reverence. They cheer and wave to the riders, while the air is filled with a hazy mist of color from scattered colored powders and flower petals. The brilliant afternoon sun penetrates this mist, casting glittering highlights on the gorgeous saddle blanket and gold thread, greatly enhancing the saturation and vitality of the picture, creating a grand atmosphere that is both carnival-like and full of solemn ceremony.", + "seed": 29202, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_6/index_9381_seed_29202_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.24133935589343308, + "vlm_logprob": -0.24133935589343308, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.24133935589343308, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.39729154109954834 + ], + "opposite_logprob_tokens": [ + -1.2722915410995483 + ], + "logprob_reward": -0.39729154109954834, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.39729154109954834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09078481793403625, + 0.03227636218070984, + 0.039572011679410934, + 0.5696775913238525, + 0.02231992781162262, + 0.04104948416352272, + 0.04087100923061371, + 0.04747740179300308, + 0.03327590599656105, + 0.08269546926021576 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.39729154109954834 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337752066552639 + ], + "opposite_logprob_tokens": [ + -3.4087750911712646 + ], + "logprob_reward": -0.0337752066552639, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337752066552639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06728578358888626, + 0.047212667763233185, + 0.023531150072813034, + 0.5406691431999207, + 0.018003271892666817, + 0.02274908497929573, + 0.04424417391419411, + 0.12165054678916931, + 0.05079607665538788, + 0.06385800242424011 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.0337752066552639 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745661608874798 + ], + "opposite_logprob_tokens": [ + -5.0067458152771 + ], + "logprob_reward": -0.006745661608874798, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745661608874798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09777703881263733, + 0.055051445960998535, + 0.04025654494762421, + 0.5245214104652405, + 0.03730097785592079, + 0.029094671830534935, + 0.04009224846959114, + 0.09131539613008499, + 0.03668525815010071, + 0.04790500923991203 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.006745661608874798 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080989614129066 + ], + "opposite_logprob_tokens": [ + -4.511081218719482 + ], + "logprob_reward": -0.011080989614129066, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080989614129066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15780578553676605, + 0.09936956316232681, + 0.03902984783053398, + 0.16600118577480316, + 0.033019356429576874, + 0.0425712913274765, + 0.03079487569630146, + 0.3020336925983429, + 0.0400235578417778, + 0.08935084939002991 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.011080989614129066 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578033804893494 + ], + "opposite_logprob_tokens": [ + -0.6328033804893494 + ], + "logprob_reward": -0.7578033804893494, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578033804893494, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.28841090202331543, + 0.11780120432376862, + 0.06095696613192558, + 0.12197978049516678, + 0.04783916100859642, + 0.04509587958455086, + 0.0928698256611824, + 0.10434838384389877, + 0.06831610947847366, + 0.05238175392150879 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.7578033804893494 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "low-angle, wide-angle tracking shot slowly follows a massive Asian elephant as it walks with a steady, rhythmic gait through a crowded street steeped in a festive atmosphere. Atop the elephant's back sits a dark-skinned South Asian man with a solemn smile. He wears a rich red robe embroidered with gold thread and an equally elaborate white turban wrapped around his head. The elephant's back is covered with a vast, ornate saddle blanket crafted from crimson velvet, hand-embroidered with intricate geometric and floral patterns using gold thread and colorful gemstones. Golden tassels sway gently with the elephant's steps, and its forehead and tusks are painted with vibrant traditional patterns. Thousands of people, dressed in a variety of traditional costumes, line the streets, their faces brimming with excitement and reverence. They cheer and wave to the riders, while the air is filled with a hazy mist of color from scattered colored powders and flower petals. The brilliant afternoon sun penetrates this mist, casting glittering highlights on the gorgeous saddle blanket and gold thread, greatly enhancing the saturation and vitality of the picture, creating a grand atmosphere that is both carnival-like and full of solemn ceremony.", + "seed": 29203, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_6/index_9381_seed_29203_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.317489917203784, + "vlm_logprob": -0.317489917203784, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.317489917203784, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.274044007062912 + ], + "opposite_logprob_tokens": [ + -1.5240440368652344 + ], + "logprob_reward": -0.274044007062912, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.274044007062912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16700047254562378, + 0.0822516605257988, + 0.12507587671279907, + 0.25138744711875916, + 0.11339709162712097, + 0.08618998527526855, + 0.05075069144368172, + 0.02120014652609825, + 0.0541987419128418, + 0.048547837883234024 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.274044007062912 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500179901719093 + ], + "opposite_logprob_tokens": [ + -2.930001735687256 + ], + "logprob_reward": -0.05500179901719093, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500179901719093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12404511868953705, + 0.0944373607635498, + 0.08012980967760086, + 0.34095683693885803, + 0.08485668152570724, + 0.08051283657550812, + 0.06350711733102798, + 0.026853226125240326, + 0.04209836572408676, + 0.0626026839017868 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.05500179901719093 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203879982233047 + ], + "opposite_logprob_tokens": [ + -4.264204025268555 + ], + "logprob_reward": -0.014203879982233047, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203879982233047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1427110731601715, + 0.07302932441234589, + 0.24474836885929108, + 0.063991017639637, + 0.13280121982097626, + 0.1096479743719101, + 0.05117831751704216, + 0.046663299202919006, + 0.05386899784207344, + 0.08136039972305298 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.014203879982233047 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059188298881054 + ], + "opposite_logprob_tokens": [ + -3.895591974258423 + ], + "logprob_reward": -0.02059188298881054, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059188298881054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1535331755876541, + 0.06866084039211273, + 0.13489632308483124, + 0.09178663790225983, + 0.10320506244897842, + 0.10662653297185898, + 0.14309051632881165, + 0.08988436311483383, + 0.060362592339515686, + 0.047953955829143524 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.02059188298881054 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236080169677734 + ], + "opposite_logprob_tokens": [ + -0.3486080467700958 + ], + "logprob_reward": -1.2236080169677734, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236080169677734, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1201624795794487, + 0.10327079892158508, + 0.10746250301599503, + 0.11040225625038147, + 0.13900958001613617, + 0.16291281580924988, + 0.06471008062362671, + 0.0165950208902359, + 0.09128805994987488, + 0.08418644964694977 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -1.2236080169677734 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "low-angle, wide-angle tracking shot slowly follows a massive Asian elephant as it walks with a steady, rhythmic gait through a crowded street steeped in a festive atmosphere. Atop the elephant's back sits a dark-skinned South Asian man with a solemn smile. He wears a rich red robe embroidered with gold thread and an equally elaborate white turban wrapped around his head. The elephant's back is covered with a vast, ornate saddle blanket crafted from crimson velvet, hand-embroidered with intricate geometric and floral patterns using gold thread and colorful gemstones. Golden tassels sway gently with the elephant's steps, and its forehead and tusks are painted with vibrant traditional patterns. Thousands of people, dressed in a variety of traditional costumes, line the streets, their faces brimming with excitement and reverence. They cheer and wave to the riders, while the air is filled with a hazy mist of color from scattered colored powders and flower petals. The brilliant afternoon sun penetrates this mist, casting glittering highlights on the gorgeous saddle blanket and gold thread, greatly enhancing the saturation and vitality of the picture, creating a grand atmosphere that is both carnival-like and full of solemn ceremony.", + "seed": 29204, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_6/index_9381_seed_29204_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.22096003741025924, + "vlm_logprob": -0.22096003741025924, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.22096003741025924, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2771565318107605 + ], + "opposite_logprob_tokens": [ + -1.5271565914154053 + ], + "logprob_reward": -0.2771565318107605, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2771565318107605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14772213995456696, + 0.09781520068645477, + 0.048517096787691116, + 0.07815674692392349, + 0.2961752116680145, + 0.09764298051595688, + 0.06675315648317337, + 0.042392630130052567, + 0.08492216467857361, + 0.03990267217159271 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.2771565318107605 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04311820864677429 + ], + "opposite_logprob_tokens": [ + -3.1681182384490967 + ], + "logprob_reward": -0.04311820864677429, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04311820864677429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10027870535850525, + 0.1820663958787918, + 0.09305117279291153, + 0.10928332060575485, + 0.059257872402668, + 0.08938898891210556, + 0.12895475327968597, + 0.07266637682914734, + 0.12543994188308716, + 0.039612457156181335 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.04311820864677429 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205290004611015 + ], + "opposite_logprob_tokens": [ + -4.264205455780029 + ], + "logprob_reward": -0.014205290004611015, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205290004611015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10255075246095657, + 0.08988732844591141, + 0.05323301628232002, + 0.06691215187311172, + 0.14853423833847046, + 0.11767725646495819, + 0.09011293947696686, + 0.09583016484975815, + 0.08609777688980103, + 0.14916442334651947 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.014205290004611015 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543240562081337 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.012543240562081337, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543240562081337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08606956899166107, + 0.12087877094745636, + 0.04834583029150963, + 0.0915893092751503, + 0.20303604006767273, + 0.10741745680570602, + 0.11914293467998505, + 0.09650850296020508, + 0.08099135011434555, + 0.0460202619433403 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.012543240562081337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Asian elephant walking with a steady, rhythmic gait visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark-skinned South Asian man sitting atop the elephant wearing a rich red robe embroidered with gold thread and a white turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elephant's back covered with a vast, ornate saddle blanket made of crimson velvet with gold thread and colorful gemstones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tracking shot following the elephant through a crowded street?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577769160270691 + ], + "opposite_logprob_tokens": [ + -0.6327769160270691 + ], + "logprob_reward": -0.7577769160270691, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577769160270691, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1660972684621811, + 0.09823832660913467, + 0.06228003650903702, + 0.22618792951107025, + 0.10010520368814468, + 0.08394397795200348, + 0.16431055963039398, + 0.0277743861079216, + 0.0474802702665329, + 0.0235820934176445 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.7577769160270691 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_7/index_tensor([8722, 8722])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_7/index_tensor([8722, 8722])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..309420fb44a39af0fbcc4fdc9aae46a95f7fda06 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_7/index_tensor([8722, 8722])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene begins with a slow, mesmerizing cadence, rendered entirely in the style of mobile painting, featuring Van Gogh's signature thick, swirling brushstrokes and remarkably unsentimental textures. Initially, a medium close-up depicts a bottle of crimson wine resting on a rustic wooden table. The table's surface is a landscape of deep ochre and brown grooves, its weathered texture visible through distinct, tactile lines of paint. The bottle, made of dark, light-absorbing glass and unlabeled, is defined by shimmering highlights against a turbulent abstract background of swirling blues and yellows. A visible boundary layer of air, like a heat mist coated with vibrant, chaotic energy, flows and shimmers across the bottle's surface in distorted waves of color. As the camera inexorably zooms in, the dark, viscous liquid begins to overflow the bottle's neck; a glistening bead of wine rises from the rim before cascading down the glass in thick, three-dimensional, immovable drops. The camera's forward movement pushes directly into this chaotic beauty, capturing the rich, wet textures of the oil paint as the crimson and purple hues of the spilled wine slowly paint the bottle, creating a hypnotically and intensely beautiful scene of controlled chaos.", + "seed": 5854, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_7/index_8722_seed_5854_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03330456949770451, + "vlm_logprob": -0.03330456949770451, + "vlm_yes_no_margin": 3.5249999523162843, + "vlm_token_credit": -0.03330456949770451, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018826134502887726 + ], + "opposite_logprob_tokens": [ + -4.018826007843018 + ], + "logprob_reward": -0.018826134502887726, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018826134502887726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14660440385341644, + 0.08529052883386612, + 0.051374953240156174, + 0.06506461650133133, + 0.11954744905233383, + 0.08441156148910522, + 0.12630291283130646, + 0.1578645408153534, + 0.07810478657484055, + 0.08543428778648376 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.018826134502887726 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498950183391571 + ], + "opposite_logprob_tokens": [ + -2.9299895763397217 + ], + "logprob_reward": -0.05498950183391571, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498950183391571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20026452839374542, + 0.041137851774692535, + 0.35518431663513184, + 0.03552483767271042, + 0.08207683265209198, + 0.035692088305950165, + 0.04972608759999275, + 0.09213683754205704, + 0.03159235417842865, + 0.07666424661874771 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.05498950183391571 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867760092020035 + ], + "opposite_logprob_tokens": [ + -3.048677682876587 + ], + "logprob_reward": -0.04867760092020035, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867760092020035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21415160596370697, + 0.0736173689365387, + 0.22704370319843292, + 0.05384454131126404, + 0.08419106900691986, + 0.047306131571531296, + 0.0795179009437561, + 0.05551569163799286, + 0.10863135755062103, + 0.0561806783080101 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.04867760092020035 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203056693077087 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014203056693077087, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203056693077087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0709623470902443, + 0.05334656685590744, + 0.05205653980374336, + 0.022405505180358887, + 0.031918950378894806, + 0.06774646043777466, + 0.13854342699050903, + 0.3953483998775482, + 0.09153751283884048, + 0.07613435387611389 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.014203056693077087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029826553538441658 + ], + "opposite_logprob_tokens": [ + -3.5298266410827637 + ], + "logprob_reward": -0.029826553538441658, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029826553538441658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14595481753349304, + 0.04201782867312431, + 0.17303629219532013, + 0.10710086673498154, + 0.06401830911636353, + 0.1159462109208107, + 0.07422710955142975, + 0.13726288080215454, + 0.0492977648973465, + 0.09113792330026627 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.029826553538441658 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a slow, mesmerizing cadence, rendered entirely in the style of mobile painting, featuring Van Gogh's signature thick, swirling brushstrokes and remarkably unsentimental textures. Initially, a medium close-up depicts a bottle of crimson wine resting on a rustic wooden table. The table's surface is a landscape of deep ochre and brown grooves, its weathered texture visible through distinct, tactile lines of paint. The bottle, made of dark, light-absorbing glass and unlabeled, is defined by shimmering highlights against a turbulent abstract background of swirling blues and yellows. A visible boundary layer of air, like a heat mist coated with vibrant, chaotic energy, flows and shimmers across the bottle's surface in distorted waves of color. As the camera inexorably zooms in, the dark, viscous liquid begins to overflow the bottle's neck; a glistening bead of wine rises from the rim before cascading down the glass in thick, three-dimensional, immovable drops. The camera's forward movement pushes directly into this chaotic beauty, capturing the rich, wet textures of the oil paint as the crimson and purple hues of the spilled wine slowly paint the bottle, creating a hypnotically and intensely beautiful scene of controlled chaos.", + "seed": 5855, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_7/index_8722_seed_5855_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04278171490877867, + "vlm_logprob": -0.04278171490877867, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.04278171490877867, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011896377429366112 + ], + "opposite_logprob_tokens": [ + -4.51189661026001 + ], + "logprob_reward": -0.011896377429366112, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011896377429366112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04143696278333664, + 0.014806798659265041, + 0.1390516310930252, + 0.5312497615814209, + 0.09723005443811417, + 0.04612040892243385, + 0.019165340811014175, + 0.02400178462266922, + 0.039900042116642, + 0.047037236392498016 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.011896377429366112 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981891855597496 + ], + "opposite_logprob_tokens": [ + -3.5298190116882324 + ], + "logprob_reward": -0.02981891855597496, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981891855597496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02791754901409149, + 0.025518743321299553, + 0.02855287492275238, + 0.6382032632827759, + 0.11287301778793335, + 0.03546446934342384, + 0.038485538214445114, + 0.01950407586991787, + 0.02399086393415928, + 0.0494895800948143 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.02981891855597496 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206643581390381 + ], + "opposite_logprob_tokens": [ + -2.8120665550231934 + ], + "logprob_reward": -0.06206643581390381, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206643581390381, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029253192245960236, + 0.03608601540327072, + 0.11195287108421326, + 0.5342137813568115, + 0.14493562281131744, + 0.028558481484651566, + 0.02483423613011837, + 0.032933201640844345, + 0.02706562913954258, + 0.030166983604431152 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.06206643581390381 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978719163686037 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.00978719163686037, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978719163686037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04184597730636597, + 0.05154235288500786, + 0.07660995423793793, + 0.0810331180691719, + 0.3343578577041626, + 0.04285118728876114, + 0.038576215505599976, + 0.11646884679794312, + 0.0965127944946289, + 0.12020177394151688 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.00978719163686037 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033965110778809 + ], + "opposite_logprob_tokens": [ + -2.350339651107788 + ], + "logprob_reward": -0.10033965110778809, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033965110778809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06809478253126144, + 0.10101453214883804, + 0.09149981290102005, + 0.23551812767982483, + 0.21909725666046143, + 0.062080685049295425, + 0.030230946838855743, + 0.05523041635751724, + 0.06984443217515945, + 0.06738902628421783 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.10033965110778809 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a slow, mesmerizing cadence, rendered entirely in the style of mobile painting, featuring Van Gogh's signature thick, swirling brushstrokes and remarkably unsentimental textures. Initially, a medium close-up depicts a bottle of crimson wine resting on a rustic wooden table. The table's surface is a landscape of deep ochre and brown grooves, its weathered texture visible through distinct, tactile lines of paint. The bottle, made of dark, light-absorbing glass and unlabeled, is defined by shimmering highlights against a turbulent abstract background of swirling blues and yellows. A visible boundary layer of air, like a heat mist coated with vibrant, chaotic energy, flows and shimmers across the bottle's surface in distorted waves of color. As the camera inexorably zooms in, the dark, viscous liquid begins to overflow the bottle's neck; a glistening bead of wine rises from the rim before cascading down the glass in thick, three-dimensional, immovable drops. The camera's forward movement pushes directly into this chaotic beauty, capturing the rich, wet textures of the oil paint as the crimson and purple hues of the spilled wine slowly paint the bottle, creating a hypnotically and intensely beautiful scene of controlled chaos.", + "seed": 5856, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_7/index_8722_seed_5856_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04187581092119217, + "vlm_logprob": -0.04187581092119217, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.04187581092119217, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031125783920288086 + ], + "opposite_logprob_tokens": [ + -3.531125783920288 + ], + "logprob_reward": -0.031125783920288086, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031125783920288086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08890324085950851, + 0.2778664827346802, + 0.054299596697092056, + 0.0724753737449646, + 0.16430824995040894, + 0.030976848676800728, + 0.038437675684690475, + 0.08271505683660507, + 0.10925760865211487, + 0.08075989037752151 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.031125783920288086 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497957020998001 + ], + "opposite_logprob_tokens": [ + -2.9299795627593994 + ], + "logprob_reward": -0.05497957020998001, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497957020998001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05953908711671829, + 0.23408925533294678, + 0.02058812417089939, + 0.5281704068183899, + 0.034285157918930054, + 0.01773091033101082, + 0.014987282454967499, + 0.026384660974144936, + 0.03238379955291748, + 0.03184138983488083 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.05497957020998001 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205332651734352 + ], + "opposite_logprob_tokens": [ + -2.8120534420013428 + ], + "logprob_reward": -0.06205332651734352, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205332651734352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1145063191652298, + 0.4559612274169922, + 0.0272358488291502, + 0.10810919106006622, + 0.04459338262677193, + 0.05400637537240982, + 0.024568915367126465, + 0.09491052478551865, + 0.046454548835754395, + 0.029653657227754593 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.06205332651734352 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254606619477272 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.01254606619477272, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254606619477272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042329832911491394, + 0.28660550713539124, + 0.024710502475500107, + 0.1718587875366211, + 0.0517226904630661, + 0.0885731503367424, + 0.04722795635461807, + 0.07679683715105057, + 0.15695054829120636, + 0.05322422832250595 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.01254606619477272 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867430776357651 + ], + "opposite_logprob_tokens": [ + -3.0486743450164795 + ], + "logprob_reward": -0.04867430776357651, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867430776357651, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0478166900575161, + 0.27673113346099854, + 0.023758018389344215, + 0.439560204744339, + 0.021830836310982704, + 0.01788678951561451, + 0.017142049968242645, + 0.04328276589512825, + 0.08889731019735336, + 0.02309418097138405 + ], + "top_frames": [ + 3, + 1, + 8 + ], + "selected_reward": -0.04867430776357651 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a slow, mesmerizing cadence, rendered entirely in the style of mobile painting, featuring Van Gogh's signature thick, swirling brushstrokes and remarkably unsentimental textures. Initially, a medium close-up depicts a bottle of crimson wine resting on a rustic wooden table. The table's surface is a landscape of deep ochre and brown grooves, its weathered texture visible through distinct, tactile lines of paint. The bottle, made of dark, light-absorbing glass and unlabeled, is defined by shimmering highlights against a turbulent abstract background of swirling blues and yellows. A visible boundary layer of air, like a heat mist coated with vibrant, chaotic energy, flows and shimmers across the bottle's surface in distorted waves of color. As the camera inexorably zooms in, the dark, viscous liquid begins to overflow the bottle's neck; a glistening bead of wine rises from the rim before cascading down the glass in thick, three-dimensional, immovable drops. The camera's forward movement pushes directly into this chaotic beauty, capturing the rich, wet textures of the oil paint as the crimson and purple hues of the spilled wine slowly paint the bottle, creating a hypnotically and intensely beautiful scene of controlled chaos.", + "seed": 5857, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_7/index_8722_seed_5857_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.039481163024902344, + "vlm_logprob": -0.039481163024902344, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.039481163024902344, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02384473942220211 + ], + "opposite_logprob_tokens": [ + -3.7738447189331055 + ], + "logprob_reward": -0.02384473942220211, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02384473942220211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11800584942102432, + 0.033341534435749054, + 0.45561322569847107, + 0.04536159336566925, + 0.019195307046175003, + 0.021082259714603424, + 0.035380035638809204, + 0.09072162210941315, + 0.035127460956573486, + 0.14617107808589935 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.02384473942220211 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498024821281433 + ], + "opposite_logprob_tokens": [ + -2.9299802780151367 + ], + "logprob_reward": -0.05498024821281433, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498024821281433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46866080164909363, + 0.0704292356967926, + 0.07446330785751343, + 0.06352895498275757, + 0.0493864007294178, + 0.03955153003334999, + 0.03474327549338341, + 0.04269132390618324, + 0.027781834825873375, + 0.1287633180618286 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.05498024821281433 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496501550078392 + ], + "opposite_logprob_tokens": [ + -2.929965019226074 + ], + "logprob_reward": -0.05496501550078392, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496501550078392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17290830612182617, + 0.08747492730617523, + 0.10430245101451874, + 0.04001801460981369, + 0.035206492990255356, + 0.13949233293533325, + 0.030556924641132355, + 0.07083241641521454, + 0.06492366641759872, + 0.25428447127342224 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.05496501550078392 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643122389912605 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643122389912605, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643122389912605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18549151718616486, + 0.07644050568342209, + 0.10389700531959534, + 0.04729105532169342, + 0.055240076035261154, + 0.07259343564510345, + 0.06643406301736832, + 0.16172346472740173, + 0.08708370476961136, + 0.14380522072315216 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.008643122389912605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a mobile painting style with Van Gogh's signature thick, swirling brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial shot a medium close-up of a dark, unlabeled glass bottle of crimson wine on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a visible boundary layer of air flowing and shimmering across the bottle's surface in distorted waves of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera inexorably zoom in as the dark liquid overflows the bottle's neck and cascades down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the spilled wine and table textures depicted as thick, three-dimensional, immovable drops of oil paint?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497268959879875 + ], + "opposite_logprob_tokens": [ + -2.9299726486206055 + ], + "logprob_reward": -0.05497268959879875, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497268959879875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20806816220283508, + 0.07867088168859482, + 0.07261893898248672, + 0.03000280074775219, + 0.04377984255552292, + 0.0621025376021862, + 0.045200884342193604, + 0.03271318972110748, + 0.09919138252735138, + 0.3276514410972595 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.05497268959879875 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_8/index_tensor([1736, 1736])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_8/index_tensor([1736, 1736])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e91a9e24d31765200bc40aa8c88d736868493d75 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_8/index_tensor([1736, 1736])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot, from behind and slightly to the right of a pedestrian, smoothly follows a young woman holding a large, transparent plastic umbrella as she walks along a wide, rain-soaked asphalt road. She has long, dark brown hair and wears a classic beige trench coat, the collar turned up to ward off the chill. The flickering neon signs and warm glow from shop windows lining the street create a dazzling reflection on the slippery, black mirror-like surface. In the distance, the iconic Tokyo Tower stands tall, its warm orange glow piercing the rain and mist, becoming the focal point of the frame. Raindrops strike the transparent umbrella, creating fine ripples that reflect the surrounding colorful light, casting a hazy spot of light on her calm, slightly pensive face. Each of her steps was steady and calm, and the soles of her shoes stepped on the puddles, creating tiny ripples. The entire scene was shrouded in a deep, cold blue tone, which contrasted sharply with the warm colors of the neon lights and the tower, creating an urban atmosphere that was both lonely and poetic.", + "seed": 24423, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_8/index_1736_seed_24423_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02955171139910817, + "vlm_logprob": -0.02955171139910817, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.02955171139910817, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02786700241267681 + ], + "opposite_logprob_tokens": [ + -3.777867078781128 + ], + "logprob_reward": -0.02786700241267681, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02786700241267681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47114238142967224, + 0.04401444271206856, + 0.033827606588602066, + 0.04609913006424904, + 0.02673327922821045, + 0.16012319922447205, + 0.02615542523562908, + 0.03894048184156418, + 0.0524197481572628, + 0.10054422914981842 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.02786700241267681 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005968248937278986 + ], + "opposite_logprob_tokens": [ + -5.13096809387207 + ], + "logprob_reward": -0.005968248937278986, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005968248937278986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1558312028646469, + 0.10401026904582977, + 0.025828635320067406, + 0.046037785708904266, + 0.07557332515716553, + 0.09173841774463654, + 0.060639798641204834, + 0.05968654900789261, + 0.3516925275325775, + 0.028961433097720146 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.005968248937278986 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370270878076553 + ], + "opposite_logprob_tokens": [ + -3.4087026119232178 + ], + "logprob_reward": -0.03370270878076553, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370270878076553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.307440847158432, + 0.032607633620500565, + 0.04137710481882095, + 0.03296801820397377, + 0.030460648238658905, + 0.220916748046875, + 0.029390284791588783, + 0.1214042380452156, + 0.09369900077581406, + 0.08973551541566849 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.03370270878076553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203540042042732 + ], + "opposite_logprob_tokens": [ + -2.812035322189331 + ], + "logprob_reward": -0.06203540042042732, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203540042042732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.52817702293396, + 0.030505377799272537, + 0.0694260522723198, + 0.11667530983686447, + 0.04498814046382904, + 0.07931753993034363, + 0.03378592059016228, + 0.018934473395347595, + 0.04627133160829544, + 0.03191879019141197 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.06203540042042732 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185196444392204 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185196444392204, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185196444392204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22892463207244873, + 0.05147439241409302, + 0.04214584082365036, + 0.07254094630479813, + 0.03998091444373131, + 0.08092606067657471, + 0.027510222047567368, + 0.13329091668128967, + 0.17417863011360168, + 0.1490275114774704 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.018185196444392204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, from behind and slightly to the right of a pedestrian, smoothly follows a young woman holding a large, transparent plastic umbrella as she walks along a wide, rain-soaked asphalt road. She has long, dark brown hair and wears a classic beige trench coat, the collar turned up to ward off the chill. The flickering neon signs and warm glow from shop windows lining the street create a dazzling reflection on the slippery, black mirror-like surface. In the distance, the iconic Tokyo Tower stands tall, its warm orange glow piercing the rain and mist, becoming the focal point of the frame. Raindrops strike the transparent umbrella, creating fine ripples that reflect the surrounding colorful light, casting a hazy spot of light on her calm, slightly pensive face. Each of her steps was steady and calm, and the soles of her shoes stepped on the puddles, creating tiny ripples. The entire scene was shrouded in a deep, cold blue tone, which contrasted sharply with the warm colors of the neon lights and the tower, creating an urban atmosphere that was both lonely and poetic.", + "seed": 24424, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_8/index_1736_seed_24424_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05802672002464533, + "vlm_logprob": -0.05802672002464533, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.05802672002464533, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0508122481405735 + ], + "opposite_logprob_tokens": [ + -3.050812244415283 + ], + "logprob_reward": -0.0508122481405735, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0508122481405735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17827105522155762, + 0.04647277295589447, + 0.0571528822183609, + 0.04791141673922539, + 0.12636348605155945, + 0.042232442647218704, + 0.09016404300928116, + 0.035619791597127914, + 0.09652938693761826, + 0.2792827785015106 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0508122481405735 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037419438362122 + ], + "opposite_logprob_tokens": [ + -1.9103741645812988 + ], + "logprob_reward": -0.16037419438362122, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037419438362122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21365398168563843, + 0.05141494423151016, + 0.015544977970421314, + 0.015113765373826027, + 0.04925093427300453, + 0.03236684203147888, + 0.23546425998210907, + 0.02924615517258644, + 0.045658569782972336, + 0.31228557229042053 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.16037419438362122 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420364435762167 + ], + "opposite_logprob_tokens": [ + -4.2642035484313965 + ], + "logprob_reward": -0.01420364435762167, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420364435762167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20546145737171173, + 0.076010562479496, + 0.0400693379342556, + 0.03736337274312973, + 0.06277932226657867, + 0.050421092659235, + 0.2868955731391907, + 0.043596938252449036, + 0.05624482035636902, + 0.1411575824022293 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.01420364435762167 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495903640985489 + ], + "opposite_logprob_tokens": [ + -2.9299590587615967 + ], + "logprob_reward": -0.05495903640985489, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495903640985489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21949318051338196, + 0.02376359887421131, + 0.07011277228593826, + 0.047225236892700195, + 0.019687410444021225, + 0.045799482613801956, + 0.19041691720485687, + 0.14481975138187408, + 0.102344810962677, + 0.13633687794208527 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.05495903640985489 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784476831555367 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784476831555367, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784476831555367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05400790646672249, + 0.04973394423723221, + 0.025313187390565872, + 0.03556316718459129, + 0.02113017998635769, + 0.03307902812957764, + 0.4223509430885315, + 0.06287289410829544, + 0.04763588309288025, + 0.24831290543079376 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.009784476831555367 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, from behind and slightly to the right of a pedestrian, smoothly follows a young woman holding a large, transparent plastic umbrella as she walks along a wide, rain-soaked asphalt road. She has long, dark brown hair and wears a classic beige trench coat, the collar turned up to ward off the chill. The flickering neon signs and warm glow from shop windows lining the street create a dazzling reflection on the slippery, black mirror-like surface. In the distance, the iconic Tokyo Tower stands tall, its warm orange glow piercing the rain and mist, becoming the focal point of the frame. Raindrops strike the transparent umbrella, creating fine ripples that reflect the surrounding colorful light, casting a hazy spot of light on her calm, slightly pensive face. Each of her steps was steady and calm, and the soles of her shoes stepped on the puddles, creating tiny ripples. The entire scene was shrouded in a deep, cold blue tone, which contrasted sharply with the warm colors of the neon lights and the tower, creating an urban atmosphere that was both lonely and poetic.", + "seed": 24425, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_8/index_1736_seed_24425_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.022302759625017644, + "vlm_logprob": -0.022302759625017644, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.022302759625017644, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027375904843211174 + ], + "opposite_logprob_tokens": [ + -3.6523759365081787 + ], + "logprob_reward": -0.027375904843211174, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027375904843211174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18537168204784393, + 0.2019158899784088, + 0.06205451115965843, + 0.11084605008363724, + 0.09989571571350098, + 0.06065436080098152, + 0.05408516526222229, + 0.06795638799667358, + 0.11467475444078445, + 0.042545512318611145 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.027375904843211174 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087591759860516 + ], + "opposite_logprob_tokens": [ + -4.511087417602539 + ], + "logprob_reward": -0.011087591759860516, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087591759860516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02715640887618065, + 0.02029826119542122, + 0.01233331672847271, + 0.026041317731142044, + 0.015458470210433006, + 0.016729993745684624, + 0.05073373764753342, + 0.11138634383678436, + 0.6776914000511169, + 0.04217071831226349 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.011087591759860516 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070010140538216 + ], + "opposite_logprob_tokens": [ + -4.1410698890686035 + ], + "logprob_reward": -0.016070010140538216, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070010140538216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07048037648200989, + 0.11708827316761017, + 0.023368747904896736, + 0.06662769615650177, + 0.0694073885679245, + 0.02628510631620884, + 0.038857024163007736, + 0.08319105207920074, + 0.47004222869873047, + 0.03465211018919945 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.016070010140538216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369268402457237 + ], + "opposite_logprob_tokens": [ + -3.4086925983428955 + ], + "logprob_reward": -0.03369268402457237, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369268402457237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12622851133346558, + 0.13566163182258606, + 0.03555220738053322, + 0.0785149559378624, + 0.07260717451572418, + 0.05072322115302086, + 0.24574929475784302, + 0.02390298992395401, + 0.18527522683143616, + 0.04578476399183273 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.03369268402457237 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287607356905937 + ], + "opposite_logprob_tokens": [ + -3.773287534713745 + ], + "logprob_reward": -0.023287607356905937, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287607356905937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3114740252494812, + 0.20139527320861816, + 0.04606539011001587, + 0.041067324578762054, + 0.0335453599691391, + 0.04401911422610283, + 0.029840504750609398, + 0.060411904007196426, + 0.1899861842393875, + 0.04219489544630051 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.023287607356905937 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, from behind and slightly to the right of a pedestrian, smoothly follows a young woman holding a large, transparent plastic umbrella as she walks along a wide, rain-soaked asphalt road. She has long, dark brown hair and wears a classic beige trench coat, the collar turned up to ward off the chill. The flickering neon signs and warm glow from shop windows lining the street create a dazzling reflection on the slippery, black mirror-like surface. In the distance, the iconic Tokyo Tower stands tall, its warm orange glow piercing the rain and mist, becoming the focal point of the frame. Raindrops strike the transparent umbrella, creating fine ripples that reflect the surrounding colorful light, casting a hazy spot of light on her calm, slightly pensive face. Each of her steps was steady and calm, and the soles of her shoes stepped on the puddles, creating tiny ripples. The entire scene was shrouded in a deep, cold blue tone, which contrasted sharply with the warm colors of the neon lights and the tower, creating an urban atmosphere that was both lonely and poetic.", + "seed": 24426, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_8/index_1736_seed_24426_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03209346905350685, + "vlm_logprob": -0.03209346905350685, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.03209346905350685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03196321427822113 + ], + "opposite_logprob_tokens": [ + -3.5319631099700928 + ], + "logprob_reward": -0.03196321427822113, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03196321427822113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1653905063867569, + 0.09613443166017532, + 0.08978483825922012, + 0.09375706315040588, + 0.10104402899742126, + 0.09926595538854599, + 0.09674072265625, + 0.1533825397491455, + 0.06719310581684113, + 0.03730679675936699 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.03196321427822113 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981995977461338 + ], + "opposite_logprob_tokens": [ + -3.529819965362549 + ], + "logprob_reward": -0.02981995977461338, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981995977461338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08149643987417221, + 0.022943483665585518, + 0.06288537383079529, + 0.02574068121612072, + 0.029854724183678627, + 0.02739652618765831, + 0.021128050982952118, + 0.6757678389549255, + 0.0246629249304533, + 0.028123943135142326 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.02981995977461338 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069188714027405 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.016069188714027405, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069188714027405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.181518092751503, + 0.03861021623015404, + 0.10604606568813324, + 0.058290157467126846, + 0.05192248150706291, + 0.1527971774339676, + 0.029045792296528816, + 0.2661224603652954, + 0.02708829753100872, + 0.08855921775102615 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.016069188714027405 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203360855579376 + ], + "opposite_logprob_tokens": [ + -2.8120336532592773 + ], + "logprob_reward": -0.06203360855579376, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203360855579376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.396811842918396, + 0.0522812195122242, + 0.0558801107108593, + 0.04681893065571785, + 0.03224916011095047, + 0.03366158530116081, + 0.03274276480078697, + 0.22384247183799744, + 0.05594685673713684, + 0.06976508349180222 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.06203360855579376 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, following a young woman from behind and slightly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a large, transparent plastic umbrella while walking on a rain-soaked asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long dark brown hair and wear a beige trench coat with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the Tokyo Tower visible in the distance with a warm orange glow, standing out against a deep blue tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the soles of the woman's shoes create tiny ripples in puddles as she walks steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581373944878578 + ], + "opposite_logprob_tokens": [ + -3.8955814838409424 + ], + "logprob_reward": -0.020581373944878578, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581373944878578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17284315824508667, + 0.033781904727220535, + 0.08303186297416687, + 0.03545752912759781, + 0.03452271595597267, + 0.024960290640592575, + 0.05397951975464821, + 0.4606175422668457, + 0.06479279696941376, + 0.03601266071200371 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.020581373944878578 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_9/index_tensor([7131, 7131])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_9/index_tensor([7131, 7131])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a95dff813a428c4488944555974e1e041e0ee369 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_9/index_tensor([7131, 7131])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle, extreme close-up captures the makeup artist's hand, with fair skin and meticulously manicured almond-shaped nails painted a smooth nude, gracefully hovering over a professional makeup palette. Several delicate, stacked gold rings adorn the middle and ring fingers, their polished surfaces catching the light. Housed in a sleek, open black box, the palette showcases a vibrant collection of eyeshadows in neat rectangular pans, along with a dazzling array of matte and shimmering pigments, from deep purple and electric blue to fiery orange. The artist holds a slender brush with a black lacquer handle and a silver metal ring, balanced by fluffy white-tipped bristles. With slow, deliberate gestures, the hand glides over the color, then steadily and precisely dips the brush into a pan of vibrant fuchsia shimmer, gently swirling it to pick up the pigment. The scene is bathed in bright, diffused studio light, creating soft shadows and highlighting rich textures, conveying an atmosphere of focused creativity and artistic precision.", + "seed": 26958, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_9/index_7131_seed_26958_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01967885736376047, + "vlm_logprob": -0.01967885736376047, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.01967885736376047, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05078766122460365 + ], + "opposite_logprob_tokens": [ + -3.0507876873016357 + ], + "logprob_reward": -0.05078766122460365, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05078766122460365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24144135415554047, + 0.046836040914058685, + 0.06435991823673248, + 0.03087274357676506, + 0.14097796380519867, + 0.023687906563282013, + 0.033233579248189926, + 0.13817918300628662, + 0.211946502327919, + 0.06846477091312408 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.05078766122460365 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009797108359634876 + ], + "opposite_logprob_tokens": [ + -4.634797096252441 + ], + "logprob_reward": -0.009797108359634876, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009797108359634876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39498430490493774, + 0.10928606241941452, + 0.09808116406202316, + 0.05352543294429779, + 0.04662535712122917, + 0.044213153421878815, + 0.05393295735120773, + 0.0635671317577362, + 0.04681790992617607, + 0.08896651864051819 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.009797108359634876 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538296170532703 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538296170532703, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538296170532703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2553463280200958, + 0.2076301872730255, + 0.04637114703655243, + 0.0586882047355175, + 0.09125103801488876, + 0.08102058619260788, + 0.07252249866724014, + 0.06258730590343475, + 0.04158225283026695, + 0.08300044387578964 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.012538296170532703 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107639167457819 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.01107639167457819, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107639167457819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1337049901485443, + 0.1546684354543686, + 0.06295863538980484, + 0.06730864197015762, + 0.0822795033454895, + 0.27527740597724915, + 0.041574835777282715, + 0.08445000648498535, + 0.06541001051664352, + 0.03236757591366768 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.01107639167457819 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194829389452934 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.014194829389452934, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194829389452934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.322446346282959, + 0.10844038426876068, + 0.06443240493535995, + 0.09332656860351562, + 0.08455806970596313, + 0.17595937848091125, + 0.042409300804138184, + 0.030366983264684677, + 0.03127812221646309, + 0.04678238183259964 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.014194829389452934 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, extreme close-up captures the makeup artist's hand, with fair skin and meticulously manicured almond-shaped nails painted a smooth nude, gracefully hovering over a professional makeup palette. Several delicate, stacked gold rings adorn the middle and ring fingers, their polished surfaces catching the light. Housed in a sleek, open black box, the palette showcases a vibrant collection of eyeshadows in neat rectangular pans, along with a dazzling array of matte and shimmering pigments, from deep purple and electric blue to fiery orange. The artist holds a slender brush with a black lacquer handle and a silver metal ring, balanced by fluffy white-tipped bristles. With slow, deliberate gestures, the hand glides over the color, then steadily and precisely dips the brush into a pan of vibrant fuchsia shimmer, gently swirling it to pick up the pigment. The scene is bathed in bright, diffused studio light, creating soft shadows and highlighting rich textures, conveying an atmosphere of focused creativity and artistic precision.", + "seed": 26959, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_9/index_7131_seed_26959_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.023335613682866095, + "vlm_logprob": -0.023335613682866095, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.023335613682866095, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02009112387895584 + ], + "opposite_logprob_tokens": [ + -4.2700910568237305 + ], + "logprob_reward": -0.02009112387895584, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.02009112387895584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5919365286827087, + 0.034110672771930695, + 0.03889594227075577, + 0.06331748515367508, + 0.04580296203494072, + 0.024459248408675194, + 0.0735526978969574, + 0.03298676759004593, + 0.026679521426558495, + 0.06825824081897736 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.02009112387895584 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078807413578033 + ], + "opposite_logprob_tokens": [ + -4.141078948974609 + ], + "logprob_reward": -0.016078807413578033, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078807413578033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7256537079811096, + 0.04530224949121475, + 0.04772832989692688, + 0.03548754006624222, + 0.01293787732720375, + 0.013085934333503246, + 0.03541494905948639, + 0.032185494899749756, + 0.017289184033870697, + 0.0349147655069828 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.016078807413578033 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063440591096878 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063440591096878, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063440591096878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35934561491012573, + 0.09124758839607239, + 0.1431921422481537, + 0.06002329662442207, + 0.043042875826358795, + 0.04378494620323181, + 0.061763498932123184, + 0.05095526948571205, + 0.04225410148501396, + 0.10439062863588333 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.016063440591096878 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263508390635252 + ], + "opposite_logprob_tokens": [ + -3.651350736618042 + ], + "logprob_reward": -0.0263508390635252, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263508390635252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6932448744773865, + 0.032665885984897614, + 0.04514094814658165, + 0.07921286672353745, + 0.016332168132066727, + 0.023567967116832733, + 0.026433434337377548, + 0.033339571207761765, + 0.02752111479640007, + 0.02254108339548111 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0263508390635252 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809385746717453 + ], + "opposite_logprob_tokens": [ + -3.2880938053131104 + ], + "logprob_reward": -0.03809385746717453, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809385746717453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49649935960769653, + 0.036090631037950516, + 0.06287027150392532, + 0.05100914463400841, + 0.020905880257487297, + 0.032790303230285645, + 0.0927891805768013, + 0.09532415866851807, + 0.06132220849394798, + 0.050398893654346466 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.03809385746717453 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, extreme close-up captures the makeup artist's hand, with fair skin and meticulously manicured almond-shaped nails painted a smooth nude, gracefully hovering over a professional makeup palette. Several delicate, stacked gold rings adorn the middle and ring fingers, their polished surfaces catching the light. Housed in a sleek, open black box, the palette showcases a vibrant collection of eyeshadows in neat rectangular pans, along with a dazzling array of matte and shimmering pigments, from deep purple and electric blue to fiery orange. The artist holds a slender brush with a black lacquer handle and a silver metal ring, balanced by fluffy white-tipped bristles. With slow, deliberate gestures, the hand glides over the color, then steadily and precisely dips the brush into a pan of vibrant fuchsia shimmer, gently swirling it to pick up the pigment. The scene is bathed in bright, diffused studio light, creating soft shadows and highlighting rich textures, conveying an atmosphere of focused creativity and artistic precision.", + "seed": 26960, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_9/index_7131_seed_26960_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.031228849664330482, + "vlm_logprob": -0.031228849664330482, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.031228849664330482, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020649688318371773 + ], + "opposite_logprob_tokens": [ + -4.0206499099731445 + ], + "logprob_reward": -0.020649688318371773, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020649688318371773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3833945393562317, + 0.13360072672367096, + 0.10114139318466187, + 0.07150232791900635, + 0.02271481230854988, + 0.03538314998149872, + 0.015219373628497124, + 0.08208181709051132, + 0.07803443819284439, + 0.07692745327949524 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.020649688318371773 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023306358605623245 + ], + "opposite_logprob_tokens": [ + -3.773306369781494 + ], + "logprob_reward": -0.023306358605623245, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023306358605623245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36060357093811035, + 0.14816631376743317, + 0.07092852145433426, + 0.10742339491844177, + 0.022526953369379044, + 0.04183569550514221, + 0.027381611987948418, + 0.0908864364027977, + 0.0687643513083458, + 0.06148321181535721 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.023306358605623245 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370155766606331 + ], + "opposite_logprob_tokens": [ + -3.4087016582489014 + ], + "logprob_reward": -0.03370155766606331, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370155766606331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.269902765750885, + 0.11702542752027512, + 0.08308940380811691, + 0.10421514511108398, + 0.045187294483184814, + 0.048393383622169495, + 0.06777827441692352, + 0.10480688512325287, + 0.09037329256534576, + 0.0692281424999237 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.03370155766606331 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029819149523973465 + ], + "opposite_logprob_tokens": [ + -3.5298192501068115 + ], + "logprob_reward": -0.029819149523973465, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029819149523973465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41429346799850464, + 0.1373271644115448, + 0.06260281056165695, + 0.06806007772684097, + 0.0345582515001297, + 0.03543241322040558, + 0.02042655274271965, + 0.11247225105762482, + 0.07497308403253555, + 0.03985389694571495 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.029819149523973465 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866749420762062 + ], + "opposite_logprob_tokens": [ + -3.0486674308776855 + ], + "logprob_reward": -0.04866749420762062, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866749420762062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35685455799102783, + 0.07762957364320755, + 0.053501956164836884, + 0.07545792311429977, + 0.04264037311077118, + 0.07892370969057083, + 0.07705730944871902, + 0.08880656957626343, + 0.09050261974334717, + 0.05862540006637573 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.04866749420762062 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, extreme close-up captures the makeup artist's hand, with fair skin and meticulously manicured almond-shaped nails painted a smooth nude, gracefully hovering over a professional makeup palette. Several delicate, stacked gold rings adorn the middle and ring fingers, their polished surfaces catching the light. Housed in a sleek, open black box, the palette showcases a vibrant collection of eyeshadows in neat rectangular pans, along with a dazzling array of matte and shimmering pigments, from deep purple and electric blue to fiery orange. The artist holds a slender brush with a black lacquer handle and a silver metal ring, balanced by fluffy white-tipped bristles. With slow, deliberate gestures, the hand glides over the color, then steadily and precisely dips the brush into a pan of vibrant fuchsia shimmer, gently swirling it to pick up the pigment. The scene is bathed in bright, diffused studio light, creating soft shadows and highlighting rich textures, conveying an atmosphere of focused creativity and artistic precision.", + "seed": 26961, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000287/group_9/index_7131_seed_26961_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029308126494288444, + "vlm_logprob": -0.029308126494288444, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.029308126494288444, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08082118630409241 + ], + "opposite_logprob_tokens": [ + -2.5808212757110596 + ], + "logprob_reward": -0.08082118630409241, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08082118630409241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1634879857301712, + 0.038169797509908676, + 0.0697207823395729, + 0.23326773941516876, + 0.1514633446931839, + 0.11573921889066696, + 0.025705615058541298, + 0.035860542207956314, + 0.10484454780817032, + 0.0617404468357563 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.08082118630409241 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651277050375938 + ], + "opposite_logprob_tokens": [ + -4.758651256561279 + ], + "logprob_reward": -0.008651277050375938, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651277050375938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3158731460571289, + 0.0909304991364479, + 0.14034031331539154, + 0.11308183521032333, + 0.043775368481874466, + 0.0953814834356308, + 0.03151807561516762, + 0.07907287776470184, + 0.04108535498380661, + 0.04894102364778519 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.008651277050375938 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818355917930603 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.01818355917930603, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818355917930603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1430100053548813, + 0.09911428391933441, + 0.12689270079135895, + 0.13419729471206665, + 0.056378722190856934, + 0.1286860555410385, + 0.051668960601091385, + 0.1500721126794815, + 0.06608524173498154, + 0.04389459267258644 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.01818355917930603 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253841444849968 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.01253841444849968, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253841444849968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21610039472579956, + 0.06490816175937653, + 0.15583528578281403, + 0.19055186212062836, + 0.07552212476730347, + 0.06585584580898285, + 0.018243053928017616, + 0.13326644897460938, + 0.03507592901587486, + 0.04464089497923851 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.01253841444849968 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand fair-skinned with almond-shaped nails painted a smooth nude color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several delicate stacked gold rings visible on the middle and ring fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hand holding a slender brush with a black lacquer handle, silver metal ring, and fluffy white-tipped bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand dip the brush into a pan of vibrant fuchsia shimmer and swirl it to pick up pigment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026346195489168167 + ], + "opposite_logprob_tokens": [ + -3.651346206665039 + ], + "logprob_reward": -0.026346195489168167, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026346195489168167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26288217306137085, + 0.08161627501249313, + 0.16268101334571838, + 0.04826085641980171, + 0.05239827558398247, + 0.08449788391590118, + 0.05641408637166023, + 0.09952415525913239, + 0.09860642999410629, + 0.053118813782930374 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.026346195489168167 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file